Import libraries

load the data

## 'data.frame':    25480 obs. of  12 variables:
##  $ case_id              : chr  "EZYV01" "EZYV02" "EZYV03" "EZYV04" ...
##  $ continent            : chr  "Asia" "Asia" "Asia" "Asia" ...
##  $ education_of_employee: chr  "High School" "Master's" "Bachelor's" "Bachelor's" ...
##  $ has_job_experience   : chr  "N" "Y" "N" "N" ...
##  $ requires_job_training: chr  "N" "N" "Y" "N" ...
##  $ no_of_employees      : int  14513 2412 44444 98 1082 2339 4985 3035 4810 2251 ...
##  $ yr_of_estab          : int  2007 2002 2008 1897 2005 2012 1994 1924 2012 1995 ...
##  $ region_of_employment : chr  "West" "Northeast" "West" "West" ...
##  $ prevailing_wage      : num  592 83426 122997 83434 149907 ...
##  $ unit_of_wage         : chr  "Hour" "Year" "Year" "Year" ...
##  $ full_time_position   : chr  "Y" "Y" "Y" "Y" ...
##  $ case_status          : chr  "Denied" "Certified" "Denied" "Denied" ...
visa$case_id <- factor(visa$case_id)
visa$continent <- factor(visa$continent)
visa$education_of_employee <- factor(visa$education_of_employee)
visa$has_job_experience <- factor(visa$has_job_experience)
visa$requires_job_training <- factor(visa$requires_job_training)
visa$region_of_employment <- factor(visa$region_of_employment)
visa$unit_of_wage <- factor(visa$unit_of_wage)
visa$full_time_position <- factor(visa$full_time_position)
visa$case_status <- factor(visa$case_status)
sum(is.na(visa))
## [1] 0
sum(duplicated(visa))
## [1] 0
visa
##       case_id     continent education_of_employee has_job_experience
## 1      EZYV01          Asia           High School                  N
## 2      EZYV02          Asia              Master's                  Y
## 3      EZYV03          Asia            Bachelor's                  N
## 4      EZYV04          Asia            Bachelor's                  N
## 5      EZYV05        Africa              Master's                  Y
## 6      EZYV06          Asia              Master's                  Y
## 7      EZYV07          Asia            Bachelor's                  N
## 8      EZYV08 North America            Bachelor's                  Y
## 9      EZYV09          Asia            Bachelor's                  N
## 10     EZYV10        Europe             Doctorate                  Y
## 11     EZYV11          Asia              Master's                  N
## 12     EZYV12          Asia           High School                  Y
## 13     EZYV13          Asia            Bachelor's                  Y
## 14     EZYV14          Asia            Bachelor's                  Y
## 15     EZYV15          Asia              Master's                  Y
## 16     EZYV16          Asia           High School                  Y
## 17     EZYV17        Europe              Master's                  Y
## 18     EZYV18          Asia              Master's                  Y
## 19     EZYV19        Africa              Master's                  Y
## 20     EZYV20          Asia             Doctorate                  N
## 21     EZYV21          Asia              Master's                  N
## 22     EZYV22 North America              Master's                  Y
## 23     EZYV23          Asia              Master's                  Y
## 24     EZYV24 North America           High School                  N
## 25     EZYV25        Europe             Doctorate                  Y
## 26     EZYV26 North America              Master's                  N
## 27     EZYV27          Asia            Bachelor's                  Y
## 28     EZYV28          Asia           High School                  Y
## 29     EZYV29          Asia              Master's                  Y
## 30     EZYV30          Asia            Bachelor's                  Y
## 31     EZYV31          Asia              Master's                  Y
## 32     EZYV32          Asia             Doctorate                  Y
## 33     EZYV33          Asia            Bachelor's                  N
## 34     EZYV34          Asia           High School                  N
## 35     EZYV35          Asia              Master's                  N
## 36     EZYV36          Asia           High School                  Y
## 37     EZYV37        Europe           High School                  Y
## 38     EZYV38        Europe              Master's                  Y
## 39     EZYV39          Asia            Bachelor's                  Y
## 40     EZYV40          Asia              Master's                  N
## 41     EZYV41          Asia            Bachelor's                  Y
## 42     EZYV42          Asia              Master's                  Y
## 43     EZYV43        Europe             Doctorate                  Y
## 44     EZYV44 North America              Master's                  Y
## 45     EZYV45          Asia           High School                  Y
## 46     EZYV46        Europe            Bachelor's                  N
## 47     EZYV47          Asia            Bachelor's                  Y
## 48     EZYV48          Asia           High School                  Y
## 49     EZYV49          Asia            Bachelor's                  Y
## 50     EZYV50          Asia             Doctorate                  N
## 51     EZYV51          Asia            Bachelor's                  N
## 52     EZYV52          Asia              Master's                  Y
## 53     EZYV53          Asia            Bachelor's                  N
## 54     EZYV54          Asia           High School                  Y
## 55     EZYV55          Asia              Master's                  Y
## 56     EZYV56          Asia              Master's                  Y
## 57     EZYV57        Europe            Bachelor's                  Y
## 58     EZYV58          Asia            Bachelor's                  Y
## 59     EZYV59        Europe            Bachelor's                  N
## 60     EZYV60          Asia             Doctorate                  N
## 61     EZYV61          Asia              Master's                  N
## 62     EZYV62        Europe             Doctorate                  Y
## 63     EZYV63          Asia           High School                  N
## 64     EZYV64        Europe            Bachelor's                  Y
## 65     EZYV65          Asia              Master's                  N
## 66     EZYV66          Asia              Master's                  Y
## 67     EZYV67 North America            Bachelor's                  N
## 68     EZYV68        Europe             Doctorate                  Y
## 69     EZYV69          Asia            Bachelor's                  Y
## 70     EZYV70          Asia              Master's                  Y
## 71     EZYV71          Asia           High School                  Y
## 72     EZYV72          Asia           High School                  Y
## 73     EZYV73        Europe            Bachelor's                  Y
## 74     EZYV74          Asia              Master's                  Y
## 75     EZYV75        Africa              Master's                  Y
## 76     EZYV76 North America            Bachelor's                  N
## 77     EZYV77        Europe            Bachelor's                  Y
## 78     EZYV78          Asia            Bachelor's                  Y
## 79     EZYV79 North America              Master's                  N
## 80     EZYV80          Asia           High School                  N
## 81     EZYV81          Asia            Bachelor's                  Y
## 82     EZYV82          Asia              Master's                  Y
## 83     EZYV83          Asia           High School                  Y
## 84     EZYV84          Asia            Bachelor's                  Y
## 85     EZYV85          Asia              Master's                  Y
## 86     EZYV86          Asia              Master's                  Y
## 87     EZYV87          Asia           High School                  N
## 88     EZYV88          Asia           High School                  Y
## 89     EZYV89          Asia            Bachelor's                  N
## 90     EZYV90          Asia            Bachelor's                  Y
## 91     EZYV91          Asia           High School                  Y
## 92     EZYV92 North America            Bachelor's                  N
## 93     EZYV93          Asia            Bachelor's                  N
## 94     EZYV94          Asia           High School                  N
## 95     EZYV95 North America            Bachelor's                  Y
## 96     EZYV96          Asia              Master's                  N
## 97     EZYV97 North America            Bachelor's                  Y
## 98     EZYV98 North America            Bachelor's                  Y
## 99     EZYV99          Asia           High School                  N
## 100   EZYV100          Asia              Master's                  N
## 101   EZYV101          Asia              Master's                  Y
## 102   EZYV102          Asia              Master's                  Y
## 103   EZYV103          Asia            Bachelor's                  Y
## 104   EZYV104          Asia             Doctorate                  Y
## 105   EZYV105          Asia              Master's                  Y
## 106   EZYV106 North America             Doctorate                  Y
## 107   EZYV107          Asia            Bachelor's                  N
## 108   EZYV108          Asia            Bachelor's                  Y
## 109   EZYV109          Asia            Bachelor's                  N
## 110   EZYV110          Asia            Bachelor's                  Y
## 111   EZYV111 North America           High School                  Y
## 112   EZYV112          Asia              Master's                  Y
## 113   EZYV113          Asia            Bachelor's                  Y
## 114   EZYV114 North America           High School                  Y
## 115   EZYV115          Asia             Doctorate                  N
## 116   EZYV116          Asia              Master's                  N
## 117   EZYV117          Asia            Bachelor's                  Y
## 118   EZYV118 North America              Master's                  Y
## 119   EZYV119          Asia            Bachelor's                  Y
## 120   EZYV120          Asia              Master's                  N
## 121   EZYV121 North America              Master's                  N
## 122   EZYV122 South America            Bachelor's                  N
## 123   EZYV123          Asia             Doctorate                  Y
## 124   EZYV124 North America              Master's                  N
## 125   EZYV125          Asia              Master's                  Y
## 126   EZYV126 North America              Master's                  Y
## 127   EZYV127          Asia           High School                  Y
## 128   EZYV128 North America            Bachelor's                  Y
## 129   EZYV129          Asia            Bachelor's                  N
## 130   EZYV130          Asia            Bachelor's                  N
## 131   EZYV131 South America           High School                  N
## 132   EZYV132          Asia            Bachelor's                  Y
## 133   EZYV133          Asia             Doctorate                  N
## 134   EZYV134          Asia             Doctorate                  Y
## 135   EZYV135          Asia             Doctorate                  Y
## 136   EZYV136          Asia              Master's                  Y
## 137   EZYV137          Asia              Master's                  Y
## 138   EZYV138          Asia              Master's                  N
## 139   EZYV139          Asia            Bachelor's                  Y
## 140   EZYV140          Asia              Master's                  Y
## 141   EZYV141          Asia              Master's                  N
## 142   EZYV142          Asia              Master's                  Y
## 143   EZYV143          Asia              Master's                  N
## 144   EZYV144          Asia             Doctorate                  Y
## 145   EZYV145          Asia            Bachelor's                  N
## 146   EZYV146        Europe            Bachelor's                  Y
## 147   EZYV147        Europe            Bachelor's                  Y
## 148   EZYV148          Asia              Master's                  Y
## 149   EZYV149          Asia            Bachelor's                  Y
## 150   EZYV150          Asia              Master's                  N
## 151   EZYV151          Asia            Bachelor's                  N
## 152   EZYV152        Europe              Master's                  Y
## 153   EZYV153          Asia           High School                  Y
## 154   EZYV154          Asia              Master's                  Y
## 155   EZYV155        Europe           High School                  Y
## 156   EZYV156          Asia             Doctorate                  Y
## 157   EZYV157          Asia              Master's                  Y
## 158   EZYV158          Asia             Doctorate                  Y
## 159   EZYV159 North America              Master's                  Y
## 160   EZYV160          Asia           High School                  Y
## 161   EZYV161        Europe             Doctorate                  Y
## 162   EZYV162        Europe            Bachelor's                  Y
## 163   EZYV163 North America             Doctorate                  Y
## 164   EZYV164          Asia            Bachelor's                  Y
## 165   EZYV165          Asia              Master's                  Y
## 166   EZYV166          Asia              Master's                  Y
## 167   EZYV167          Asia            Bachelor's                  Y
## 168   EZYV168          Asia           High School                  Y
## 169   EZYV169          Asia            Bachelor's                  N
## 170   EZYV170          Asia              Master's                  N
## 171   EZYV171        Europe            Bachelor's                  N
## 172   EZYV172 South America            Bachelor's                  Y
## 173   EZYV173          Asia              Master's                  Y
## 174   EZYV174          Asia            Bachelor's                  Y
## 175   EZYV175        Europe            Bachelor's                  Y
## 176   EZYV176          Asia             Doctorate                  Y
## 177   EZYV177 North America            Bachelor's                  Y
## 178   EZYV178          Asia            Bachelor's                  Y
## 179   EZYV179          Asia             Doctorate                  N
## 180   EZYV180          Asia           High School                  Y
## 181   EZYV181        Europe            Bachelor's                  Y
## 182   EZYV182        Europe            Bachelor's                  Y
## 183   EZYV183        Europe              Master's                  N
## 184   EZYV184          Asia              Master's                  N
## 185   EZYV185          Asia            Bachelor's                  N
## 186   EZYV186          Asia           High School                  Y
## 187   EZYV187          Asia            Bachelor's                  N
## 188   EZYV188        Europe           High School                  Y
## 189   EZYV189 South America              Master's                  Y
## 190   EZYV190        Europe             Doctorate                  Y
## 191   EZYV191          Asia            Bachelor's                  Y
## 192   EZYV192          Asia             Doctorate                  Y
## 193   EZYV193 North America              Master's                  Y
## 194   EZYV194          Asia              Master's                  Y
## 195   EZYV195        Africa              Master's                  Y
## 196   EZYV196          Asia            Bachelor's                  N
## 197   EZYV197        Europe              Master's                  N
## 198   EZYV198        Europe              Master's                  N
## 199   EZYV199          Asia              Master's                  N
## 200   EZYV200        Europe              Master's                  Y
## 201   EZYV201          Asia             Doctorate                  Y
## 202   EZYV202          Asia            Bachelor's                  Y
## 203   EZYV203          Asia            Bachelor's                  Y
## 204   EZYV204          Asia              Master's                  N
## 205   EZYV205          Asia           High School                  Y
## 206   EZYV206          Asia           High School                  Y
## 207   EZYV207        Europe             Doctorate                  Y
## 208   EZYV208          Asia           High School                  N
## 209   EZYV209 North America           High School                  N
## 210   EZYV210          Asia              Master's                  N
## 211   EZYV211          Asia              Master's                  Y
## 212   EZYV212          Asia              Master's                  Y
## 213   EZYV213          Asia             Doctorate                  N
## 214   EZYV214 North America              Master's                  N
## 215   EZYV215          Asia            Bachelor's                  N
## 216   EZYV216        Europe            Bachelor's                  N
## 217   EZYV217          Asia              Master's                  Y
## 218   EZYV218 North America            Bachelor's                  Y
## 219   EZYV219        Europe            Bachelor's                  N
## 220   EZYV220        Europe              Master's                  Y
## 221   EZYV221          Asia            Bachelor's                  Y
## 222   EZYV222 North America             Doctorate                  Y
## 223   EZYV223        Europe             Doctorate                  N
## 224   EZYV224        Europe            Bachelor's                  N
## 225   EZYV225 South America            Bachelor's                  N
## 226   EZYV226          Asia            Bachelor's                  Y
## 227   EZYV227 North America              Master's                  N
## 228   EZYV228          Asia           High School                  Y
## 229   EZYV229          Asia           High School                  Y
## 230   EZYV230          Asia              Master's                  N
## 231   EZYV231 North America           High School                  N
## 232   EZYV232          Asia              Master's                  Y
## 233   EZYV233          Asia             Doctorate                  Y
## 234   EZYV234          Asia            Bachelor's                  Y
## 235   EZYV235        Europe            Bachelor's                  N
## 236   EZYV236 North America           High School                  N
## 237   EZYV237          Asia            Bachelor's                  N
## 238   EZYV238 North America              Master's                  N
## 239   EZYV239          Asia              Master's                  N
## 240   EZYV240        Europe              Master's                  Y
## 241   EZYV241        Europe           High School                  Y
## 242   EZYV242       Oceania             Doctorate                  Y
## 243   EZYV243        Africa            Bachelor's                  N
## 244   EZYV244 North America              Master's                  N
## 245   EZYV245        Europe             Doctorate                  Y
## 246   EZYV246        Europe              Master's                  N
## 247   EZYV247        Europe             Doctorate                  Y
## 248   EZYV248        Europe             Doctorate                  N
## 249   EZYV249 North America              Master's                  Y
## 250   EZYV250          Asia           High School                  Y
## 251   EZYV251          Asia              Master's                  Y
## 252   EZYV252        Europe             Doctorate                  N
## 253   EZYV253          Asia            Bachelor's                  Y
## 254   EZYV254        Europe              Master's                  Y
## 255   EZYV255          Asia              Master's                  N
## 256   EZYV256        Europe           High School                  N
## 257   EZYV257          Asia              Master's                  Y
## 258   EZYV258          Asia            Bachelor's                  Y
## 259   EZYV259          Asia            Bachelor's                  N
## 260   EZYV260          Asia            Bachelor's                  Y
## 261   EZYV261          Asia            Bachelor's                  N
## 262   EZYV262          Asia              Master's                  N
## 263   EZYV263          Asia            Bachelor's                  Y
## 264   EZYV264          Asia              Master's                  N
## 265   EZYV265          Asia              Master's                  N
## 266   EZYV266 South America           High School                  Y
## 267   EZYV267          Asia            Bachelor's                  N
## 268   EZYV268 North America              Master's                  Y
## 269   EZYV269          Asia              Master's                  Y
## 270   EZYV270          Asia            Bachelor's                  N
## 271   EZYV271          Asia              Master's                  Y
## 272   EZYV272 North America              Master's                  Y
## 273   EZYV273          Asia           High School                  N
## 274   EZYV274        Africa              Master's                  N
## 275   EZYV275          Asia              Master's                  N
## 276   EZYV276          Asia            Bachelor's                  Y
## 277   EZYV277          Asia            Bachelor's                  Y
## 278   EZYV278          Asia           High School                  N
## 279   EZYV279          Asia              Master's                  N
## 280   EZYV280          Asia           High School                  N
## 281   EZYV281          Asia            Bachelor's                  N
## 282   EZYV282          Asia              Master's                  Y
## 283   EZYV283        Europe            Bachelor's                  Y
## 284   EZYV284 North America            Bachelor's                  N
## 285   EZYV285          Asia            Bachelor's                  Y
## 286   EZYV286 North America              Master's                  Y
## 287   EZYV287        Europe              Master's                  Y
## 288   EZYV288        Europe            Bachelor's                  N
## 289   EZYV289       Oceania            Bachelor's                  N
## 290   EZYV290          Asia              Master's                  N
## 291   EZYV291          Asia              Master's                  N
## 292   EZYV292 North America            Bachelor's                  N
## 293   EZYV293          Asia            Bachelor's                  N
## 294   EZYV294          Asia            Bachelor's                  N
## 295   EZYV295          Asia            Bachelor's                  N
## 296   EZYV296          Asia              Master's                  Y
## 297   EZYV297        Europe            Bachelor's                  Y
## 298   EZYV298          Asia           High School                  N
## 299   EZYV299          Asia            Bachelor's                  N
## 300   EZYV300          Asia              Master's                  Y
## 301   EZYV301          Asia              Master's                  Y
## 302   EZYV302          Asia              Master's                  N
## 303   EZYV303 North America            Bachelor's                  N
## 304   EZYV304          Asia            Bachelor's                  Y
## 305   EZYV305          Asia            Bachelor's                  Y
## 306   EZYV306 North America              Master's                  Y
## 307   EZYV307          Asia            Bachelor's                  Y
## 308   EZYV308 North America              Master's                  Y
## 309   EZYV309          Asia            Bachelor's                  Y
## 310   EZYV310          Asia              Master's                  Y
## 311   EZYV311          Asia              Master's                  Y
## 312   EZYV312        Europe            Bachelor's                  Y
## 313   EZYV313          Asia            Bachelor's                  N
## 314   EZYV314          Asia           High School                  N
## 315   EZYV315          Asia           High School                  N
## 316   EZYV316          Asia           High School                  Y
## 317   EZYV317 North America           High School                  Y
## 318   EZYV318 South America            Bachelor's                  N
## 319   EZYV319          Asia           High School                  N
## 320   EZYV320 North America             Doctorate                  Y
## 321   EZYV321 South America           High School                  Y
## 322   EZYV322          Asia           High School                  N
## 323   EZYV323          Asia            Bachelor's                  Y
## 324   EZYV324          Asia              Master's                  Y
## 325   EZYV325        Europe            Bachelor's                  Y
## 326   EZYV326 North America            Bachelor's                  Y
## 327   EZYV327          Asia            Bachelor's                  Y
## 328   EZYV328        Europe             Doctorate                  Y
## 329   EZYV329          Asia              Master's                  N
## 330   EZYV330          Asia            Bachelor's                  Y
## 331   EZYV331          Asia             Doctorate                  Y
## 332   EZYV332        Europe            Bachelor's                  N
## 333   EZYV333 South America            Bachelor's                  Y
## 334   EZYV334        Europe            Bachelor's                  Y
## 335   EZYV335          Asia              Master's                  Y
## 336   EZYV336          Asia              Master's                  Y
## 337   EZYV337        Europe             Doctorate                  N
## 338   EZYV338 North America            Bachelor's                  N
## 339   EZYV339          Asia            Bachelor's                  Y
## 340   EZYV340          Asia           High School                  Y
## 341   EZYV341        Europe            Bachelor's                  N
## 342   EZYV342          Asia              Master's                  Y
## 343   EZYV343 North America            Bachelor's                  Y
## 344   EZYV344          Asia              Master's                  N
## 345   EZYV345          Asia            Bachelor's                  N
## 346   EZYV346          Asia              Master's                  N
## 347   EZYV347          Asia              Master's                  Y
## 348   EZYV348          Asia            Bachelor's                  N
## 349   EZYV349          Asia              Master's                  N
## 350   EZYV350          Asia              Master's                  Y
## 351   EZYV351          Asia              Master's                  N
## 352   EZYV352          Asia            Bachelor's                  N
## 353   EZYV353          Asia            Bachelor's                  Y
## 354   EZYV354          Asia            Bachelor's                  Y
## 355   EZYV355          Asia            Bachelor's                  Y
## 356   EZYV356          Asia            Bachelor's                  N
## 357   EZYV357 South America             Doctorate                  N
## 358   EZYV358 North America             Doctorate                  Y
## 359   EZYV359          Asia           High School                  N
## 360   EZYV360          Asia            Bachelor's                  Y
## 361   EZYV361          Asia            Bachelor's                  N
## 362   EZYV362          Asia             Doctorate                  Y
## 363   EZYV363 South America            Bachelor's                  Y
## 364   EZYV364          Asia            Bachelor's                  Y
## 365   EZYV365 North America           High School                  N
## 366   EZYV366          Asia             Doctorate                  Y
## 367   EZYV367          Asia              Master's                  Y
## 368   EZYV368        Europe              Master's                  Y
## 369   EZYV369          Asia            Bachelor's                  Y
## 370   EZYV370          Asia              Master's                  Y
## 371   EZYV371 North America            Bachelor's                  Y
## 372   EZYV372          Asia              Master's                  N
## 373   EZYV373          Asia           High School                  Y
## 374   EZYV374          Asia             Doctorate                  N
## 375   EZYV375          Asia           High School                  Y
## 376   EZYV376 North America              Master's                  Y
## 377   EZYV377          Asia            Bachelor's                  N
## 378   EZYV378          Asia              Master's                  Y
## 379   EZYV379          Asia            Bachelor's                  N
## 380   EZYV380          Asia            Bachelor's                  Y
## 381   EZYV381          Asia            Bachelor's                  Y
## 382   EZYV382          Asia              Master's                  Y
## 383   EZYV383          Asia              Master's                  Y
## 384   EZYV384          Asia             Doctorate                  N
## 385   EZYV385          Asia            Bachelor's                  Y
## 386   EZYV386        Europe            Bachelor's                  N
## 387   EZYV387          Asia             Doctorate                  Y
## 388   EZYV388        Africa              Master's                  Y
## 389   EZYV389 North America             Doctorate                  N
## 390   EZYV390 North America              Master's                  Y
## 391   EZYV391 South America           High School                  N
## 392   EZYV392        Europe            Bachelor's                  N
## 393   EZYV393          Asia            Bachelor's                  Y
## 394   EZYV394        Europe            Bachelor's                  N
## 395   EZYV395          Asia            Bachelor's                  Y
## 396   EZYV396 North America            Bachelor's                  Y
## 397   EZYV397 North America           High School                  Y
## 398   EZYV398        Europe             Doctorate                  Y
## 399   EZYV399          Asia              Master's                  Y
## 400   EZYV400          Asia              Master's                  N
## 401   EZYV401        Europe            Bachelor's                  Y
## 402   EZYV402          Asia            Bachelor's                  Y
## 403   EZYV403          Asia              Master's                  N
## 404   EZYV404          Asia              Master's                  N
## 405   EZYV405          Asia            Bachelor's                  Y
## 406   EZYV406 North America           High School                  N
## 407   EZYV407 North America            Bachelor's                  Y
## 408   EZYV408          Asia              Master's                  N
## 409   EZYV409          Asia             Doctorate                  Y
## 410   EZYV410          Asia            Bachelor's                  Y
## 411   EZYV411          Asia              Master's                  Y
## 412   EZYV412        Europe           High School                  N
## 413   EZYV413          Asia            Bachelor's                  Y
## 414   EZYV414 North America           High School                  N
## 415   EZYV415        Europe             Doctorate                  N
## 416   EZYV416 North America              Master's                  N
## 417   EZYV417          Asia              Master's                  Y
## 418   EZYV418          Asia              Master's                  N
## 419   EZYV419          Asia            Bachelor's                  Y
## 420   EZYV420          Asia            Bachelor's                  N
## 421   EZYV421          Asia            Bachelor's                  Y
## 422   EZYV422 South America            Bachelor's                  N
## 423   EZYV423 North America            Bachelor's                  Y
## 424   EZYV424        Europe              Master's                  Y
## 425   EZYV425          Asia             Doctorate                  Y
## 426   EZYV426 North America              Master's                  N
## 427   EZYV427          Asia              Master's                  N
## 428   EZYV428          Asia             Doctorate                  Y
## 429   EZYV429          Asia              Master's                  Y
## 430   EZYV430          Asia            Bachelor's                  N
## 431   EZYV431          Asia           High School                  N
## 432   EZYV432          Asia            Bachelor's                  Y
## 433   EZYV433          Asia            Bachelor's                  N
## 434   EZYV434          Asia            Bachelor's                  N
## 435   EZYV435          Asia              Master's                  Y
## 436   EZYV436          Asia              Master's                  N
## 437   EZYV437          Asia           High School                  Y
## 438   EZYV438          Asia              Master's                  N
## 439   EZYV439          Asia           High School                  Y
## 440   EZYV440          Asia            Bachelor's                  Y
## 441   EZYV441          Asia              Master's                  N
## 442   EZYV442          Asia            Bachelor's                  Y
## 443   EZYV443          Asia              Master's                  N
## 444   EZYV444 North America            Bachelor's                  N
## 445   EZYV445          Asia            Bachelor's                  Y
## 446   EZYV446          Asia             Doctorate                  N
## 447   EZYV447 South America              Master's                  Y
## 448   EZYV448        Africa            Bachelor's                  Y
## 449   EZYV449          Asia            Bachelor's                  Y
## 450   EZYV450 North America              Master's                  N
## 451   EZYV451          Asia            Bachelor's                  N
## 452   EZYV452          Asia              Master's                  Y
## 453   EZYV453          Asia              Master's                  Y
## 454   EZYV454          Asia            Bachelor's                  Y
## 455   EZYV455 North America            Bachelor's                  Y
## 456   EZYV456          Asia             Doctorate                  N
## 457   EZYV457        Europe            Bachelor's                  N
## 458   EZYV458          Asia              Master's                  Y
## 459   EZYV459          Asia            Bachelor's                  Y
## 460   EZYV460 North America              Master's                  N
## 461   EZYV461          Asia              Master's                  N
## 462   EZYV462 North America            Bachelor's                  N
## 463   EZYV463          Asia            Bachelor's                  Y
## 464   EZYV464          Asia              Master's                  Y
## 465   EZYV465          Asia            Bachelor's                  N
## 466   EZYV466          Asia            Bachelor's                  N
## 467   EZYV467          Asia            Bachelor's                  Y
## 468   EZYV468          Asia           High School                  Y
## 469   EZYV469        Europe             Doctorate                  Y
## 470   EZYV470 North America              Master's                  N
## 471   EZYV471          Asia            Bachelor's                  Y
## 472   EZYV472          Asia              Master's                  N
## 473   EZYV473          Asia              Master's                  N
## 474   EZYV474 North America           High School                  N
## 475   EZYV475          Asia             Doctorate                  N
## 476   EZYV476 North America             Doctorate                  Y
## 477   EZYV477 North America             Doctorate                  Y
## 478   EZYV478        Europe            Bachelor's                  Y
## 479   EZYV479          Asia             Doctorate                  Y
## 480   EZYV480          Asia           High School                  Y
## 481   EZYV481        Africa              Master's                  Y
## 482   EZYV482        Africa              Master's                  Y
## 483   EZYV483 North America              Master's                  Y
## 484   EZYV484 North America             Doctorate                  Y
## 485   EZYV485          Asia              Master's                  Y
## 486   EZYV486          Asia            Bachelor's                  N
## 487   EZYV487          Asia              Master's                  N
## 488   EZYV488          Asia            Bachelor's                  N
## 489   EZYV489 North America              Master's                  N
## 490   EZYV490 North America              Master's                  Y
## 491   EZYV491          Asia              Master's                  N
## 492   EZYV492          Asia            Bachelor's                  N
## 493   EZYV493          Asia              Master's                  N
## 494   EZYV494          Asia            Bachelor's                  Y
## 495   EZYV495 South America           High School                  Y
## 496   EZYV496          Asia              Master's                  N
## 497   EZYV497 North America              Master's                  Y
## 498   EZYV498 North America            Bachelor's                  Y
## 499   EZYV499          Asia            Bachelor's                  N
## 500   EZYV500          Asia            Bachelor's                  N
## 501   EZYV501          Asia              Master's                  Y
## 502   EZYV502          Asia            Bachelor's                  N
## 503   EZYV503 North America              Master's                  N
## 504   EZYV504        Europe            Bachelor's                  N
## 505   EZYV505        Europe              Master's                  N
## 506   EZYV506          Asia              Master's                  Y
## 507   EZYV507        Europe             Doctorate                  N
## 508   EZYV508 North America            Bachelor's                  Y
## 509   EZYV509          Asia            Bachelor's                  Y
## 510   EZYV510          Asia           High School                  Y
## 511   EZYV511        Africa              Master's                  Y
## 512   EZYV512        Europe           High School                  Y
## 513   EZYV513          Asia              Master's                  Y
## 514   EZYV514          Asia            Bachelor's                  Y
## 515   EZYV515          Asia            Bachelor's                  Y
## 516   EZYV516          Asia              Master's                  Y
## 517   EZYV517          Asia              Master's                  Y
## 518   EZYV518          Asia              Master's                  Y
## 519   EZYV519          Asia            Bachelor's                  N
## 520   EZYV520          Asia              Master's                  Y
## 521   EZYV521          Asia            Bachelor's                  Y
## 522   EZYV522          Asia              Master's                  Y
## 523   EZYV523          Asia              Master's                  N
## 524   EZYV524          Asia             Doctorate                  Y
## 525   EZYV525          Asia            Bachelor's                  Y
## 526   EZYV526 North America            Bachelor's                  Y
## 527   EZYV527 North America              Master's                  N
## 528   EZYV528          Asia              Master's                  Y
## 529   EZYV529          Asia            Bachelor's                  Y
## 530   EZYV530 North America           High School                  N
## 531   EZYV531          Asia              Master's                  Y
## 532   EZYV532        Europe              Master's                  N
## 533   EZYV533          Asia              Master's                  Y
## 534   EZYV534 North America              Master's                  Y
## 535   EZYV535          Asia              Master's                  N
## 536   EZYV536          Asia              Master's                  N
## 537   EZYV537        Europe            Bachelor's                  N
## 538   EZYV538          Asia           High School                  Y
## 539   EZYV539          Asia              Master's                  Y
## 540   EZYV540        Europe            Bachelor's                  Y
## 541   EZYV541        Africa              Master's                  Y
## 542   EZYV542        Africa            Bachelor's                  N
## 543   EZYV543          Asia              Master's                  N
## 544   EZYV544        Europe              Master's                  Y
## 545   EZYV545          Asia            Bachelor's                  Y
## 546   EZYV546          Asia              Master's                  N
## 547   EZYV547          Asia              Master's                  N
## 548   EZYV548          Asia            Bachelor's                  Y
## 549   EZYV549 South America              Master's                  Y
## 550   EZYV550          Asia            Bachelor's                  N
## 551   EZYV551          Asia              Master's                  N
## 552   EZYV552          Asia             Doctorate                  N
## 553   EZYV553 North America            Bachelor's                  N
## 554   EZYV554 North America              Master's                  Y
## 555   EZYV555          Asia              Master's                  Y
## 556   EZYV556          Asia              Master's                  Y
## 557   EZYV557          Asia              Master's                  Y
## 558   EZYV558          Asia            Bachelor's                  N
## 559   EZYV559          Asia              Master's                  N
## 560   EZYV560          Asia              Master's                  Y
## 561   EZYV561          Asia            Bachelor's                  N
## 562   EZYV562          Asia              Master's                  Y
## 563   EZYV563        Europe              Master's                  N
## 564   EZYV564 North America            Bachelor's                  N
## 565   EZYV565        Europe             Doctorate                  Y
## 566   EZYV566          Asia           High School                  Y
## 567   EZYV567          Asia            Bachelor's                  Y
## 568   EZYV568          Asia            Bachelor's                  Y
## 569   EZYV569          Asia           High School                  N
## 570   EZYV570          Asia              Master's                  Y
## 571   EZYV571          Asia            Bachelor's                  Y
## 572   EZYV572          Asia           High School                  N
## 573   EZYV573          Asia              Master's                  Y
## 574   EZYV574          Asia              Master's                  Y
## 575   EZYV575          Asia              Master's                  Y
## 576   EZYV576          Asia           High School                  Y
## 577   EZYV577          Asia              Master's                  Y
## 578   EZYV578 North America              Master's                  Y
## 579   EZYV579          Asia            Bachelor's                  Y
## 580   EZYV580 North America              Master's                  Y
## 581   EZYV581          Asia              Master's                  N
## 582   EZYV582 North America            Bachelor's                  N
## 583   EZYV583          Asia            Bachelor's                  Y
## 584   EZYV584 North America            Bachelor's                  Y
## 585   EZYV585          Asia           High School                  N
## 586   EZYV586          Asia           High School                  N
## 587   EZYV587          Asia              Master's                  N
## 588   EZYV588          Asia              Master's                  Y
## 589   EZYV589          Asia            Bachelor's                  Y
## 590   EZYV590 North America              Master's                  N
## 591   EZYV591          Asia              Master's                  Y
## 592   EZYV592        Europe            Bachelor's                  N
## 593   EZYV593          Asia              Master's                  N
## 594   EZYV594          Asia           High School                  N
## 595   EZYV595          Asia              Master's                  N
## 596   EZYV596 North America            Bachelor's                  Y
## 597   EZYV597          Asia            Bachelor's                  Y
## 598   EZYV598          Asia              Master's                  Y
## 599   EZYV599 South America              Master's                  Y
## 600   EZYV600          Asia             Doctorate                  Y
## 601   EZYV601          Asia            Bachelor's                  Y
## 602   EZYV602 North America              Master's                  Y
## 603   EZYV603 South America           High School                  N
## 604   EZYV604          Asia           High School                  Y
## 605   EZYV605          Asia              Master's                  Y
## 606   EZYV606          Asia              Master's                  N
## 607   EZYV607          Asia             Doctorate                  N
## 608   EZYV608          Asia            Bachelor's                  N
## 609   EZYV609 North America              Master's                  Y
## 610   EZYV610          Asia            Bachelor's                  Y
## 611   EZYV611          Asia            Bachelor's                  N
## 612   EZYV612          Asia            Bachelor's                  Y
## 613   EZYV613          Asia             Doctorate                  Y
## 614   EZYV614          Asia              Master's                  Y
## 615   EZYV615          Asia             Doctorate                  N
## 616   EZYV616          Asia              Master's                  Y
## 617   EZYV617          Asia           High School                  Y
## 618   EZYV618          Asia            Bachelor's                  Y
## 619   EZYV619        Africa              Master's                  Y
## 620   EZYV620          Asia              Master's                  N
## 621   EZYV621        Africa              Master's                  N
## 622   EZYV622          Asia            Bachelor's                  Y
## 623   EZYV623          Asia            Bachelor's                  N
## 624   EZYV624        Europe            Bachelor's                  Y
## 625   EZYV625        Europe              Master's                  N
## 626   EZYV626        Europe            Bachelor's                  Y
## 627   EZYV627        Europe            Bachelor's                  N
## 628   EZYV628          Asia              Master's                  Y
## 629   EZYV629        Europe             Doctorate                  Y
## 630   EZYV630        Europe            Bachelor's                  Y
## 631   EZYV631          Asia              Master's                  Y
## 632   EZYV632          Asia             Doctorate                  N
## 633   EZYV633          Asia              Master's                  Y
## 634   EZYV634          Asia              Master's                  Y
## 635   EZYV635          Asia              Master's                  N
## 636   EZYV636          Asia            Bachelor's                  Y
## 637   EZYV637          Asia              Master's                  N
## 638   EZYV638        Europe            Bachelor's                  Y
## 639   EZYV639        Europe            Bachelor's                  Y
## 640   EZYV640          Asia              Master's                  Y
## 641   EZYV641 South America            Bachelor's                  N
## 642   EZYV642          Asia            Bachelor's                  N
## 643   EZYV643          Asia            Bachelor's                  Y
## 644   EZYV644          Asia            Bachelor's                  N
## 645   EZYV645 North America            Bachelor's                  N
## 646   EZYV646          Asia             Doctorate                  Y
## 647   EZYV647          Asia              Master's                  N
## 648   EZYV648          Asia            Bachelor's                  Y
## 649   EZYV649          Asia              Master's                  Y
## 650   EZYV650        Africa            Bachelor's                  N
## 651   EZYV651          Asia           High School                  Y
## 652   EZYV652          Asia            Bachelor's                  Y
## 653   EZYV653 North America            Bachelor's                  N
## 654   EZYV654          Asia              Master's                  N
## 655   EZYV655        Europe           High School                  Y
## 656   EZYV656          Asia              Master's                  Y
## 657   EZYV657 North America            Bachelor's                  Y
## 658   EZYV658 North America            Bachelor's                  Y
## 659   EZYV659          Asia            Bachelor's                  Y
## 660   EZYV660          Asia            Bachelor's                  Y
## 661   EZYV661        Africa             Doctorate                  Y
## 662   EZYV662          Asia              Master's                  N
## 663   EZYV663          Asia            Bachelor's                  N
## 664   EZYV664          Asia            Bachelor's                  Y
## 665   EZYV665        Europe            Bachelor's                  N
## 666   EZYV666 North America              Master's                  N
## 667   EZYV667          Asia           High School                  Y
## 668   EZYV668          Asia              Master's                  Y
## 669   EZYV669          Asia            Bachelor's                  Y
## 670   EZYV670          Asia            Bachelor's                  Y
## 671   EZYV671          Asia            Bachelor's                  N
## 672   EZYV672          Asia           High School                  Y
## 673   EZYV673          Asia              Master's                  N
## 674   EZYV674          Asia              Master's                  N
## 675   EZYV675          Asia              Master's                  N
## 676   EZYV676          Asia            Bachelor's                  Y
## 677   EZYV677          Asia            Bachelor's                  N
## 678   EZYV678        Europe             Doctorate                  Y
## 679   EZYV679          Asia            Bachelor's                  Y
## 680   EZYV680          Asia            Bachelor's                  N
## 681   EZYV681        Europe           High School                  Y
## 682   EZYV682          Asia           High School                  Y
## 683   EZYV683          Asia            Bachelor's                  N
## 684   EZYV684        Europe            Bachelor's                  N
## 685   EZYV685          Asia            Bachelor's                  N
## 686   EZYV686          Asia            Bachelor's                  N
## 687   EZYV687          Asia              Master's                  N
## 688   EZYV688 North America            Bachelor's                  Y
## 689   EZYV689          Asia            Bachelor's                  N
## 690   EZYV690          Asia              Master's                  Y
## 691   EZYV691          Asia            Bachelor's                  N
## 692   EZYV692          Asia              Master's                  Y
## 693   EZYV693          Asia              Master's                  N
## 694   EZYV694          Asia              Master's                  Y
## 695   EZYV695 North America           High School                  Y
## 696   EZYV696        Europe            Bachelor's                  N
## 697   EZYV697 North America              Master's                  Y
## 698   EZYV698        Africa              Master's                  Y
## 699   EZYV699          Asia              Master's                  N
## 700   EZYV700          Asia              Master's                  Y
## 701   EZYV701          Asia            Bachelor's                  Y
## 702   EZYV702          Asia           High School                  Y
## 703   EZYV703          Asia             Doctorate                  Y
## 704   EZYV704          Asia            Bachelor's                  N
## 705   EZYV705 North America              Master's                  Y
## 706   EZYV706          Asia              Master's                  Y
## 707   EZYV707          Asia            Bachelor's                  Y
## 708   EZYV708 North America            Bachelor's                  Y
## 709   EZYV709       Oceania            Bachelor's                  N
## 710   EZYV710        Europe             Doctorate                  N
## 711   EZYV711        Europe            Bachelor's                  Y
## 712   EZYV712          Asia            Bachelor's                  N
## 713   EZYV713        Europe             Doctorate                  Y
## 714   EZYV714          Asia           High School                  N
## 715   EZYV715          Asia            Bachelor's                  Y
## 716   EZYV716          Asia              Master's                  N
## 717   EZYV717 South America           High School                  Y
## 718   EZYV718 North America              Master's                  Y
## 719   EZYV719        Europe            Bachelor's                  N
## 720   EZYV720          Asia              Master's                  Y
## 721   EZYV721 North America            Bachelor's                  Y
## 722   EZYV722          Asia              Master's                  Y
## 723   EZYV723 North America           High School                  N
## 724   EZYV724 North America             Doctorate                  N
## 725   EZYV725 North America              Master's                  Y
## 726   EZYV726 North America              Master's                  N
## 727   EZYV727          Asia            Bachelor's                  N
## 728   EZYV728          Asia           High School                  N
## 729   EZYV729          Asia           High School                  Y
## 730   EZYV730        Africa            Bachelor's                  Y
## 731   EZYV731          Asia            Bachelor's                  Y
## 732   EZYV732          Asia           High School                  N
## 733   EZYV733          Asia            Bachelor's                  N
## 734   EZYV734          Asia             Doctorate                  Y
## 735   EZYV735          Asia             Doctorate                  N
## 736   EZYV736        Africa              Master's                  Y
## 737   EZYV737          Asia              Master's                  Y
## 738   EZYV738          Asia              Master's                  Y
## 739   EZYV739 North America            Bachelor's                  Y
## 740   EZYV740          Asia           High School                  N
## 741   EZYV741 South America           High School                  Y
## 742   EZYV742          Asia           High School                  Y
## 743   EZYV743        Europe             Doctorate                  N
## 744   EZYV744        Europe            Bachelor's                  Y
## 745   EZYV745 North America           High School                  Y
## 746   EZYV746          Asia              Master's                  Y
## 747   EZYV747          Asia           High School                  Y
## 748   EZYV748        Europe             Doctorate                  Y
## 749   EZYV749 South America            Bachelor's                  Y
## 750   EZYV750          Asia              Master's                  N
## 751   EZYV751          Asia            Bachelor's                  Y
## 752   EZYV752          Asia              Master's                  N
## 753   EZYV753          Asia            Bachelor's                  Y
## 754   EZYV754          Asia            Bachelor's                  N
## 755   EZYV755          Asia            Bachelor's                  Y
## 756   EZYV756          Asia           High School                  Y
## 757   EZYV757          Asia             Doctorate                  N
## 758   EZYV758          Asia              Master's                  N
## 759   EZYV759        Europe             Doctorate                  Y
## 760   EZYV760        Europe           High School                  Y
## 761   EZYV761        Europe              Master's                  N
## 762   EZYV762          Asia              Master's                  Y
## 763   EZYV763 North America            Bachelor's                  Y
## 764   EZYV764          Asia            Bachelor's                  Y
## 765   EZYV765          Asia            Bachelor's                  Y
## 766   EZYV766          Asia              Master's                  Y
## 767   EZYV767          Asia             Doctorate                  Y
## 768   EZYV768          Asia            Bachelor's                  Y
## 769   EZYV769          Asia              Master's                  Y
## 770   EZYV770        Europe           High School                  N
## 771   EZYV771        Europe              Master's                  N
## 772   EZYV772 North America            Bachelor's                  Y
## 773   EZYV773          Asia            Bachelor's                  N
## 774   EZYV774        Europe              Master's                  Y
## 775   EZYV775          Asia            Bachelor's                  N
## 776   EZYV776          Asia            Bachelor's                  Y
## 777   EZYV777          Asia              Master's                  Y
## 778   EZYV778          Asia             Doctorate                  Y
## 779   EZYV779 South America              Master's                  Y
## 780   EZYV780          Asia              Master's                  Y
## 781   EZYV781          Asia            Bachelor's                  N
## 782   EZYV782        Europe              Master's                  Y
## 783   EZYV783        Europe            Bachelor's                  Y
## 784   EZYV784          Asia              Master's                  Y
## 785   EZYV785        Africa              Master's                  Y
## 786   EZYV786        Europe           High School                  Y
## 787   EZYV787          Asia              Master's                  Y
## 788   EZYV788 North America             Doctorate                  N
## 789   EZYV789          Asia            Bachelor's                  N
## 790   EZYV790          Asia              Master's                  N
## 791   EZYV791          Asia            Bachelor's                  N
## 792   EZYV792          Asia           High School                  Y
## 793   EZYV793 North America            Bachelor's                  Y
## 794   EZYV794          Asia              Master's                  Y
## 795   EZYV795        Europe              Master's                  Y
## 796   EZYV796          Asia              Master's                  N
## 797   EZYV797          Asia            Bachelor's                  Y
## 798   EZYV798 North America              Master's                  Y
## 799   EZYV799          Asia            Bachelor's                  N
## 800   EZYV800          Asia           High School                  N
## 801   EZYV801        Europe           High School                  Y
## 802   EZYV802          Asia           High School                  N
## 803   EZYV803          Asia            Bachelor's                  Y
## 804   EZYV804        Europe            Bachelor's                  Y
## 805   EZYV805 South America            Bachelor's                  N
## 806   EZYV806          Asia             Doctorate                  Y
## 807   EZYV807          Asia            Bachelor's                  Y
## 808   EZYV808          Asia              Master's                  Y
## 809   EZYV809          Asia            Bachelor's                  Y
## 810   EZYV810        Europe             Doctorate                  Y
## 811   EZYV811          Asia            Bachelor's                  N
## 812   EZYV812          Asia              Master's                  Y
## 813   EZYV813          Asia            Bachelor's                  N
## 814   EZYV814          Asia              Master's                  Y
## 815   EZYV815 North America            Bachelor's                  N
## 816   EZYV816        Europe            Bachelor's                  Y
## 817   EZYV817          Asia            Bachelor's                  N
## 818   EZYV818 North America            Bachelor's                  N
## 819   EZYV819          Asia              Master's                  Y
## 820   EZYV820        Europe            Bachelor's                  N
## 821   EZYV821 South America              Master's                  Y
## 822   EZYV822          Asia             Doctorate                  N
## 823   EZYV823        Europe              Master's                  Y
## 824   EZYV824          Asia            Bachelor's                  N
## 825   EZYV825        Europe            Bachelor's                  Y
## 826   EZYV826          Asia              Master's                  Y
## 827   EZYV827 South America              Master's                  Y
## 828   EZYV828        Europe            Bachelor's                  Y
## 829   EZYV829          Asia              Master's                  Y
## 830   EZYV830 North America              Master's                  N
## 831   EZYV831 North America           High School                  N
## 832   EZYV832          Asia            Bachelor's                  N
## 833   EZYV833 South America              Master's                  Y
## 834   EZYV834          Asia              Master's                  Y
## 835   EZYV835          Asia            Bachelor's                  N
## 836   EZYV836          Asia              Master's                  Y
## 837   EZYV837          Asia              Master's                  N
## 838   EZYV838        Europe            Bachelor's                  N
## 839   EZYV839        Africa              Master's                  Y
## 840   EZYV840          Asia           High School                  Y
## 841   EZYV841          Asia              Master's                  Y
## 842   EZYV842          Asia           High School                  N
## 843   EZYV843        Europe             Doctorate                  N
## 844   EZYV844          Asia            Bachelor's                  N
## 845   EZYV845          Asia           High School                  Y
## 846   EZYV846          Asia            Bachelor's                  Y
## 847   EZYV847          Asia              Master's                  N
## 848   EZYV848 North America              Master's                  N
## 849   EZYV849          Asia           High School                  N
## 850   EZYV850        Africa              Master's                  Y
## 851   EZYV851          Asia            Bachelor's                  N
## 852   EZYV852        Europe            Bachelor's                  Y
## 853   EZYV853          Asia              Master's                  N
## 854   EZYV854          Asia              Master's                  Y
## 855   EZYV855 North America            Bachelor's                  N
## 856   EZYV856          Asia           High School                  N
## 857   EZYV857        Europe             Doctorate                  N
## 858   EZYV858          Asia            Bachelor's                  Y
## 859   EZYV859          Asia            Bachelor's                  Y
## 860   EZYV860          Asia              Master's                  Y
## 861   EZYV861        Europe              Master's                  N
## 862   EZYV862 North America             Doctorate                  N
## 863   EZYV863 North America             Doctorate                  N
## 864   EZYV864          Asia              Master's                  Y
## 865   EZYV865 North America            Bachelor's                  N
## 866   EZYV866          Asia            Bachelor's                  Y
## 867   EZYV867          Asia              Master's                  Y
## 868   EZYV868          Asia           High School                  N
## 869   EZYV869          Asia              Master's                  Y
## 870   EZYV870 North America            Bachelor's                  Y
## 871   EZYV871          Asia            Bachelor's                  Y
## 872   EZYV872          Asia              Master's                  N
## 873   EZYV873          Asia            Bachelor's                  Y
## 874   EZYV874 North America            Bachelor's                  Y
## 875   EZYV875          Asia            Bachelor's                  N
## 876   EZYV876          Asia              Master's                  N
## 877   EZYV877 South America            Bachelor's                  Y
## 878   EZYV878          Asia            Bachelor's                  N
## 879   EZYV879          Asia           High School                  Y
## 880   EZYV880          Asia              Master's                  N
## 881   EZYV881          Asia           High School                  N
## 882   EZYV882          Asia            Bachelor's                  Y
## 883   EZYV883 North America              Master's                  N
## 884   EZYV884          Asia            Bachelor's                  Y
## 885   EZYV885          Asia              Master's                  N
## 886   EZYV886 South America            Bachelor's                  Y
## 887   EZYV887 North America            Bachelor's                  N
## 888   EZYV888          Asia              Master's                  N
## 889   EZYV889        Europe            Bachelor's                  Y
## 890   EZYV890        Europe            Bachelor's                  N
## 891   EZYV891          Asia              Master's                  N
## 892   EZYV892          Asia              Master's                  N
## 893   EZYV893 North America              Master's                  Y
## 894   EZYV894          Asia              Master's                  Y
## 895   EZYV895        Europe             Doctorate                  N
## 896   EZYV896        Africa           High School                  Y
## 897   EZYV897          Asia            Bachelor's                  Y
## 898   EZYV898          Asia            Bachelor's                  Y
## 899   EZYV899        Africa              Master's                  Y
## 900   EZYV900          Asia              Master's                  N
## 901   EZYV901          Asia           High School                  N
## 902   EZYV902          Asia            Bachelor's                  N
## 903   EZYV903          Asia            Bachelor's                  N
## 904   EZYV904          Asia              Master's                  Y
## 905   EZYV905          Asia            Bachelor's                  Y
## 906   EZYV906 North America            Bachelor's                  Y
## 907   EZYV907          Asia              Master's                  Y
## 908   EZYV908          Asia              Master's                  N
## 909   EZYV909        Africa              Master's                  N
## 910   EZYV910          Asia             Doctorate                  Y
## 911   EZYV911          Asia              Master's                  N
## 912   EZYV912          Asia              Master's                  N
## 913   EZYV913          Asia            Bachelor's                  Y
## 914   EZYV914          Asia            Bachelor's                  Y
## 915   EZYV915          Asia             Doctorate                  N
## 916   EZYV916          Asia            Bachelor's                  N
## 917   EZYV917 South America              Master's                  N
## 918   EZYV918        Europe              Master's                  Y
## 919   EZYV919          Asia             Doctorate                  N
## 920   EZYV920          Asia              Master's                  N
## 921   EZYV921          Asia              Master's                  Y
## 922   EZYV922          Asia              Master's                  Y
## 923   EZYV923        Europe              Master's                  N
## 924   EZYV924          Asia            Bachelor's                  Y
## 925   EZYV925          Asia              Master's                  Y
## 926   EZYV926          Asia              Master's                  Y
## 927   EZYV927          Asia              Master's                  N
## 928   EZYV928 North America              Master's                  Y
## 929   EZYV929 North America             Doctorate                  Y
## 930   EZYV930          Asia              Master's                  Y
## 931   EZYV931          Asia            Bachelor's                  Y
## 932   EZYV932          Asia            Bachelor's                  Y
## 933   EZYV933          Asia            Bachelor's                  N
## 934   EZYV934          Asia              Master's                  Y
## 935   EZYV935          Asia            Bachelor's                  N
## 936   EZYV936          Asia              Master's                  Y
## 937   EZYV937          Asia           High School                  N
## 938   EZYV938          Asia            Bachelor's                  N
## 939   EZYV939          Asia              Master's                  N
## 940   EZYV940          Asia              Master's                  Y
## 941   EZYV941          Asia              Master's                  N
## 942   EZYV942 North America              Master's                  N
## 943   EZYV943 North America           High School                  N
## 944   EZYV944        Europe             Doctorate                  Y
## 945   EZYV945          Asia              Master's                  Y
## 946   EZYV946        Europe            Bachelor's                  Y
## 947   EZYV947          Asia              Master's                  Y
## 948   EZYV948 North America              Master's                  Y
## 949   EZYV949          Asia              Master's                  N
## 950   EZYV950        Europe              Master's                  Y
## 951   EZYV951        Europe              Master's                  Y
## 952   EZYV952          Asia            Bachelor's                  Y
## 953   EZYV953          Asia              Master's                  N
## 954   EZYV954        Europe              Master's                  Y
## 955   EZYV955          Asia            Bachelor's                  N
## 956   EZYV956       Oceania              Master's                  N
## 957   EZYV957          Asia            Bachelor's                  N
## 958   EZYV958          Asia            Bachelor's                  N
## 959   EZYV959          Asia              Master's                  Y
## 960   EZYV960          Asia            Bachelor's                  N
## 961   EZYV961       Oceania            Bachelor's                  N
## 962   EZYV962          Asia              Master's                  N
## 963   EZYV963        Europe           High School                  Y
## 964   EZYV964          Asia              Master's                  Y
## 965   EZYV965 North America              Master's                  N
## 966   EZYV966          Asia              Master's                  N
## 967   EZYV967        Europe              Master's                  N
## 968   EZYV968        Europe              Master's                  Y
## 969   EZYV969        Africa             Doctorate                  Y
## 970   EZYV970          Asia              Master's                  N
## 971   EZYV971          Asia            Bachelor's                  Y
## 972   EZYV972 North America            Bachelor's                  Y
## 973   EZYV973          Asia            Bachelor's                  N
## 974   EZYV974          Asia              Master's                  Y
## 975   EZYV975          Asia            Bachelor's                  Y
## 976   EZYV976          Asia            Bachelor's                  N
## 977   EZYV977          Asia              Master's                  Y
## 978   EZYV978          Asia           High School                  N
## 979   EZYV979          Asia              Master's                  Y
## 980   EZYV980          Asia             Doctorate                  Y
## 981   EZYV981          Asia            Bachelor's                  N
## 982   EZYV982          Asia              Master's                  Y
## 983   EZYV983          Asia            Bachelor's                  N
## 984   EZYV984          Asia              Master's                  Y
## 985   EZYV985          Asia              Master's                  N
## 986   EZYV986        Europe            Bachelor's                  N
## 987   EZYV987          Asia            Bachelor's                  Y
## 988   EZYV988          Asia              Master's                  Y
## 989   EZYV989 North America            Bachelor's                  Y
## 990   EZYV990        Europe           High School                  Y
## 991   EZYV991 North America             Doctorate                  Y
## 992   EZYV992          Asia           High School                  N
## 993   EZYV993          Asia              Master's                  Y
## 994   EZYV994 South America            Bachelor's                  N
## 995   EZYV995          Asia            Bachelor's                  Y
## 996   EZYV996          Asia              Master's                  N
## 997   EZYV997 North America              Master's                  N
## 998   EZYV998          Asia            Bachelor's                  Y
## 999   EZYV999          Asia           High School                  Y
## 1000 EZYV1000        Europe             Doctorate                  N
## 1001 EZYV1001          Asia              Master's                  N
## 1002 EZYV1002          Asia              Master's                  Y
## 1003 EZYV1003          Asia            Bachelor's                  Y
## 1004 EZYV1004          Asia            Bachelor's                  N
## 1005 EZYV1005          Asia              Master's                  Y
## 1006 EZYV1006          Asia              Master's                  N
## 1007 EZYV1007 South America           High School                  N
## 1008 EZYV1008          Asia              Master's                  N
## 1009 EZYV1009 North America              Master's                  N
## 1010 EZYV1010          Asia            Bachelor's                  N
## 1011 EZYV1011        Europe           High School                  N
## 1012 EZYV1012          Asia              Master's                  N
## 1013 EZYV1013          Asia           High School                  Y
## 1014 EZYV1014          Asia           High School                  N
## 1015 EZYV1015 South America            Bachelor's                  N
## 1016 EZYV1016          Asia             Doctorate                  Y
## 1017 EZYV1017          Asia            Bachelor's                  Y
## 1018 EZYV1018          Asia              Master's                  N
## 1019 EZYV1019          Asia           High School                  Y
## 1020 EZYV1020        Europe             Doctorate                  Y
## 1021 EZYV1021        Europe             Doctorate                  N
## 1022 EZYV1022          Asia              Master's                  N
## 1023 EZYV1023 North America            Bachelor's                  Y
## 1024 EZYV1024          Asia              Master's                  Y
## 1025 EZYV1025          Asia              Master's                  N
## 1026 EZYV1026        Europe            Bachelor's                  N
## 1027 EZYV1027          Asia            Bachelor's                  Y
## 1028 EZYV1028          Asia              Master's                  Y
## 1029 EZYV1029 North America              Master's                  N
## 1030 EZYV1030          Asia           High School                  N
## 1031 EZYV1031          Asia            Bachelor's                  Y
## 1032 EZYV1032          Asia              Master's                  Y
## 1033 EZYV1033          Asia            Bachelor's                  Y
## 1034 EZYV1034          Asia              Master's                  Y
## 1035 EZYV1035          Asia             Doctorate                  Y
## 1036 EZYV1036        Europe            Bachelor's                  Y
## 1037 EZYV1037          Asia            Bachelor's                  Y
## 1038 EZYV1038          Asia            Bachelor's                  N
## 1039 EZYV1039          Asia              Master's                  Y
## 1040 EZYV1040        Europe           High School                  Y
## 1041 EZYV1041          Asia              Master's                  Y
## 1042 EZYV1042          Asia              Master's                  Y
## 1043 EZYV1043 North America           High School                  N
## 1044 EZYV1044          Asia              Master's                  N
## 1045 EZYV1045          Asia            Bachelor's                  N
## 1046 EZYV1046        Europe             Doctorate                  Y
## 1047 EZYV1047          Asia            Bachelor's                  Y
## 1048 EZYV1048          Asia             Doctorate                  Y
## 1049 EZYV1049          Asia              Master's                  Y
## 1050 EZYV1050          Asia           High School                  Y
## 1051 EZYV1051          Asia              Master's                  Y
## 1052 EZYV1052        Europe             Doctorate                  Y
## 1053 EZYV1053        Africa           High School                  Y
## 1054 EZYV1054          Asia           High School                  N
## 1055 EZYV1055          Asia            Bachelor's                  Y
## 1056 EZYV1056        Europe           High School                  Y
## 1057 EZYV1057          Asia              Master's                  N
## 1058 EZYV1058          Asia            Bachelor's                  Y
## 1059 EZYV1059          Asia           High School                  Y
## 1060 EZYV1060          Asia            Bachelor's                  Y
## 1061 EZYV1061 North America           High School                  Y
## 1062 EZYV1062          Asia              Master's                  Y
## 1063 EZYV1063          Asia            Bachelor's                  Y
## 1064 EZYV1064        Europe             Doctorate                  Y
## 1065 EZYV1065          Asia            Bachelor's                  Y
## 1066 EZYV1066          Asia            Bachelor's                  Y
## 1067 EZYV1067          Asia              Master's                  N
## 1068 EZYV1068        Europe            Bachelor's                  Y
## 1069 EZYV1069        Africa              Master's                  N
## 1070 EZYV1070          Asia              Master's                  Y
## 1071 EZYV1071 North America              Master's                  N
## 1072 EZYV1072          Asia            Bachelor's                  Y
## 1073 EZYV1073 North America              Master's                  N
## 1074 EZYV1074 North America             Doctorate                  Y
## 1075 EZYV1075          Asia              Master's                  Y
## 1076 EZYV1076 North America            Bachelor's                  Y
## 1077 EZYV1077          Asia              Master's                  Y
## 1078 EZYV1078          Asia              Master's                  N
## 1079 EZYV1079          Asia            Bachelor's                  N
## 1080 EZYV1080        Europe             Doctorate                  Y
## 1081 EZYV1081 North America              Master's                  N
## 1082 EZYV1082 North America              Master's                  N
## 1083 EZYV1083          Asia             Doctorate                  Y
## 1084 EZYV1084          Asia              Master's                  Y
## 1085 EZYV1085          Asia              Master's                  Y
## 1086 EZYV1086          Asia             Doctorate                  N
## 1087 EZYV1087 North America            Bachelor's                  N
## 1088 EZYV1088          Asia            Bachelor's                  Y
## 1089 EZYV1089          Asia            Bachelor's                  Y
## 1090 EZYV1090          Asia            Bachelor's                  Y
## 1091 EZYV1091          Asia             Doctorate                  N
## 1092 EZYV1092        Africa              Master's                  Y
## 1093 EZYV1093        Europe            Bachelor's                  Y
## 1094 EZYV1094        Europe            Bachelor's                  Y
## 1095 EZYV1095          Asia              Master's                  N
## 1096 EZYV1096          Asia            Bachelor's                  N
## 1097 EZYV1097          Asia            Bachelor's                  Y
## 1098 EZYV1098          Asia            Bachelor's                  N
## 1099 EZYV1099          Asia              Master's                  N
## 1100 EZYV1100       Oceania           High School                  Y
## 1101 EZYV1101          Asia              Master's                  N
## 1102 EZYV1102          Asia            Bachelor's                  Y
## 1103 EZYV1103          Asia              Master's                  N
## 1104 EZYV1104        Africa              Master's                  Y
## 1105 EZYV1105          Asia            Bachelor's                  N
## 1106 EZYV1106          Asia              Master's                  Y
## 1107 EZYV1107          Asia            Bachelor's                  N
## 1108 EZYV1108          Asia              Master's                  N
## 1109 EZYV1109          Asia            Bachelor's                  N
## 1110 EZYV1110          Asia            Bachelor's                  Y
## 1111 EZYV1111 North America              Master's                  Y
## 1112 EZYV1112 North America              Master's                  Y
## 1113 EZYV1113          Asia            Bachelor's                  Y
## 1114 EZYV1114          Asia              Master's                  Y
## 1115 EZYV1115          Asia            Bachelor's                  Y
## 1116 EZYV1116        Europe             Doctorate                  Y
## 1117 EZYV1117        Europe              Master's                  N
## 1118 EZYV1118          Asia           High School                  Y
## 1119 EZYV1119          Asia              Master's                  Y
## 1120 EZYV1120        Europe            Bachelor's                  Y
## 1121 EZYV1121          Asia            Bachelor's                  N
## 1122 EZYV1122          Asia            Bachelor's                  Y
## 1123 EZYV1123 North America            Bachelor's                  Y
## 1124 EZYV1124 North America            Bachelor's                  N
## 1125 EZYV1125          Asia              Master's                  N
## 1126 EZYV1126          Asia              Master's                  Y
## 1127 EZYV1127          Asia            Bachelor's                  Y
## 1128 EZYV1128          Asia           High School                  Y
## 1129 EZYV1129          Asia              Master's                  Y
## 1130 EZYV1130 North America              Master's                  Y
## 1131 EZYV1131          Asia            Bachelor's                  N
## 1132 EZYV1132          Asia           High School                  N
## 1133 EZYV1133          Asia            Bachelor's                  N
## 1134 EZYV1134          Asia              Master's                  N
## 1135 EZYV1135          Asia           High School                  Y
## 1136 EZYV1136        Europe             Doctorate                  N
## 1137 EZYV1137          Asia             Doctorate                  N
## 1138 EZYV1138          Asia            Bachelor's                  N
## 1139 EZYV1139          Asia            Bachelor's                  N
## 1140 EZYV1140          Asia            Bachelor's                  Y
## 1141 EZYV1141          Asia            Bachelor's                  Y
## 1142 EZYV1142          Asia            Bachelor's                  Y
## 1143 EZYV1143 North America              Master's                  Y
## 1144 EZYV1144        Africa            Bachelor's                  N
## 1145 EZYV1145          Asia              Master's                  N
## 1146 EZYV1146 North America           High School                  N
## 1147 EZYV1147        Europe            Bachelor's                  Y
## 1148 EZYV1148 North America            Bachelor's                  Y
## 1149 EZYV1149          Asia             Doctorate                  N
## 1150 EZYV1150          Asia            Bachelor's                  Y
## 1151 EZYV1151          Asia            Bachelor's                  Y
## 1152 EZYV1152          Asia            Bachelor's                  Y
## 1153 EZYV1153        Europe              Master's                  N
## 1154 EZYV1154          Asia              Master's                  Y
## 1155 EZYV1155          Asia              Master's                  Y
## 1156 EZYV1156          Asia            Bachelor's                  N
## 1157 EZYV1157          Asia              Master's                  Y
## 1158 EZYV1158          Asia              Master's                  Y
## 1159 EZYV1159 South America              Master's                  Y
## 1160 EZYV1160          Asia              Master's                  Y
## 1161 EZYV1161          Asia            Bachelor's                  N
## 1162 EZYV1162 South America            Bachelor's                  Y
## 1163 EZYV1163 North America              Master's                  Y
## 1164 EZYV1164          Asia            Bachelor's                  Y
## 1165 EZYV1165          Asia              Master's                  Y
## 1166 EZYV1166          Asia              Master's                  Y
## 1167 EZYV1167          Asia              Master's                  Y
## 1168 EZYV1168 South America              Master's                  Y
## 1169 EZYV1169        Africa             Doctorate                  N
## 1170 EZYV1170 North America            Bachelor's                  Y
## 1171 EZYV1171        Europe             Doctorate                  N
## 1172 EZYV1172          Asia            Bachelor's                  N
## 1173 EZYV1173          Asia              Master's                  N
## 1174 EZYV1174 North America              Master's                  N
## 1175 EZYV1175          Asia              Master's                  N
## 1176 EZYV1176 North America              Master's                  Y
## 1177 EZYV1177          Asia              Master's                  Y
## 1178 EZYV1178 South America            Bachelor's                  N
## 1179 EZYV1179 North America              Master's                  Y
## 1180 EZYV1180 North America            Bachelor's                  Y
## 1181 EZYV1181        Africa              Master's                  Y
## 1182 EZYV1182          Asia            Bachelor's                  N
## 1183 EZYV1183          Asia             Doctorate                  N
## 1184 EZYV1184        Africa              Master's                  N
## 1185 EZYV1185        Europe            Bachelor's                  N
## 1186 EZYV1186          Asia            Bachelor's                  N
## 1187 EZYV1187          Asia              Master's                  N
## 1188 EZYV1188        Europe              Master's                  Y
## 1189 EZYV1189          Asia            Bachelor's                  N
## 1190 EZYV1190          Asia              Master's                  N
## 1191 EZYV1191        Europe              Master's                  Y
## 1192 EZYV1192          Asia           High School                  Y
## 1193 EZYV1193          Asia            Bachelor's                  Y
## 1194 EZYV1194          Asia            Bachelor's                  Y
## 1195 EZYV1195          Asia              Master's                  Y
## 1196 EZYV1196          Asia              Master's                  Y
## 1197 EZYV1197          Asia            Bachelor's                  Y
## 1198 EZYV1198          Asia            Bachelor's                  Y
## 1199 EZYV1199 North America            Bachelor's                  N
## 1200 EZYV1200          Asia            Bachelor's                  Y
## 1201 EZYV1201 North America            Bachelor's                  Y
## 1202 EZYV1202          Asia              Master's                  N
## 1203 EZYV1203          Asia              Master's                  N
## 1204 EZYV1204          Asia            Bachelor's                  Y
## 1205 EZYV1205 North America              Master's                  N
## 1206 EZYV1206          Asia             Doctorate                  N
## 1207 EZYV1207 North America            Bachelor's                  Y
## 1208 EZYV1208          Asia              Master's                  Y
## 1209 EZYV1209 North America              Master's                  N
## 1210 EZYV1210 South America            Bachelor's                  N
## 1211 EZYV1211          Asia              Master's                  N
## 1212 EZYV1212 North America           High School                  Y
## 1213 EZYV1213          Asia           High School                  N
## 1214 EZYV1214          Asia              Master's                  Y
## 1215 EZYV1215          Asia            Bachelor's                  N
## 1216 EZYV1216          Asia            Bachelor's                  N
## 1217 EZYV1217          Asia            Bachelor's                  N
## 1218 EZYV1218          Asia             Doctorate                  N
## 1219 EZYV1219 North America              Master's                  N
## 1220 EZYV1220          Asia            Bachelor's                  Y
## 1221 EZYV1221        Europe              Master's                  N
## 1222 EZYV1222        Europe              Master's                  N
## 1223 EZYV1223          Asia            Bachelor's                  Y
## 1224 EZYV1224 North America            Bachelor's                  Y
## 1225 EZYV1225          Asia              Master's                  Y
## 1226 EZYV1226        Europe             Doctorate                  Y
## 1227 EZYV1227          Asia            Bachelor's                  Y
## 1228 EZYV1228 North America              Master's                  Y
## 1229 EZYV1229 North America           High School                  Y
## 1230 EZYV1230          Asia              Master's                  Y
## 1231 EZYV1231        Europe            Bachelor's                  Y
## 1232 EZYV1232        Europe              Master's                  N
## 1233 EZYV1233        Europe             Doctorate                  Y
## 1234 EZYV1234 North America            Bachelor's                  Y
## 1235 EZYV1235          Asia           High School                  N
## 1236 EZYV1236          Asia              Master's                  Y
## 1237 EZYV1237        Africa              Master's                  Y
## 1238 EZYV1238          Asia            Bachelor's                  Y
## 1239 EZYV1239 South America             Doctorate                  N
## 1240 EZYV1240          Asia           High School                  N
## 1241 EZYV1241          Asia            Bachelor's                  Y
## 1242 EZYV1242 North America            Bachelor's                  N
## 1243 EZYV1243          Asia            Bachelor's                  Y
## 1244 EZYV1244          Asia            Bachelor's                  N
## 1245 EZYV1245          Asia            Bachelor's                  Y
## 1246 EZYV1246          Asia            Bachelor's                  Y
## 1247 EZYV1247          Asia              Master's                  N
## 1248 EZYV1248 North America              Master's                  Y
## 1249 EZYV1249          Asia              Master's                  Y
## 1250 EZYV1250        Europe              Master's                  N
## 1251 EZYV1251          Asia            Bachelor's                  Y
## 1252 EZYV1252          Asia           High School                  N
## 1253 EZYV1253          Asia           High School                  Y
## 1254 EZYV1254          Asia            Bachelor's                  Y
## 1255 EZYV1255          Asia           High School                  Y
## 1256 EZYV1256 North America              Master's                  Y
## 1257 EZYV1257        Europe            Bachelor's                  N
## 1258 EZYV1258          Asia              Master's                  Y
## 1259 EZYV1259 North America            Bachelor's                  N
## 1260 EZYV1260          Asia            Bachelor's                  Y
## 1261 EZYV1261          Asia              Master's                  Y
## 1262 EZYV1262          Asia              Master's                  N
## 1263 EZYV1263 South America              Master's                  N
## 1264 EZYV1264        Europe              Master's                  N
## 1265 EZYV1265        Africa              Master's                  Y
## 1266 EZYV1266          Asia             Doctorate                  Y
## 1267 EZYV1267        Europe              Master's                  Y
## 1268 EZYV1268          Asia              Master's                  Y
## 1269 EZYV1269          Asia            Bachelor's                  N
## 1270 EZYV1270          Asia              Master's                  N
## 1271 EZYV1271          Asia            Bachelor's                  Y
## 1272 EZYV1272          Asia            Bachelor's                  Y
## 1273 EZYV1273          Asia              Master's                  Y
## 1274 EZYV1274        Europe             Doctorate                  Y
## 1275 EZYV1275          Asia              Master's                  Y
## 1276 EZYV1276          Asia              Master's                  N
## 1277 EZYV1277 North America            Bachelor's                  Y
## 1278 EZYV1278        Europe             Doctorate                  N
## 1279 EZYV1279          Asia            Bachelor's                  N
## 1280 EZYV1280          Asia            Bachelor's                  N
## 1281 EZYV1281          Asia            Bachelor's                  Y
## 1282 EZYV1282          Asia            Bachelor's                  Y
## 1283 EZYV1283 North America            Bachelor's                  N
## 1284 EZYV1284        Europe             Doctorate                  N
## 1285 EZYV1285          Asia              Master's                  N
## 1286 EZYV1286          Asia              Master's                  N
## 1287 EZYV1287          Asia              Master's                  N
## 1288 EZYV1288          Asia              Master's                  Y
## 1289 EZYV1289          Asia            Bachelor's                  Y
## 1290 EZYV1290        Europe             Doctorate                  Y
## 1291 EZYV1291          Asia            Bachelor's                  N
## 1292 EZYV1292        Europe            Bachelor's                  Y
## 1293 EZYV1293        Europe              Master's                  Y
## 1294 EZYV1294 North America           High School                  Y
## 1295 EZYV1295          Asia              Master's                  Y
## 1296 EZYV1296          Asia            Bachelor's                  N
## 1297 EZYV1297          Asia            Bachelor's                  Y
## 1298 EZYV1298          Asia              Master's                  Y
## 1299 EZYV1299          Asia              Master's                  N
## 1300 EZYV1300 North America              Master's                  Y
## 1301 EZYV1301          Asia              Master's                  N
## 1302 EZYV1302 North America           High School                  N
## 1303 EZYV1303          Asia              Master's                  N
## 1304 EZYV1304          Asia           High School                  Y
## 1305 EZYV1305          Asia              Master's                  Y
## 1306 EZYV1306 North America             Doctorate                  Y
## 1307 EZYV1307          Asia           High School                  Y
## 1308 EZYV1308 North America              Master's                  Y
## 1309 EZYV1309          Asia            Bachelor's                  Y
## 1310 EZYV1310          Asia            Bachelor's                  N
## 1311 EZYV1311          Asia             Doctorate                  N
## 1312 EZYV1312          Asia              Master's                  N
## 1313 EZYV1313          Asia            Bachelor's                  N
## 1314 EZYV1314          Asia            Bachelor's                  N
## 1315 EZYV1315          Asia            Bachelor's                  N
## 1316 EZYV1316          Asia           High School                  Y
## 1317 EZYV1317          Asia              Master's                  N
## 1318 EZYV1318          Asia            Bachelor's                  Y
## 1319 EZYV1319        Europe              Master's                  Y
## 1320 EZYV1320          Asia            Bachelor's                  N
## 1321 EZYV1321          Asia            Bachelor's                  Y
## 1322 EZYV1322          Asia             Doctorate                  Y
## 1323 EZYV1323        Africa            Bachelor's                  N
## 1324 EZYV1324          Asia            Bachelor's                  Y
## 1325 EZYV1325        Africa              Master's                  Y
## 1326 EZYV1326          Asia             Doctorate                  Y
## 1327 EZYV1327          Asia              Master's                  N
## 1328 EZYV1328          Asia            Bachelor's                  Y
## 1329 EZYV1329 North America            Bachelor's                  Y
## 1330 EZYV1330          Asia            Bachelor's                  N
## 1331 EZYV1331          Asia           High School                  N
## 1332 EZYV1332          Asia           High School                  N
## 1333 EZYV1333        Europe              Master's                  N
## 1334 EZYV1334          Asia            Bachelor's                  Y
## 1335 EZYV1335        Europe           High School                  Y
## 1336 EZYV1336 North America              Master's                  Y
## 1337 EZYV1337          Asia            Bachelor's                  Y
## 1338 EZYV1338          Asia              Master's                  N
## 1339 EZYV1339          Asia              Master's                  Y
## 1340 EZYV1340          Asia              Master's                  Y
## 1341 EZYV1341          Asia              Master's                  Y
## 1342 EZYV1342 North America            Bachelor's                  N
## 1343 EZYV1343          Asia            Bachelor's                  N
## 1344 EZYV1344          Asia              Master's                  Y
## 1345 EZYV1345          Asia              Master's                  N
## 1346 EZYV1346          Asia            Bachelor's                  N
## 1347 EZYV1347          Asia              Master's                  N
## 1348 EZYV1348          Asia            Bachelor's                  Y
## 1349 EZYV1349          Asia           High School                  Y
## 1350 EZYV1350          Asia              Master's                  Y
## 1351 EZYV1351          Asia              Master's                  Y
## 1352 EZYV1352 South America              Master's                  Y
## 1353 EZYV1353        Africa              Master's                  Y
## 1354 EZYV1354 North America              Master's                  Y
## 1355 EZYV1355          Asia            Bachelor's                  Y
## 1356 EZYV1356          Asia            Bachelor's                  Y
## 1357 EZYV1357          Asia            Bachelor's                  Y
## 1358 EZYV1358          Asia              Master's                  Y
## 1359 EZYV1359        Europe             Doctorate                  Y
## 1360 EZYV1360 South America             Doctorate                  Y
## 1361 EZYV1361          Asia            Bachelor's                  Y
## 1362 EZYV1362          Asia            Bachelor's                  N
## 1363 EZYV1363 North America            Bachelor's                  Y
## 1364 EZYV1364          Asia            Bachelor's                  N
## 1365 EZYV1365 North America            Bachelor's                  Y
## 1366 EZYV1366 North America              Master's                  Y
## 1367 EZYV1367          Asia            Bachelor's                  Y
## 1368 EZYV1368 South America           High School                  Y
## 1369 EZYV1369          Asia            Bachelor's                  Y
## 1370 EZYV1370          Asia            Bachelor's                  Y
## 1371 EZYV1371          Asia              Master's                  N
## 1372 EZYV1372 North America              Master's                  Y
## 1373 EZYV1373          Asia              Master's                  N
## 1374 EZYV1374          Asia              Master's                  Y
## 1375 EZYV1375 North America              Master's                  Y
## 1376 EZYV1376        Europe           High School                  N
## 1377 EZYV1377          Asia              Master's                  Y
## 1378 EZYV1378 North America              Master's                  Y
## 1379 EZYV1379          Asia            Bachelor's                  Y
## 1380 EZYV1380          Asia            Bachelor's                  N
## 1381 EZYV1381          Asia            Bachelor's                  Y
## 1382 EZYV1382 South America           High School                  Y
## 1383 EZYV1383        Europe            Bachelor's                  Y
## 1384 EZYV1384          Asia              Master's                  Y
## 1385 EZYV1385          Asia            Bachelor's                  Y
## 1386 EZYV1386          Asia            Bachelor's                  N
## 1387 EZYV1387          Asia            Bachelor's                  N
## 1388 EZYV1388 North America            Bachelor's                  Y
## 1389 EZYV1389 North America              Master's                  Y
## 1390 EZYV1390          Asia            Bachelor's                  N
## 1391 EZYV1391        Europe            Bachelor's                  N
## 1392 EZYV1392          Asia              Master's                  N
## 1393 EZYV1393          Asia           High School                  N
## 1394 EZYV1394 North America              Master's                  N
## 1395 EZYV1395          Asia              Master's                  Y
## 1396 EZYV1396 North America              Master's                  Y
## 1397 EZYV1397          Asia            Bachelor's                  Y
## 1398 EZYV1398          Asia             Doctorate                  Y
## 1399 EZYV1399          Asia              Master's                  Y
## 1400 EZYV1400 North America              Master's                  Y
## 1401 EZYV1401          Asia             Doctorate                  Y
## 1402 EZYV1402 North America            Bachelor's                  Y
## 1403 EZYV1403          Asia              Master's                  Y
## 1404 EZYV1404          Asia              Master's                  N
## 1405 EZYV1405 North America              Master's                  N
## 1406 EZYV1406          Asia              Master's                  N
## 1407 EZYV1407          Asia              Master's                  Y
## 1408 EZYV1408        Europe              Master's                  Y
## 1409 EZYV1409          Asia           High School                  N
## 1410 EZYV1410        Europe            Bachelor's                  N
## 1411 EZYV1411        Europe            Bachelor's                  N
## 1412 EZYV1412          Asia              Master's                  Y
## 1413 EZYV1413          Asia              Master's                  Y
## 1414 EZYV1414          Asia              Master's                  Y
## 1415 EZYV1415          Asia            Bachelor's                  Y
## 1416 EZYV1416          Asia            Bachelor's                  N
## 1417 EZYV1417          Asia            Bachelor's                  Y
## 1418 EZYV1418          Asia            Bachelor's                  Y
## 1419 EZYV1419 South America            Bachelor's                  Y
## 1420 EZYV1420        Africa            Bachelor's                  Y
## 1421 EZYV1421 North America              Master's                  N
## 1422 EZYV1422          Asia             Doctorate                  N
## 1423 EZYV1423 North America           High School                  N
## 1424 EZYV1424          Asia            Bachelor's                  Y
## 1425 EZYV1425          Asia            Bachelor's                  N
## 1426 EZYV1426        Europe            Bachelor's                  N
## 1427 EZYV1427 North America           High School                  N
## 1428 EZYV1428        Europe             Doctorate                  Y
## 1429 EZYV1429          Asia            Bachelor's                  N
## 1430 EZYV1430          Asia            Bachelor's                  Y
## 1431 EZYV1431          Asia           High School                  N
## 1432 EZYV1432        Europe              Master's                  Y
## 1433 EZYV1433          Asia           High School                  Y
## 1434 EZYV1434        Europe            Bachelor's                  Y
## 1435 EZYV1435          Asia           High School                  Y
## 1436 EZYV1436        Europe            Bachelor's                  Y
## 1437 EZYV1437          Asia            Bachelor's                  N
## 1438 EZYV1438          Asia            Bachelor's                  N
## 1439 EZYV1439 South America              Master's                  Y
## 1440 EZYV1440          Asia           High School                  Y
## 1441 EZYV1441 North America              Master's                  N
## 1442 EZYV1442          Asia              Master's                  Y
## 1443 EZYV1443        Europe              Master's                  Y
## 1444 EZYV1444          Asia              Master's                  N
## 1445 EZYV1445          Asia              Master's                  N
## 1446 EZYV1446        Europe           High School                  Y
## 1447 EZYV1447          Asia              Master's                  Y
## 1448 EZYV1448          Asia            Bachelor's                  Y
## 1449 EZYV1449          Asia            Bachelor's                  N
## 1450 EZYV1450          Asia            Bachelor's                  N
## 1451 EZYV1451        Europe              Master's                  Y
## 1452 EZYV1452          Asia           High School                  Y
## 1453 EZYV1453 South America            Bachelor's                  N
## 1454 EZYV1454          Asia           High School                  Y
## 1455 EZYV1455 North America           High School                  N
## 1456 EZYV1456        Africa           High School                  Y
## 1457 EZYV1457          Asia              Master's                  Y
## 1458 EZYV1458          Asia              Master's                  N
## 1459 EZYV1459        Europe           High School                  Y
## 1460 EZYV1460          Asia              Master's                  Y
## 1461 EZYV1461          Asia           High School                  Y
## 1462 EZYV1462        Europe              Master's                  Y
## 1463 EZYV1463        Europe              Master's                  N
## 1464 EZYV1464        Africa              Master's                  N
## 1465 EZYV1465          Asia            Bachelor's                  Y
## 1466 EZYV1466          Asia              Master's                  Y
## 1467 EZYV1467 South America              Master's                  Y
## 1468 EZYV1468          Asia            Bachelor's                  N
## 1469 EZYV1469          Asia              Master's                  Y
## 1470 EZYV1470          Asia            Bachelor's                  Y
## 1471 EZYV1471          Asia           High School                  Y
## 1472 EZYV1472          Asia            Bachelor's                  N
## 1473 EZYV1473        Europe             Doctorate                  Y
## 1474 EZYV1474        Europe           High School                  Y
## 1475 EZYV1475          Asia              Master's                  Y
## 1476 EZYV1476          Asia            Bachelor's                  N
## 1477 EZYV1477          Asia            Bachelor's                  Y
## 1478 EZYV1478          Asia            Bachelor's                  Y
## 1479 EZYV1479          Asia              Master's                  Y
## 1480 EZYV1480          Asia            Bachelor's                  Y
## 1481 EZYV1481        Europe            Bachelor's                  Y
## 1482 EZYV1482          Asia              Master's                  Y
## 1483 EZYV1483          Asia            Bachelor's                  N
## 1484 EZYV1484          Asia            Bachelor's                  Y
## 1485 EZYV1485          Asia              Master's                  Y
## 1486 EZYV1486 North America            Bachelor's                  Y
## 1487 EZYV1487 North America             Doctorate                  Y
## 1488 EZYV1488          Asia            Bachelor's                  Y
## 1489 EZYV1489          Asia              Master's                  Y
## 1490 EZYV1490          Asia              Master's                  Y
## 1491 EZYV1491 North America            Bachelor's                  Y
## 1492 EZYV1492          Asia            Bachelor's                  Y
## 1493 EZYV1493          Asia           High School                  Y
## 1494 EZYV1494 South America              Master's                  Y
## 1495 EZYV1495        Europe             Doctorate                  N
## 1496 EZYV1496          Asia            Bachelor's                  Y
## 1497 EZYV1497        Europe           High School                  N
## 1498 EZYV1498 North America            Bachelor's                  N
## 1499 EZYV1499 North America             Doctorate                  N
## 1500 EZYV1500          Asia              Master's                  Y
## 1501 EZYV1501 South America            Bachelor's                  Y
## 1502 EZYV1502          Asia              Master's                  Y
## 1503 EZYV1503          Asia           High School                  Y
## 1504 EZYV1504 North America            Bachelor's                  N
## 1505 EZYV1505        Europe              Master's                  N
## 1506 EZYV1506          Asia              Master's                  Y
## 1507 EZYV1507        Europe              Master's                  N
## 1508 EZYV1508        Europe              Master's                  N
## 1509 EZYV1509          Asia            Bachelor's                  Y
## 1510 EZYV1510          Asia              Master's                  N
## 1511 EZYV1511          Asia              Master's                  Y
## 1512 EZYV1512        Europe              Master's                  Y
## 1513 EZYV1513        Europe              Master's                  Y
## 1514 EZYV1514          Asia              Master's                  N
## 1515 EZYV1515 North America            Bachelor's                  Y
## 1516 EZYV1516 South America              Master's                  N
## 1517 EZYV1517          Asia            Bachelor's                  Y
## 1518 EZYV1518          Asia              Master's                  Y
## 1519 EZYV1519          Asia            Bachelor's                  N
## 1520 EZYV1520          Asia            Bachelor's                  Y
## 1521 EZYV1521        Europe            Bachelor's                  N
## 1522 EZYV1522        Europe           High School                  Y
## 1523 EZYV1523          Asia             Doctorate                  Y
## 1524 EZYV1524 North America            Bachelor's                  Y
## 1525 EZYV1525          Asia            Bachelor's                  Y
## 1526 EZYV1526 North America           High School                  N
## 1527 EZYV1527          Asia            Bachelor's                  N
## 1528 EZYV1528          Asia           High School                  Y
## 1529 EZYV1529        Europe            Bachelor's                  Y
## 1530 EZYV1530          Asia            Bachelor's                  Y
## 1531 EZYV1531 North America              Master's                  Y
## 1532 EZYV1532       Oceania            Bachelor's                  Y
## 1533 EZYV1533        Europe           High School                  N
## 1534 EZYV1534 North America            Bachelor's                  Y
## 1535 EZYV1535          Asia            Bachelor's                  Y
## 1536 EZYV1536          Asia              Master's                  N
## 1537 EZYV1537 South America            Bachelor's                  Y
## 1538 EZYV1538          Asia              Master's                  N
## 1539 EZYV1539          Asia            Bachelor's                  N
## 1540 EZYV1540 North America            Bachelor's                  N
## 1541 EZYV1541          Asia            Bachelor's                  Y
## 1542 EZYV1542          Asia              Master's                  Y
## 1543 EZYV1543          Asia              Master's                  Y
## 1544 EZYV1544          Asia            Bachelor's                  N
## 1545 EZYV1545          Asia           High School                  N
## 1546 EZYV1546          Asia           High School                  Y
## 1547 EZYV1547          Asia            Bachelor's                  Y
## 1548 EZYV1548          Asia              Master's                  Y
## 1549 EZYV1549 North America              Master's                  Y
## 1550 EZYV1550          Asia            Bachelor's                  Y
## 1551 EZYV1551 North America           High School                  Y
## 1552 EZYV1552          Asia              Master's                  Y
## 1553 EZYV1553 North America             Doctorate                  N
## 1554 EZYV1554          Asia              Master's                  N
## 1555 EZYV1555          Asia              Master's                  Y
## 1556 EZYV1556 North America             Doctorate                  Y
## 1557 EZYV1557          Asia            Bachelor's                  N
## 1558 EZYV1558        Europe            Bachelor's                  Y
## 1559 EZYV1559          Asia            Bachelor's                  N
## 1560 EZYV1560          Asia              Master's                  Y
## 1561 EZYV1561          Asia            Bachelor's                  Y
## 1562 EZYV1562          Asia            Bachelor's                  Y
## 1563 EZYV1563 North America            Bachelor's                  Y
## 1564 EZYV1564          Asia           High School                  N
## 1565 EZYV1565        Europe            Bachelor's                  N
## 1566 EZYV1566          Asia              Master's                  Y
## 1567 EZYV1567          Asia           High School                  N
## 1568 EZYV1568        Europe           High School                  N
## 1569 EZYV1569          Asia              Master's                  Y
## 1570 EZYV1570        Europe           High School                  Y
## 1571 EZYV1571          Asia              Master's                  Y
## 1572 EZYV1572 North America            Bachelor's                  N
## 1573 EZYV1573          Asia              Master's                  Y
## 1574 EZYV1574        Europe              Master's                  Y
## 1575 EZYV1575          Asia            Bachelor's                  Y
## 1576 EZYV1576          Asia            Bachelor's                  N
## 1577 EZYV1577        Europe              Master's                  Y
## 1578 EZYV1578 North America            Bachelor's                  N
## 1579 EZYV1579 North America           High School                  Y
## 1580 EZYV1580        Europe             Doctorate                  Y
## 1581 EZYV1581          Asia           High School                  Y
## 1582 EZYV1582        Europe            Bachelor's                  Y
## 1583 EZYV1583          Asia            Bachelor's                  N
## 1584 EZYV1584          Asia            Bachelor's                  N
## 1585 EZYV1585          Asia            Bachelor's                  Y
## 1586 EZYV1586          Asia           High School                  N
## 1587 EZYV1587          Asia            Bachelor's                  Y
## 1588 EZYV1588          Asia            Bachelor's                  Y
## 1589 EZYV1589          Asia              Master's                  Y
## 1590 EZYV1590          Asia            Bachelor's                  N
## 1591 EZYV1591        Europe             Doctorate                  Y
## 1592 EZYV1592 North America            Bachelor's                  Y
## 1593 EZYV1593 North America            Bachelor's                  N
## 1594 EZYV1594          Asia            Bachelor's                  N
## 1595 EZYV1595          Asia            Bachelor's                  Y
## 1596 EZYV1596          Asia            Bachelor's                  Y
## 1597 EZYV1597 North America            Bachelor's                  Y
## 1598 EZYV1598        Europe            Bachelor's                  Y
## 1599 EZYV1599        Europe           High School                  N
## 1600 EZYV1600          Asia            Bachelor's                  N
## 1601 EZYV1601 North America            Bachelor's                  N
## 1602 EZYV1602 North America           High School                  Y
## 1603 EZYV1603 North America            Bachelor's                  Y
## 1604 EZYV1604          Asia            Bachelor's                  Y
## 1605 EZYV1605          Asia            Bachelor's                  N
## 1606 EZYV1606          Asia            Bachelor's                  N
## 1607 EZYV1607          Asia           High School                  Y
## 1608 EZYV1608          Asia              Master's                  Y
## 1609 EZYV1609          Asia              Master's                  N
## 1610 EZYV1610          Asia            Bachelor's                  Y
## 1611 EZYV1611          Asia              Master's                  Y
## 1612 EZYV1612          Asia            Bachelor's                  N
## 1613 EZYV1613          Asia            Bachelor's                  N
## 1614 EZYV1614          Asia            Bachelor's                  Y
## 1615 EZYV1615          Asia              Master's                  N
## 1616 EZYV1616          Asia              Master's                  Y
## 1617 EZYV1617          Asia              Master's                  Y
## 1618 EZYV1618          Asia           High School                  N
## 1619 EZYV1619 South America            Bachelor's                  Y
## 1620 EZYV1620          Asia              Master's                  Y
## 1621 EZYV1621          Asia            Bachelor's                  Y
## 1622 EZYV1622          Asia              Master's                  Y
## 1623 EZYV1623 South America              Master's                  N
## 1624 EZYV1624          Asia              Master's                  N
## 1625 EZYV1625        Europe             Doctorate                  Y
## 1626 EZYV1626          Asia             Doctorate                  N
## 1627 EZYV1627        Africa            Bachelor's                  Y
## 1628 EZYV1628        Europe             Doctorate                  Y
## 1629 EZYV1629          Asia              Master's                  N
## 1630 EZYV1630        Europe           High School                  Y
## 1631 EZYV1631          Asia            Bachelor's                  N
## 1632 EZYV1632          Asia            Bachelor's                  Y
## 1633 EZYV1633          Asia            Bachelor's                  Y
## 1634 EZYV1634          Asia            Bachelor's                  Y
## 1635 EZYV1635          Asia             Doctorate                  N
## 1636 EZYV1636        Europe           High School                  N
## 1637 EZYV1637          Asia            Bachelor's                  N
## 1638 EZYV1638        Europe            Bachelor's                  Y
## 1639 EZYV1639        Europe              Master's                  N
## 1640 EZYV1640          Asia            Bachelor's                  Y
## 1641 EZYV1641        Africa            Bachelor's                  Y
## 1642 EZYV1642        Africa              Master's                  N
## 1643 EZYV1643 North America              Master's                  N
## 1644 EZYV1644          Asia              Master's                  Y
## 1645 EZYV1645          Asia              Master's                  Y
## 1646 EZYV1646          Asia           High School                  N
## 1647 EZYV1647        Europe              Master's                  N
## 1648 EZYV1648          Asia              Master's                  N
## 1649 EZYV1649 North America            Bachelor's                  N
## 1650 EZYV1650          Asia            Bachelor's                  Y
## 1651 EZYV1651          Asia              Master's                  N
## 1652 EZYV1652 North America            Bachelor's                  Y
## 1653 EZYV1653          Asia              Master's                  N
## 1654 EZYV1654          Asia              Master's                  Y
## 1655 EZYV1655          Asia              Master's                  N
## 1656 EZYV1656        Europe            Bachelor's                  Y
## 1657 EZYV1657          Asia            Bachelor's                  Y
## 1658 EZYV1658          Asia            Bachelor's                  N
## 1659 EZYV1659          Asia            Bachelor's                  N
## 1660 EZYV1660 North America             Doctorate                  N
## 1661 EZYV1661          Asia            Bachelor's                  N
## 1662 EZYV1662          Asia           High School                  N
## 1663 EZYV1663          Asia           High School                  Y
## 1664 EZYV1664 North America              Master's                  N
## 1665 EZYV1665          Asia            Bachelor's                  Y
## 1666 EZYV1666          Asia              Master's                  N
## 1667 EZYV1667          Asia            Bachelor's                  N
## 1668 EZYV1668          Asia            Bachelor's                  N
## 1669 EZYV1669        Europe            Bachelor's                  Y
## 1670 EZYV1670 North America            Bachelor's                  N
## 1671 EZYV1671        Europe           High School                  Y
## 1672 EZYV1672 North America           High School                  N
## 1673 EZYV1673          Asia            Bachelor's                  N
## 1674 EZYV1674        Europe              Master's                  N
## 1675 EZYV1675          Asia              Master's                  Y
## 1676 EZYV1676          Asia            Bachelor's                  Y
## 1677 EZYV1677 North America            Bachelor's                  N
## 1678 EZYV1678          Asia            Bachelor's                  Y
## 1679 EZYV1679          Asia              Master's                  N
## 1680 EZYV1680          Asia            Bachelor's                  Y
## 1681 EZYV1681          Asia            Bachelor's                  N
## 1682 EZYV1682        Europe              Master's                  Y
## 1683 EZYV1683          Asia              Master's                  Y
## 1684 EZYV1684          Asia             Doctorate                  Y
## 1685 EZYV1685        Europe             Doctorate                  N
## 1686 EZYV1686          Asia              Master's                  Y
## 1687 EZYV1687          Asia            Bachelor's                  Y
## 1688 EZYV1688          Asia            Bachelor's                  Y
## 1689 EZYV1689          Asia           High School                  Y
## 1690 EZYV1690          Asia            Bachelor's                  Y
## 1691 EZYV1691          Asia           High School                  Y
## 1692 EZYV1692          Asia              Master's                  Y
## 1693 EZYV1693 North America            Bachelor's                  Y
## 1694 EZYV1694          Asia            Bachelor's                  Y
## 1695 EZYV1695 North America              Master's                  Y
## 1696 EZYV1696          Asia            Bachelor's                  N
## 1697 EZYV1697          Asia              Master's                  N
## 1698 EZYV1698 North America             Doctorate                  Y
## 1699 EZYV1699          Asia              Master's                  Y
## 1700 EZYV1700 South America             Doctorate                  N
## 1701 EZYV1701        Africa              Master's                  N
## 1702 EZYV1702       Oceania              Master's                  N
## 1703 EZYV1703          Asia              Master's                  N
## 1704 EZYV1704          Asia           High School                  Y
## 1705 EZYV1705 North America              Master's                  N
## 1706 EZYV1706          Asia            Bachelor's                  Y
## 1707 EZYV1707          Asia              Master's                  Y
## 1708 EZYV1708          Asia              Master's                  Y
## 1709 EZYV1709          Asia              Master's                  N
## 1710 EZYV1710          Asia            Bachelor's                  Y
## 1711 EZYV1711          Asia             Doctorate                  N
## 1712 EZYV1712        Europe            Bachelor's                  Y
## 1713 EZYV1713          Asia              Master's                  Y
## 1714 EZYV1714        Africa            Bachelor's                  Y
## 1715 EZYV1715          Asia            Bachelor's                  Y
## 1716 EZYV1716          Asia              Master's                  Y
## 1717 EZYV1717          Asia            Bachelor's                  N
## 1718 EZYV1718 North America            Bachelor's                  N
## 1719 EZYV1719          Asia            Bachelor's                  Y
## 1720 EZYV1720          Asia           High School                  Y
## 1721 EZYV1721          Asia            Bachelor's                  Y
## 1722 EZYV1722          Asia              Master's                  Y
## 1723 EZYV1723          Asia              Master's                  Y
## 1724 EZYV1724        Europe            Bachelor's                  N
## 1725 EZYV1725          Asia            Bachelor's                  N
## 1726 EZYV1726        Europe            Bachelor's                  Y
## 1727 EZYV1727          Asia           High School                  N
## 1728 EZYV1728          Asia            Bachelor's                  N
## 1729 EZYV1729          Asia            Bachelor's                  Y
## 1730 EZYV1730        Europe            Bachelor's                  Y
## 1731 EZYV1731 North America              Master's                  N
## 1732 EZYV1732          Asia           High School                  N
## 1733 EZYV1733          Asia              Master's                  Y
## 1734 EZYV1734          Asia              Master's                  Y
## 1735 EZYV1735          Asia           High School                  N
## 1736 EZYV1736          Asia             Doctorate                  Y
## 1737 EZYV1737          Asia            Bachelor's                  Y
## 1738 EZYV1738          Asia            Bachelor's                  N
## 1739 EZYV1739          Asia              Master's                  N
## 1740 EZYV1740 South America              Master's                  N
## 1741 EZYV1741 South America            Bachelor's                  N
## 1742 EZYV1742          Asia            Bachelor's                  Y
## 1743 EZYV1743        Europe            Bachelor's                  Y
## 1744 EZYV1744          Asia           High School                  N
## 1745 EZYV1745 North America            Bachelor's                  Y
## 1746 EZYV1746          Asia            Bachelor's                  N
## 1747 EZYV1747          Asia           High School                  Y
## 1748 EZYV1748          Asia            Bachelor's                  Y
## 1749 EZYV1749          Asia              Master's                  Y
## 1750 EZYV1750          Asia            Bachelor's                  N
## 1751 EZYV1751        Europe             Doctorate                  N
## 1752 EZYV1752          Asia            Bachelor's                  N
## 1753 EZYV1753 North America            Bachelor's                  Y
## 1754 EZYV1754       Oceania              Master's                  Y
## 1755 EZYV1755          Asia            Bachelor's                  Y
## 1756 EZYV1756          Asia              Master's                  N
## 1757 EZYV1757          Asia              Master's                  Y
## 1758 EZYV1758          Asia            Bachelor's                  Y
## 1759 EZYV1759          Asia            Bachelor's                  N
## 1760 EZYV1760          Asia              Master's                  N
## 1761 EZYV1761          Asia              Master's                  Y
## 1762 EZYV1762          Asia              Master's                  N
## 1763 EZYV1763          Asia              Master's                  N
## 1764 EZYV1764          Asia              Master's                  Y
## 1765 EZYV1765          Asia            Bachelor's                  N
## 1766 EZYV1766          Asia              Master's                  Y
## 1767 EZYV1767        Europe           High School                  N
## 1768 EZYV1768          Asia            Bachelor's                  N
## 1769 EZYV1769          Asia            Bachelor's                  Y
## 1770 EZYV1770        Europe              Master's                  N
## 1771 EZYV1771 North America            Bachelor's                  Y
## 1772 EZYV1772        Europe            Bachelor's                  N
## 1773 EZYV1773 North America            Bachelor's                  N
## 1774 EZYV1774        Europe            Bachelor's                  Y
## 1775 EZYV1775          Asia              Master's                  Y
## 1776 EZYV1776          Asia              Master's                  Y
## 1777 EZYV1777          Asia              Master's                  N
## 1778 EZYV1778          Asia              Master's                  Y
## 1779 EZYV1779          Asia              Master's                  Y
## 1780 EZYV1780          Asia           High School                  Y
## 1781 EZYV1781          Asia            Bachelor's                  N
## 1782 EZYV1782          Asia           High School                  Y
## 1783 EZYV1783       Oceania              Master's                  Y
## 1784 EZYV1784          Asia            Bachelor's                  Y
## 1785 EZYV1785          Asia            Bachelor's                  Y
## 1786 EZYV1786        Europe           High School                  Y
## 1787 EZYV1787        Europe           High School                  N
## 1788 EZYV1788          Asia             Doctorate                  Y
## 1789 EZYV1789          Asia              Master's                  Y
## 1790 EZYV1790 North America              Master's                  Y
## 1791 EZYV1791          Asia           High School                  N
## 1792 EZYV1792          Asia              Master's                  Y
## 1793 EZYV1793          Asia            Bachelor's                  N
## 1794 EZYV1794          Asia              Master's                  Y
## 1795 EZYV1795          Asia              Master's                  Y
## 1796 EZYV1796          Asia              Master's                  Y
## 1797 EZYV1797          Asia            Bachelor's                  N
## 1798 EZYV1798          Asia            Bachelor's                  N
## 1799 EZYV1799          Asia              Master's                  Y
## 1800 EZYV1800 North America            Bachelor's                  N
## 1801 EZYV1801          Asia            Bachelor's                  Y
## 1802 EZYV1802          Asia            Bachelor's                  Y
## 1803 EZYV1803        Africa              Master's                  Y
## 1804 EZYV1804          Asia              Master's                  Y
## 1805 EZYV1805        Europe             Doctorate                  N
## 1806 EZYV1806          Asia           High School                  N
## 1807 EZYV1807 South America              Master's                  N
## 1808 EZYV1808 North America            Bachelor's                  N
## 1809 EZYV1809 South America              Master's                  N
## 1810 EZYV1810          Asia           High School                  N
## 1811 EZYV1811        Europe             Doctorate                  Y
## 1812 EZYV1812        Europe             Doctorate                  N
## 1813 EZYV1813          Asia            Bachelor's                  Y
## 1814 EZYV1814          Asia              Master's                  N
## 1815 EZYV1815 South America            Bachelor's                  N
## 1816 EZYV1816          Asia              Master's                  N
## 1817 EZYV1817 North America            Bachelor's                  N
## 1818 EZYV1818        Europe           High School                  Y
## 1819 EZYV1819        Europe           High School                  Y
## 1820 EZYV1820        Europe            Bachelor's                  N
## 1821 EZYV1821          Asia           High School                  N
## 1822 EZYV1822          Asia            Bachelor's                  N
## 1823 EZYV1823        Africa              Master's                  N
## 1824 EZYV1824          Asia            Bachelor's                  Y
## 1825 EZYV1825          Asia              Master's                  Y
## 1826 EZYV1826          Asia              Master's                  N
## 1827 EZYV1827        Europe              Master's                  N
## 1828 EZYV1828          Asia            Bachelor's                  Y
## 1829 EZYV1829          Asia              Master's                  N
## 1830 EZYV1830          Asia           High School                  N
## 1831 EZYV1831          Asia            Bachelor's                  N
## 1832 EZYV1832        Europe             Doctorate                  N
## 1833 EZYV1833          Asia             Doctorate                  N
## 1834 EZYV1834 North America           High School                  N
## 1835 EZYV1835          Asia            Bachelor's                  Y
## 1836 EZYV1836          Asia            Bachelor's                  N
## 1837 EZYV1837        Africa             Doctorate                  N
## 1838 EZYV1838        Europe              Master's                  Y
## 1839 EZYV1839 North America            Bachelor's                  Y
## 1840 EZYV1840          Asia            Bachelor's                  N
## 1841 EZYV1841          Asia              Master's                  N
## 1842 EZYV1842          Asia              Master's                  Y
## 1843 EZYV1843          Asia              Master's                  Y
## 1844 EZYV1844          Asia             Doctorate                  Y
## 1845 EZYV1845          Asia            Bachelor's                  N
## 1846 EZYV1846          Asia           High School                  N
## 1847 EZYV1847          Asia            Bachelor's                  Y
## 1848 EZYV1848          Asia              Master's                  N
## 1849 EZYV1849          Asia            Bachelor's                  Y
## 1850 EZYV1850 South America             Doctorate                  N
## 1851 EZYV1851          Asia            Bachelor's                  N
## 1852 EZYV1852        Europe              Master's                  Y
## 1853 EZYV1853        Europe             Doctorate                  N
## 1854 EZYV1854          Asia              Master's                  N
## 1855 EZYV1855          Asia              Master's                  Y
## 1856 EZYV1856 North America             Doctorate                  Y
## 1857 EZYV1857          Asia            Bachelor's                  N
## 1858 EZYV1858        Europe             Doctorate                  Y
## 1859 EZYV1859          Asia            Bachelor's                  N
## 1860 EZYV1860       Oceania            Bachelor's                  Y
## 1861 EZYV1861          Asia              Master's                  Y
## 1862 EZYV1862          Asia              Master's                  Y
## 1863 EZYV1863 South America              Master's                  Y
## 1864 EZYV1864          Asia            Bachelor's                  Y
## 1865 EZYV1865        Africa             Doctorate                  Y
## 1866 EZYV1866          Asia              Master's                  Y
## 1867 EZYV1867          Asia              Master's                  N
## 1868 EZYV1868          Asia            Bachelor's                  N
## 1869 EZYV1869 North America              Master's                  Y
## 1870 EZYV1870          Asia              Master's                  N
## 1871 EZYV1871          Asia             Doctorate                  N
## 1872 EZYV1872        Europe              Master's                  N
## 1873 EZYV1873 North America              Master's                  Y
## 1874 EZYV1874        Europe              Master's                  Y
## 1875 EZYV1875        Europe             Doctorate                  Y
## 1876 EZYV1876          Asia              Master's                  N
## 1877 EZYV1877          Asia              Master's                  N
## 1878 EZYV1878          Asia            Bachelor's                  N
## 1879 EZYV1879        Europe            Bachelor's                  N
## 1880 EZYV1880          Asia              Master's                  N
## 1881 EZYV1881          Asia              Master's                  N
## 1882 EZYV1882          Asia              Master's                  N
## 1883 EZYV1883 South America              Master's                  N
## 1884 EZYV1884          Asia            Bachelor's                  Y
## 1885 EZYV1885          Asia            Bachelor's                  Y
## 1886 EZYV1886          Asia              Master's                  Y
## 1887 EZYV1887          Asia              Master's                  Y
## 1888 EZYV1888 North America              Master's                  Y
## 1889 EZYV1889 South America              Master's                  N
## 1890 EZYV1890          Asia           High School                  N
## 1891 EZYV1891 North America              Master's                  Y
## 1892 EZYV1892          Asia              Master's                  Y
## 1893 EZYV1893 North America              Master's                  Y
## 1894 EZYV1894        Europe            Bachelor's                  Y
## 1895 EZYV1895          Asia            Bachelor's                  Y
## 1896 EZYV1896          Asia           High School                  Y
## 1897 EZYV1897        Europe             Doctorate                  Y
## 1898 EZYV1898          Asia           High School                  Y
## 1899 EZYV1899          Asia              Master's                  Y
## 1900 EZYV1900        Africa              Master's                  N
## 1901 EZYV1901          Asia           High School                  N
## 1902 EZYV1902          Asia              Master's                  Y
## 1903 EZYV1903 North America             Doctorate                  N
## 1904 EZYV1904          Asia            Bachelor's                  Y
## 1905 EZYV1905          Asia            Bachelor's                  Y
## 1906 EZYV1906        Europe              Master's                  N
## 1907 EZYV1907          Asia           High School                  N
## 1908 EZYV1908 North America            Bachelor's                  N
## 1909 EZYV1909          Asia             Doctorate                  N
## 1910 EZYV1910          Asia              Master's                  N
## 1911 EZYV1911 North America             Doctorate                  Y
## 1912 EZYV1912          Asia              Master's                  Y
## 1913 EZYV1913          Asia            Bachelor's                  Y
## 1914 EZYV1914          Asia            Bachelor's                  Y
## 1915 EZYV1915          Asia           High School                  Y
## 1916 EZYV1916        Africa              Master's                  N
## 1917 EZYV1917          Asia            Bachelor's                  Y
## 1918 EZYV1918          Asia              Master's                  N
## 1919 EZYV1919          Asia            Bachelor's                  Y
## 1920 EZYV1920          Asia            Bachelor's                  N
## 1921 EZYV1921          Asia              Master's                  Y
## 1922 EZYV1922        Africa              Master's                  Y
## 1923 EZYV1923        Europe              Master's                  Y
## 1924 EZYV1924        Europe            Bachelor's                  Y
## 1925 EZYV1925 North America              Master's                  Y
## 1926 EZYV1926          Asia              Master's                  N
## 1927 EZYV1927          Asia           High School                  Y
## 1928 EZYV1928          Asia              Master's                  Y
## 1929 EZYV1929          Asia            Bachelor's                  N
## 1930 EZYV1930          Asia              Master's                  N
## 1931 EZYV1931 North America              Master's                  Y
## 1932 EZYV1932        Europe            Bachelor's                  Y
## 1933 EZYV1933          Asia            Bachelor's                  N
## 1934 EZYV1934          Asia              Master's                  Y
## 1935 EZYV1935          Asia              Master's                  Y
## 1936 EZYV1936          Asia            Bachelor's                  N
## 1937 EZYV1937        Europe           High School                  N
## 1938 EZYV1938 North America             Doctorate                  Y
## 1939 EZYV1939 South America            Bachelor's                  Y
## 1940 EZYV1940          Asia              Master's                  N
## 1941 EZYV1941          Asia           High School                  N
## 1942 EZYV1942          Asia             Doctorate                  Y
## 1943 EZYV1943 North America           High School                  Y
## 1944 EZYV1944          Asia              Master's                  Y
## 1945 EZYV1945 North America            Bachelor's                  N
## 1946 EZYV1946 North America            Bachelor's                  Y
## 1947 EZYV1947          Asia              Master's                  N
## 1948 EZYV1948        Europe              Master's                  Y
## 1949 EZYV1949        Africa              Master's                  N
## 1950 EZYV1950          Asia            Bachelor's                  N
## 1951 EZYV1951          Asia              Master's                  N
## 1952 EZYV1952 North America              Master's                  N
## 1953 EZYV1953 North America            Bachelor's                  Y
## 1954 EZYV1954 South America            Bachelor's                  Y
## 1955 EZYV1955          Asia              Master's                  Y
## 1956 EZYV1956          Asia              Master's                  N
## 1957 EZYV1957          Asia            Bachelor's                  Y
## 1958 EZYV1958 North America            Bachelor's                  Y
## 1959 EZYV1959          Asia            Bachelor's                  Y
## 1960 EZYV1960          Asia             Doctorate                  Y
## 1961 EZYV1961        Europe             Doctorate                  N
## 1962 EZYV1962          Asia            Bachelor's                  N
## 1963 EZYV1963        Europe              Master's                  Y
## 1964 EZYV1964          Asia            Bachelor's                  N
## 1965 EZYV1965          Asia            Bachelor's                  Y
## 1966 EZYV1966          Asia            Bachelor's                  Y
## 1967 EZYV1967 North America            Bachelor's                  Y
## 1968 EZYV1968          Asia              Master's                  N
## 1969 EZYV1969          Asia            Bachelor's                  N
## 1970 EZYV1970          Asia              Master's                  N
## 1971 EZYV1971        Europe              Master's                  Y
## 1972 EZYV1972          Asia            Bachelor's                  Y
## 1973 EZYV1973          Asia              Master's                  Y
## 1974 EZYV1974 North America              Master's                  Y
## 1975 EZYV1975          Asia              Master's                  N
## 1976 EZYV1976          Asia            Bachelor's                  Y
## 1977 EZYV1977          Asia            Bachelor's                  Y
## 1978 EZYV1978          Asia              Master's                  Y
## 1979 EZYV1979          Asia              Master's                  N
## 1980 EZYV1980 South America            Bachelor's                  Y
## 1981 EZYV1981 South America              Master's                  N
## 1982 EZYV1982          Asia              Master's                  Y
## 1983 EZYV1983          Asia           High School                  Y
## 1984 EZYV1984          Asia           High School                  Y
## 1985 EZYV1985          Asia              Master's                  N
## 1986 EZYV1986          Asia              Master's                  N
## 1987 EZYV1987          Asia              Master's                  Y
## 1988 EZYV1988 South America              Master's                  N
## 1989 EZYV1989          Asia           High School                  N
## 1990 EZYV1990        Europe              Master's                  N
## 1991 EZYV1991          Asia             Doctorate                  Y
## 1992 EZYV1992          Asia            Bachelor's                  N
## 1993 EZYV1993          Asia              Master's                  N
## 1994 EZYV1994          Asia            Bachelor's                  Y
## 1995 EZYV1995 South America             Doctorate                  Y
## 1996 EZYV1996        Europe            Bachelor's                  N
## 1997 EZYV1997          Asia            Bachelor's                  N
## 1998 EZYV1998          Asia              Master's                  N
## 1999 EZYV1999 South America            Bachelor's                  N
## 2000 EZYV2000          Asia           High School                  Y
## 2001 EZYV2001          Asia              Master's                  Y
## 2002 EZYV2002          Asia            Bachelor's                  Y
## 2003 EZYV2003 South America            Bachelor's                  Y
## 2004 EZYV2004          Asia            Bachelor's                  N
## 2005 EZYV2005          Asia           High School                  Y
## 2006 EZYV2006 North America             Doctorate                  Y
## 2007 EZYV2007 North America              Master's                  N
## 2008 EZYV2008          Asia            Bachelor's                  Y
## 2009 EZYV2009 North America             Doctorate                  N
## 2010 EZYV2010          Asia           High School                  Y
## 2011 EZYV2011          Asia            Bachelor's                  N
## 2012 EZYV2012          Asia            Bachelor's                  Y
## 2013 EZYV2013          Asia            Bachelor's                  N
## 2014 EZYV2014        Europe              Master's                  Y
## 2015 EZYV2015        Africa            Bachelor's                  Y
## 2016 EZYV2016          Asia             Doctorate                  Y
## 2017 EZYV2017          Asia           High School                  Y
## 2018 EZYV2018          Asia              Master's                  Y
## 2019 EZYV2019          Asia            Bachelor's                  Y
## 2020 EZYV2020          Asia           High School                  Y
## 2021 EZYV2021        Europe            Bachelor's                  Y
## 2022 EZYV2022 North America            Bachelor's                  Y
## 2023 EZYV2023        Europe             Doctorate                  N
## 2024 EZYV2024 North America              Master's                  Y
## 2025 EZYV2025          Asia            Bachelor's                  N
## 2026 EZYV2026          Asia              Master's                  Y
## 2027 EZYV2027          Asia            Bachelor's                  N
## 2028 EZYV2028 South America             Doctorate                  Y
## 2029 EZYV2029        Europe              Master's                  Y
## 2030 EZYV2030          Asia              Master's                  Y
## 2031 EZYV2031          Asia             Doctorate                  N
## 2032 EZYV2032          Asia            Bachelor's                  Y
## 2033 EZYV2033          Asia             Doctorate                  Y
## 2034 EZYV2034          Asia              Master's                  Y
## 2035 EZYV2035          Asia            Bachelor's                  N
## 2036 EZYV2036          Asia              Master's                  Y
## 2037 EZYV2037          Asia           High School                  Y
## 2038 EZYV2038          Asia           High School                  Y
## 2039 EZYV2039       Oceania           High School                  Y
## 2040 EZYV2040          Asia            Bachelor's                  Y
## 2041 EZYV2041          Asia              Master's                  Y
## 2042 EZYV2042          Asia           High School                  N
## 2043 EZYV2043          Asia              Master's                  Y
## 2044 EZYV2044          Asia           High School                  N
## 2045 EZYV2045          Asia            Bachelor's                  N
## 2046 EZYV2046        Europe            Bachelor's                  Y
## 2047 EZYV2047        Europe              Master's                  Y
## 2048 EZYV2048          Asia              Master's                  Y
## 2049 EZYV2049          Asia            Bachelor's                  Y
## 2050 EZYV2050          Asia            Bachelor's                  Y
## 2051 EZYV2051          Asia              Master's                  Y
## 2052 EZYV2052        Europe              Master's                  N
## 2053 EZYV2053        Europe              Master's                  Y
## 2054 EZYV2054        Europe            Bachelor's                  Y
## 2055 EZYV2055 North America            Bachelor's                  N
## 2056 EZYV2056          Asia            Bachelor's                  N
## 2057 EZYV2057          Asia           High School                  Y
## 2058 EZYV2058 South America            Bachelor's                  N
## 2059 EZYV2059          Asia              Master's                  Y
## 2060 EZYV2060          Asia              Master's                  N
## 2061 EZYV2061          Asia            Bachelor's                  Y
## 2062 EZYV2062          Asia            Bachelor's                  Y
## 2063 EZYV2063          Asia            Bachelor's                  Y
## 2064 EZYV2064        Africa              Master's                  Y
## 2065 EZYV2065          Asia            Bachelor's                  Y
## 2066 EZYV2066          Asia            Bachelor's                  Y
## 2067 EZYV2067       Oceania           High School                  Y
## 2068 EZYV2068        Europe           High School                  N
## 2069 EZYV2069 North America              Master's                  Y
## 2070 EZYV2070        Europe            Bachelor's                  Y
## 2071 EZYV2071          Asia            Bachelor's                  N
## 2072 EZYV2072          Asia              Master's                  Y
## 2073 EZYV2073          Asia           High School                  Y
## 2074 EZYV2074 North America            Bachelor's                  Y
## 2075 EZYV2075          Asia              Master's                  N
## 2076 EZYV2076          Asia              Master's                  N
## 2077 EZYV2077          Asia           High School                  Y
## 2078 EZYV2078          Asia            Bachelor's                  N
## 2079 EZYV2079          Asia            Bachelor's                  N
## 2080 EZYV2080 North America           High School                  Y
## 2081 EZYV2081 North America            Bachelor's                  Y
## 2082 EZYV2082 South America            Bachelor's                  N
## 2083 EZYV2083          Asia            Bachelor's                  Y
## 2084 EZYV2084          Asia            Bachelor's                  Y
## 2085 EZYV2085 North America            Bachelor's                  N
## 2086 EZYV2086          Asia             Doctorate                  Y
## 2087 EZYV2087 North America            Bachelor's                  N
## 2088 EZYV2088 North America            Bachelor's                  N
## 2089 EZYV2089        Africa            Bachelor's                  Y
## 2090 EZYV2090          Asia           High School                  Y
## 2091 EZYV2091        Africa              Master's                  Y
## 2092 EZYV2092        Europe           High School                  Y
## 2093 EZYV2093 North America            Bachelor's                  Y
## 2094 EZYV2094        Europe              Master's                  N
## 2095 EZYV2095          Asia              Master's                  Y
## 2096 EZYV2096          Asia            Bachelor's                  Y
## 2097 EZYV2097          Asia              Master's                  N
## 2098 EZYV2098        Europe            Bachelor's                  Y
## 2099 EZYV2099          Asia            Bachelor's                  Y
## 2100 EZYV2100          Asia           High School                  N
## 2101 EZYV2101          Asia              Master's                  Y
## 2102 EZYV2102          Asia              Master's                  N
## 2103 EZYV2103 North America              Master's                  N
## 2104 EZYV2104        Europe            Bachelor's                  Y
## 2105 EZYV2105          Asia             Doctorate                  N
## 2106 EZYV2106        Europe            Bachelor's                  Y
## 2107 EZYV2107 North America            Bachelor's                  Y
## 2108 EZYV2108          Asia            Bachelor's                  N
## 2109 EZYV2109          Asia            Bachelor's                  Y
## 2110 EZYV2110        Europe           High School                  N
## 2111 EZYV2111          Asia             Doctorate                  N
## 2112 EZYV2112          Asia           High School                  N
## 2113 EZYV2113          Asia              Master's                  Y
## 2114 EZYV2114 North America              Master's                  Y
## 2115 EZYV2115          Asia              Master's                  Y
## 2116 EZYV2116          Asia              Master's                  N
## 2117 EZYV2117          Asia            Bachelor's                  N
## 2118 EZYV2118          Asia             Doctorate                  Y
## 2119 EZYV2119        Europe             Doctorate                  Y
## 2120 EZYV2120 North America            Bachelor's                  N
## 2121 EZYV2121        Europe            Bachelor's                  Y
## 2122 EZYV2122          Asia            Bachelor's                  Y
## 2123 EZYV2123          Asia            Bachelor's                  Y
## 2124 EZYV2124          Asia           High School                  Y
## 2125 EZYV2125 North America           High School                  Y
## 2126 EZYV2126 North America              Master's                  Y
## 2127 EZYV2127          Asia              Master's                  Y
## 2128 EZYV2128 North America              Master's                  N
## 2129 EZYV2129          Asia              Master's                  Y
## 2130 EZYV2130          Asia              Master's                  Y
## 2131 EZYV2131          Asia            Bachelor's                  N
## 2132 EZYV2132        Europe             Doctorate                  Y
## 2133 EZYV2133          Asia            Bachelor's                  Y
## 2134 EZYV2134          Asia              Master's                  Y
## 2135 EZYV2135          Asia              Master's                  Y
## 2136 EZYV2136        Europe           High School                  Y
## 2137 EZYV2137          Asia             Doctorate                  N
## 2138 EZYV2138 North America              Master's                  Y
## 2139 EZYV2139          Asia           High School                  N
## 2140 EZYV2140 North America              Master's                  Y
## 2141 EZYV2141          Asia            Bachelor's                  N
## 2142 EZYV2142          Asia              Master's                  Y
## 2143 EZYV2143          Asia           High School                  N
## 2144 EZYV2144 North America            Bachelor's                  Y
## 2145 EZYV2145          Asia           High School                  Y
## 2146 EZYV2146          Asia            Bachelor's                  Y
## 2147 EZYV2147          Asia              Master's                  Y
## 2148 EZYV2148          Asia              Master's                  Y
## 2149 EZYV2149          Asia            Bachelor's                  N
## 2150 EZYV2150 North America              Master's                  Y
## 2151 EZYV2151          Asia            Bachelor's                  Y
## 2152 EZYV2152          Asia              Master's                  N
## 2153 EZYV2153          Asia            Bachelor's                  Y
## 2154 EZYV2154          Asia              Master's                  N
## 2155 EZYV2155 North America            Bachelor's                  Y
## 2156 EZYV2156        Europe              Master's                  N
## 2157 EZYV2157          Asia              Master's                  N
## 2158 EZYV2158          Asia           High School                  Y
## 2159 EZYV2159          Asia            Bachelor's                  Y
## 2160 EZYV2160          Asia             Doctorate                  N
## 2161 EZYV2161 North America            Bachelor's                  N
## 2162 EZYV2162 North America             Doctorate                  N
## 2163 EZYV2163          Asia            Bachelor's                  N
## 2164 EZYV2164          Asia            Bachelor's                  N
## 2165 EZYV2165          Asia              Master's                  Y
## 2166 EZYV2166 South America              Master's                  Y
## 2167 EZYV2167          Asia              Master's                  N
## 2168 EZYV2168          Asia            Bachelor's                  Y
## 2169 EZYV2169          Asia              Master's                  Y
## 2170 EZYV2170 North America            Bachelor's                  Y
## 2171 EZYV2171          Asia            Bachelor's                  N
## 2172 EZYV2172          Asia            Bachelor's                  N
## 2173 EZYV2173        Europe            Bachelor's                  N
## 2174 EZYV2174          Asia            Bachelor's                  Y
## 2175 EZYV2175          Asia            Bachelor's                  Y
## 2176 EZYV2176        Europe            Bachelor's                  Y
## 2177 EZYV2177 North America            Bachelor's                  N
## 2178 EZYV2178          Asia             Doctorate                  N
## 2179 EZYV2179          Asia           High School                  Y
## 2180 EZYV2180 North America           High School                  Y
## 2181 EZYV2181 North America            Bachelor's                  N
## 2182 EZYV2182          Asia            Bachelor's                  Y
## 2183 EZYV2183          Asia            Bachelor's                  N
## 2184 EZYV2184          Asia              Master's                  N
## 2185 EZYV2185          Asia              Master's                  Y
## 2186 EZYV2186          Asia              Master's                  Y
## 2187 EZYV2187        Europe            Bachelor's                  N
## 2188 EZYV2188          Asia            Bachelor's                  Y
## 2189 EZYV2189          Asia              Master's                  Y
## 2190 EZYV2190          Asia              Master's                  Y
## 2191 EZYV2191          Asia           High School                  N
## 2192 EZYV2192          Asia              Master's                  Y
## 2193 EZYV2193          Asia            Bachelor's                  Y
## 2194 EZYV2194          Asia              Master's                  Y
## 2195 EZYV2195          Asia              Master's                  Y
## 2196 EZYV2196        Europe            Bachelor's                  Y
## 2197 EZYV2197          Asia              Master's                  N
## 2198 EZYV2198          Asia            Bachelor's                  Y
## 2199 EZYV2199          Asia              Master's                  Y
## 2200 EZYV2200        Europe             Doctorate                  Y
## 2201 EZYV2201          Asia            Bachelor's                  Y
## 2202 EZYV2202          Asia            Bachelor's                  Y
## 2203 EZYV2203          Asia              Master's                  Y
## 2204 EZYV2204        Africa            Bachelor's                  Y
## 2205 EZYV2205          Asia            Bachelor's                  Y
## 2206 EZYV2206 North America              Master's                  Y
## 2207 EZYV2207          Asia            Bachelor's                  Y
## 2208 EZYV2208          Asia           High School                  N
## 2209 EZYV2209          Asia            Bachelor's                  Y
## 2210 EZYV2210          Asia              Master's                  Y
## 2211 EZYV2211          Asia              Master's                  N
## 2212 EZYV2212 South America              Master's                  Y
## 2213 EZYV2213          Asia           High School                  Y
## 2214 EZYV2214 South America            Bachelor's                  Y
## 2215 EZYV2215 North America            Bachelor's                  N
## 2216 EZYV2216 South America            Bachelor's                  N
## 2217 EZYV2217        Europe            Bachelor's                  N
## 2218 EZYV2218          Asia           High School                  N
## 2219 EZYV2219        Europe           High School                  N
## 2220 EZYV2220          Asia              Master's                  Y
## 2221 EZYV2221        Europe              Master's                  N
## 2222 EZYV2222          Asia           High School                  Y
## 2223 EZYV2223          Asia              Master's                  N
## 2224 EZYV2224          Asia            Bachelor's                  Y
## 2225 EZYV2225          Asia           High School                  Y
## 2226 EZYV2226        Europe            Bachelor's                  N
## 2227 EZYV2227       Oceania              Master's                  Y
## 2228 EZYV2228          Asia           High School                  N
## 2229 EZYV2229 North America            Bachelor's                  N
## 2230 EZYV2230 South America              Master's                  Y
## 2231 EZYV2231          Asia              Master's                  N
## 2232 EZYV2232 North America              Master's                  Y
## 2233 EZYV2233          Asia            Bachelor's                  Y
## 2234 EZYV2234        Europe              Master's                  Y
## 2235 EZYV2235 North America            Bachelor's                  N
## 2236 EZYV2236 North America              Master's                  Y
## 2237 EZYV2237          Asia            Bachelor's                  Y
## 2238 EZYV2238        Europe              Master's                  N
## 2239 EZYV2239        Europe              Master's                  N
## 2240 EZYV2240          Asia              Master's                  N
## 2241 EZYV2241 South America              Master's                  Y
## 2242 EZYV2242        Europe            Bachelor's                  Y
## 2243 EZYV2243          Asia            Bachelor's                  Y
## 2244 EZYV2244          Asia              Master's                  N
## 2245 EZYV2245          Asia           High School                  Y
## 2246 EZYV2246 North America            Bachelor's                  Y
## 2247 EZYV2247          Asia           High School                  Y
## 2248 EZYV2248          Asia             Doctorate                  Y
## 2249 EZYV2249          Asia              Master's                  N
## 2250 EZYV2250          Asia            Bachelor's                  Y
## 2251 EZYV2251 North America              Master's                  Y
## 2252 EZYV2252 North America            Bachelor's                  N
## 2253 EZYV2253          Asia              Master's                  Y
## 2254 EZYV2254          Asia            Bachelor's                  Y
## 2255 EZYV2255       Oceania              Master's                  N
## 2256 EZYV2256 North America           High School                  Y
## 2257 EZYV2257        Europe              Master's                  Y
## 2258 EZYV2258          Asia             Doctorate                  Y
## 2259 EZYV2259        Europe              Master's                  N
## 2260 EZYV2260          Asia              Master's                  Y
## 2261 EZYV2261          Asia             Doctorate                  Y
## 2262 EZYV2262          Asia              Master's                  Y
## 2263 EZYV2263          Asia            Bachelor's                  N
## 2264 EZYV2264        Europe           High School                  N
## 2265 EZYV2265          Asia            Bachelor's                  Y
## 2266 EZYV2266        Africa              Master's                  N
## 2267 EZYV2267          Asia              Master's                  N
## 2268 EZYV2268 North America           High School                  Y
## 2269 EZYV2269        Europe            Bachelor's                  N
## 2270 EZYV2270        Europe              Master's                  N
## 2271 EZYV2271          Asia            Bachelor's                  Y
## 2272 EZYV2272          Asia              Master's                  Y
## 2273 EZYV2273          Asia            Bachelor's                  N
## 2274 EZYV2274          Asia              Master's                  Y
## 2275 EZYV2275       Oceania              Master's                  N
## 2276 EZYV2276          Asia           High School                  Y
## 2277 EZYV2277          Asia              Master's                  N
## 2278 EZYV2278          Asia            Bachelor's                  Y
## 2279 EZYV2279        Europe             Doctorate                  Y
## 2280 EZYV2280          Asia           High School                  Y
## 2281 EZYV2281        Europe           High School                  Y
## 2282 EZYV2282 North America            Bachelor's                  N
## 2283 EZYV2283          Asia            Bachelor's                  Y
## 2284 EZYV2284          Asia           High School                  Y
## 2285 EZYV2285        Europe              Master's                  Y
## 2286 EZYV2286          Asia            Bachelor's                  Y
## 2287 EZYV2287        Europe            Bachelor's                  N
## 2288 EZYV2288          Asia              Master's                  Y
## 2289 EZYV2289 North America             Doctorate                  N
## 2290 EZYV2290          Asia             Doctorate                  Y
## 2291 EZYV2291          Asia              Master's                  N
## 2292 EZYV2292          Asia            Bachelor's                  Y
## 2293 EZYV2293          Asia            Bachelor's                  N
## 2294 EZYV2294          Asia            Bachelor's                  Y
## 2295 EZYV2295          Asia              Master's                  Y
## 2296 EZYV2296          Asia              Master's                  Y
## 2297 EZYV2297          Asia             Doctorate                  N
## 2298 EZYV2298          Asia           High School                  Y
## 2299 EZYV2299          Asia            Bachelor's                  Y
## 2300 EZYV2300        Africa             Doctorate                  N
## 2301 EZYV2301        Europe            Bachelor's                  Y
## 2302 EZYV2302          Asia            Bachelor's                  N
## 2303 EZYV2303          Asia              Master's                  N
## 2304 EZYV2304          Asia              Master's                  N
## 2305 EZYV2305        Europe              Master's                  Y
## 2306 EZYV2306          Asia              Master's                  Y
## 2307 EZYV2307          Asia            Bachelor's                  N
## 2308 EZYV2308          Asia              Master's                  N
## 2309 EZYV2309          Asia            Bachelor's                  Y
## 2310 EZYV2310          Asia              Master's                  Y
## 2311 EZYV2311        Europe              Master's                  Y
## 2312 EZYV2312        Europe            Bachelor's                  Y
## 2313 EZYV2313          Asia            Bachelor's                  N
## 2314 EZYV2314          Asia              Master's                  Y
## 2315 EZYV2315          Asia            Bachelor's                  Y
## 2316 EZYV2316 North America           High School                  Y
## 2317 EZYV2317        Europe            Bachelor's                  Y
## 2318 EZYV2318        Europe              Master's                  N
## 2319 EZYV2319        Europe             Doctorate                  N
## 2320 EZYV2320        Europe              Master's                  Y
## 2321 EZYV2321          Asia              Master's                  Y
## 2322 EZYV2322          Asia            Bachelor's                  N
## 2323 EZYV2323          Asia            Bachelor's                  N
## 2324 EZYV2324          Asia            Bachelor's                  N
## 2325 EZYV2325          Asia            Bachelor's                  Y
## 2326 EZYV2326          Asia              Master's                  N
## 2327 EZYV2327          Asia              Master's                  Y
## 2328 EZYV2328          Asia           High School                  Y
## 2329 EZYV2329          Asia            Bachelor's                  Y
## 2330 EZYV2330          Asia              Master's                  N
## 2331 EZYV2331          Asia            Bachelor's                  Y
## 2332 EZYV2332 North America              Master's                  Y
## 2333 EZYV2333          Asia            Bachelor's                  N
## 2334 EZYV2334        Europe            Bachelor's                  N
## 2335 EZYV2335          Asia            Bachelor's                  Y
## 2336 EZYV2336          Asia           High School                  N
## 2337 EZYV2337        Africa            Bachelor's                  Y
## 2338 EZYV2338          Asia              Master's                  N
## 2339 EZYV2339          Asia            Bachelor's                  N
## 2340 EZYV2340          Asia              Master's                  Y
## 2341 EZYV2341        Europe             Doctorate                  N
## 2342 EZYV2342          Asia              Master's                  N
## 2343 EZYV2343          Asia              Master's                  N
## 2344 EZYV2344          Asia              Master's                  Y
## 2345 EZYV2345          Asia            Bachelor's                  Y
## 2346 EZYV2346          Asia            Bachelor's                  N
## 2347 EZYV2347 South America            Bachelor's                  Y
## 2348 EZYV2348          Asia              Master's                  N
## 2349 EZYV2349 North America            Bachelor's                  Y
## 2350 EZYV2350          Asia            Bachelor's                  N
## 2351 EZYV2351          Asia              Master's                  N
## 2352 EZYV2352          Asia           High School                  Y
## 2353 EZYV2353          Asia            Bachelor's                  Y
## 2354 EZYV2354          Asia            Bachelor's                  N
## 2355 EZYV2355          Asia            Bachelor's                  Y
## 2356 EZYV2356 North America            Bachelor's                  Y
## 2357 EZYV2357          Asia              Master's                  N
## 2358 EZYV2358        Europe             Doctorate                  Y
## 2359 EZYV2359 South America            Bachelor's                  N
## 2360 EZYV2360 South America            Bachelor's                  Y
## 2361 EZYV2361          Asia              Master's                  N
## 2362 EZYV2362          Asia              Master's                  N
## 2363 EZYV2363 North America              Master's                  Y
## 2364 EZYV2364          Asia              Master's                  N
## 2365 EZYV2365          Asia           High School                  N
## 2366 EZYV2366          Asia              Master's                  Y
## 2367 EZYV2367          Asia            Bachelor's                  N
## 2368 EZYV2368        Europe            Bachelor's                  N
## 2369 EZYV2369 South America            Bachelor's                  Y
## 2370 EZYV2370          Asia            Bachelor's                  N
## 2371 EZYV2371          Asia           High School                  Y
## 2372 EZYV2372          Asia            Bachelor's                  N
## 2373 EZYV2373          Asia              Master's                  Y
## 2374 EZYV2374          Asia            Bachelor's                  Y
## 2375 EZYV2375 North America              Master's                  N
## 2376 EZYV2376          Asia            Bachelor's                  N
## 2377 EZYV2377 South America            Bachelor's                  N
## 2378 EZYV2378 North America            Bachelor's                  Y
## 2379 EZYV2379 North America              Master's                  Y
## 2380 EZYV2380       Oceania              Master's                  Y
## 2381 EZYV2381          Asia              Master's                  Y
## 2382 EZYV2382 North America             Doctorate                  N
## 2383 EZYV2383          Asia            Bachelor's                  N
## 2384 EZYV2384          Asia           High School                  Y
## 2385 EZYV2385          Asia           High School                  N
## 2386 EZYV2386          Asia            Bachelor's                  Y
## 2387 EZYV2387          Asia              Master's                  Y
## 2388 EZYV2388          Asia            Bachelor's                  N
## 2389 EZYV2389          Asia              Master's                  Y
## 2390 EZYV2390          Asia            Bachelor's                  Y
## 2391 EZYV2391          Asia            Bachelor's                  N
## 2392 EZYV2392          Asia              Master's                  N
## 2393 EZYV2393          Asia           High School                  Y
## 2394 EZYV2394        Europe            Bachelor's                  Y
## 2395 EZYV2395          Asia              Master's                  Y
## 2396 EZYV2396        Europe            Bachelor's                  Y
## 2397 EZYV2397          Asia              Master's                  N
## 2398 EZYV2398 North America              Master's                  Y
## 2399 EZYV2399          Asia            Bachelor's                  Y
## 2400 EZYV2400          Asia           High School                  Y
## 2401 EZYV2401 North America             Doctorate                  N
## 2402 EZYV2402          Asia            Bachelor's                  N
## 2403 EZYV2403          Asia            Bachelor's                  N
## 2404 EZYV2404          Asia           High School                  Y
## 2405 EZYV2405          Asia            Bachelor's                  Y
## 2406 EZYV2406 North America              Master's                  Y
## 2407 EZYV2407          Asia              Master's                  Y
## 2408 EZYV2408          Asia            Bachelor's                  N
## 2409 EZYV2409          Asia           High School                  N
## 2410 EZYV2410          Asia            Bachelor's                  N
## 2411 EZYV2411          Asia           High School                  N
## 2412 EZYV2412          Asia           High School                  N
## 2413 EZYV2413          Asia           High School                  Y
## 2414 EZYV2414 North America           High School                  N
## 2415 EZYV2415          Asia              Master's                  N
## 2416 EZYV2416        Europe           High School                  Y
## 2417 EZYV2417        Europe            Bachelor's                  Y
## 2418 EZYV2418          Asia            Bachelor's                  N
## 2419 EZYV2419          Asia           High School                  N
## 2420 EZYV2420          Asia              Master's                  N
## 2421 EZYV2421          Asia            Bachelor's                  Y
## 2422 EZYV2422          Asia              Master's                  Y
## 2423 EZYV2423        Europe             Doctorate                  N
## 2424 EZYV2424          Asia              Master's                  Y
## 2425 EZYV2425          Asia            Bachelor's                  N
## 2426 EZYV2426          Asia              Master's                  Y
## 2427 EZYV2427        Europe           High School                  Y
## 2428 EZYV2428        Europe           High School                  Y
## 2429 EZYV2429          Asia           High School                  Y
## 2430 EZYV2430          Asia            Bachelor's                  Y
## 2431 EZYV2431          Asia              Master's                  N
## 2432 EZYV2432          Asia           High School                  Y
## 2433 EZYV2433          Asia              Master's                  Y
## 2434 EZYV2434          Asia             Doctorate                  N
## 2435 EZYV2435       Oceania              Master's                  Y
## 2436 EZYV2436          Asia           High School                  N
## 2437 EZYV2437          Asia            Bachelor's                  Y
## 2438 EZYV2438          Asia           High School                  N
## 2439 EZYV2439 South America              Master's                  Y
## 2440 EZYV2440          Asia              Master's                  Y
## 2441 EZYV2441          Asia            Bachelor's                  N
## 2442 EZYV2442       Oceania           High School                  Y
## 2443 EZYV2443          Asia              Master's                  Y
## 2444 EZYV2444          Asia              Master's                  N
## 2445 EZYV2445 North America              Master's                  Y
## 2446 EZYV2446          Asia           High School                  N
## 2447 EZYV2447          Asia              Master's                  N
## 2448 EZYV2448          Asia           High School                  Y
## 2449 EZYV2449          Asia           High School                  Y
## 2450 EZYV2450        Europe            Bachelor's                  Y
## 2451 EZYV2451          Asia           High School                  Y
## 2452 EZYV2452          Asia              Master's                  Y
## 2453 EZYV2453          Asia              Master's                  Y
## 2454 EZYV2454          Asia           High School                  N
## 2455 EZYV2455          Asia            Bachelor's                  Y
## 2456 EZYV2456          Asia            Bachelor's                  Y
## 2457 EZYV2457        Europe            Bachelor's                  Y
## 2458 EZYV2458          Asia           High School                  N
## 2459 EZYV2459 North America            Bachelor's                  Y
## 2460 EZYV2460          Asia            Bachelor's                  N
## 2461 EZYV2461        Europe             Doctorate                  Y
## 2462 EZYV2462        Europe           High School                  N
## 2463 EZYV2463          Asia            Bachelor's                  Y
## 2464 EZYV2464          Asia            Bachelor's                  N
## 2465 EZYV2465          Asia            Bachelor's                  Y
## 2466 EZYV2466          Asia            Bachelor's                  N
## 2467 EZYV2467          Asia              Master's                  N
## 2468 EZYV2468          Asia            Bachelor's                  Y
## 2469 EZYV2469          Asia            Bachelor's                  Y
## 2470 EZYV2470 North America           High School                  Y
## 2471 EZYV2471          Asia            Bachelor's                  Y
## 2472 EZYV2472          Asia            Bachelor's                  Y
## 2473 EZYV2473          Asia              Master's                  N
## 2474 EZYV2474        Europe            Bachelor's                  N
## 2475 EZYV2475          Asia             Doctorate                  N
## 2476 EZYV2476          Asia              Master's                  Y
## 2477 EZYV2477 North America            Bachelor's                  N
## 2478 EZYV2478          Asia              Master's                  N
## 2479 EZYV2479 North America             Doctorate                  Y
## 2480 EZYV2480          Asia            Bachelor's                  Y
## 2481 EZYV2481        Europe              Master's                  Y
## 2482 EZYV2482          Asia            Bachelor's                  N
## 2483 EZYV2483        Europe             Doctorate                  Y
## 2484 EZYV2484          Asia            Bachelor's                  Y
## 2485 EZYV2485          Asia            Bachelor's                  Y
## 2486 EZYV2486          Asia            Bachelor's                  Y
## 2487 EZYV2487 North America              Master's                  Y
## 2488 EZYV2488          Asia            Bachelor's                  Y
## 2489 EZYV2489          Asia              Master's                  Y
## 2490 EZYV2490          Asia            Bachelor's                  Y
## 2491 EZYV2491          Asia              Master's                  Y
## 2492 EZYV2492          Asia              Master's                  N
## 2493 EZYV2493          Asia              Master's                  N
## 2494 EZYV2494          Asia           High School                  Y
## 2495 EZYV2495 North America           High School                  N
## 2496 EZYV2496 South America           High School                  N
## 2497 EZYV2497        Europe              Master's                  N
## 2498 EZYV2498          Asia            Bachelor's                  N
## 2499 EZYV2499          Asia              Master's                  Y
## 2500 EZYV2500        Europe            Bachelor's                  Y
## 2501 EZYV2501          Asia              Master's                  N
## 2502 EZYV2502          Asia              Master's                  Y
## 2503 EZYV2503          Asia            Bachelor's                  Y
## 2504 EZYV2504          Asia            Bachelor's                  Y
## 2505 EZYV2505          Asia            Bachelor's                  Y
## 2506 EZYV2506          Asia            Bachelor's                  Y
## 2507 EZYV2507 North America              Master's                  Y
## 2508 EZYV2508          Asia             Doctorate                  N
## 2509 EZYV2509          Asia            Bachelor's                  Y
## 2510 EZYV2510          Asia            Bachelor's                  Y
## 2511 EZYV2511          Asia              Master's                  Y
## 2512 EZYV2512          Asia            Bachelor's                  N
## 2513 EZYV2513          Asia           High School                  N
## 2514 EZYV2514          Asia              Master's                  Y
## 2515 EZYV2515 South America             Doctorate                  Y
## 2516 EZYV2516          Asia              Master's                  N
## 2517 EZYV2517          Asia              Master's                  N
## 2518 EZYV2518          Asia              Master's                  N
## 2519 EZYV2519          Asia           High School                  N
## 2520 EZYV2520          Asia              Master's                  Y
## 2521 EZYV2521          Asia            Bachelor's                  N
## 2522 EZYV2522          Asia            Bachelor's                  Y
## 2523 EZYV2523        Europe             Doctorate                  Y
## 2524 EZYV2524          Asia             Doctorate                  Y
## 2525 EZYV2525          Asia            Bachelor's                  N
## 2526 EZYV2526          Asia              Master's                  N
## 2527 EZYV2527          Asia              Master's                  Y
## 2528 EZYV2528          Asia            Bachelor's                  N
## 2529 EZYV2529        Europe             Doctorate                  Y
## 2530 EZYV2530          Asia              Master's                  Y
## 2531 EZYV2531          Asia            Bachelor's                  Y
## 2532 EZYV2532          Asia           High School                  Y
## 2533 EZYV2533          Asia              Master's                  Y
## 2534 EZYV2534        Europe              Master's                  Y
## 2535 EZYV2535          Asia            Bachelor's                  N
## 2536 EZYV2536        Europe              Master's                  N
## 2537 EZYV2537 North America              Master's                  Y
## 2538 EZYV2538          Asia              Master's                  N
## 2539 EZYV2539 North America            Bachelor's                  Y
## 2540 EZYV2540          Asia              Master's                  Y
## 2541 EZYV2541          Asia              Master's                  Y
## 2542 EZYV2542          Asia            Bachelor's                  Y
## 2543 EZYV2543          Asia             Doctorate                  Y
## 2544 EZYV2544          Asia           High School                  Y
## 2545 EZYV2545          Asia           High School                  Y
## 2546 EZYV2546          Asia            Bachelor's                  Y
## 2547 EZYV2547          Asia              Master's                  Y
## 2548 EZYV2548          Asia           High School                  Y
## 2549 EZYV2549          Asia             Doctorate                  Y
## 2550 EZYV2550          Asia           High School                  Y
## 2551 EZYV2551 North America            Bachelor's                  Y
## 2552 EZYV2552          Asia              Master's                  N
## 2553 EZYV2553        Africa             Doctorate                  N
## 2554 EZYV2554        Europe            Bachelor's                  Y
## 2555 EZYV2555 North America            Bachelor's                  Y
## 2556 EZYV2556          Asia              Master's                  Y
## 2557 EZYV2557        Europe            Bachelor's                  N
## 2558 EZYV2558          Asia              Master's                  Y
## 2559 EZYV2559          Asia            Bachelor's                  Y
## 2560 EZYV2560 North America              Master's                  Y
## 2561 EZYV2561          Asia              Master's                  Y
## 2562 EZYV2562          Asia            Bachelor's                  N
## 2563 EZYV2563          Asia            Bachelor's                  Y
## 2564 EZYV2564          Asia            Bachelor's                  Y
## 2565 EZYV2565          Asia            Bachelor's                  N
## 2566 EZYV2566          Asia              Master's                  N
## 2567 EZYV2567          Asia              Master's                  Y
## 2568 EZYV2568          Asia              Master's                  Y
## 2569 EZYV2569        Europe             Doctorate                  Y
## 2570 EZYV2570          Asia              Master's                  N
## 2571 EZYV2571          Asia            Bachelor's                  Y
## 2572 EZYV2572          Asia              Master's                  N
## 2573 EZYV2573          Asia              Master's                  N
## 2574 EZYV2574        Europe              Master's                  Y
## 2575 EZYV2575          Asia            Bachelor's                  N
## 2576 EZYV2576        Africa              Master's                  Y
## 2577 EZYV2577          Asia              Master's                  Y
## 2578 EZYV2578          Asia            Bachelor's                  Y
## 2579 EZYV2579 South America           High School                  Y
## 2580 EZYV2580          Asia            Bachelor's                  Y
## 2581 EZYV2581          Asia              Master's                  N
## 2582 EZYV2582        Europe           High School                  Y
## 2583 EZYV2583          Asia            Bachelor's                  Y
## 2584 EZYV2584          Asia              Master's                  Y
## 2585 EZYV2585          Asia           High School                  N
## 2586 EZYV2586          Asia           High School                  N
## 2587 EZYV2587          Asia            Bachelor's                  N
## 2588 EZYV2588          Asia            Bachelor's                  Y
## 2589 EZYV2589 North America              Master's                  Y
## 2590 EZYV2590          Asia           High School                  N
## 2591 EZYV2591          Asia              Master's                  Y
## 2592 EZYV2592        Africa            Bachelor's                  Y
## 2593 EZYV2593          Asia           High School                  Y
## 2594 EZYV2594 North America              Master's                  N
## 2595 EZYV2595          Asia              Master's                  Y
## 2596 EZYV2596          Asia              Master's                  N
## 2597 EZYV2597          Asia            Bachelor's                  N
## 2598 EZYV2598          Asia           High School                  Y
## 2599 EZYV2599          Asia           High School                  Y
## 2600 EZYV2600 North America           High School                  Y
## 2601 EZYV2601          Asia              Master's                  N
## 2602 EZYV2602 South America              Master's                  N
## 2603 EZYV2603          Asia              Master's                  Y
## 2604 EZYV2604          Asia              Master's                  N
## 2605 EZYV2605          Asia            Bachelor's                  Y
## 2606 EZYV2606          Asia            Bachelor's                  Y
## 2607 EZYV2607          Asia            Bachelor's                  Y
## 2608 EZYV2608          Asia           High School                  N
## 2609 EZYV2609          Asia              Master's                  Y
## 2610 EZYV2610          Asia            Bachelor's                  Y
## 2611 EZYV2611        Africa            Bachelor's                  N
## 2612 EZYV2612          Asia            Bachelor's                  N
## 2613 EZYV2613          Asia              Master's                  N
## 2614 EZYV2614          Asia            Bachelor's                  N
## 2615 EZYV2615        Africa              Master's                  Y
## 2616 EZYV2616          Asia              Master's                  Y
## 2617 EZYV2617          Asia            Bachelor's                  Y
## 2618 EZYV2618          Asia            Bachelor's                  Y
## 2619 EZYV2619          Asia              Master's                  N
## 2620 EZYV2620          Asia            Bachelor's                  N
## 2621 EZYV2621          Asia            Bachelor's                  Y
## 2622 EZYV2622          Asia            Bachelor's                  Y
## 2623 EZYV2623          Asia              Master's                  N
## 2624 EZYV2624          Asia              Master's                  N
## 2625 EZYV2625          Asia            Bachelor's                  Y
## 2626 EZYV2626        Europe            Bachelor's                  Y
## 2627 EZYV2627          Asia           High School                  N
## 2628 EZYV2628 North America              Master's                  Y
## 2629 EZYV2629 North America           High School                  N
## 2630 EZYV2630          Asia           High School                  N
## 2631 EZYV2631          Asia              Master's                  Y
## 2632 EZYV2632          Asia             Doctorate                  N
## 2633 EZYV2633 North America              Master's                  Y
## 2634 EZYV2634          Asia            Bachelor's                  Y
## 2635 EZYV2635          Asia            Bachelor's                  N
## 2636 EZYV2636          Asia            Bachelor's                  N
## 2637 EZYV2637          Asia              Master's                  Y
## 2638 EZYV2638 North America            Bachelor's                  Y
## 2639 EZYV2639 North America              Master's                  Y
## 2640 EZYV2640 North America             Doctorate                  Y
## 2641 EZYV2641          Asia             Doctorate                  N
## 2642 EZYV2642          Asia              Master's                  N
## 2643 EZYV2643        Africa             Doctorate                  N
## 2644 EZYV2644          Asia            Bachelor's                  Y
## 2645 EZYV2645          Asia              Master's                  Y
## 2646 EZYV2646          Asia              Master's                  N
## 2647 EZYV2647          Asia            Bachelor's                  Y
## 2648 EZYV2648          Asia              Master's                  N
## 2649 EZYV2649 North America              Master's                  Y
## 2650 EZYV2650          Asia            Bachelor's                  Y
## 2651 EZYV2651 South America              Master's                  N
## 2652 EZYV2652          Asia            Bachelor's                  N
## 2653 EZYV2653          Asia            Bachelor's                  N
## 2654 EZYV2654 North America            Bachelor's                  N
## 2655 EZYV2655        Europe           High School                  Y
## 2656 EZYV2656 South America            Bachelor's                  N
## 2657 EZYV2657          Asia              Master's                  Y
## 2658 EZYV2658          Asia              Master's                  Y
## 2659 EZYV2659          Asia            Bachelor's                  N
## 2660 EZYV2660        Europe              Master's                  Y
## 2661 EZYV2661          Asia              Master's                  N
## 2662 EZYV2662        Africa              Master's                  N
## 2663 EZYV2663          Asia              Master's                  N
## 2664 EZYV2664          Asia           High School                  Y
## 2665 EZYV2665          Asia             Doctorate                  Y
## 2666 EZYV2666        Europe              Master's                  Y
## 2667 EZYV2667          Asia            Bachelor's                  Y
## 2668 EZYV2668        Europe           High School                  N
## 2669 EZYV2669          Asia            Bachelor's                  Y
## 2670 EZYV2670          Asia           High School                  N
## 2671 EZYV2671 North America              Master's                  Y
## 2672 EZYV2672          Asia             Doctorate                  N
## 2673 EZYV2673          Asia              Master's                  Y
## 2674 EZYV2674          Asia           High School                  N
## 2675 EZYV2675          Asia            Bachelor's                  Y
## 2676 EZYV2676 North America              Master's                  Y
## 2677 EZYV2677 North America              Master's                  N
## 2678 EZYV2678          Asia            Bachelor's                  Y
## 2679 EZYV2679          Asia           High School                  N
## 2680 EZYV2680          Asia            Bachelor's                  Y
## 2681 EZYV2681        Europe             Doctorate                  Y
## 2682 EZYV2682          Asia            Bachelor's                  N
## 2683 EZYV2683          Asia              Master's                  Y
## 2684 EZYV2684          Asia            Bachelor's                  N
## 2685 EZYV2685          Asia           High School                  N
## 2686 EZYV2686 North America              Master's                  N
## 2687 EZYV2687          Asia             Doctorate                  Y
## 2688 EZYV2688        Europe            Bachelor's                  Y
## 2689 EZYV2689          Asia              Master's                  N
## 2690 EZYV2690          Asia              Master's                  Y
## 2691 EZYV2691        Europe              Master's                  Y
## 2692 EZYV2692          Asia              Master's                  Y
## 2693 EZYV2693          Asia            Bachelor's                  N
## 2694 EZYV2694          Asia              Master's                  Y
## 2695 EZYV2695          Asia            Bachelor's                  N
## 2696 EZYV2696 South America              Master's                  Y
## 2697 EZYV2697 North America            Bachelor's                  N
## 2698 EZYV2698          Asia              Master's                  N
## 2699 EZYV2699          Asia            Bachelor's                  Y
## 2700 EZYV2700          Asia             Doctorate                  Y
## 2701 EZYV2701 North America            Bachelor's                  N
## 2702 EZYV2702          Asia              Master's                  N
## 2703 EZYV2703          Asia             Doctorate                  Y
## 2704 EZYV2704          Asia           High School                  N
## 2705 EZYV2705        Europe           High School                  Y
## 2706 EZYV2706          Asia            Bachelor's                  Y
## 2707 EZYV2707        Europe            Bachelor's                  Y
## 2708 EZYV2708          Asia           High School                  N
## 2709 EZYV2709          Asia              Master's                  N
## 2710 EZYV2710          Asia            Bachelor's                  N
## 2711 EZYV2711          Asia              Master's                  N
## 2712 EZYV2712          Asia            Bachelor's                  Y
## 2713 EZYV2713          Asia            Bachelor's                  N
## 2714 EZYV2714          Asia           High School                  Y
## 2715 EZYV2715          Asia           High School                  N
## 2716 EZYV2716          Asia            Bachelor's                  Y
## 2717 EZYV2717        Europe            Bachelor's                  N
## 2718 EZYV2718          Asia           High School                  Y
## 2719 EZYV2719          Asia             Doctorate                  Y
## 2720 EZYV2720 South America              Master's                  N
## 2721 EZYV2721        Europe              Master's                  N
## 2722 EZYV2722          Asia              Master's                  N
## 2723 EZYV2723 South America            Bachelor's                  N
## 2724 EZYV2724          Asia              Master's                  N
## 2725 EZYV2725        Europe              Master's                  Y
## 2726 EZYV2726 North America              Master's                  N
## 2727 EZYV2727          Asia              Master's                  Y
## 2728 EZYV2728          Asia            Bachelor's                  N
## 2729 EZYV2729          Asia              Master's                  N
## 2730 EZYV2730          Asia           High School                  Y
## 2731 EZYV2731          Asia            Bachelor's                  N
## 2732 EZYV2732        Europe             Doctorate                  Y
## 2733 EZYV2733          Asia            Bachelor's                  Y
## 2734 EZYV2734          Asia           High School                  Y
## 2735 EZYV2735          Asia            Bachelor's                  N
## 2736 EZYV2736          Asia              Master's                  N
## 2737 EZYV2737          Asia            Bachelor's                  N
## 2738 EZYV2738        Europe              Master's                  N
## 2739 EZYV2739          Asia              Master's                  N
## 2740 EZYV2740          Asia              Master's                  N
## 2741 EZYV2741 North America              Master's                  N
## 2742 EZYV2742          Asia              Master's                  Y
## 2743 EZYV2743          Asia              Master's                  Y
## 2744 EZYV2744 North America            Bachelor's                  Y
## 2745 EZYV2745          Asia              Master's                  N
## 2746 EZYV2746          Asia              Master's                  Y
## 2747 EZYV2747          Asia              Master's                  N
## 2748 EZYV2748          Asia            Bachelor's                  Y
## 2749 EZYV2749          Asia            Bachelor's                  N
## 2750 EZYV2750          Asia            Bachelor's                  N
## 2751 EZYV2751          Asia           High School                  Y
## 2752 EZYV2752          Asia            Bachelor's                  Y
## 2753 EZYV2753          Asia             Doctorate                  Y
## 2754 EZYV2754          Asia              Master's                  Y
## 2755 EZYV2755 North America            Bachelor's                  N
## 2756 EZYV2756          Asia            Bachelor's                  Y
## 2757 EZYV2757          Asia           High School                  N
## 2758 EZYV2758        Europe              Master's                  N
## 2759 EZYV2759          Asia              Master's                  N
## 2760 EZYV2760          Asia            Bachelor's                  Y
## 2761 EZYV2761          Asia              Master's                  Y
## 2762 EZYV2762          Asia            Bachelor's                  N
## 2763 EZYV2763          Asia            Bachelor's                  Y
## 2764 EZYV2764          Asia              Master's                  N
## 2765 EZYV2765          Asia              Master's                  Y
## 2766 EZYV2766 North America              Master's                  N
## 2767 EZYV2767          Asia              Master's                  Y
## 2768 EZYV2768          Asia            Bachelor's                  Y
## 2769 EZYV2769          Asia            Bachelor's                  N
## 2770 EZYV2770 North America            Bachelor's                  Y
## 2771 EZYV2771        Europe            Bachelor's                  N
## 2772 EZYV2772          Asia            Bachelor's                  Y
## 2773 EZYV2773 North America              Master's                  Y
## 2774 EZYV2774          Asia            Bachelor's                  Y
## 2775 EZYV2775          Asia            Bachelor's                  N
## 2776 EZYV2776          Asia              Master's                  Y
## 2777 EZYV2777          Asia              Master's                  Y
## 2778 EZYV2778          Asia            Bachelor's                  N
## 2779 EZYV2779          Asia           High School                  Y
## 2780 EZYV2780          Asia              Master's                  N
## 2781 EZYV2781 North America             Doctorate                  Y
## 2782 EZYV2782 South America            Bachelor's                  N
## 2783 EZYV2783 North America            Bachelor's                  Y
## 2784 EZYV2784          Asia           High School                  Y
## 2785 EZYV2785          Asia           High School                  N
## 2786 EZYV2786       Oceania              Master's                  Y
## 2787 EZYV2787          Asia             Doctorate                  N
## 2788 EZYV2788          Asia            Bachelor's                  N
## 2789 EZYV2789        Europe              Master's                  N
## 2790 EZYV2790        Europe            Bachelor's                  Y
## 2791 EZYV2791          Asia              Master's                  Y
## 2792 EZYV2792          Asia             Doctorate                  Y
## 2793 EZYV2793          Asia            Bachelor's                  N
## 2794 EZYV2794          Asia            Bachelor's                  N
## 2795 EZYV2795          Asia             Doctorate                  N
## 2796 EZYV2796          Asia              Master's                  Y
## 2797 EZYV2797          Asia           High School                  Y
## 2798 EZYV2798        Europe            Bachelor's                  Y
## 2799 EZYV2799 North America              Master's                  N
## 2800 EZYV2800          Asia              Master's                  Y
## 2801 EZYV2801          Asia            Bachelor's                  Y
## 2802 EZYV2802        Europe             Doctorate                  Y
## 2803 EZYV2803        Europe            Bachelor's                  N
## 2804 EZYV2804 South America            Bachelor's                  Y
## 2805 EZYV2805          Asia             Doctorate                  N
## 2806 EZYV2806          Asia           High School                  Y
## 2807 EZYV2807          Asia             Doctorate                  Y
## 2808 EZYV2808          Asia              Master's                  Y
## 2809 EZYV2809 North America            Bachelor's                  Y
## 2810 EZYV2810          Asia            Bachelor's                  N
## 2811 EZYV2811          Asia              Master's                  Y
## 2812 EZYV2812        Europe              Master's                  N
## 2813 EZYV2813        Europe             Doctorate                  N
## 2814 EZYV2814          Asia           High School                  N
## 2815 EZYV2815          Asia            Bachelor's                  Y
## 2816 EZYV2816          Asia             Doctorate                  Y
## 2817 EZYV2817          Asia              Master's                  N
## 2818 EZYV2818          Asia            Bachelor's                  Y
## 2819 EZYV2819 North America            Bachelor's                  N
## 2820 EZYV2820          Asia           High School                  Y
## 2821 EZYV2821          Asia            Bachelor's                  N
## 2822 EZYV2822          Asia            Bachelor's                  Y
## 2823 EZYV2823 North America            Bachelor's                  Y
## 2824 EZYV2824          Asia              Master's                  N
## 2825 EZYV2825          Asia           High School                  Y
## 2826 EZYV2826        Europe           High School                  Y
## 2827 EZYV2827 North America              Master's                  Y
## 2828 EZYV2828          Asia              Master's                  N
## 2829 EZYV2829        Europe             Doctorate                  Y
## 2830 EZYV2830          Asia            Bachelor's                  Y
## 2831 EZYV2831          Asia            Bachelor's                  Y
## 2832 EZYV2832        Europe              Master's                  Y
## 2833 EZYV2833          Asia              Master's                  Y
## 2834 EZYV2834          Asia           High School                  N
## 2835 EZYV2835        Europe            Bachelor's                  Y
## 2836 EZYV2836          Asia              Master's                  Y
## 2837 EZYV2837          Asia              Master's                  N
## 2838 EZYV2838        Europe            Bachelor's                  N
## 2839 EZYV2839        Europe             Doctorate                  Y
## 2840 EZYV2840          Asia            Bachelor's                  Y
## 2841 EZYV2841        Europe            Bachelor's                  N
## 2842 EZYV2842        Europe              Master's                  N
## 2843 EZYV2843          Asia             Doctorate                  N
## 2844 EZYV2844          Asia            Bachelor's                  N
## 2845 EZYV2845 North America            Bachelor's                  N
## 2846 EZYV2846        Africa            Bachelor's                  N
## 2847 EZYV2847          Asia              Master's                  Y
## 2848 EZYV2848        Europe            Bachelor's                  Y
## 2849 EZYV2849          Asia            Bachelor's                  Y
## 2850 EZYV2850          Asia            Bachelor's                  Y
## 2851 EZYV2851          Asia           High School                  Y
## 2852 EZYV2852 South America              Master's                  N
## 2853 EZYV2853          Asia            Bachelor's                  Y
## 2854 EZYV2854          Asia            Bachelor's                  N
## 2855 EZYV2855          Asia              Master's                  Y
## 2856 EZYV2856        Europe             Doctorate                  N
## 2857 EZYV2857          Asia            Bachelor's                  N
## 2858 EZYV2858        Europe           High School                  Y
## 2859 EZYV2859          Asia              Master's                  Y
## 2860 EZYV2860          Asia            Bachelor's                  N
## 2861 EZYV2861          Asia              Master's                  N
## 2862 EZYV2862          Asia              Master's                  N
## 2863 EZYV2863          Asia            Bachelor's                  N
## 2864 EZYV2864          Asia           High School                  Y
## 2865 EZYV2865          Asia           High School                  Y
## 2866 EZYV2866          Asia              Master's                  Y
## 2867 EZYV2867          Asia            Bachelor's                  Y
## 2868 EZYV2868          Asia              Master's                  N
## 2869 EZYV2869          Asia              Master's                  N
## 2870 EZYV2870 North America            Bachelor's                  Y
## 2871 EZYV2871          Asia              Master's                  Y
## 2872 EZYV2872        Europe              Master's                  N
## 2873 EZYV2873          Asia            Bachelor's                  Y
## 2874 EZYV2874        Europe           High School                  N
## 2875 EZYV2875        Europe             Doctorate                  N
## 2876 EZYV2876          Asia           High School                  Y
## 2877 EZYV2877          Asia            Bachelor's                  N
## 2878 EZYV2878          Asia            Bachelor's                  Y
## 2879 EZYV2879          Asia              Master's                  Y
## 2880 EZYV2880          Asia            Bachelor's                  Y
## 2881 EZYV2881 North America            Bachelor's                  Y
## 2882 EZYV2882 North America              Master's                  Y
## 2883 EZYV2883          Asia              Master's                  Y
## 2884 EZYV2884          Asia            Bachelor's                  Y
## 2885 EZYV2885 North America              Master's                  N
## 2886 EZYV2886        Europe            Bachelor's                  Y
## 2887 EZYV2887          Asia            Bachelor's                  N
## 2888 EZYV2888          Asia              Master's                  N
## 2889 EZYV2889          Asia           High School                  N
## 2890 EZYV2890          Asia           High School                  Y
## 2891 EZYV2891          Asia            Bachelor's                  Y
## 2892 EZYV2892          Asia            Bachelor's                  N
## 2893 EZYV2893 South America           High School                  N
## 2894 EZYV2894          Asia              Master's                  Y
## 2895 EZYV2895        Europe              Master's                  Y
## 2896 EZYV2896 North America              Master's                  N
## 2897 EZYV2897        Europe              Master's                  Y
## 2898 EZYV2898          Asia              Master's                  N
## 2899 EZYV2899          Asia            Bachelor's                  Y
## 2900 EZYV2900 South America           High School                  Y
## 2901 EZYV2901          Asia            Bachelor's                  N
## 2902 EZYV2902          Asia           High School                  Y
## 2903 EZYV2903          Asia              Master's                  N
## 2904 EZYV2904          Asia              Master's                  N
## 2905 EZYV2905          Asia            Bachelor's                  N
## 2906 EZYV2906 North America              Master's                  N
## 2907 EZYV2907          Asia            Bachelor's                  N
## 2908 EZYV2908          Asia              Master's                  Y
## 2909 EZYV2909          Asia            Bachelor's                  N
## 2910 EZYV2910          Asia           High School                  N
## 2911 EZYV2911          Asia              Master's                  N
## 2912 EZYV2912 North America              Master's                  Y
## 2913 EZYV2913        Europe              Master's                  N
## 2914 EZYV2914 South America              Master's                  Y
## 2915 EZYV2915          Asia            Bachelor's                  N
## 2916 EZYV2916          Asia            Bachelor's                  N
## 2917 EZYV2917 South America            Bachelor's                  Y
## 2918 EZYV2918          Asia           High School                  Y
## 2919 EZYV2919          Asia              Master's                  Y
## 2920 EZYV2920        Europe             Doctorate                  N
## 2921 EZYV2921          Asia           High School                  Y
## 2922 EZYV2922          Asia            Bachelor's                  Y
## 2923 EZYV2923 North America            Bachelor's                  N
## 2924 EZYV2924        Europe             Doctorate                  N
## 2925 EZYV2925          Asia             Doctorate                  N
## 2926 EZYV2926          Asia            Bachelor's                  Y
## 2927 EZYV2927          Asia              Master's                  N
## 2928 EZYV2928          Asia              Master's                  Y
## 2929 EZYV2929          Asia            Bachelor's                  Y
## 2930 EZYV2930          Asia            Bachelor's                  N
## 2931 EZYV2931        Europe              Master's                  N
## 2932 EZYV2932          Asia             Doctorate                  N
## 2933 EZYV2933          Asia            Bachelor's                  Y
## 2934 EZYV2934        Europe            Bachelor's                  N
## 2935 EZYV2935          Asia            Bachelor's                  Y
## 2936 EZYV2936 North America              Master's                  N
## 2937 EZYV2937        Europe              Master's                  N
## 2938 EZYV2938          Asia            Bachelor's                  N
## 2939 EZYV2939          Asia            Bachelor's                  Y
## 2940 EZYV2940          Asia              Master's                  N
## 2941 EZYV2941          Asia           High School                  N
## 2942 EZYV2942          Asia              Master's                  N
## 2943 EZYV2943        Europe            Bachelor's                  Y
## 2944 EZYV2944        Europe             Doctorate                  Y
## 2945 EZYV2945          Asia            Bachelor's                  Y
## 2946 EZYV2946          Asia           High School                  Y
## 2947 EZYV2947 South America              Master's                  Y
## 2948 EZYV2948          Asia           High School                  Y
## 2949 EZYV2949          Asia            Bachelor's                  Y
## 2950 EZYV2950          Asia              Master's                  Y
## 2951 EZYV2951          Asia            Bachelor's                  Y
## 2952 EZYV2952          Asia              Master's                  N
## 2953 EZYV2953          Asia            Bachelor's                  N
## 2954 EZYV2954          Asia           High School                  Y
## 2955 EZYV2955          Asia             Doctorate                  N
## 2956 EZYV2956          Asia            Bachelor's                  N
## 2957 EZYV2957        Europe              Master's                  N
## 2958 EZYV2958 South America              Master's                  Y
## 2959 EZYV2959          Asia            Bachelor's                  N
## 2960 EZYV2960          Asia              Master's                  Y
## 2961 EZYV2961 North America            Bachelor's                  N
## 2962 EZYV2962          Asia            Bachelor's                  Y
## 2963 EZYV2963          Asia            Bachelor's                  N
## 2964 EZYV2964          Asia           High School                  N
## 2965 EZYV2965          Asia              Master's                  Y
## 2966 EZYV2966          Asia              Master's                  N
## 2967 EZYV2967          Asia            Bachelor's                  N
## 2968 EZYV2968        Europe            Bachelor's                  N
## 2969 EZYV2969 North America              Master's                  Y
## 2970 EZYV2970          Asia           High School                  Y
## 2971 EZYV2971          Asia           High School                  N
## 2972 EZYV2972          Asia            Bachelor's                  Y
## 2973 EZYV2973          Asia              Master's                  N
## 2974 EZYV2974          Asia             Doctorate                  Y
## 2975 EZYV2975          Asia              Master's                  N
## 2976 EZYV2976          Asia            Bachelor's                  N
## 2977 EZYV2977 North America            Bachelor's                  Y
## 2978 EZYV2978        Europe            Bachelor's                  Y
## 2979 EZYV2979          Asia           High School                  Y
## 2980 EZYV2980          Asia            Bachelor's                  N
## 2981 EZYV2981          Asia            Bachelor's                  N
## 2982 EZYV2982          Asia            Bachelor's                  N
## 2983 EZYV2983          Asia           High School                  N
## 2984 EZYV2984        Europe              Master's                  N
## 2985 EZYV2985          Asia              Master's                  N
## 2986 EZYV2986 South America             Doctorate                  N
## 2987 EZYV2987          Asia              Master's                  N
## 2988 EZYV2988          Asia            Bachelor's                  Y
## 2989 EZYV2989        Europe            Bachelor's                  N
## 2990 EZYV2990 North America           High School                  Y
## 2991 EZYV2991          Asia              Master's                  N
## 2992 EZYV2992          Asia            Bachelor's                  Y
## 2993 EZYV2993          Asia           High School                  Y
## 2994 EZYV2994        Europe           High School                  N
## 2995 EZYV2995          Asia           High School                  N
## 2996 EZYV2996          Asia            Bachelor's                  Y
## 2997 EZYV2997          Asia            Bachelor's                  Y
## 2998 EZYV2998          Asia            Bachelor's                  N
## 2999 EZYV2999 North America              Master's                  Y
## 3000 EZYV3000        Europe            Bachelor's                  Y
## 3001 EZYV3001          Asia           High School                  Y
## 3002 EZYV3002        Europe             Doctorate                  N
## 3003 EZYV3003          Asia              Master's                  Y
## 3004 EZYV3004          Asia              Master's                  Y
## 3005 EZYV3005          Asia              Master's                  N
## 3006 EZYV3006          Asia            Bachelor's                  Y
## 3007 EZYV3007          Asia            Bachelor's                  N
## 3008 EZYV3008          Asia            Bachelor's                  Y
## 3009 EZYV3009          Asia            Bachelor's                  Y
## 3010 EZYV3010          Asia           High School                  Y
## 3011 EZYV3011          Asia            Bachelor's                  Y
## 3012 EZYV3012        Europe              Master's                  Y
## 3013 EZYV3013          Asia             Doctorate                  Y
## 3014 EZYV3014          Asia           High School                  N
## 3015 EZYV3015 South America           High School                  N
## 3016 EZYV3016 North America            Bachelor's                  N
## 3017 EZYV3017        Africa              Master's                  Y
## 3018 EZYV3018          Asia            Bachelor's                  N
## 3019 EZYV3019 North America              Master's                  Y
## 3020 EZYV3020          Asia              Master's                  N
## 3021 EZYV3021          Asia            Bachelor's                  Y
## 3022 EZYV3022          Asia            Bachelor's                  N
## 3023 EZYV3023          Asia            Bachelor's                  Y
## 3024 EZYV3024        Europe              Master's                  Y
## 3025 EZYV3025          Asia              Master's                  N
## 3026 EZYV3026          Asia              Master's                  Y
## 3027 EZYV3027          Asia              Master's                  N
## 3028 EZYV3028          Asia              Master's                  N
## 3029 EZYV3029          Asia              Master's                  N
## 3030 EZYV3030        Europe            Bachelor's                  Y
## 3031 EZYV3031        Europe              Master's                  Y
## 3032 EZYV3032        Europe           High School                  Y
## 3033 EZYV3033          Asia              Master's                  N
## 3034 EZYV3034          Asia            Bachelor's                  N
## 3035 EZYV3035          Asia              Master's                  Y
## 3036 EZYV3036 North America            Bachelor's                  Y
## 3037 EZYV3037        Europe             Doctorate                  Y
## 3038 EZYV3038          Asia            Bachelor's                  Y
## 3039 EZYV3039          Asia            Bachelor's                  N
## 3040 EZYV3040          Asia              Master's                  Y
## 3041 EZYV3041          Asia              Master's                  Y
## 3042 EZYV3042       Oceania              Master's                  N
## 3043 EZYV3043          Asia              Master's                  N
## 3044 EZYV3044 North America             Doctorate                  Y
## 3045 EZYV3045        Africa              Master's                  N
## 3046 EZYV3046        Europe            Bachelor's                  N
## 3047 EZYV3047        Africa              Master's                  Y
## 3048 EZYV3048 North America            Bachelor's                  Y
## 3049 EZYV3049 North America            Bachelor's                  N
## 3050 EZYV3050          Asia            Bachelor's                  N
## 3051 EZYV3051 North America              Master's                  Y
## 3052 EZYV3052          Asia            Bachelor's                  N
## 3053 EZYV3053        Europe              Master's                  Y
## 3054 EZYV3054          Asia           High School                  N
## 3055 EZYV3055          Asia            Bachelor's                  Y
## 3056 EZYV3056          Asia              Master's                  Y
## 3057 EZYV3057          Asia              Master's                  Y
## 3058 EZYV3058        Europe             Doctorate                  Y
## 3059 EZYV3059          Asia            Bachelor's                  N
## 3060 EZYV3060 North America           High School                  N
## 3061 EZYV3061          Asia            Bachelor's                  N
## 3062 EZYV3062          Asia              Master's                  Y
## 3063 EZYV3063 North America            Bachelor's                  N
## 3064 EZYV3064        Europe            Bachelor's                  Y
## 3065 EZYV3065          Asia            Bachelor's                  Y
## 3066 EZYV3066          Asia              Master's                  N
## 3067 EZYV3067        Europe           High School                  N
## 3068 EZYV3068          Asia              Master's                  Y
## 3069 EZYV3069 North America             Doctorate                  Y
## 3070 EZYV3070          Asia              Master's                  N
## 3071 EZYV3071        Europe              Master's                  Y
## 3072 EZYV3072        Europe            Bachelor's                  N
## 3073 EZYV3073          Asia              Master's                  Y
## 3074 EZYV3074          Asia            Bachelor's                  N
## 3075 EZYV3075          Asia            Bachelor's                  Y
## 3076 EZYV3076          Asia              Master's                  Y
## 3077 EZYV3077          Asia            Bachelor's                  N
## 3078 EZYV3078          Asia              Master's                  N
## 3079 EZYV3079        Europe              Master's                  Y
## 3080 EZYV3080          Asia            Bachelor's                  Y
## 3081 EZYV3081          Asia            Bachelor's                  N
## 3082 EZYV3082          Asia            Bachelor's                  N
## 3083 EZYV3083        Europe            Bachelor's                  N
## 3084 EZYV3084          Asia              Master's                  N
## 3085 EZYV3085          Asia            Bachelor's                  Y
## 3086 EZYV3086          Asia              Master's                  Y
## 3087 EZYV3087          Asia              Master's                  N
## 3088 EZYV3088          Asia           High School                  Y
## 3089 EZYV3089          Asia            Bachelor's                  Y
## 3090 EZYV3090          Asia            Bachelor's                  Y
## 3091 EZYV3091 North America           High School                  Y
## 3092 EZYV3092          Asia              Master's                  N
## 3093 EZYV3093          Asia            Bachelor's                  N
## 3094 EZYV3094          Asia           High School                  N
## 3095 EZYV3095 North America            Bachelor's                  Y
## 3096 EZYV3096        Europe           High School                  Y
## 3097 EZYV3097        Europe           High School                  Y
## 3098 EZYV3098          Asia              Master's                  N
## 3099 EZYV3099        Europe             Doctorate                  Y
## 3100 EZYV3100 South America              Master's                  Y
## 3101 EZYV3101        Europe            Bachelor's                  Y
## 3102 EZYV3102          Asia            Bachelor's                  N
## 3103 EZYV3103          Asia            Bachelor's                  Y
## 3104 EZYV3104          Asia              Master's                  Y
## 3105 EZYV3105        Africa           High School                  Y
## 3106 EZYV3106 South America           High School                  N
## 3107 EZYV3107        Europe              Master's                  Y
## 3108 EZYV3108 North America              Master's                  Y
## 3109 EZYV3109 North America              Master's                  Y
## 3110 EZYV3110 North America             Doctorate                  N
## 3111 EZYV3111          Asia              Master's                  N
## 3112 EZYV3112        Europe              Master's                  N
## 3113 EZYV3113 South America           High School                  Y
## 3114 EZYV3114          Asia           High School                  Y
## 3115 EZYV3115          Asia            Bachelor's                  Y
## 3116 EZYV3116          Asia              Master's                  Y
## 3117 EZYV3117          Asia            Bachelor's                  Y
## 3118 EZYV3118          Asia              Master's                  N
## 3119 EZYV3119        Europe              Master's                  N
## 3120 EZYV3120        Europe             Doctorate                  Y
## 3121 EZYV3121 North America            Bachelor's                  N
## 3122 EZYV3122        Europe           High School                  Y
## 3123 EZYV3123          Asia            Bachelor's                  N
## 3124 EZYV3124          Asia              Master's                  N
## 3125 EZYV3125 North America            Bachelor's                  N
## 3126 EZYV3126          Asia              Master's                  N
## 3127 EZYV3127          Asia            Bachelor's                  Y
## 3128 EZYV3128        Europe            Bachelor's                  Y
## 3129 EZYV3129          Asia            Bachelor's                  Y
## 3130 EZYV3130          Asia            Bachelor's                  N
## 3131 EZYV3131          Asia            Bachelor's                  Y
## 3132 EZYV3132          Asia              Master's                  Y
## 3133 EZYV3133          Asia           High School                  N
## 3134 EZYV3134          Asia              Master's                  N
## 3135 EZYV3135          Asia           High School                  Y
## 3136 EZYV3136          Asia            Bachelor's                  Y
## 3137 EZYV3137          Asia            Bachelor's                  N
## 3138 EZYV3138          Asia             Doctorate                  N
## 3139 EZYV3139 North America            Bachelor's                  Y
## 3140 EZYV3140        Europe              Master's                  Y
## 3141 EZYV3141          Asia            Bachelor's                  Y
## 3142 EZYV3142          Asia              Master's                  Y
## 3143 EZYV3143          Asia              Master's                  Y
## 3144 EZYV3144          Asia              Master's                  N
## 3145 EZYV3145          Asia              Master's                  Y
## 3146 EZYV3146          Asia              Master's                  Y
## 3147 EZYV3147 North America              Master's                  Y
## 3148 EZYV3148 South America            Bachelor's                  N
## 3149 EZYV3149        Europe            Bachelor's                  Y
## 3150 EZYV3150          Asia            Bachelor's                  N
## 3151 EZYV3151 North America              Master's                  Y
## 3152 EZYV3152          Asia            Bachelor's                  Y
## 3153 EZYV3153        Europe             Doctorate                  Y
## 3154 EZYV3154          Asia            Bachelor's                  Y
## 3155 EZYV3155          Asia              Master's                  N
## 3156 EZYV3156          Asia            Bachelor's                  N
## 3157 EZYV3157        Africa             Doctorate                  Y
## 3158 EZYV3158          Asia              Master's                  N
## 3159 EZYV3159          Asia              Master's                  Y
## 3160 EZYV3160          Asia            Bachelor's                  N
## 3161 EZYV3161          Asia            Bachelor's                  N
## 3162 EZYV3162          Asia             Doctorate                  N
## 3163 EZYV3163        Europe              Master's                  N
## 3164 EZYV3164        Europe             Doctorate                  N
## 3165 EZYV3165          Asia            Bachelor's                  Y
## 3166 EZYV3166          Asia             Doctorate                  Y
## 3167 EZYV3167          Asia              Master's                  N
## 3168 EZYV3168          Asia            Bachelor's                  Y
## 3169 EZYV3169          Asia              Master's                  Y
## 3170 EZYV3170        Europe            Bachelor's                  Y
## 3171 EZYV3171          Asia            Bachelor's                  N
## 3172 EZYV3172          Asia              Master's                  N
## 3173 EZYV3173          Asia            Bachelor's                  N
## 3174 EZYV3174       Oceania           High School                  Y
## 3175 EZYV3175          Asia              Master's                  Y
## 3176 EZYV3176          Asia            Bachelor's                  N
## 3177 EZYV3177        Europe              Master's                  Y
## 3178 EZYV3178          Asia              Master's                  N
## 3179 EZYV3179          Asia              Master's                  Y
## 3180 EZYV3180 North America             Doctorate                  Y
## 3181 EZYV3181          Asia            Bachelor's                  Y
## 3182 EZYV3182          Asia            Bachelor's                  Y
## 3183 EZYV3183          Asia            Bachelor's                  Y
## 3184 EZYV3184          Asia              Master's                  N
## 3185 EZYV3185          Asia             Doctorate                  Y
## 3186 EZYV3186 North America             Doctorate                  Y
## 3187 EZYV3187        Europe            Bachelor's                  Y
## 3188 EZYV3188          Asia           High School                  Y
## 3189 EZYV3189 North America            Bachelor's                  Y
## 3190 EZYV3190          Asia              Master's                  Y
## 3191 EZYV3191        Europe            Bachelor's                  N
## 3192 EZYV3192 North America              Master's                  Y
## 3193 EZYV3193 South America           High School                  N
## 3194 EZYV3194          Asia            Bachelor's                  Y
## 3195 EZYV3195          Asia            Bachelor's                  Y
## 3196 EZYV3196 North America            Bachelor's                  N
## 3197 EZYV3197          Asia           High School                  Y
## 3198 EZYV3198       Oceania            Bachelor's                  Y
## 3199 EZYV3199          Asia            Bachelor's                  N
## 3200 EZYV3200 North America            Bachelor's                  Y
## 3201 EZYV3201          Asia              Master's                  N
## 3202 EZYV3202 South America            Bachelor's                  Y
## 3203 EZYV3203          Asia            Bachelor's                  Y
## 3204 EZYV3204          Asia              Master's                  Y
## 3205 EZYV3205          Asia              Master's                  N
## 3206 EZYV3206          Asia            Bachelor's                  N
## 3207 EZYV3207          Asia              Master's                  N
## 3208 EZYV3208          Asia           High School                  Y
## 3209 EZYV3209          Asia            Bachelor's                  Y
## 3210 EZYV3210          Asia            Bachelor's                  Y
## 3211 EZYV3211        Europe            Bachelor's                  Y
## 3212 EZYV3212          Asia              Master's                  Y
## 3213 EZYV3213          Asia            Bachelor's                  N
## 3214 EZYV3214          Asia              Master's                  Y
## 3215 EZYV3215          Asia            Bachelor's                  N
## 3216 EZYV3216          Asia             Doctorate                  Y
## 3217 EZYV3217          Asia           High School                  Y
## 3218 EZYV3218          Asia              Master's                  N
## 3219 EZYV3219          Asia              Master's                  Y
## 3220 EZYV3220 North America           High School                  N
## 3221 EZYV3221          Asia              Master's                  N
## 3222 EZYV3222        Europe            Bachelor's                  N
## 3223 EZYV3223          Asia              Master's                  N
## 3224 EZYV3224          Asia            Bachelor's                  Y
## 3225 EZYV3225          Asia            Bachelor's                  N
## 3226 EZYV3226 North America           High School                  Y
## 3227 EZYV3227          Asia            Bachelor's                  Y
## 3228 EZYV3228          Asia              Master's                  N
## 3229 EZYV3229 North America            Bachelor's                  Y
## 3230 EZYV3230          Asia            Bachelor's                  Y
## 3231 EZYV3231          Asia              Master's                  Y
## 3232 EZYV3232          Asia            Bachelor's                  Y
## 3233 EZYV3233          Asia            Bachelor's                  Y
## 3234 EZYV3234          Asia            Bachelor's                  Y
## 3235 EZYV3235        Europe            Bachelor's                  Y
## 3236 EZYV3236          Asia              Master's                  N
## 3237 EZYV3237          Asia            Bachelor's                  N
## 3238 EZYV3238        Europe             Doctorate                  N
## 3239 EZYV3239          Asia            Bachelor's                  N
## 3240 EZYV3240          Asia              Master's                  N
## 3241 EZYV3241          Asia              Master's                  Y
## 3242 EZYV3242        Europe              Master's                  N
## 3243 EZYV3243          Asia            Bachelor's                  Y
## 3244 EZYV3244        Europe           High School                  N
## 3245 EZYV3245 North America              Master's                  Y
## 3246 EZYV3246          Asia            Bachelor's                  Y
## 3247 EZYV3247        Europe            Bachelor's                  N
## 3248 EZYV3248          Asia            Bachelor's                  Y
## 3249 EZYV3249 South America              Master's                  N
## 3250 EZYV3250          Asia            Bachelor's                  Y
## 3251 EZYV3251          Asia            Bachelor's                  Y
## 3252 EZYV3252          Asia              Master's                  N
## 3253 EZYV3253          Asia            Bachelor's                  Y
## 3254 EZYV3254 South America            Bachelor's                  Y
## 3255 EZYV3255        Europe            Bachelor's                  Y
## 3256 EZYV3256          Asia            Bachelor's                  Y
## 3257 EZYV3257        Africa              Master's                  Y
## 3258 EZYV3258          Asia            Bachelor's                  Y
## 3259 EZYV3259          Asia           High School                  Y
## 3260 EZYV3260 South America           High School                  Y
## 3261 EZYV3261          Asia             Doctorate                  Y
## 3262 EZYV3262          Asia            Bachelor's                  N
## 3263 EZYV3263          Asia            Bachelor's                  N
## 3264 EZYV3264          Asia            Bachelor's                  Y
## 3265 EZYV3265       Oceania              Master's                  Y
## 3266 EZYV3266 North America            Bachelor's                  Y
## 3267 EZYV3267 North America              Master's                  Y
## 3268 EZYV3268          Asia             Doctorate                  N
## 3269 EZYV3269 North America              Master's                  Y
## 3270 EZYV3270 North America              Master's                  N
## 3271 EZYV3271          Asia              Master's                  Y
## 3272 EZYV3272          Asia            Bachelor's                  N
## 3273 EZYV3273        Europe            Bachelor's                  Y
## 3274 EZYV3274          Asia            Bachelor's                  N
## 3275 EZYV3275          Asia              Master's                  Y
## 3276 EZYV3276          Asia            Bachelor's                  N
## 3277 EZYV3277          Asia            Bachelor's                  N
## 3278 EZYV3278          Asia              Master's                  N
## 3279 EZYV3279          Asia           High School                  Y
## 3280 EZYV3280          Asia           High School                  N
## 3281 EZYV3281          Asia              Master's                  N
## 3282 EZYV3282          Asia              Master's                  Y
## 3283 EZYV3283          Asia              Master's                  Y
## 3284 EZYV3284        Europe           High School                  Y
## 3285 EZYV3285          Asia            Bachelor's                  Y
## 3286 EZYV3286          Asia           High School                  Y
## 3287 EZYV3287          Asia              Master's                  Y
## 3288 EZYV3288          Asia            Bachelor's                  Y
## 3289 EZYV3289 North America              Master's                  N
## 3290 EZYV3290          Asia             Doctorate                  Y
## 3291 EZYV3291          Asia              Master's                  N
## 3292 EZYV3292          Asia           High School                  Y
## 3293 EZYV3293 North America            Bachelor's                  Y
## 3294 EZYV3294          Asia             Doctorate                  N
## 3295 EZYV3295          Asia            Bachelor's                  Y
## 3296 EZYV3296          Asia              Master's                  Y
## 3297 EZYV3297          Asia              Master's                  Y
## 3298 EZYV3298          Asia            Bachelor's                  Y
## 3299 EZYV3299 South America           High School                  Y
## 3300 EZYV3300          Asia              Master's                  Y
## 3301 EZYV3301          Asia              Master's                  Y
## 3302 EZYV3302        Europe             Doctorate                  Y
## 3303 EZYV3303          Asia              Master's                  Y
## 3304 EZYV3304          Asia           High School                  Y
## 3305 EZYV3305        Europe            Bachelor's                  Y
## 3306 EZYV3306 North America              Master's                  Y
## 3307 EZYV3307          Asia              Master's                  Y
## 3308 EZYV3308          Asia            Bachelor's                  Y
## 3309 EZYV3309          Asia            Bachelor's                  N
## 3310 EZYV3310          Asia              Master's                  N
## 3311 EZYV3311          Asia              Master's                  N
## 3312 EZYV3312          Asia           High School                  N
## 3313 EZYV3313          Asia              Master's                  Y
## 3314 EZYV3314 North America              Master's                  N
## 3315 EZYV3315          Asia            Bachelor's                  N
## 3316 EZYV3316          Asia              Master's                  N
## 3317 EZYV3317          Asia            Bachelor's                  N
## 3318 EZYV3318          Asia              Master's                  Y
## 3319 EZYV3319        Europe             Doctorate                  Y
## 3320 EZYV3320          Asia            Bachelor's                  N
## 3321 EZYV3321 North America              Master's                  Y
## 3322 EZYV3322          Asia            Bachelor's                  N
## 3323 EZYV3323          Asia              Master's                  Y
## 3324 EZYV3324 South America              Master's                  Y
## 3325 EZYV3325        Europe              Master's                  N
## 3326 EZYV3326          Asia           High School                  Y
## 3327 EZYV3327        Africa            Bachelor's                  Y
## 3328 EZYV3328          Asia            Bachelor's                  Y
## 3329 EZYV3329          Asia              Master's                  Y
## 3330 EZYV3330 North America            Bachelor's                  N
## 3331 EZYV3331          Asia              Master's                  Y
## 3332 EZYV3332        Europe            Bachelor's                  Y
## 3333 EZYV3333          Asia              Master's                  N
## 3334 EZYV3334          Asia             Doctorate                  Y
## 3335 EZYV3335          Asia              Master's                  Y
## 3336 EZYV3336          Asia              Master's                  Y
## 3337 EZYV3337          Asia              Master's                  Y
## 3338 EZYV3338          Asia            Bachelor's                  N
## 3339 EZYV3339 North America             Doctorate                  Y
## 3340 EZYV3340          Asia            Bachelor's                  N
## 3341 EZYV3341          Asia              Master's                  N
## 3342 EZYV3342          Asia              Master's                  N
## 3343 EZYV3343          Asia              Master's                  Y
## 3344 EZYV3344        Europe            Bachelor's                  Y
## 3345 EZYV3345        Europe            Bachelor's                  Y
## 3346 EZYV3346        Europe           High School                  Y
## 3347 EZYV3347          Asia              Master's                  Y
## 3348 EZYV3348 North America             Doctorate                  N
## 3349 EZYV3349          Asia              Master's                  Y
## 3350 EZYV3350          Asia            Bachelor's                  Y
## 3351 EZYV3351          Asia              Master's                  N
## 3352 EZYV3352          Asia            Bachelor's                  N
## 3353 EZYV3353          Asia             Doctorate                  Y
## 3354 EZYV3354          Asia            Bachelor's                  Y
## 3355 EZYV3355 South America             Doctorate                  N
## 3356 EZYV3356        Europe           High School                  Y
## 3357 EZYV3357          Asia            Bachelor's                  Y
## 3358 EZYV3358 North America              Master's                  N
## 3359 EZYV3359          Asia            Bachelor's                  Y
## 3360 EZYV3360          Asia              Master's                  Y
## 3361 EZYV3361 North America              Master's                  Y
## 3362 EZYV3362 North America              Master's                  Y
## 3363 EZYV3363 North America             Doctorate                  N
## 3364 EZYV3364 North America              Master's                  Y
## 3365 EZYV3365          Asia            Bachelor's                  Y
## 3366 EZYV3366        Europe             Doctorate                  Y
## 3367 EZYV3367        Europe              Master's                  Y
## 3368 EZYV3368 North America              Master's                  Y
## 3369 EZYV3369          Asia              Master's                  Y
## 3370 EZYV3370          Asia              Master's                  Y
## 3371 EZYV3371          Asia              Master's                  N
## 3372 EZYV3372          Asia              Master's                  N
## 3373 EZYV3373          Asia           High School                  Y
## 3374 EZYV3374        Europe             Doctorate                  Y
## 3375 EZYV3375        Europe            Bachelor's                  Y
## 3376 EZYV3376        Europe              Master's                  N
## 3377 EZYV3377          Asia           High School                  N
## 3378 EZYV3378          Asia              Master's                  Y
## 3379 EZYV3379       Oceania            Bachelor's                  N
## 3380 EZYV3380          Asia           High School                  Y
## 3381 EZYV3381          Asia            Bachelor's                  N
## 3382 EZYV3382 North America           High School                  Y
## 3383 EZYV3383          Asia            Bachelor's                  Y
## 3384 EZYV3384 North America              Master's                  Y
## 3385 EZYV3385 South America           High School                  Y
## 3386 EZYV3386          Asia            Bachelor's                  N
## 3387 EZYV3387          Asia              Master's                  Y
## 3388 EZYV3388          Asia           High School                  Y
## 3389 EZYV3389          Asia            Bachelor's                  N
## 3390 EZYV3390 North America              Master's                  Y
## 3391 EZYV3391        Europe           High School                  Y
## 3392 EZYV3392          Asia            Bachelor's                  Y
## 3393 EZYV3393 North America            Bachelor's                  Y
## 3394 EZYV3394          Asia            Bachelor's                  Y
## 3395 EZYV3395          Asia            Bachelor's                  N
## 3396 EZYV3396          Asia            Bachelor's                  N
## 3397 EZYV3397          Asia              Master's                  Y
## 3398 EZYV3398        Europe              Master's                  Y
## 3399 EZYV3399          Asia              Master's                  Y
## 3400 EZYV3400          Asia              Master's                  Y
## 3401 EZYV3401          Asia            Bachelor's                  N
## 3402 EZYV3402        Europe            Bachelor's                  N
## 3403 EZYV3403          Asia            Bachelor's                  Y
## 3404 EZYV3404        Europe            Bachelor's                  Y
## 3405 EZYV3405        Europe           High School                  Y
## 3406 EZYV3406          Asia              Master's                  Y
## 3407 EZYV3407          Asia            Bachelor's                  Y
## 3408 EZYV3408          Asia            Bachelor's                  Y
## 3409 EZYV3409          Asia            Bachelor's                  Y
## 3410 EZYV3410        Europe            Bachelor's                  Y
## 3411 EZYV3411        Europe             Doctorate                  Y
## 3412 EZYV3412 North America            Bachelor's                  N
## 3413 EZYV3413          Asia            Bachelor's                  N
## 3414 EZYV3414          Asia            Bachelor's                  N
## 3415 EZYV3415          Asia              Master's                  Y
## 3416 EZYV3416          Asia            Bachelor's                  Y
## 3417 EZYV3417 North America              Master's                  N
## 3418 EZYV3418          Asia              Master's                  N
## 3419 EZYV3419 North America           High School                  N
## 3420 EZYV3420          Asia            Bachelor's                  N
## 3421 EZYV3421          Asia            Bachelor's                  Y
## 3422 EZYV3422          Asia              Master's                  Y
## 3423 EZYV3423          Asia           High School                  Y
## 3424 EZYV3424          Asia            Bachelor's                  Y
## 3425 EZYV3425          Asia            Bachelor's                  Y
## 3426 EZYV3426          Asia              Master's                  Y
## 3427 EZYV3427          Asia           High School                  Y
## 3428 EZYV3428 North America            Bachelor's                  Y
## 3429 EZYV3429 North America            Bachelor's                  Y
## 3430 EZYV3430        Europe             Doctorate                  Y
## 3431 EZYV3431 North America            Bachelor's                  Y
## 3432 EZYV3432          Asia              Master's                  N
## 3433 EZYV3433        Europe            Bachelor's                  N
## 3434 EZYV3434          Asia            Bachelor's                  Y
## 3435 EZYV3435          Asia              Master's                  N
## 3436 EZYV3436          Asia            Bachelor's                  Y
## 3437 EZYV3437        Africa              Master's                  Y
## 3438 EZYV3438          Asia            Bachelor's                  Y
## 3439 EZYV3439          Asia            Bachelor's                  N
## 3440 EZYV3440          Asia              Master's                  Y
## 3441 EZYV3441          Asia           High School                  Y
## 3442 EZYV3442 North America              Master's                  Y
## 3443 EZYV3443          Asia              Master's                  N
## 3444 EZYV3444          Asia            Bachelor's                  Y
## 3445 EZYV3445          Asia              Master's                  Y
## 3446 EZYV3446          Asia              Master's                  Y
## 3447 EZYV3447          Asia              Master's                  N
## 3448 EZYV3448        Europe           High School                  Y
## 3449 EZYV3449          Asia              Master's                  N
## 3450 EZYV3450          Asia           High School                  Y
## 3451 EZYV3451        Europe            Bachelor's                  N
## 3452 EZYV3452          Asia            Bachelor's                  Y
## 3453 EZYV3453          Asia              Master's                  Y
## 3454 EZYV3454        Africa             Doctorate                  Y
## 3455 EZYV3455        Europe            Bachelor's                  N
## 3456 EZYV3456          Asia              Master's                  N
## 3457 EZYV3457        Europe            Bachelor's                  Y
## 3458 EZYV3458          Asia            Bachelor's                  N
## 3459 EZYV3459          Asia              Master's                  N
## 3460 EZYV3460          Asia            Bachelor's                  Y
## 3461 EZYV3461          Asia            Bachelor's                  N
## 3462 EZYV3462          Asia            Bachelor's                  Y
## 3463 EZYV3463        Europe              Master's                  Y
## 3464 EZYV3464          Asia            Bachelor's                  N
## 3465 EZYV3465          Asia              Master's                  Y
## 3466 EZYV3466          Asia           High School                  Y
## 3467 EZYV3467        Africa             Doctorate                  Y
## 3468 EZYV3468          Asia              Master's                  N
## 3469 EZYV3469          Asia            Bachelor's                  Y
## 3470 EZYV3470        Europe             Doctorate                  Y
## 3471 EZYV3471          Asia              Master's                  N
## 3472 EZYV3472          Asia            Bachelor's                  N
## 3473 EZYV3473          Asia            Bachelor's                  Y
## 3474 EZYV3474 North America            Bachelor's                  Y
## 3475 EZYV3475          Asia           High School                  Y
## 3476 EZYV3476 South America              Master's                  N
## 3477 EZYV3477          Asia              Master's                  Y
## 3478 EZYV3478          Asia            Bachelor's                  N
## 3479 EZYV3479          Asia            Bachelor's                  N
## 3480 EZYV3480          Asia              Master's                  N
## 3481 EZYV3481        Europe           High School                  Y
## 3482 EZYV3482          Asia            Bachelor's                  N
## 3483 EZYV3483          Asia           High School                  Y
## 3484 EZYV3484 North America              Master's                  Y
## 3485 EZYV3485          Asia             Doctorate                  Y
## 3486 EZYV3486 North America            Bachelor's                  Y
## 3487 EZYV3487          Asia            Bachelor's                  Y
## 3488 EZYV3488          Asia            Bachelor's                  N
## 3489 EZYV3489 North America           High School                  N
## 3490 EZYV3490          Asia           High School                  Y
## 3491 EZYV3491          Asia            Bachelor's                  N
## 3492 EZYV3492 North America            Bachelor's                  N
## 3493 EZYV3493          Asia            Bachelor's                  N
## 3494 EZYV3494          Asia              Master's                  Y
## 3495 EZYV3495          Asia              Master's                  N
## 3496 EZYV3496          Asia            Bachelor's                  N
## 3497 EZYV3497 North America              Master's                  Y
## 3498 EZYV3498        Europe           High School                  N
## 3499 EZYV3499        Europe           High School                  Y
## 3500 EZYV3500          Asia              Master's                  N
## 3501 EZYV3501          Asia              Master's                  Y
## 3502 EZYV3502          Asia           High School                  Y
## 3503 EZYV3503          Asia            Bachelor's                  N
## 3504 EZYV3504          Asia            Bachelor's                  N
## 3505 EZYV3505 North America              Master's                  Y
## 3506 EZYV3506          Asia            Bachelor's                  N
## 3507 EZYV3507          Asia           High School                  N
## 3508 EZYV3508          Asia            Bachelor's                  Y
## 3509 EZYV3509 North America              Master's                  N
## 3510 EZYV3510        Europe           High School                  Y
## 3511 EZYV3511          Asia            Bachelor's                  N
## 3512 EZYV3512        Europe              Master's                  Y
## 3513 EZYV3513          Asia           High School                  N
## 3514 EZYV3514          Asia             Doctorate                  N
## 3515 EZYV3515          Asia              Master's                  N
## 3516 EZYV3516          Asia              Master's                  Y
## 3517 EZYV3517          Asia            Bachelor's                  Y
## 3518 EZYV3518        Europe              Master's                  Y
## 3519 EZYV3519          Asia              Master's                  N
## 3520 EZYV3520        Europe             Doctorate                  N
## 3521 EZYV3521          Asia            Bachelor's                  Y
## 3522 EZYV3522          Asia            Bachelor's                  N
## 3523 EZYV3523          Asia              Master's                  N
## 3524 EZYV3524        Europe            Bachelor's                  Y
## 3525 EZYV3525 North America              Master's                  Y
## 3526 EZYV3526        Africa              Master's                  Y
## 3527 EZYV3527 North America              Master's                  N
## 3528 EZYV3528 South America           High School                  N
## 3529 EZYV3529 South America             Doctorate                  Y
## 3530 EZYV3530          Asia              Master's                  Y
## 3531 EZYV3531          Asia           High School                  Y
## 3532 EZYV3532          Asia           High School                  N
## 3533 EZYV3533 South America             Doctorate                  Y
## 3534 EZYV3534          Asia            Bachelor's                  Y
## 3535 EZYV3535          Asia              Master's                  Y
## 3536 EZYV3536 North America            Bachelor's                  Y
## 3537 EZYV3537 North America            Bachelor's                  Y
## 3538 EZYV3538 South America              Master's                  Y
## 3539 EZYV3539          Asia              Master's                  Y
## 3540 EZYV3540          Asia              Master's                  Y
## 3541 EZYV3541          Asia              Master's                  Y
## 3542 EZYV3542          Asia            Bachelor's                  N
## 3543 EZYV3543          Asia            Bachelor's                  N
## 3544 EZYV3544          Asia            Bachelor's                  N
## 3545 EZYV3545          Asia            Bachelor's                  N
## 3546 EZYV3546          Asia            Bachelor's                  N
## 3547 EZYV3547          Asia              Master's                  Y
## 3548 EZYV3548          Asia            Bachelor's                  N
## 3549 EZYV3549 North America              Master's                  Y
## 3550 EZYV3550          Asia            Bachelor's                  N
## 3551 EZYV3551        Europe            Bachelor's                  N
## 3552 EZYV3552          Asia            Bachelor's                  Y
## 3553 EZYV3553 South America              Master's                  N
## 3554 EZYV3554          Asia            Bachelor's                  N
## 3555 EZYV3555          Asia            Bachelor's                  N
## 3556 EZYV3556          Asia              Master's                  Y
## 3557 EZYV3557          Asia              Master's                  N
## 3558 EZYV3558          Asia           High School                  Y
## 3559 EZYV3559 North America              Master's                  N
## 3560 EZYV3560          Asia             Doctorate                  N
## 3561 EZYV3561        Europe             Doctorate                  Y
## 3562 EZYV3562          Asia              Master's                  N
## 3563 EZYV3563        Europe            Bachelor's                  N
## 3564 EZYV3564          Asia              Master's                  Y
## 3565 EZYV3565 North America              Master's                  Y
## 3566 EZYV3566        Europe           High School                  N
## 3567 EZYV3567          Asia           High School                  Y
## 3568 EZYV3568        Europe           High School                  Y
## 3569 EZYV3569          Asia            Bachelor's                  Y
## 3570 EZYV3570          Asia              Master's                  Y
## 3571 EZYV3571          Asia            Bachelor's                  N
## 3572 EZYV3572          Asia              Master's                  N
## 3573 EZYV3573          Asia              Master's                  Y
## 3574 EZYV3574          Asia              Master's                  N
## 3575 EZYV3575          Asia              Master's                  Y
## 3576 EZYV3576 North America           High School                  Y
## 3577 EZYV3577 North America            Bachelor's                  Y
## 3578 EZYV3578          Asia            Bachelor's                  Y
## 3579 EZYV3579          Asia           High School                  Y
## 3580 EZYV3580        Europe           High School                  Y
## 3581 EZYV3581 North America            Bachelor's                  N
## 3582 EZYV3582 North America              Master's                  N
## 3583 EZYV3583        Europe              Master's                  Y
## 3584 EZYV3584          Asia             Doctorate                  Y
## 3585 EZYV3585          Asia            Bachelor's                  Y
## 3586 EZYV3586          Asia              Master's                  Y
## 3587 EZYV3587          Asia           High School                  Y
## 3588 EZYV3588          Asia            Bachelor's                  Y
## 3589 EZYV3589          Asia            Bachelor's                  N
## 3590 EZYV3590          Asia              Master's                  Y
## 3591 EZYV3591          Asia           High School                  N
## 3592 EZYV3592 North America            Bachelor's                  Y
## 3593 EZYV3593          Asia            Bachelor's                  Y
## 3594 EZYV3594          Asia              Master's                  Y
## 3595 EZYV3595          Asia              Master's                  N
## 3596 EZYV3596 South America           High School                  Y
## 3597 EZYV3597        Europe            Bachelor's                  Y
## 3598 EZYV3598          Asia           High School                  Y
## 3599 EZYV3599          Asia              Master's                  N
## 3600 EZYV3600          Asia            Bachelor's                  N
## 3601 EZYV3601 North America              Master's                  Y
## 3602 EZYV3602          Asia              Master's                  N
## 3603 EZYV3603          Asia             Doctorate                  Y
## 3604 EZYV3604          Asia           High School                  N
## 3605 EZYV3605          Asia           High School                  Y
## 3606 EZYV3606        Europe             Doctorate                  Y
## 3607 EZYV3607 South America              Master's                  N
## 3608 EZYV3608          Asia           High School                  N
## 3609 EZYV3609          Asia           High School                  Y
## 3610 EZYV3610          Asia            Bachelor's                  Y
## 3611 EZYV3611        Africa              Master's                  Y
## 3612 EZYV3612 North America            Bachelor's                  Y
## 3613 EZYV3613        Europe             Doctorate                  Y
## 3614 EZYV3614          Asia              Master's                  Y
## 3615 EZYV3615          Asia              Master's                  Y
## 3616 EZYV3616          Asia              Master's                  N
## 3617 EZYV3617        Europe             Doctorate                  Y
## 3618 EZYV3618        Europe            Bachelor's                  N
## 3619 EZYV3619          Asia              Master's                  N
## 3620 EZYV3620 South America              Master's                  Y
## 3621 EZYV3621          Asia            Bachelor's                  Y
## 3622 EZYV3622          Asia            Bachelor's                  N
## 3623 EZYV3623        Europe            Bachelor's                  N
## 3624 EZYV3624        Europe              Master's                  N
## 3625 EZYV3625          Asia            Bachelor's                  Y
## 3626 EZYV3626          Asia              Master's                  Y
## 3627 EZYV3627          Asia              Master's                  N
## 3628 EZYV3628          Asia              Master's                  N
## 3629 EZYV3629          Asia           High School                  N
## 3630 EZYV3630          Asia           High School                  Y
## 3631 EZYV3631 South America           High School                  N
## 3632 EZYV3632          Asia             Doctorate                  Y
## 3633 EZYV3633        Africa             Doctorate                  N
## 3634 EZYV3634 North America           High School                  Y
## 3635 EZYV3635          Asia           High School                  N
## 3636 EZYV3636        Europe             Doctorate                  N
## 3637 EZYV3637          Asia              Master's                  Y
## 3638 EZYV3638          Asia              Master's                  N
## 3639 EZYV3639          Asia              Master's                  N
## 3640 EZYV3640 North America              Master's                  N
## 3641 EZYV3641          Asia              Master's                  Y
## 3642 EZYV3642          Asia            Bachelor's                  N
## 3643 EZYV3643 South America             Doctorate                  Y
## 3644 EZYV3644          Asia            Bachelor's                  Y
## 3645 EZYV3645        Africa            Bachelor's                  Y
## 3646 EZYV3646          Asia           High School                  N
## 3647 EZYV3647          Asia            Bachelor's                  Y
## 3648 EZYV3648          Asia              Master's                  Y
## 3649 EZYV3649          Asia              Master's                  Y
## 3650 EZYV3650          Asia            Bachelor's                  Y
## 3651 EZYV3651        Europe             Doctorate                  N
## 3652 EZYV3652          Asia            Bachelor's                  N
## 3653 EZYV3653          Asia           High School                  N
## 3654 EZYV3654          Asia           High School                  N
## 3655 EZYV3655 South America           High School                  Y
## 3656 EZYV3656          Asia           High School                  Y
## 3657 EZYV3657          Asia            Bachelor's                  Y
## 3658 EZYV3658          Asia            Bachelor's                  Y
## 3659 EZYV3659          Asia           High School                  Y
## 3660 EZYV3660        Africa              Master's                  N
## 3661 EZYV3661          Asia            Bachelor's                  N
## 3662 EZYV3662          Asia             Doctorate                  N
## 3663 EZYV3663          Asia           High School                  N
## 3664 EZYV3664        Europe            Bachelor's                  Y
## 3665 EZYV3665 South America              Master's                  N
## 3666 EZYV3666          Asia           High School                  Y
## 3667 EZYV3667          Asia              Master's                  N
## 3668 EZYV3668        Europe              Master's                  Y
## 3669 EZYV3669          Asia            Bachelor's                  Y
## 3670 EZYV3670          Asia              Master's                  N
## 3671 EZYV3671          Asia            Bachelor's                  Y
## 3672 EZYV3672          Asia              Master's                  N
## 3673 EZYV3673          Asia              Master's                  Y
## 3674 EZYV3674          Asia             Doctorate                  N
## 3675 EZYV3675          Asia            Bachelor's                  N
## 3676 EZYV3676          Asia           High School                  Y
## 3677 EZYV3677          Asia            Bachelor's                  Y
## 3678 EZYV3678          Asia            Bachelor's                  N
## 3679 EZYV3679          Asia              Master's                  Y
## 3680 EZYV3680        Europe             Doctorate                  Y
## 3681 EZYV3681          Asia            Bachelor's                  N
## 3682 EZYV3682          Asia            Bachelor's                  N
## 3683 EZYV3683          Asia            Bachelor's                  Y
## 3684 EZYV3684          Asia             Doctorate                  Y
## 3685 EZYV3685          Asia              Master's                  Y
## 3686 EZYV3686          Asia            Bachelor's                  Y
## 3687 EZYV3687          Asia           High School                  Y
## 3688 EZYV3688          Asia            Bachelor's                  N
## 3689 EZYV3689          Asia            Bachelor's                  Y
## 3690 EZYV3690          Asia           High School                  N
## 3691 EZYV3691 North America           High School                  N
## 3692 EZYV3692          Asia            Bachelor's                  N
## 3693 EZYV3693          Asia            Bachelor's                  N
## 3694 EZYV3694          Asia            Bachelor's                  Y
## 3695 EZYV3695          Asia            Bachelor's                  N
## 3696 EZYV3696 North America             Doctorate                  N
## 3697 EZYV3697          Asia            Bachelor's                  Y
## 3698 EZYV3698          Asia              Master's                  Y
## 3699 EZYV3699 North America            Bachelor's                  N
## 3700 EZYV3700          Asia              Master's                  Y
## 3701 EZYV3701        Europe             Doctorate                  Y
## 3702 EZYV3702 North America            Bachelor's                  N
## 3703 EZYV3703          Asia            Bachelor's                  N
## 3704 EZYV3704        Europe           High School                  N
## 3705 EZYV3705          Asia            Bachelor's                  N
## 3706 EZYV3706        Europe              Master's                  Y
## 3707 EZYV3707          Asia            Bachelor's                  N
## 3708 EZYV3708          Asia              Master's                  Y
## 3709 EZYV3709          Asia              Master's                  N
## 3710 EZYV3710 North America              Master's                  Y
## 3711 EZYV3711          Asia            Bachelor's                  Y
## 3712 EZYV3712          Asia            Bachelor's                  N
## 3713 EZYV3713        Europe            Bachelor's                  Y
## 3714 EZYV3714          Asia            Bachelor's                  Y
## 3715 EZYV3715          Asia            Bachelor's                  N
## 3716 EZYV3716          Asia             Doctorate                  N
## 3717 EZYV3717          Asia              Master's                  N
## 3718 EZYV3718          Asia           High School                  N
## 3719 EZYV3719          Asia            Bachelor's                  Y
## 3720 EZYV3720          Asia           High School                  Y
## 3721 EZYV3721 North America            Bachelor's                  N
## 3722 EZYV3722          Asia            Bachelor's                  N
## 3723 EZYV3723 North America              Master's                  Y
## 3724 EZYV3724          Asia            Bachelor's                  N
## 3725 EZYV3725          Asia              Master's                  Y
## 3726 EZYV3726          Asia            Bachelor's                  N
## 3727 EZYV3727 North America             Doctorate                  Y
## 3728 EZYV3728          Asia            Bachelor's                  Y
## 3729 EZYV3729          Asia           High School                  N
## 3730 EZYV3730          Asia              Master's                  N
## 3731 EZYV3731 South America              Master's                  N
## 3732 EZYV3732 North America              Master's                  Y
## 3733 EZYV3733          Asia            Bachelor's                  N
## 3734 EZYV3734          Asia           High School                  Y
## 3735 EZYV3735          Asia            Bachelor's                  Y
## 3736 EZYV3736          Asia            Bachelor's                  N
## 3737 EZYV3737        Africa            Bachelor's                  N
## 3738 EZYV3738        Europe              Master's                  N
## 3739 EZYV3739 North America            Bachelor's                  Y
## 3740 EZYV3740          Asia            Bachelor's                  Y
## 3741 EZYV3741          Asia              Master's                  Y
## 3742 EZYV3742          Asia              Master's                  Y
## 3743 EZYV3743          Asia              Master's                  Y
## 3744 EZYV3744 North America           High School                  N
## 3745 EZYV3745          Asia              Master's                  N
## 3746 EZYV3746          Asia              Master's                  Y
## 3747 EZYV3747          Asia            Bachelor's                  N
## 3748 EZYV3748 North America             Doctorate                  Y
## 3749 EZYV3749 North America           High School                  N
## 3750 EZYV3750          Asia             Doctorate                  N
## 3751 EZYV3751          Asia              Master's                  N
## 3752 EZYV3752          Asia            Bachelor's                  Y
## 3753 EZYV3753          Asia              Master's                  Y
## 3754 EZYV3754          Asia              Master's                  Y
## 3755 EZYV3755          Asia             Doctorate                  Y
## 3756 EZYV3756 South America            Bachelor's                  Y
## 3757 EZYV3757          Asia            Bachelor's                  N
## 3758 EZYV3758          Asia            Bachelor's                  Y
## 3759 EZYV3759          Asia            Bachelor's                  Y
## 3760 EZYV3760          Asia            Bachelor's                  N
## 3761 EZYV3761          Asia            Bachelor's                  Y
## 3762 EZYV3762 South America              Master's                  N
## 3763 EZYV3763          Asia             Doctorate                  N
## 3764 EZYV3764          Asia              Master's                  Y
## 3765 EZYV3765          Asia            Bachelor's                  Y
## 3766 EZYV3766          Asia              Master's                  N
## 3767 EZYV3767 North America              Master's                  Y
## 3768 EZYV3768          Asia             Doctorate                  N
## 3769 EZYV3769 North America            Bachelor's                  N
## 3770 EZYV3770          Asia            Bachelor's                  Y
## 3771 EZYV3771          Asia            Bachelor's                  Y
## 3772 EZYV3772        Europe           High School                  Y
## 3773 EZYV3773        Africa           High School                  Y
## 3774 EZYV3774          Asia              Master's                  Y
## 3775 EZYV3775          Asia            Bachelor's                  Y
## 3776 EZYV3776        Africa             Doctorate                  Y
## 3777 EZYV3777        Europe            Bachelor's                  N
## 3778 EZYV3778          Asia              Master's                  Y
## 3779 EZYV3779          Asia            Bachelor's                  Y
## 3780 EZYV3780          Asia              Master's                  N
## 3781 EZYV3781          Asia              Master's                  Y
## 3782 EZYV3782          Asia           High School                  N
## 3783 EZYV3783          Asia            Bachelor's                  N
## 3784 EZYV3784          Asia            Bachelor's                  Y
## 3785 EZYV3785          Asia            Bachelor's                  N
## 3786 EZYV3786        Europe              Master's                  N
## 3787 EZYV3787          Asia            Bachelor's                  Y
## 3788 EZYV3788        Europe            Bachelor's                  Y
## 3789 EZYV3789          Asia              Master's                  N
## 3790 EZYV3790          Asia            Bachelor's                  N
## 3791 EZYV3791          Asia            Bachelor's                  Y
## 3792 EZYV3792 North America            Bachelor's                  N
## 3793 EZYV3793 North America              Master's                  Y
## 3794 EZYV3794          Asia              Master's                  Y
## 3795 EZYV3795          Asia              Master's                  N
## 3796 EZYV3796 North America              Master's                  N
## 3797 EZYV3797        Africa            Bachelor's                  Y
## 3798 EZYV3798          Asia              Master's                  Y
## 3799 EZYV3799 North America            Bachelor's                  N
## 3800 EZYV3800          Asia            Bachelor's                  Y
## 3801 EZYV3801 North America            Bachelor's                  N
## 3802 EZYV3802          Asia            Bachelor's                  N
## 3803 EZYV3803          Asia            Bachelor's                  Y
## 3804 EZYV3804          Asia            Bachelor's                  Y
## 3805 EZYV3805          Asia              Master's                  N
## 3806 EZYV3806          Asia            Bachelor's                  N
## 3807 EZYV3807 North America            Bachelor's                  Y
## 3808 EZYV3808          Asia              Master's                  Y
## 3809 EZYV3809          Asia              Master's                  Y
## 3810 EZYV3810 North America           High School                  Y
## 3811 EZYV3811          Asia              Master's                  Y
## 3812 EZYV3812          Asia              Master's                  Y
## 3813 EZYV3813          Asia            Bachelor's                  Y
## 3814 EZYV3814 North America              Master's                  N
## 3815 EZYV3815          Asia           High School                  N
## 3816 EZYV3816 North America            Bachelor's                  Y
## 3817 EZYV3817          Asia            Bachelor's                  N
## 3818 EZYV3818          Asia            Bachelor's                  Y
## 3819 EZYV3819          Asia              Master's                  N
## 3820 EZYV3820          Asia              Master's                  Y
## 3821 EZYV3821          Asia            Bachelor's                  Y
## 3822 EZYV3822          Asia              Master's                  N
## 3823 EZYV3823        Africa              Master's                  Y
## 3824 EZYV3824          Asia              Master's                  N
## 3825 EZYV3825        Europe            Bachelor's                  N
## 3826 EZYV3826 North America            Bachelor's                  Y
## 3827 EZYV3827          Asia             Doctorate                  Y
## 3828 EZYV3828          Asia            Bachelor's                  Y
## 3829 EZYV3829          Asia            Bachelor's                  N
## 3830 EZYV3830          Asia            Bachelor's                  N
## 3831 EZYV3831        Europe            Bachelor's                  N
## 3832 EZYV3832          Asia              Master's                  Y
## 3833 EZYV3833          Asia              Master's                  Y
## 3834 EZYV3834          Asia            Bachelor's                  Y
## 3835 EZYV3835          Asia              Master's                  Y
## 3836 EZYV3836          Asia            Bachelor's                  Y
## 3837 EZYV3837 North America              Master's                  Y
## 3838 EZYV3838        Europe             Doctorate                  Y
## 3839 EZYV3839          Asia           High School                  Y
## 3840 EZYV3840 North America              Master's                  Y
## 3841 EZYV3841          Asia           High School                  Y
## 3842 EZYV3842        Europe            Bachelor's                  Y
## 3843 EZYV3843 South America            Bachelor's                  Y
## 3844 EZYV3844          Asia              Master's                  Y
## 3845 EZYV3845          Asia              Master's                  Y
## 3846 EZYV3846          Asia            Bachelor's                  Y
## 3847 EZYV3847          Asia            Bachelor's                  N
## 3848 EZYV3848          Asia            Bachelor's                  N
## 3849 EZYV3849          Asia              Master's                  Y
## 3850 EZYV3850          Asia            Bachelor's                  Y
## 3851 EZYV3851        Europe            Bachelor's                  N
## 3852 EZYV3852        Europe             Doctorate                  Y
## 3853 EZYV3853 North America            Bachelor's                  Y
## 3854 EZYV3854          Asia           High School                  Y
## 3855 EZYV3855        Europe            Bachelor's                  N
## 3856 EZYV3856        Africa              Master's                  Y
## 3857 EZYV3857          Asia              Master's                  Y
## 3858 EZYV3858        Europe             Doctorate                  N
## 3859 EZYV3859       Oceania           High School                  Y
## 3860 EZYV3860          Asia           High School                  Y
## 3861 EZYV3861          Asia              Master's                  Y
## 3862 EZYV3862          Asia            Bachelor's                  Y
## 3863 EZYV3863          Asia            Bachelor's                  Y
## 3864 EZYV3864          Asia            Bachelor's                  N
## 3865 EZYV3865        Europe             Doctorate                  N
## 3866 EZYV3866          Asia              Master's                  Y
## 3867 EZYV3867 North America              Master's                  Y
## 3868 EZYV3868          Asia              Master's                  N
## 3869 EZYV3869        Europe             Doctorate                  N
## 3870 EZYV3870 South America            Bachelor's                  N
## 3871 EZYV3871 North America           High School                  Y
## 3872 EZYV3872        Europe             Doctorate                  N
## 3873 EZYV3873          Asia              Master's                  Y
## 3874 EZYV3874          Asia             Doctorate                  N
## 3875 EZYV3875        Europe           High School                  N
## 3876 EZYV3876          Asia            Bachelor's                  Y
## 3877 EZYV3877 North America            Bachelor's                  Y
## 3878 EZYV3878 South America            Bachelor's                  Y
## 3879 EZYV3879          Asia            Bachelor's                  N
## 3880 EZYV3880          Asia            Bachelor's                  Y
## 3881 EZYV3881        Europe            Bachelor's                  Y
## 3882 EZYV3882 North America              Master's                  Y
## 3883 EZYV3883          Asia              Master's                  N
## 3884 EZYV3884          Asia           High School                  Y
## 3885 EZYV3885 North America              Master's                  N
## 3886 EZYV3886 North America             Doctorate                  N
## 3887 EZYV3887          Asia              Master's                  N
## 3888 EZYV3888          Asia              Master's                  N
## 3889 EZYV3889          Asia            Bachelor's                  Y
## 3890 EZYV3890          Asia              Master's                  Y
## 3891 EZYV3891 North America              Master's                  N
## 3892 EZYV3892          Asia              Master's                  Y
## 3893 EZYV3893          Asia              Master's                  N
## 3894 EZYV3894          Asia              Master's                  Y
## 3895 EZYV3895          Asia              Master's                  N
## 3896 EZYV3896 South America            Bachelor's                  N
## 3897 EZYV3897 North America              Master's                  Y
## 3898 EZYV3898          Asia            Bachelor's                  Y
## 3899 EZYV3899          Asia            Bachelor's                  Y
## 3900 EZYV3900          Asia            Bachelor's                  Y
## 3901 EZYV3901          Asia              Master's                  Y
## 3902 EZYV3902        Europe             Doctorate                  N
## 3903 EZYV3903 South America           High School                  N
## 3904 EZYV3904          Asia           High School                  Y
## 3905 EZYV3905       Oceania              Master's                  Y
## 3906 EZYV3906 North America              Master's                  Y
## 3907 EZYV3907          Asia            Bachelor's                  N
## 3908 EZYV3908        Europe             Doctorate                  N
## 3909 EZYV3909          Asia            Bachelor's                  N
## 3910 EZYV3910          Asia            Bachelor's                  N
## 3911 EZYV3911        Europe              Master's                  Y
## 3912 EZYV3912          Asia            Bachelor's                  Y
## 3913 EZYV3913 North America             Doctorate                  Y
## 3914 EZYV3914 North America              Master's                  Y
## 3915 EZYV3915 North America            Bachelor's                  Y
## 3916 EZYV3916        Europe             Doctorate                  N
## 3917 EZYV3917          Asia            Bachelor's                  N
## 3918 EZYV3918          Asia              Master's                  N
## 3919 EZYV3919 North America           High School                  N
## 3920 EZYV3920          Asia            Bachelor's                  N
## 3921 EZYV3921          Asia           High School                  N
## 3922 EZYV3922          Asia            Bachelor's                  Y
## 3923 EZYV3923          Asia              Master's                  Y
## 3924 EZYV3924 South America            Bachelor's                  N
## 3925 EZYV3925 South America           High School                  Y
## 3926 EZYV3926          Asia            Bachelor's                  Y
## 3927 EZYV3927          Asia            Bachelor's                  Y
## 3928 EZYV3928          Asia              Master's                  N
## 3929 EZYV3929          Asia            Bachelor's                  N
## 3930 EZYV3930        Europe           High School                  Y
## 3931 EZYV3931          Asia              Master's                  Y
## 3932 EZYV3932        Europe              Master's                  Y
## 3933 EZYV3933 North America              Master's                  Y
## 3934 EZYV3934          Asia              Master's                  Y
## 3935 EZYV3935          Asia            Bachelor's                  Y
## 3936 EZYV3936        Europe           High School                  Y
## 3937 EZYV3937          Asia           High School                  Y
## 3938 EZYV3938          Asia              Master's                  Y
## 3939 EZYV3939          Asia            Bachelor's                  N
## 3940 EZYV3940          Asia             Doctorate                  Y
## 3941 EZYV3941          Asia            Bachelor's                  Y
## 3942 EZYV3942        Europe             Doctorate                  N
## 3943 EZYV3943          Asia              Master's                  Y
## 3944 EZYV3944        Europe           High School                  N
## 3945 EZYV3945          Asia              Master's                  N
## 3946 EZYV3946          Asia            Bachelor's                  Y
## 3947 EZYV3947          Asia           High School                  Y
## 3948 EZYV3948          Asia              Master's                  N
## 3949 EZYV3949          Asia            Bachelor's                  N
## 3950 EZYV3950        Africa              Master's                  Y
## 3951 EZYV3951          Asia            Bachelor's                  Y
## 3952 EZYV3952          Asia            Bachelor's                  Y
## 3953 EZYV3953        Europe            Bachelor's                  Y
## 3954 EZYV3954        Europe            Bachelor's                  N
## 3955 EZYV3955          Asia              Master's                  N
## 3956 EZYV3956 North America              Master's                  Y
## 3957 EZYV3957        Europe             Doctorate                  Y
## 3958 EZYV3958          Asia             Doctorate                  N
## 3959 EZYV3959          Asia            Bachelor's                  N
## 3960 EZYV3960          Asia              Master's                  Y
## 3961 EZYV3961          Asia            Bachelor's                  N
## 3962 EZYV3962 North America            Bachelor's                  N
## 3963 EZYV3963 North America              Master's                  Y
## 3964 EZYV3964          Asia              Master's                  Y
## 3965 EZYV3965          Asia              Master's                  Y
## 3966 EZYV3966       Oceania            Bachelor's                  N
## 3967 EZYV3967          Asia              Master's                  Y
## 3968 EZYV3968        Europe             Doctorate                  Y
## 3969 EZYV3969          Asia              Master's                  Y
## 3970 EZYV3970          Asia            Bachelor's                  N
## 3971 EZYV3971          Asia            Bachelor's                  Y
## 3972 EZYV3972          Asia              Master's                  N
## 3973 EZYV3973          Asia              Master's                  N
## 3974 EZYV3974          Asia            Bachelor's                  N
## 3975 EZYV3975        Europe              Master's                  N
## 3976 EZYV3976          Asia           High School                  N
## 3977 EZYV3977          Asia           High School                  N
## 3978 EZYV3978        Europe            Bachelor's                  Y
## 3979 EZYV3979          Asia            Bachelor's                  Y
## 3980 EZYV3980        Europe             Doctorate                  N
## 3981 EZYV3981 North America              Master's                  Y
## 3982 EZYV3982 North America              Master's                  N
## 3983 EZYV3983          Asia              Master's                  N
## 3984 EZYV3984 North America            Bachelor's                  N
## 3985 EZYV3985 North America            Bachelor's                  Y
## 3986 EZYV3986          Asia              Master's                  N
## 3987 EZYV3987        Europe            Bachelor's                  Y
## 3988 EZYV3988          Asia            Bachelor's                  N
## 3989 EZYV3989        Africa           High School                  N
## 3990 EZYV3990          Asia              Master's                  N
## 3991 EZYV3991          Asia            Bachelor's                  Y
## 3992 EZYV3992          Asia            Bachelor's                  N
## 3993 EZYV3993          Asia            Bachelor's                  Y
## 3994 EZYV3994          Asia              Master's                  Y
## 3995 EZYV3995          Asia              Master's                  Y
## 3996 EZYV3996        Europe             Doctorate                  Y
## 3997 EZYV3997          Asia            Bachelor's                  Y
## 3998 EZYV3998          Asia              Master's                  N
## 3999 EZYV3999          Asia            Bachelor's                  Y
## 4000 EZYV4000          Asia           High School                  N
## 4001 EZYV4001          Asia             Doctorate                  Y
## 4002 EZYV4002          Asia           High School                  Y
## 4003 EZYV4003          Asia           High School                  N
## 4004 EZYV4004        Europe              Master's                  Y
## 4005 EZYV4005          Asia           High School                  N
## 4006 EZYV4006 North America           High School                  N
## 4007 EZYV4007 North America            Bachelor's                  N
## 4008 EZYV4008          Asia            Bachelor's                  N
## 4009 EZYV4009          Asia           High School                  Y
## 4010 EZYV4010        Europe            Bachelor's                  N
## 4011 EZYV4011          Asia            Bachelor's                  Y
## 4012 EZYV4012          Asia            Bachelor's                  Y
## 4013 EZYV4013          Asia              Master's                  N
## 4014 EZYV4014          Asia              Master's                  Y
## 4015 EZYV4015        Africa            Bachelor's                  N
## 4016 EZYV4016          Asia             Doctorate                  Y
## 4017 EZYV4017          Asia            Bachelor's                  N
## 4018 EZYV4018          Asia              Master's                  N
## 4019 EZYV4019          Asia            Bachelor's                  N
## 4020 EZYV4020          Asia           High School                  N
## 4021 EZYV4021 South America            Bachelor's                  Y
## 4022 EZYV4022 North America              Master's                  Y
## 4023 EZYV4023          Asia              Master's                  N
## 4024 EZYV4024 North America              Master's                  Y
## 4025 EZYV4025          Asia            Bachelor's                  N
## 4026 EZYV4026          Asia            Bachelor's                  N
## 4027 EZYV4027        Europe            Bachelor's                  Y
## 4028 EZYV4028          Asia            Bachelor's                  Y
## 4029 EZYV4029        Europe              Master's                  N
## 4030 EZYV4030 North America            Bachelor's                  Y
## 4031 EZYV4031 North America            Bachelor's                  Y
## 4032 EZYV4032        Africa            Bachelor's                  N
## 4033 EZYV4033          Asia            Bachelor's                  Y
## 4034 EZYV4034 North America              Master's                  N
## 4035 EZYV4035          Asia              Master's                  Y
## 4036 EZYV4036          Asia            Bachelor's                  Y
## 4037 EZYV4037          Asia           High School                  Y
## 4038 EZYV4038          Asia             Doctorate                  Y
## 4039 EZYV4039        Europe            Bachelor's                  N
## 4040 EZYV4040        Africa            Bachelor's                  Y
## 4041 EZYV4041          Asia            Bachelor's                  N
## 4042 EZYV4042        Europe              Master's                  N
## 4043 EZYV4043          Asia            Bachelor's                  Y
## 4044 EZYV4044        Europe             Doctorate                  Y
## 4045 EZYV4045          Asia              Master's                  Y
## 4046 EZYV4046          Asia              Master's                  Y
## 4047 EZYV4047          Asia           High School                  Y
## 4048 EZYV4048 North America            Bachelor's                  Y
## 4049 EZYV4049 North America              Master's                  Y
## 4050 EZYV4050        Europe            Bachelor's                  Y
## 4051 EZYV4051        Europe             Doctorate                  Y
## 4052 EZYV4052          Asia            Bachelor's                  Y
## 4053 EZYV4053          Asia            Bachelor's                  N
## 4054 EZYV4054          Asia           High School                  Y
## 4055 EZYV4055          Asia            Bachelor's                  N
## 4056 EZYV4056          Asia              Master's                  N
## 4057 EZYV4057          Asia            Bachelor's                  N
## 4058 EZYV4058 North America            Bachelor's                  Y
## 4059 EZYV4059          Asia            Bachelor's                  Y
## 4060 EZYV4060          Asia            Bachelor's                  N
## 4061 EZYV4061          Asia            Bachelor's                  Y
## 4062 EZYV4062          Asia              Master's                  Y
## 4063 EZYV4063          Asia           High School                  Y
## 4064 EZYV4064          Asia              Master's                  Y
## 4065 EZYV4065          Asia            Bachelor's                  N
## 4066 EZYV4066        Europe              Master's                  N
## 4067 EZYV4067          Asia            Bachelor's                  N
## 4068 EZYV4068 North America            Bachelor's                  Y
## 4069 EZYV4069 North America              Master's                  N
## 4070 EZYV4070          Asia              Master's                  Y
## 4071 EZYV4071          Asia              Master's                  Y
## 4072 EZYV4072          Asia           High School                  Y
## 4073 EZYV4073 North America            Bachelor's                  N
## 4074 EZYV4074          Asia            Bachelor's                  Y
## 4075 EZYV4075          Asia           High School                  N
## 4076 EZYV4076          Asia              Master's                  Y
## 4077 EZYV4077          Asia            Bachelor's                  N
## 4078 EZYV4078          Asia           High School                  N
## 4079 EZYV4079          Asia             Doctorate                  Y
## 4080 EZYV4080          Asia            Bachelor's                  Y
## 4081 EZYV4081          Asia            Bachelor's                  Y
## 4082 EZYV4082          Asia             Doctorate                  N
## 4083 EZYV4083        Europe            Bachelor's                  N
## 4084 EZYV4084 North America              Master's                  Y
## 4085 EZYV4085        Europe              Master's                  Y
## 4086 EZYV4086          Asia              Master's                  N
## 4087 EZYV4087          Asia             Doctorate                  Y
## 4088 EZYV4088          Asia              Master's                  N
## 4089 EZYV4089        Europe              Master's                  N
## 4090 EZYV4090 North America           High School                  Y
## 4091 EZYV4091 South America           High School                  Y
## 4092 EZYV4092        Europe             Doctorate                  N
## 4093 EZYV4093        Europe              Master's                  Y
## 4094 EZYV4094          Asia            Bachelor's                  Y
## 4095 EZYV4095 North America           High School                  N
## 4096 EZYV4096          Asia              Master's                  Y
## 4097 EZYV4097          Asia            Bachelor's                  Y
## 4098 EZYV4098          Asia            Bachelor's                  N
## 4099 EZYV4099          Asia            Bachelor's                  N
## 4100 EZYV4100          Asia             Doctorate                  N
## 4101 EZYV4101          Asia              Master's                  N
## 4102 EZYV4102          Asia           High School                  N
## 4103 EZYV4103        Africa            Bachelor's                  N
## 4104 EZYV4104          Asia            Bachelor's                  Y
## 4105 EZYV4105          Asia            Bachelor's                  Y
## 4106 EZYV4106          Asia              Master's                  Y
## 4107 EZYV4107          Asia            Bachelor's                  Y
## 4108 EZYV4108          Asia            Bachelor's                  Y
## 4109 EZYV4109          Asia              Master's                  Y
## 4110 EZYV4110          Asia            Bachelor's                  Y
## 4111 EZYV4111 North America            Bachelor's                  Y
## 4112 EZYV4112        Europe             Doctorate                  Y
## 4113 EZYV4113          Asia            Bachelor's                  N
## 4114 EZYV4114 North America              Master's                  Y
## 4115 EZYV4115          Asia            Bachelor's                  Y
## 4116 EZYV4116        Europe              Master's                  Y
## 4117 EZYV4117          Asia            Bachelor's                  N
## 4118 EZYV4118        Europe            Bachelor's                  Y
## 4119 EZYV4119        Europe             Doctorate                  N
## 4120 EZYV4120          Asia              Master's                  Y
## 4121 EZYV4121          Asia             Doctorate                  N
## 4122 EZYV4122          Asia              Master's                  Y
## 4123 EZYV4123          Asia            Bachelor's                  Y
## 4124 EZYV4124          Asia            Bachelor's                  Y
## 4125 EZYV4125        Europe             Doctorate                  Y
## 4126 EZYV4126          Asia           High School                  Y
## 4127 EZYV4127          Asia              Master's                  Y
## 4128 EZYV4128          Asia            Bachelor's                  Y
## 4129 EZYV4129        Europe              Master's                  N
## 4130 EZYV4130 North America              Master's                  N
## 4131 EZYV4131        Europe            Bachelor's                  N
## 4132 EZYV4132        Europe              Master's                  Y
## 4133 EZYV4133        Europe            Bachelor's                  Y
## 4134 EZYV4134          Asia           High School                  N
## 4135 EZYV4135          Asia           High School                  Y
## 4136 EZYV4136        Europe             Doctorate                  N
## 4137 EZYV4137 South America              Master's                  Y
## 4138 EZYV4138          Asia              Master's                  N
## 4139 EZYV4139        Europe              Master's                  Y
## 4140 EZYV4140          Asia            Bachelor's                  Y
## 4141 EZYV4141        Europe           High School                  Y
## 4142 EZYV4142          Asia              Master's                  N
## 4143 EZYV4143          Asia            Bachelor's                  N
## 4144 EZYV4144          Asia              Master's                  Y
## 4145 EZYV4145        Europe              Master's                  Y
## 4146 EZYV4146        Africa              Master's                  Y
## 4147 EZYV4147          Asia            Bachelor's                  N
## 4148 EZYV4148 South America            Bachelor's                  N
## 4149 EZYV4149          Asia              Master's                  N
## 4150 EZYV4150 North America              Master's                  Y
## 4151 EZYV4151          Asia            Bachelor's                  Y
## 4152 EZYV4152          Asia              Master's                  N
## 4153 EZYV4153        Europe            Bachelor's                  Y
## 4154 EZYV4154          Asia              Master's                  N
## 4155 EZYV4155          Asia            Bachelor's                  Y
## 4156 EZYV4156          Asia            Bachelor's                  N
## 4157 EZYV4157        Europe            Bachelor's                  N
## 4158 EZYV4158          Asia            Bachelor's                  N
## 4159 EZYV4159          Asia              Master's                  Y
## 4160 EZYV4160          Asia             Doctorate                  Y
## 4161 EZYV4161        Africa            Bachelor's                  N
## 4162 EZYV4162          Asia             Doctorate                  N
## 4163 EZYV4163          Asia            Bachelor's                  N
## 4164 EZYV4164 North America              Master's                  Y
## 4165 EZYV4165          Asia              Master's                  Y
## 4166 EZYV4166          Asia            Bachelor's                  Y
## 4167 EZYV4167          Asia              Master's                  N
## 4168 EZYV4168          Asia              Master's                  Y
## 4169 EZYV4169 South America              Master's                  N
## 4170 EZYV4170 North America              Master's                  N
## 4171 EZYV4171          Asia            Bachelor's                  N
## 4172 EZYV4172          Asia            Bachelor's                  N
## 4173 EZYV4173        Europe            Bachelor's                  Y
## 4174 EZYV4174        Europe           High School                  Y
## 4175 EZYV4175          Asia              Master's                  Y
## 4176 EZYV4176          Asia           High School                  N
## 4177 EZYV4177        Europe            Bachelor's                  Y
## 4178 EZYV4178          Asia           High School                  Y
## 4179 EZYV4179          Asia              Master's                  Y
## 4180 EZYV4180          Asia            Bachelor's                  Y
## 4181 EZYV4181          Asia            Bachelor's                  N
## 4182 EZYV4182 North America              Master's                  N
## 4183 EZYV4183          Asia              Master's                  N
## 4184 EZYV4184        Europe            Bachelor's                  N
## 4185 EZYV4185          Asia              Master's                  Y
## 4186 EZYV4186          Asia              Master's                  Y
## 4187 EZYV4187          Asia           High School                  Y
## 4188 EZYV4188          Asia             Doctorate                  Y
## 4189 EZYV4189 North America            Bachelor's                  N
## 4190 EZYV4190          Asia           High School                  Y
## 4191 EZYV4191        Europe             Doctorate                  N
## 4192 EZYV4192        Europe            Bachelor's                  Y
## 4193 EZYV4193          Asia              Master's                  N
## 4194 EZYV4194          Asia              Master's                  Y
## 4195 EZYV4195          Asia            Bachelor's                  N
## 4196 EZYV4196          Asia            Bachelor's                  N
## 4197 EZYV4197          Asia            Bachelor's                  N
## 4198 EZYV4198          Asia            Bachelor's                  N
## 4199 EZYV4199          Asia            Bachelor's                  N
## 4200 EZYV4200          Asia            Bachelor's                  Y
## 4201 EZYV4201          Asia              Master's                  N
## 4202 EZYV4202          Asia              Master's                  Y
## 4203 EZYV4203        Europe            Bachelor's                  N
## 4204 EZYV4204          Asia              Master's                  Y
## 4205 EZYV4205        Europe             Doctorate                  N
## 4206 EZYV4206          Asia            Bachelor's                  Y
## 4207 EZYV4207        Africa              Master's                  N
## 4208 EZYV4208        Europe           High School                  Y
## 4209 EZYV4209          Asia            Bachelor's                  Y
## 4210 EZYV4210          Asia            Bachelor's                  N
## 4211 EZYV4211          Asia              Master's                  N
## 4212 EZYV4212          Asia            Bachelor's                  Y
## 4213 EZYV4213          Asia              Master's                  N
## 4214 EZYV4214          Asia              Master's                  Y
## 4215 EZYV4215 South America              Master's                  N
## 4216 EZYV4216          Asia           High School                  Y
## 4217 EZYV4217 North America            Bachelor's                  Y
## 4218 EZYV4218        Europe            Bachelor's                  Y
## 4219 EZYV4219          Asia            Bachelor's                  Y
## 4220 EZYV4220          Asia            Bachelor's                  Y
## 4221 EZYV4221          Asia           High School                  N
## 4222 EZYV4222          Asia           High School                  Y
## 4223 EZYV4223        Europe            Bachelor's                  N
## 4224 EZYV4224          Asia            Bachelor's                  N
## 4225 EZYV4225        Europe              Master's                  Y
## 4226 EZYV4226          Asia              Master's                  N
## 4227 EZYV4227 South America            Bachelor's                  N
## 4228 EZYV4228 North America           High School                  Y
## 4229 EZYV4229          Asia              Master's                  Y
## 4230 EZYV4230 South America             Doctorate                  Y
## 4231 EZYV4231          Asia            Bachelor's                  Y
## 4232 EZYV4232          Asia            Bachelor's                  N
## 4233 EZYV4233          Asia              Master's                  N
## 4234 EZYV4234          Asia            Bachelor's                  Y
## 4235 EZYV4235          Asia            Bachelor's                  N
## 4236 EZYV4236 North America              Master's                  N
## 4237 EZYV4237          Asia            Bachelor's                  Y
## 4238 EZYV4238          Asia              Master's                  Y
## 4239 EZYV4239        Europe             Doctorate                  Y
## 4240 EZYV4240          Asia            Bachelor's                  N
## 4241 EZYV4241 North America            Bachelor's                  N
## 4242 EZYV4242          Asia            Bachelor's                  N
## 4243 EZYV4243          Asia            Bachelor's                  Y
## 4244 EZYV4244          Asia              Master's                  Y
## 4245 EZYV4245          Asia              Master's                  N
## 4246 EZYV4246          Asia              Master's                  Y
## 4247 EZYV4247          Asia            Bachelor's                  Y
## 4248 EZYV4248          Asia              Master's                  Y
## 4249 EZYV4249          Asia            Bachelor's                  Y
## 4250 EZYV4250          Asia              Master's                  Y
## 4251 EZYV4251          Asia           High School                  N
## 4252 EZYV4252          Asia            Bachelor's                  Y
## 4253 EZYV4253        Africa            Bachelor's                  Y
## 4254 EZYV4254          Asia           High School                  Y
## 4255 EZYV4255          Asia            Bachelor's                  N
## 4256 EZYV4256          Asia            Bachelor's                  N
## 4257 EZYV4257       Oceania            Bachelor's                  N
## 4258 EZYV4258 South America              Master's                  Y
## 4259 EZYV4259 North America              Master's                  N
## 4260 EZYV4260          Asia              Master's                  Y
## 4261 EZYV4261          Asia            Bachelor's                  Y
## 4262 EZYV4262          Asia           High School                  Y
## 4263 EZYV4263          Asia           High School                  N
## 4264 EZYV4264          Asia            Bachelor's                  N
## 4265 EZYV4265 North America            Bachelor's                  Y
## 4266 EZYV4266 North America            Bachelor's                  Y
## 4267 EZYV4267 North America           High School                  Y
## 4268 EZYV4268        Europe            Bachelor's                  Y
## 4269 EZYV4269          Asia            Bachelor's                  Y
## 4270 EZYV4270        Europe           High School                  N
## 4271 EZYV4271 North America           High School                  Y
## 4272 EZYV4272        Africa            Bachelor's                  Y
## 4273 EZYV4273 North America              Master's                  N
## 4274 EZYV4274          Asia              Master's                  Y
## 4275 EZYV4275          Asia            Bachelor's                  N
## 4276 EZYV4276        Europe            Bachelor's                  Y
## 4277 EZYV4277          Asia            Bachelor's                  N
## 4278 EZYV4278        Europe           High School                  N
## 4279 EZYV4279        Africa             Doctorate                  N
## 4280 EZYV4280        Europe            Bachelor's                  N
## 4281 EZYV4281          Asia              Master's                  N
## 4282 EZYV4282 North America              Master's                  N
## 4283 EZYV4283          Asia              Master's                  Y
## 4284 EZYV4284          Asia            Bachelor's                  Y
## 4285 EZYV4285          Asia              Master's                  Y
## 4286 EZYV4286          Asia              Master's                  Y
## 4287 EZYV4287 North America            Bachelor's                  Y
## 4288 EZYV4288 North America            Bachelor's                  Y
## 4289 EZYV4289          Asia            Bachelor's                  Y
## 4290 EZYV4290          Asia           High School                  N
## 4291 EZYV4291        Europe            Bachelor's                  Y
## 4292 EZYV4292          Asia           High School                  Y
## 4293 EZYV4293          Asia            Bachelor's                  Y
## 4294 EZYV4294          Asia            Bachelor's                  Y
## 4295 EZYV4295          Asia              Master's                  N
## 4296 EZYV4296 North America            Bachelor's                  N
## 4297 EZYV4297          Asia            Bachelor's                  Y
## 4298 EZYV4298 North America              Master's                  N
## 4299 EZYV4299        Europe            Bachelor's                  N
## 4300 EZYV4300          Asia              Master's                  Y
## 4301 EZYV4301          Asia           High School                  N
## 4302 EZYV4302        Europe           High School                  Y
## 4303 EZYV4303        Europe              Master's                  Y
## 4304 EZYV4304          Asia            Bachelor's                  Y
## 4305 EZYV4305          Asia              Master's                  N
## 4306 EZYV4306          Asia           High School                  Y
## 4307 EZYV4307          Asia              Master's                  Y
## 4308 EZYV4308          Asia            Bachelor's                  Y
## 4309 EZYV4309          Asia            Bachelor's                  Y
## 4310 EZYV4310          Asia            Bachelor's                  N
## 4311 EZYV4311          Asia           High School                  Y
## 4312 EZYV4312          Asia              Master's                  Y
## 4313 EZYV4313          Asia            Bachelor's                  N
## 4314 EZYV4314          Asia              Master's                  Y
## 4315 EZYV4315 North America              Master's                  N
## 4316 EZYV4316          Asia            Bachelor's                  Y
## 4317 EZYV4317        Europe              Master's                  N
## 4318 EZYV4318          Asia            Bachelor's                  Y
## 4319 EZYV4319        Europe            Bachelor's                  N
## 4320 EZYV4320 North America              Master's                  N
## 4321 EZYV4321 North America              Master's                  N
## 4322 EZYV4322        Europe            Bachelor's                  Y
## 4323 EZYV4323          Asia           High School                  Y
## 4324 EZYV4324          Asia           High School                  Y
## 4325 EZYV4325          Asia            Bachelor's                  N
## 4326 EZYV4326          Asia            Bachelor's                  Y
## 4327 EZYV4327          Asia            Bachelor's                  Y
## 4328 EZYV4328          Asia            Bachelor's                  Y
## 4329 EZYV4329          Asia            Bachelor's                  Y
## 4330 EZYV4330          Asia           High School                  Y
## 4331 EZYV4331          Asia           High School                  Y
## 4332 EZYV4332          Asia              Master's                  Y
## 4333 EZYV4333          Asia              Master's                  N
## 4334 EZYV4334          Asia            Bachelor's                  N
## 4335 EZYV4335          Asia            Bachelor's                  N
## 4336 EZYV4336 North America              Master's                  N
## 4337 EZYV4337          Asia             Doctorate                  Y
## 4338 EZYV4338          Asia              Master's                  Y
## 4339 EZYV4339        Europe             Doctorate                  N
## 4340 EZYV4340          Asia              Master's                  Y
## 4341 EZYV4341 North America            Bachelor's                  N
## 4342 EZYV4342          Asia              Master's                  Y
## 4343 EZYV4343          Asia            Bachelor's                  N
## 4344 EZYV4344          Asia              Master's                  Y
## 4345 EZYV4345          Asia              Master's                  N
## 4346 EZYV4346          Asia            Bachelor's                  N
## 4347 EZYV4347          Asia            Bachelor's                  N
## 4348 EZYV4348          Asia           High School                  N
## 4349 EZYV4349          Asia              Master's                  N
## 4350 EZYV4350          Asia            Bachelor's                  N
## 4351 EZYV4351          Asia           High School                  Y
## 4352 EZYV4352          Asia            Bachelor's                  N
## 4353 EZYV4353          Asia             Doctorate                  Y
## 4354 EZYV4354 South America              Master's                  Y
## 4355 EZYV4355          Asia           High School                  N
## 4356 EZYV4356          Asia            Bachelor's                  N
## 4357 EZYV4357          Asia              Master's                  Y
## 4358 EZYV4358        Europe            Bachelor's                  Y
## 4359 EZYV4359          Asia             Doctorate                  N
## 4360 EZYV4360 North America              Master's                  Y
## 4361 EZYV4361        Europe            Bachelor's                  Y
## 4362 EZYV4362        Africa              Master's                  N
## 4363 EZYV4363 North America           High School                  Y
## 4364 EZYV4364          Asia            Bachelor's                  Y
## 4365 EZYV4365          Asia            Bachelor's                  Y
## 4366 EZYV4366          Asia            Bachelor's                  N
## 4367 EZYV4367       Oceania              Master's                  N
## 4368 EZYV4368          Asia              Master's                  N
## 4369 EZYV4369          Asia            Bachelor's                  N
## 4370 EZYV4370          Asia           High School                  Y
## 4371 EZYV4371          Asia              Master's                  N
## 4372 EZYV4372          Asia              Master's                  Y
## 4373 EZYV4373          Asia            Bachelor's                  Y
## 4374 EZYV4374          Asia            Bachelor's                  N
## 4375 EZYV4375        Europe            Bachelor's                  Y
## 4376 EZYV4376          Asia              Master's                  Y
## 4377 EZYV4377          Asia            Bachelor's                  N
## 4378 EZYV4378          Asia            Bachelor's                  Y
## 4379 EZYV4379        Europe           High School                  N
## 4380 EZYV4380          Asia              Master's                  Y
## 4381 EZYV4381          Asia            Bachelor's                  Y
## 4382 EZYV4382          Asia              Master's                  N
## 4383 EZYV4383          Asia             Doctorate                  Y
## 4384 EZYV4384        Africa              Master's                  N
## 4385 EZYV4385          Asia           High School                  Y
## 4386 EZYV4386        Europe            Bachelor's                  Y
## 4387 EZYV4387        Europe            Bachelor's                  Y
## 4388 EZYV4388          Asia              Master's                  Y
## 4389 EZYV4389          Asia              Master's                  N
## 4390 EZYV4390          Asia            Bachelor's                  N
## 4391 EZYV4391          Asia           High School                  Y
## 4392 EZYV4392          Asia              Master's                  N
## 4393 EZYV4393          Asia            Bachelor's                  Y
## 4394 EZYV4394          Asia            Bachelor's                  N
## 4395 EZYV4395        Europe              Master's                  N
## 4396 EZYV4396          Asia           High School                  N
## 4397 EZYV4397          Asia              Master's                  N
## 4398 EZYV4398 North America            Bachelor's                  N
## 4399 EZYV4399        Africa             Doctorate                  N
## 4400 EZYV4400          Asia             Doctorate                  Y
## 4401 EZYV4401 South America           High School                  N
## 4402 EZYV4402          Asia              Master's                  N
## 4403 EZYV4403        Europe           High School                  N
## 4404 EZYV4404          Asia            Bachelor's                  Y
## 4405 EZYV4405          Asia              Master's                  N
## 4406 EZYV4406          Asia              Master's                  N
## 4407 EZYV4407          Asia            Bachelor's                  Y
## 4408 EZYV4408          Asia            Bachelor's                  N
## 4409 EZYV4409          Asia              Master's                  Y
## 4410 EZYV4410          Asia           High School                  Y
## 4411 EZYV4411          Asia           High School                  Y
## 4412 EZYV4412        Europe            Bachelor's                  N
## 4413 EZYV4413 South America              Master's                  N
## 4414 EZYV4414 North America           High School                  Y
## 4415 EZYV4415 South America              Master's                  N
## 4416 EZYV4416        Europe              Master's                  Y
## 4417 EZYV4417 South America           High School                  N
## 4418 EZYV4418          Asia            Bachelor's                  Y
## 4419 EZYV4419 North America           High School                  Y
## 4420 EZYV4420          Asia           High School                  Y
## 4421 EZYV4421 North America            Bachelor's                  N
## 4422 EZYV4422       Oceania            Bachelor's                  N
## 4423 EZYV4423          Asia            Bachelor's                  Y
## 4424 EZYV4424 North America           High School                  Y
## 4425 EZYV4425          Asia              Master's                  Y
## 4426 EZYV4426 North America            Bachelor's                  Y
## 4427 EZYV4427          Asia            Bachelor's                  Y
## 4428 EZYV4428        Europe            Bachelor's                  N
## 4429 EZYV4429          Asia              Master's                  Y
## 4430 EZYV4430          Asia              Master's                  N
## 4431 EZYV4431        Europe              Master's                  Y
## 4432 EZYV4432 North America              Master's                  Y
## 4433 EZYV4433          Asia            Bachelor's                  N
## 4434 EZYV4434        Europe             Doctorate                  Y
## 4435 EZYV4435 North America            Bachelor's                  Y
## 4436 EZYV4436 North America           High School                  Y
## 4437 EZYV4437 North America              Master's                  N
## 4438 EZYV4438          Asia           High School                  Y
## 4439 EZYV4439        Europe           High School                  Y
## 4440 EZYV4440          Asia            Bachelor's                  Y
## 4441 EZYV4441          Asia              Master's                  N
## 4442 EZYV4442        Europe            Bachelor's                  Y
## 4443 EZYV4443          Asia              Master's                  N
## 4444 EZYV4444 North America              Master's                  N
## 4445 EZYV4445          Asia              Master's                  N
## 4446 EZYV4446          Asia            Bachelor's                  N
## 4447 EZYV4447       Oceania              Master's                  N
## 4448 EZYV4448 North America            Bachelor's                  Y
## 4449 EZYV4449          Asia            Bachelor's                  N
## 4450 EZYV4450        Europe            Bachelor's                  N
## 4451 EZYV4451          Asia              Master's                  Y
## 4452 EZYV4452          Asia            Bachelor's                  N
## 4453 EZYV4453          Asia              Master's                  Y
## 4454 EZYV4454        Europe             Doctorate                  N
## 4455 EZYV4455 South America           High School                  N
## 4456 EZYV4456          Asia              Master's                  N
## 4457 EZYV4457        Europe             Doctorate                  Y
## 4458 EZYV4458          Asia            Bachelor's                  N
## 4459 EZYV4459          Asia            Bachelor's                  Y
## 4460 EZYV4460 North America            Bachelor's                  Y
## 4461 EZYV4461          Asia              Master's                  N
## 4462 EZYV4462        Europe           High School                  Y
## 4463 EZYV4463          Asia           High School                  Y
## 4464 EZYV4464          Asia            Bachelor's                  N
## 4465 EZYV4465          Asia              Master's                  N
## 4466 EZYV4466          Asia            Bachelor's                  N
## 4467 EZYV4467        Europe             Doctorate                  Y
## 4468 EZYV4468 North America            Bachelor's                  N
## 4469 EZYV4469        Europe            Bachelor's                  Y
## 4470 EZYV4470          Asia              Master's                  Y
## 4471 EZYV4471 North America              Master's                  Y
## 4472 EZYV4472 North America            Bachelor's                  N
## 4473 EZYV4473          Asia              Master's                  Y
## 4474 EZYV4474          Asia            Bachelor's                  N
## 4475 EZYV4475          Asia           High School                  N
## 4476 EZYV4476          Asia              Master's                  N
## 4477 EZYV4477          Asia            Bachelor's                  Y
## 4478 EZYV4478          Asia            Bachelor's                  N
## 4479 EZYV4479          Asia              Master's                  Y
## 4480 EZYV4480        Europe              Master's                  Y
## 4481 EZYV4481 North America            Bachelor's                  N
## 4482 EZYV4482          Asia              Master's                  N
## 4483 EZYV4483 North America              Master's                  Y
## 4484 EZYV4484          Asia              Master's                  N
## 4485 EZYV4485        Europe            Bachelor's                  Y
## 4486 EZYV4486          Asia              Master's                  N
## 4487 EZYV4487          Asia              Master's                  N
## 4488 EZYV4488          Asia              Master's                  N
## 4489 EZYV4489          Asia            Bachelor's                  Y
## 4490 EZYV4490          Asia              Master's                  Y
## 4491 EZYV4491          Asia            Bachelor's                  N
## 4492 EZYV4492          Asia           High School                  N
## 4493 EZYV4493          Asia           High School                  Y
## 4494 EZYV4494          Asia            Bachelor's                  N
## 4495 EZYV4495          Asia           High School                  N
## 4496 EZYV4496          Asia            Bachelor's                  Y
## 4497 EZYV4497        Europe            Bachelor's                  Y
## 4498 EZYV4498          Asia            Bachelor's                  Y
## 4499 EZYV4499          Asia              Master's                  N
## 4500 EZYV4500          Asia             Doctorate                  Y
## 4501 EZYV4501          Asia              Master's                  Y
## 4502 EZYV4502          Asia           High School                  Y
## 4503 EZYV4503          Asia              Master's                  N
## 4504 EZYV4504          Asia              Master's                  N
## 4505 EZYV4505          Asia              Master's                  N
## 4506 EZYV4506        Europe              Master's                  Y
## 4507 EZYV4507          Asia            Bachelor's                  Y
## 4508 EZYV4508          Asia              Master's                  Y
## 4509 EZYV4509          Asia            Bachelor's                  N
## 4510 EZYV4510 South America            Bachelor's                  N
## 4511 EZYV4511        Europe            Bachelor's                  N
## 4512 EZYV4512          Asia              Master's                  Y
## 4513 EZYV4513        Europe            Bachelor's                  Y
## 4514 EZYV4514 North America              Master's                  Y
## 4515 EZYV4515          Asia              Master's                  N
## 4516 EZYV4516          Asia              Master's                  N
## 4517 EZYV4517          Asia              Master's                  N
## 4518 EZYV4518          Asia            Bachelor's                  Y
## 4519 EZYV4519          Asia            Bachelor's                  Y
## 4520 EZYV4520          Asia              Master's                  Y
## 4521 EZYV4521          Asia           High School                  N
## 4522 EZYV4522          Asia           High School                  N
## 4523 EZYV4523          Asia              Master's                  Y
## 4524 EZYV4524          Asia            Bachelor's                  N
## 4525 EZYV4525          Asia              Master's                  Y
## 4526 EZYV4526          Asia              Master's                  N
## 4527 EZYV4527          Asia           High School                  Y
## 4528 EZYV4528          Asia              Master's                  Y
## 4529 EZYV4529 North America              Master's                  N
## 4530 EZYV4530          Asia           High School                  Y
## 4531 EZYV4531        Europe             Doctorate                  Y
## 4532 EZYV4532 South America            Bachelor's                  Y
## 4533 EZYV4533          Asia              Master's                  Y
## 4534 EZYV4534        Europe              Master's                  N
## 4535 EZYV4535        Europe              Master's                  N
## 4536 EZYV4536          Asia            Bachelor's                  N
## 4537 EZYV4537          Asia            Bachelor's                  Y
## 4538 EZYV4538          Asia            Bachelor's                  Y
## 4539 EZYV4539 South America            Bachelor's                  N
## 4540 EZYV4540          Asia            Bachelor's                  N
## 4541 EZYV4541          Asia              Master's                  N
## 4542 EZYV4542          Asia           High School                  N
## 4543 EZYV4543        Europe              Master's                  N
## 4544 EZYV4544 North America              Master's                  Y
## 4545 EZYV4545          Asia              Master's                  Y
## 4546 EZYV4546          Asia            Bachelor's                  N
## 4547 EZYV4547          Asia              Master's                  Y
## 4548 EZYV4548          Asia              Master's                  Y
## 4549 EZYV4549          Asia            Bachelor's                  N
## 4550 EZYV4550          Asia              Master's                  Y
## 4551 EZYV4551        Europe            Bachelor's                  N
## 4552 EZYV4552          Asia            Bachelor's                  N
## 4553 EZYV4553        Europe              Master's                  N
## 4554 EZYV4554        Europe            Bachelor's                  Y
## 4555 EZYV4555          Asia            Bachelor's                  Y
## 4556 EZYV4556 South America            Bachelor's                  N
## 4557 EZYV4557          Asia            Bachelor's                  Y
## 4558 EZYV4558        Europe            Bachelor's                  Y
## 4559 EZYV4559        Europe              Master's                  N
## 4560 EZYV4560 North America             Doctorate                  Y
## 4561 EZYV4561          Asia            Bachelor's                  N
## 4562 EZYV4562          Asia             Doctorate                  N
## 4563 EZYV4563          Asia              Master's                  N
## 4564 EZYV4564          Asia            Bachelor's                  Y
## 4565 EZYV4565          Asia              Master's                  Y
## 4566 EZYV4566          Asia            Bachelor's                  Y
## 4567 EZYV4567          Asia            Bachelor's                  N
## 4568 EZYV4568          Asia            Bachelor's                  Y
## 4569 EZYV4569        Europe            Bachelor's                  Y
## 4570 EZYV4570          Asia           High School                  N
## 4571 EZYV4571          Asia            Bachelor's                  Y
## 4572 EZYV4572          Asia            Bachelor's                  Y
## 4573 EZYV4573 North America              Master's                  Y
## 4574 EZYV4574        Europe              Master's                  N
## 4575 EZYV4575          Asia              Master's                  N
## 4576 EZYV4576          Asia              Master's                  Y
## 4577 EZYV4577 North America           High School                  Y
## 4578 EZYV4578          Asia            Bachelor's                  Y
## 4579 EZYV4579 South America              Master's                  Y
## 4580 EZYV4580          Asia            Bachelor's                  Y
## 4581 EZYV4581        Africa              Master's                  Y
## 4582 EZYV4582          Asia              Master's                  Y
## 4583 EZYV4583          Asia            Bachelor's                  Y
## 4584 EZYV4584        Europe           High School                  N
## 4585 EZYV4585          Asia            Bachelor's                  N
## 4586 EZYV4586        Europe              Master's                  N
## 4587 EZYV4587          Asia             Doctorate                  Y
## 4588 EZYV4588          Asia              Master's                  Y
## 4589 EZYV4589          Asia            Bachelor's                  Y
## 4590 EZYV4590          Asia            Bachelor's                  N
## 4591 EZYV4591        Europe              Master's                  Y
## 4592 EZYV4592          Asia              Master's                  Y
## 4593 EZYV4593          Asia              Master's                  Y
## 4594 EZYV4594          Asia            Bachelor's                  N
## 4595 EZYV4595        Europe             Doctorate                  Y
## 4596 EZYV4596          Asia              Master's                  Y
## 4597 EZYV4597 North America              Master's                  Y
## 4598 EZYV4598          Asia           High School                  Y
## 4599 EZYV4599          Asia            Bachelor's                  Y
## 4600 EZYV4600          Asia              Master's                  N
## 4601 EZYV4601          Asia            Bachelor's                  Y
## 4602 EZYV4602          Asia             Doctorate                  Y
## 4603 EZYV4603          Asia            Bachelor's                  N
## 4604 EZYV4604          Asia            Bachelor's                  N
## 4605 EZYV4605          Asia              Master's                  N
## 4606 EZYV4606          Asia           High School                  N
## 4607 EZYV4607          Asia              Master's                  N
## 4608 EZYV4608          Asia           High School                  Y
## 4609 EZYV4609          Asia              Master's                  N
## 4610 EZYV4610          Asia           High School                  Y
## 4611 EZYV4611          Asia           High School                  Y
## 4612 EZYV4612          Asia              Master's                  Y
## 4613 EZYV4613          Asia              Master's                  Y
## 4614 EZYV4614          Asia            Bachelor's                  Y
## 4615 EZYV4615          Asia              Master's                  N
## 4616 EZYV4616        Europe             Doctorate                  Y
## 4617 EZYV4617          Asia              Master's                  N
## 4618 EZYV4618          Asia            Bachelor's                  N
## 4619 EZYV4619          Asia            Bachelor's                  N
## 4620 EZYV4620          Asia              Master's                  N
## 4621 EZYV4621        Europe            Bachelor's                  Y
## 4622 EZYV4622          Asia              Master's                  N
## 4623 EZYV4623        Europe              Master's                  N
## 4624 EZYV4624          Asia            Bachelor's                  Y
## 4625 EZYV4625          Asia            Bachelor's                  Y
## 4626 EZYV4626          Asia              Master's                  Y
## 4627 EZYV4627          Asia            Bachelor's                  Y
## 4628 EZYV4628 South America           High School                  Y
## 4629 EZYV4629        Europe             Doctorate                  N
## 4630 EZYV4630          Asia              Master's                  Y
## 4631 EZYV4631          Asia            Bachelor's                  Y
## 4632 EZYV4632          Asia            Bachelor's                  Y
## 4633 EZYV4633        Europe             Doctorate                  Y
## 4634 EZYV4634        Europe              Master's                  Y
## 4635 EZYV4635 North America            Bachelor's                  Y
## 4636 EZYV4636          Asia              Master's                  Y
## 4637 EZYV4637          Asia            Bachelor's                  Y
## 4638 EZYV4638          Asia           High School                  N
## 4639 EZYV4639        Africa           High School                  Y
## 4640 EZYV4640          Asia           High School                  N
## 4641 EZYV4641          Asia              Master's                  Y
## 4642 EZYV4642        Africa              Master's                  Y
## 4643 EZYV4643          Asia              Master's                  N
## 4644 EZYV4644          Asia            Bachelor's                  Y
## 4645 EZYV4645          Asia              Master's                  N
## 4646 EZYV4646        Europe             Doctorate                  N
## 4647 EZYV4647 North America            Bachelor's                  N
## 4648 EZYV4648        Africa            Bachelor's                  N
## 4649 EZYV4649          Asia           High School                  N
## 4650 EZYV4650        Europe            Bachelor's                  N
## 4651 EZYV4651        Europe            Bachelor's                  Y
## 4652 EZYV4652        Europe              Master's                  Y
## 4653 EZYV4653        Europe              Master's                  Y
## 4654 EZYV4654          Asia              Master's                  Y
## 4655 EZYV4655          Asia              Master's                  N
## 4656 EZYV4656        Africa              Master's                  Y
## 4657 EZYV4657          Asia            Bachelor's                  Y
## 4658 EZYV4658        Europe           High School                  Y
## 4659 EZYV4659 North America            Bachelor's                  N
## 4660 EZYV4660 North America            Bachelor's                  Y
## 4661 EZYV4661 North America              Master's                  N
## 4662 EZYV4662          Asia              Master's                  N
## 4663 EZYV4663          Asia              Master's                  N
## 4664 EZYV4664          Asia           High School                  N
## 4665 EZYV4665 North America             Doctorate                  N
## 4666 EZYV4666          Asia             Doctorate                  Y
## 4667 EZYV4667        Europe              Master's                  N
## 4668 EZYV4668 North America              Master's                  N
## 4669 EZYV4669 North America              Master's                  N
## 4670 EZYV4670        Europe           High School                  N
## 4671 EZYV4671          Asia              Master's                  N
## 4672 EZYV4672          Asia            Bachelor's                  Y
## 4673 EZYV4673          Asia              Master's                  Y
## 4674 EZYV4674        Europe              Master's                  Y
## 4675 EZYV4675          Asia              Master's                  N
## 4676 EZYV4676 North America              Master's                  N
## 4677 EZYV4677          Asia           High School                  N
## 4678 EZYV4678        Europe           High School                  N
## 4679 EZYV4679 North America            Bachelor's                  Y
## 4680 EZYV4680          Asia            Bachelor's                  N
## 4681 EZYV4681          Asia            Bachelor's                  N
## 4682 EZYV4682          Asia              Master's                  Y
## 4683 EZYV4683 North America            Bachelor's                  Y
## 4684 EZYV4684          Asia              Master's                  N
## 4685 EZYV4685        Europe             Doctorate                  Y
## 4686 EZYV4686          Asia            Bachelor's                  Y
## 4687 EZYV4687          Asia            Bachelor's                  N
## 4688 EZYV4688          Asia              Master's                  N
## 4689 EZYV4689          Asia              Master's                  Y
## 4690 EZYV4690        Europe            Bachelor's                  Y
## 4691 EZYV4691          Asia           High School                  Y
## 4692 EZYV4692        Europe              Master's                  Y
## 4693 EZYV4693          Asia           High School                  N
## 4694 EZYV4694 North America           High School                  Y
## 4695 EZYV4695          Asia              Master's                  N
## 4696 EZYV4696          Asia              Master's                  Y
## 4697 EZYV4697          Asia            Bachelor's                  Y
## 4698 EZYV4698 North America            Bachelor's                  Y
## 4699 EZYV4699          Asia           High School                  Y
## 4700 EZYV4700          Asia            Bachelor's                  Y
## 4701 EZYV4701        Europe            Bachelor's                  Y
## 4702 EZYV4702 North America            Bachelor's                  Y
## 4703 EZYV4703        Europe           High School                  Y
## 4704 EZYV4704        Europe              Master's                  Y
## 4705 EZYV4705        Europe            Bachelor's                  N
## 4706 EZYV4706          Asia           High School                  Y
## 4707 EZYV4707 North America              Master's                  Y
## 4708 EZYV4708        Europe              Master's                  N
## 4709 EZYV4709        Europe              Master's                  Y
## 4710 EZYV4710          Asia           High School                  Y
## 4711 EZYV4711          Asia            Bachelor's                  Y
## 4712 EZYV4712          Asia            Bachelor's                  Y
## 4713 EZYV4713          Asia              Master's                  Y
## 4714 EZYV4714          Asia              Master's                  N
## 4715 EZYV4715        Europe              Master's                  Y
## 4716 EZYV4716          Asia            Bachelor's                  Y
## 4717 EZYV4717 North America            Bachelor's                  N
## 4718 EZYV4718 North America             Doctorate                  N
## 4719 EZYV4719          Asia             Doctorate                  Y
## 4720 EZYV4720          Asia              Master's                  N
## 4721 EZYV4721          Asia              Master's                  Y
## 4722 EZYV4722          Asia           High School                  N
## 4723 EZYV4723 North America            Bachelor's                  Y
## 4724 EZYV4724 South America              Master's                  N
## 4725 EZYV4725          Asia              Master's                  N
## 4726 EZYV4726          Asia              Master's                  Y
## 4727 EZYV4727          Asia              Master's                  N
## 4728 EZYV4728          Asia              Master's                  N
## 4729 EZYV4729          Asia              Master's                  N
## 4730 EZYV4730          Asia              Master's                  N
## 4731 EZYV4731          Asia            Bachelor's                  Y
## 4732 EZYV4732          Asia            Bachelor's                  N
## 4733 EZYV4733          Asia              Master's                  N
## 4734 EZYV4734          Asia              Master's                  N
## 4735 EZYV4735          Asia              Master's                  N
## 4736 EZYV4736          Asia              Master's                  N
## 4737 EZYV4737        Europe           High School                  Y
## 4738 EZYV4738          Asia              Master's                  Y
## 4739 EZYV4739          Asia              Master's                  Y
## 4740 EZYV4740          Asia              Master's                  Y
## 4741 EZYV4741          Asia           High School                  N
## 4742 EZYV4742          Asia            Bachelor's                  Y
## 4743 EZYV4743        Europe            Bachelor's                  Y
## 4744 EZYV4744          Asia              Master's                  N
## 4745 EZYV4745          Asia            Bachelor's                  N
## 4746 EZYV4746          Asia              Master's                  N
## 4747 EZYV4747          Asia              Master's                  Y
## 4748 EZYV4748          Asia            Bachelor's                  Y
## 4749 EZYV4749          Asia              Master's                  N
## 4750 EZYV4750          Asia              Master's                  Y
## 4751 EZYV4751          Asia              Master's                  Y
## 4752 EZYV4752          Asia              Master's                  Y
## 4753 EZYV4753          Asia              Master's                  Y
## 4754 EZYV4754          Asia              Master's                  Y
## 4755 EZYV4755          Asia            Bachelor's                  N
## 4756 EZYV4756          Asia            Bachelor's                  Y
## 4757 EZYV4757        Europe             Doctorate                  N
## 4758 EZYV4758          Asia              Master's                  Y
## 4759 EZYV4759          Asia            Bachelor's                  N
## 4760 EZYV4760          Asia             Doctorate                  Y
## 4761 EZYV4761 South America              Master's                  N
## 4762 EZYV4762 South America           High School                  Y
## 4763 EZYV4763 South America           High School                  Y
## 4764 EZYV4764          Asia              Master's                  N
## 4765 EZYV4765        Europe           High School                  Y
## 4766 EZYV4766        Europe            Bachelor's                  Y
## 4767 EZYV4767          Asia            Bachelor's                  N
## 4768 EZYV4768          Asia            Bachelor's                  N
## 4769 EZYV4769          Asia           High School                  N
## 4770 EZYV4770          Asia            Bachelor's                  Y
## 4771 EZYV4771          Asia           High School                  Y
## 4772 EZYV4772 North America            Bachelor's                  Y
## 4773 EZYV4773          Asia            Bachelor's                  Y
## 4774 EZYV4774 North America              Master's                  Y
## 4775 EZYV4775          Asia           High School                  N
## 4776 EZYV4776          Asia             Doctorate                  Y
## 4777 EZYV4777          Asia              Master's                  Y
## 4778 EZYV4778          Asia            Bachelor's                  Y
## 4779 EZYV4779          Asia            Bachelor's                  Y
## 4780 EZYV4780          Asia              Master's                  Y
## 4781 EZYV4781          Asia              Master's                  Y
## 4782 EZYV4782          Asia            Bachelor's                  Y
## 4783 EZYV4783          Asia              Master's                  Y
## 4784 EZYV4784          Asia            Bachelor's                  N
## 4785 EZYV4785          Asia            Bachelor's                  Y
## 4786 EZYV4786          Asia              Master's                  N
## 4787 EZYV4787 North America            Bachelor's                  Y
## 4788 EZYV4788          Asia            Bachelor's                  Y
## 4789 EZYV4789        Europe            Bachelor's                  Y
## 4790 EZYV4790          Asia              Master's                  N
## 4791 EZYV4791 North America           High School                  Y
## 4792 EZYV4792        Europe             Doctorate                  Y
## 4793 EZYV4793          Asia            Bachelor's                  Y
## 4794 EZYV4794          Asia            Bachelor's                  N
## 4795 EZYV4795 South America              Master's                  N
## 4796 EZYV4796          Asia            Bachelor's                  Y
## 4797 EZYV4797          Asia            Bachelor's                  Y
## 4798 EZYV4798          Asia            Bachelor's                  N
## 4799 EZYV4799 North America            Bachelor's                  N
## 4800 EZYV4800          Asia             Doctorate                  N
## 4801 EZYV4801        Africa              Master's                  N
## 4802 EZYV4802        Europe              Master's                  N
## 4803 EZYV4803          Asia            Bachelor's                  Y
## 4804 EZYV4804          Asia              Master's                  Y
## 4805 EZYV4805          Asia           High School                  N
## 4806 EZYV4806          Asia              Master's                  N
## 4807 EZYV4807          Asia           High School                  Y
## 4808 EZYV4808          Asia              Master's                  N
## 4809 EZYV4809 North America            Bachelor's                  Y
## 4810 EZYV4810          Asia            Bachelor's                  Y
## 4811 EZYV4811          Asia            Bachelor's                  Y
## 4812 EZYV4812          Asia             Doctorate                  Y
## 4813 EZYV4813          Asia            Bachelor's                  N
## 4814 EZYV4814        Europe              Master's                  Y
## 4815 EZYV4815          Asia            Bachelor's                  Y
## 4816 EZYV4816          Asia              Master's                  Y
## 4817 EZYV4817          Asia            Bachelor's                  Y
## 4818 EZYV4818          Asia              Master's                  Y
## 4819 EZYV4819        Europe            Bachelor's                  Y
## 4820 EZYV4820          Asia              Master's                  N
## 4821 EZYV4821          Asia              Master's                  Y
## 4822 EZYV4822          Asia            Bachelor's                  Y
## 4823 EZYV4823          Asia            Bachelor's                  N
## 4824 EZYV4824          Asia              Master's                  N
## 4825 EZYV4825          Asia            Bachelor's                  Y
## 4826 EZYV4826          Asia            Bachelor's                  N
## 4827 EZYV4827 South America              Master's                  N
## 4828 EZYV4828        Europe              Master's                  N
## 4829 EZYV4829 North America              Master's                  Y
## 4830 EZYV4830          Asia           High School                  Y
## 4831 EZYV4831          Asia            Bachelor's                  Y
## 4832 EZYV4832          Asia              Master's                  N
## 4833 EZYV4833          Asia              Master's                  N
## 4834 EZYV4834 North America              Master's                  Y
## 4835 EZYV4835 South America            Bachelor's                  N
## 4836 EZYV4836          Asia              Master's                  Y
## 4837 EZYV4837        Africa            Bachelor's                  Y
## 4838 EZYV4838 North America              Master's                  Y
## 4839 EZYV4839          Asia              Master's                  Y
## 4840 EZYV4840          Asia              Master's                  N
## 4841 EZYV4841          Asia            Bachelor's                  Y
## 4842 EZYV4842          Asia              Master's                  N
## 4843 EZYV4843        Europe              Master's                  N
## 4844 EZYV4844          Asia            Bachelor's                  Y
## 4845 EZYV4845          Asia           High School                  Y
## 4846 EZYV4846        Europe              Master's                  Y
## 4847 EZYV4847          Asia            Bachelor's                  Y
## 4848 EZYV4848 North America            Bachelor's                  Y
## 4849 EZYV4849 North America             Doctorate                  Y
## 4850 EZYV4850 North America              Master's                  N
## 4851 EZYV4851          Asia            Bachelor's                  N
## 4852 EZYV4852          Asia            Bachelor's                  Y
## 4853 EZYV4853          Asia              Master's                  Y
## 4854 EZYV4854          Asia              Master's                  Y
## 4855 EZYV4855          Asia              Master's                  N
## 4856 EZYV4856 North America              Master's                  N
## 4857 EZYV4857          Asia            Bachelor's                  N
## 4858 EZYV4858        Europe            Bachelor's                  N
## 4859 EZYV4859        Africa              Master's                  Y
## 4860 EZYV4860          Asia              Master's                  N
## 4861 EZYV4861          Asia            Bachelor's                  Y
## 4862 EZYV4862          Asia           High School                  Y
## 4863 EZYV4863 North America            Bachelor's                  Y
## 4864 EZYV4864 South America           High School                  Y
## 4865 EZYV4865          Asia              Master's                  Y
## 4866 EZYV4866        Europe            Bachelor's                  Y
## 4867 EZYV4867          Asia              Master's                  Y
## 4868 EZYV4868          Asia            Bachelor's                  N
## 4869 EZYV4869          Asia              Master's                  N
## 4870 EZYV4870          Asia           High School                  Y
## 4871 EZYV4871 North America            Bachelor's                  N
## 4872 EZYV4872          Asia              Master's                  Y
## 4873 EZYV4873 North America              Master's                  N
## 4874 EZYV4874        Europe            Bachelor's                  Y
## 4875 EZYV4875 North America              Master's                  N
## 4876 EZYV4876          Asia              Master's                  N
## 4877 EZYV4877        Europe              Master's                  Y
## 4878 EZYV4878        Europe           High School                  Y
## 4879 EZYV4879        Europe              Master's                  N
## 4880 EZYV4880          Asia            Bachelor's                  N
## 4881 EZYV4881          Asia              Master's                  N
## 4882 EZYV4882          Asia              Master's                  N
## 4883 EZYV4883          Asia            Bachelor's                  Y
## 4884 EZYV4884 South America           High School                  N
## 4885 EZYV4885 North America              Master's                  N
## 4886 EZYV4886        Europe            Bachelor's                  Y
## 4887 EZYV4887          Asia            Bachelor's                  N
## 4888 EZYV4888          Asia            Bachelor's                  Y
## 4889 EZYV4889          Asia            Bachelor's                  Y
## 4890 EZYV4890          Asia              Master's                  N
## 4891 EZYV4891          Asia            Bachelor's                  N
## 4892 EZYV4892        Europe           High School                  N
## 4893 EZYV4893          Asia            Bachelor's                  N
## 4894 EZYV4894          Asia           High School                  N
## 4895 EZYV4895 North America            Bachelor's                  N
## 4896 EZYV4896          Asia            Bachelor's                  N
## 4897 EZYV4897          Asia           High School                  N
## 4898 EZYV4898 North America              Master's                  Y
## 4899 EZYV4899          Asia            Bachelor's                  N
## 4900 EZYV4900          Asia            Bachelor's                  Y
## 4901 EZYV4901 North America            Bachelor's                  N
## 4902 EZYV4902          Asia              Master's                  N
## 4903 EZYV4903          Asia              Master's                  N
## 4904 EZYV4904          Asia              Master's                  Y
## 4905 EZYV4905          Asia            Bachelor's                  Y
## 4906 EZYV4906        Europe             Doctorate                  Y
## 4907 EZYV4907          Asia            Bachelor's                  Y
## 4908 EZYV4908          Asia              Master's                  Y
## 4909 EZYV4909          Asia            Bachelor's                  N
## 4910 EZYV4910        Europe            Bachelor's                  N
## 4911 EZYV4911 North America              Master's                  Y
## 4912 EZYV4912          Asia              Master's                  Y
## 4913 EZYV4913          Asia            Bachelor's                  Y
## 4914 EZYV4914          Asia            Bachelor's                  Y
## 4915 EZYV4915          Asia             Doctorate                  N
## 4916 EZYV4916          Asia            Bachelor's                  Y
## 4917 EZYV4917          Asia              Master's                  N
## 4918 EZYV4918          Asia            Bachelor's                  Y
## 4919 EZYV4919          Asia              Master's                  Y
## 4920 EZYV4920          Asia            Bachelor's                  Y
## 4921 EZYV4921        Europe             Doctorate                  Y
## 4922 EZYV4922          Asia           High School                  N
## 4923 EZYV4923          Asia              Master's                  Y
## 4924 EZYV4924        Africa            Bachelor's                  N
## 4925 EZYV4925          Asia           High School                  Y
## 4926 EZYV4926        Europe            Bachelor's                  Y
## 4927 EZYV4927          Asia            Bachelor's                  N
## 4928 EZYV4928          Asia           High School                  N
## 4929 EZYV4929          Asia              Master's                  Y
## 4930 EZYV4930          Asia              Master's                  Y
## 4931 EZYV4931 North America              Master's                  N
## 4932 EZYV4932          Asia           High School                  N
## 4933 EZYV4933          Asia            Bachelor's                  N
## 4934 EZYV4934          Asia            Bachelor's                  Y
## 4935 EZYV4935          Asia            Bachelor's                  Y
## 4936 EZYV4936 North America            Bachelor's                  N
## 4937 EZYV4937          Asia              Master's                  N
## 4938 EZYV4938          Asia            Bachelor's                  N
## 4939 EZYV4939          Asia            Bachelor's                  Y
## 4940 EZYV4940          Asia           High School                  N
## 4941 EZYV4941        Africa             Doctorate                  N
## 4942 EZYV4942          Asia             Doctorate                  Y
## 4943 EZYV4943 North America           High School                  Y
## 4944 EZYV4944          Asia           High School                  Y
## 4945 EZYV4945          Asia           High School                  Y
## 4946 EZYV4946 North America              Master's                  Y
## 4947 EZYV4947 South America            Bachelor's                  Y
## 4948 EZYV4948 North America           High School                  Y
## 4949 EZYV4949          Asia             Doctorate                  N
## 4950 EZYV4950          Asia           High School                  N
## 4951 EZYV4951          Asia              Master's                  Y
## 4952 EZYV4952          Asia            Bachelor's                  Y
## 4953 EZYV4953          Asia             Doctorate                  N
## 4954 EZYV4954          Asia            Bachelor's                  Y
## 4955 EZYV4955        Europe             Doctorate                  Y
## 4956 EZYV4956 North America            Bachelor's                  Y
## 4957 EZYV4957        Europe              Master's                  Y
## 4958 EZYV4958          Asia           High School                  Y
## 4959 EZYV4959          Asia            Bachelor's                  Y
## 4960 EZYV4960        Europe              Master's                  N
## 4961 EZYV4961          Asia            Bachelor's                  Y
## 4962 EZYV4962          Asia            Bachelor's                  Y
## 4963 EZYV4963        Europe            Bachelor's                  N
## 4964 EZYV4964       Oceania              Master's                  Y
## 4965 EZYV4965        Europe              Master's                  N
## 4966 EZYV4966          Asia              Master's                  N
## 4967 EZYV4967          Asia              Master's                  Y
## 4968 EZYV4968          Asia              Master's                  N
## 4969 EZYV4969          Asia           High School                  Y
## 4970 EZYV4970        Europe             Doctorate                  N
## 4971 EZYV4971          Asia             Doctorate                  N
## 4972 EZYV4972        Europe             Doctorate                  Y
## 4973 EZYV4973 North America           High School                  Y
## 4974 EZYV4974          Asia              Master's                  N
## 4975 EZYV4975          Asia            Bachelor's                  N
## 4976 EZYV4976          Asia              Master's                  Y
## 4977 EZYV4977          Asia              Master's                  Y
## 4978 EZYV4978          Asia           High School                  N
## 4979 EZYV4979 North America             Doctorate                  Y
## 4980 EZYV4980          Asia              Master's                  Y
## 4981 EZYV4981          Asia            Bachelor's                  N
## 4982 EZYV4982          Asia            Bachelor's                  Y
## 4983 EZYV4983        Africa              Master's                  Y
## 4984 EZYV4984          Asia            Bachelor's                  Y
## 4985 EZYV4985        Europe           High School                  Y
## 4986 EZYV4986 North America             Doctorate                  N
## 4987 EZYV4987        Europe           High School                  Y
## 4988 EZYV4988          Asia            Bachelor's                  N
## 4989 EZYV4989          Asia              Master's                  Y
## 4990 EZYV4990 North America              Master's                  Y
## 4991 EZYV4991          Asia              Master's                  Y
## 4992 EZYV4992        Europe             Doctorate                  Y
## 4993 EZYV4993        Europe              Master's                  Y
## 4994 EZYV4994       Oceania              Master's                  N
## 4995 EZYV4995          Asia              Master's                  Y
## 4996 EZYV4996          Asia              Master's                  N
## 4997 EZYV4997 North America              Master's                  N
## 4998 EZYV4998          Asia            Bachelor's                  N
## 4999 EZYV4999          Asia            Bachelor's                  Y
## 5000 EZYV5000        Europe            Bachelor's                  Y
## 5001 EZYV5001          Asia              Master's                  N
## 5002 EZYV5002          Asia            Bachelor's                  Y
## 5003 EZYV5003          Asia            Bachelor's                  N
## 5004 EZYV5004          Asia            Bachelor's                  N
## 5005 EZYV5005        Europe              Master's                  Y
## 5006 EZYV5006          Asia            Bachelor's                  Y
## 5007 EZYV5007          Asia            Bachelor's                  N
## 5008 EZYV5008          Asia             Doctorate                  N
## 5009 EZYV5009          Asia            Bachelor's                  Y
## 5010 EZYV5010          Asia              Master's                  N
## 5011 EZYV5011        Europe            Bachelor's                  Y
## 5012 EZYV5012        Europe              Master's                  Y
## 5013 EZYV5013          Asia              Master's                  N
## 5014 EZYV5014          Asia            Bachelor's                  Y
## 5015 EZYV5015          Asia           High School                  Y
## 5016 EZYV5016 South America              Master's                  Y
## 5017 EZYV5017          Asia              Master's                  Y
## 5018 EZYV5018          Asia            Bachelor's                  N
## 5019 EZYV5019          Asia           High School                  Y
## 5020 EZYV5020        Europe              Master's                  Y
## 5021 EZYV5021 North America            Bachelor's                  N
## 5022 EZYV5022          Asia              Master's                  Y
## 5023 EZYV5023          Asia              Master's                  Y
## 5024 EZYV5024        Europe            Bachelor's                  N
## 5025 EZYV5025          Asia            Bachelor's                  Y
## 5026 EZYV5026          Asia            Bachelor's                  Y
## 5027 EZYV5027        Europe             Doctorate                  N
## 5028 EZYV5028 North America            Bachelor's                  Y
## 5029 EZYV5029        Europe            Bachelor's                  Y
## 5030 EZYV5030        Europe              Master's                  Y
## 5031 EZYV5031 North America            Bachelor's                  N
## 5032 EZYV5032 South America              Master's                  Y
## 5033 EZYV5033          Asia            Bachelor's                  Y
## 5034 EZYV5034          Asia              Master's                  N
## 5035 EZYV5035          Asia            Bachelor's                  Y
## 5036 EZYV5036 South America             Doctorate                  N
## 5037 EZYV5037          Asia             Doctorate                  Y
## 5038 EZYV5038          Asia            Bachelor's                  Y
## 5039 EZYV5039          Asia            Bachelor's                  Y
## 5040 EZYV5040 North America              Master's                  Y
## 5041 EZYV5041        Europe            Bachelor's                  Y
## 5042 EZYV5042          Asia            Bachelor's                  N
## 5043 EZYV5043          Asia            Bachelor's                  Y
## 5044 EZYV5044          Asia              Master's                  Y
## 5045 EZYV5045          Asia              Master's                  Y
## 5046 EZYV5046          Asia            Bachelor's                  Y
## 5047 EZYV5047        Europe            Bachelor's                  Y
## 5048 EZYV5048          Asia              Master's                  Y
## 5049 EZYV5049 North America              Master's                  N
## 5050 EZYV5050          Asia            Bachelor's                  Y
## 5051 EZYV5051 North America            Bachelor's                  Y
## 5052 EZYV5052          Asia            Bachelor's                  Y
## 5053 EZYV5053          Asia            Bachelor's                  N
## 5054 EZYV5054          Asia            Bachelor's                  Y
## 5055 EZYV5055          Asia              Master's                  Y
## 5056 EZYV5056          Asia           High School                  Y
## 5057 EZYV5057          Asia           High School                  N
## 5058 EZYV5058 North America           High School                  N
## 5059 EZYV5059          Asia           High School                  Y
## 5060 EZYV5060 North America            Bachelor's                  N
## 5061 EZYV5061          Asia             Doctorate                  N
## 5062 EZYV5062          Asia              Master's                  Y
## 5063 EZYV5063          Asia              Master's                  Y
## 5064 EZYV5064          Asia           High School                  Y
## 5065 EZYV5065          Asia              Master's                  Y
## 5066 EZYV5066          Asia           High School                  N
## 5067 EZYV5067          Asia             Doctorate                  N
## 5068 EZYV5068 North America           High School                  Y
## 5069 EZYV5069          Asia            Bachelor's                  N
## 5070 EZYV5070 North America              Master's                  N
## 5071 EZYV5071          Asia              Master's                  N
## 5072 EZYV5072          Asia            Bachelor's                  Y
## 5073 EZYV5073          Asia           High School                  Y
## 5074 EZYV5074          Asia              Master's                  Y
## 5075 EZYV5075          Asia              Master's                  N
## 5076 EZYV5076          Asia            Bachelor's                  Y
## 5077 EZYV5077          Asia              Master's                  Y
## 5078 EZYV5078          Asia            Bachelor's                  Y
## 5079 EZYV5079          Asia            Bachelor's                  Y
## 5080 EZYV5080          Asia            Bachelor's                  N
## 5081 EZYV5081          Asia            Bachelor's                  N
## 5082 EZYV5082        Europe              Master's                  Y
## 5083 EZYV5083          Asia            Bachelor's                  Y
## 5084 EZYV5084 North America              Master's                  Y
## 5085 EZYV5085 North America              Master's                  Y
## 5086 EZYV5086        Europe            Bachelor's                  N
## 5087 EZYV5087          Asia            Bachelor's                  N
## 5088 EZYV5088          Asia            Bachelor's                  Y
## 5089 EZYV5089          Asia              Master's                  Y
## 5090 EZYV5090          Asia            Bachelor's                  N
## 5091 EZYV5091          Asia           High School                  N
## 5092 EZYV5092          Asia            Bachelor's                  Y
## 5093 EZYV5093        Europe           High School                  Y
## 5094 EZYV5094          Asia            Bachelor's                  Y
## 5095 EZYV5095          Asia            Bachelor's                  N
## 5096 EZYV5096 North America              Master's                  N
## 5097 EZYV5097          Asia              Master's                  Y
## 5098 EZYV5098        Europe              Master's                  N
## 5099 EZYV5099          Asia            Bachelor's                  Y
## 5100 EZYV5100          Asia              Master's                  Y
## 5101 EZYV5101          Asia            Bachelor's                  N
## 5102 EZYV5102          Asia              Master's                  N
## 5103 EZYV5103          Asia            Bachelor's                  Y
## 5104 EZYV5104          Asia              Master's                  N
## 5105 EZYV5105          Asia            Bachelor's                  Y
## 5106 EZYV5106        Europe            Bachelor's                  N
## 5107 EZYV5107          Asia           High School                  N
## 5108 EZYV5108          Asia              Master's                  Y
## 5109 EZYV5109          Asia            Bachelor's                  Y
## 5110 EZYV5110          Asia              Master's                  N
## 5111 EZYV5111          Asia            Bachelor's                  N
## 5112 EZYV5112          Asia            Bachelor's                  Y
## 5113 EZYV5113        Europe             Doctorate                  N
## 5114 EZYV5114        Europe            Bachelor's                  N
## 5115 EZYV5115          Asia            Bachelor's                  Y
## 5116 EZYV5116          Asia              Master's                  N
## 5117 EZYV5117       Oceania            Bachelor's                  Y
## 5118 EZYV5118       Oceania            Bachelor's                  Y
## 5119 EZYV5119          Asia            Bachelor's                  Y
## 5120 EZYV5120          Asia            Bachelor's                  N
## 5121 EZYV5121          Asia              Master's                  N
## 5122 EZYV5122        Europe             Doctorate                  N
## 5123 EZYV5123          Asia           High School                  Y
## 5124 EZYV5124 North America            Bachelor's                  N
## 5125 EZYV5125          Asia              Master's                  N
## 5126 EZYV5126          Asia              Master's                  N
## 5127 EZYV5127          Asia              Master's                  Y
## 5128 EZYV5128 North America            Bachelor's                  Y
## 5129 EZYV5129          Asia            Bachelor's                  Y
## 5130 EZYV5130          Asia            Bachelor's                  N
## 5131 EZYV5131        Europe              Master's                  N
## 5132 EZYV5132          Asia              Master's                  N
## 5133 EZYV5133 North America            Bachelor's                  N
## 5134 EZYV5134          Asia              Master's                  Y
## 5135 EZYV5135 North America           High School                  Y
## 5136 EZYV5136 North America              Master's                  N
## 5137 EZYV5137          Asia             Doctorate                  Y
## 5138 EZYV5138          Asia             Doctorate                  Y
## 5139 EZYV5139          Asia              Master's                  N
## 5140 EZYV5140          Asia            Bachelor's                  Y
## 5141 EZYV5141          Asia            Bachelor's                  Y
## 5142 EZYV5142          Asia           High School                  Y
## 5143 EZYV5143          Asia            Bachelor's                  Y
## 5144 EZYV5144 North America            Bachelor's                  N
## 5145 EZYV5145          Asia            Bachelor's                  N
## 5146 EZYV5146        Europe              Master's                  N
## 5147 EZYV5147        Europe             Doctorate                  N
## 5148 EZYV5148          Asia           High School                  Y
## 5149 EZYV5149        Europe           High School                  N
## 5150 EZYV5150          Asia             Doctorate                  N
## 5151 EZYV5151          Asia            Bachelor's                  N
## 5152 EZYV5152        Europe              Master's                  N
## 5153 EZYV5153          Asia           High School                  N
## 5154 EZYV5154          Asia              Master's                  Y
## 5155 EZYV5155          Asia              Master's                  N
## 5156 EZYV5156       Oceania            Bachelor's                  Y
## 5157 EZYV5157        Europe             Doctorate                  N
## 5158 EZYV5158        Europe            Bachelor's                  Y
## 5159 EZYV5159          Asia            Bachelor's                  N
## 5160 EZYV5160          Asia             Doctorate                  Y
## 5161 EZYV5161          Asia            Bachelor's                  N
## 5162 EZYV5162          Asia           High School                  Y
## 5163 EZYV5163          Asia            Bachelor's                  Y
## 5164 EZYV5164          Asia             Doctorate                  Y
## 5165 EZYV5165          Asia              Master's                  Y
## 5166 EZYV5166          Asia              Master's                  N
## 5167 EZYV5167          Asia             Doctorate                  N
## 5168 EZYV5168 North America            Bachelor's                  Y
## 5169 EZYV5169          Asia              Master's                  N
## 5170 EZYV5170          Asia            Bachelor's                  Y
## 5171 EZYV5171          Asia              Master's                  N
## 5172 EZYV5172          Asia            Bachelor's                  N
## 5173 EZYV5173 North America            Bachelor's                  Y
## 5174 EZYV5174          Asia           High School                  Y
## 5175 EZYV5175          Asia              Master's                  N
## 5176 EZYV5176          Asia            Bachelor's                  Y
## 5177 EZYV5177          Asia            Bachelor's                  N
## 5178 EZYV5178 North America            Bachelor's                  Y
## 5179 EZYV5179        Africa           High School                  N
## 5180 EZYV5180          Asia            Bachelor's                  N
## 5181 EZYV5181        Europe           High School                  Y
## 5182 EZYV5182          Asia            Bachelor's                  Y
## 5183 EZYV5183        Africa              Master's                  Y
## 5184 EZYV5184          Asia            Bachelor's                  N
## 5185 EZYV5185 South America             Doctorate                  Y
## 5186 EZYV5186          Asia              Master's                  N
## 5187 EZYV5187          Asia              Master's                  Y
## 5188 EZYV5188          Asia            Bachelor's                  Y
## 5189 EZYV5189          Asia            Bachelor's                  N
## 5190 EZYV5190          Asia           High School                  Y
## 5191 EZYV5191          Asia            Bachelor's                  N
## 5192 EZYV5192 North America              Master's                  Y
## 5193 EZYV5193          Asia            Bachelor's                  Y
## 5194 EZYV5194          Asia              Master's                  N
## 5195 EZYV5195          Asia              Master's                  Y
## 5196 EZYV5196        Europe           High School                  Y
## 5197 EZYV5197          Asia              Master's                  Y
## 5198 EZYV5198          Asia            Bachelor's                  Y
## 5199 EZYV5199          Asia            Bachelor's                  Y
## 5200 EZYV5200       Oceania              Master's                  Y
## 5201 EZYV5201          Asia              Master's                  Y
## 5202 EZYV5202          Asia              Master's                  Y
## 5203 EZYV5203          Asia            Bachelor's                  Y
## 5204 EZYV5204          Asia            Bachelor's                  N
## 5205 EZYV5205          Asia           High School                  N
## 5206 EZYV5206 North America              Master's                  N
## 5207 EZYV5207          Asia           High School                  N
## 5208 EZYV5208 North America            Bachelor's                  Y
## 5209 EZYV5209        Europe            Bachelor's                  Y
## 5210 EZYV5210        Europe           High School                  Y
## 5211 EZYV5211          Asia           High School                  Y
## 5212 EZYV5212          Asia           High School                  Y
## 5213 EZYV5213        Europe           High School                  Y
## 5214 EZYV5214        Europe             Doctorate                  N
## 5215 EZYV5215          Asia              Master's                  Y
## 5216 EZYV5216 North America           High School                  Y
## 5217 EZYV5217          Asia            Bachelor's                  N
## 5218 EZYV5218          Asia            Bachelor's                  Y
## 5219 EZYV5219          Asia              Master's                  Y
## 5220 EZYV5220          Asia           High School                  N
## 5221 EZYV5221 North America              Master's                  Y
## 5222 EZYV5222        Europe           High School                  N
## 5223 EZYV5223          Asia            Bachelor's                  Y
## 5224 EZYV5224          Asia            Bachelor's                  Y
## 5225 EZYV5225          Asia            Bachelor's                  N
## 5226 EZYV5226          Asia            Bachelor's                  Y
## 5227 EZYV5227          Asia              Master's                  Y
## 5228 EZYV5228          Asia            Bachelor's                  Y
## 5229 EZYV5229          Asia            Bachelor's                  N
## 5230 EZYV5230          Asia              Master's                  N
## 5231 EZYV5231        Europe             Doctorate                  Y
## 5232 EZYV5232        Europe           High School                  Y
## 5233 EZYV5233 South America            Bachelor's                  Y
## 5234 EZYV5234          Asia            Bachelor's                  N
## 5235 EZYV5235          Asia            Bachelor's                  Y
## 5236 EZYV5236        Europe              Master's                  N
## 5237 EZYV5237          Asia              Master's                  Y
## 5238 EZYV5238          Asia           High School                  N
## 5239 EZYV5239        Europe            Bachelor's                  N
## 5240 EZYV5240          Asia            Bachelor's                  Y
## 5241 EZYV5241          Asia              Master's                  Y
## 5242 EZYV5242 North America            Bachelor's                  Y
## 5243 EZYV5243          Asia              Master's                  Y
## 5244 EZYV5244          Asia              Master's                  Y
## 5245 EZYV5245          Asia              Master's                  Y
## 5246 EZYV5246          Asia            Bachelor's                  Y
## 5247 EZYV5247          Asia           High School                  Y
## 5248 EZYV5248          Asia              Master's                  Y
## 5249 EZYV5249 North America            Bachelor's                  Y
## 5250 EZYV5250          Asia              Master's                  Y
## 5251 EZYV5251          Asia             Doctorate                  Y
## 5252 EZYV5252          Asia              Master's                  Y
## 5253 EZYV5253          Asia            Bachelor's                  Y
## 5254 EZYV5254          Asia              Master's                  N
## 5255 EZYV5255        Europe             Doctorate                  N
## 5256 EZYV5256          Asia              Master's                  Y
## 5257 EZYV5257          Asia            Bachelor's                  Y
## 5258 EZYV5258          Asia             Doctorate                  N
## 5259 EZYV5259          Asia            Bachelor's                  N
## 5260 EZYV5260          Asia              Master's                  N
## 5261 EZYV5261        Europe             Doctorate                  Y
## 5262 EZYV5262          Asia            Bachelor's                  Y
## 5263 EZYV5263          Asia              Master's                  Y
## 5264 EZYV5264 North America              Master's                  N
## 5265 EZYV5265          Asia            Bachelor's                  Y
## 5266 EZYV5266          Asia            Bachelor's                  N
## 5267 EZYV5267 North America            Bachelor's                  Y
## 5268 EZYV5268          Asia           High School                  Y
## 5269 EZYV5269 North America           High School                  Y
## 5270 EZYV5270          Asia              Master's                  N
## 5271 EZYV5271        Europe            Bachelor's                  Y
## 5272 EZYV5272 North America            Bachelor's                  Y
## 5273 EZYV5273        Europe            Bachelor's                  Y
## 5274 EZYV5274          Asia            Bachelor's                  N
## 5275 EZYV5275          Asia            Bachelor's                  Y
## 5276 EZYV5276          Asia            Bachelor's                  N
## 5277 EZYV5277          Asia              Master's                  Y
## 5278 EZYV5278          Asia            Bachelor's                  Y
## 5279 EZYV5279 South America            Bachelor's                  N
## 5280 EZYV5280          Asia              Master's                  N
## 5281 EZYV5281        Africa              Master's                  Y
## 5282 EZYV5282 North America            Bachelor's                  Y
## 5283 EZYV5283          Asia            Bachelor's                  N
## 5284 EZYV5284        Europe            Bachelor's                  Y
## 5285 EZYV5285          Asia           High School                  N
## 5286 EZYV5286        Europe              Master's                  N
## 5287 EZYV5287          Asia            Bachelor's                  N
## 5288 EZYV5288          Asia           High School                  Y
## 5289 EZYV5289        Europe           High School                  N
## 5290 EZYV5290          Asia           High School                  Y
## 5291 EZYV5291        Africa            Bachelor's                  Y
## 5292 EZYV5292          Asia              Master's                  N
## 5293 EZYV5293          Asia           High School                  Y
## 5294 EZYV5294          Asia              Master's                  Y
## 5295 EZYV5295 North America            Bachelor's                  Y
## 5296 EZYV5296 North America            Bachelor's                  N
## 5297 EZYV5297          Asia           High School                  Y
## 5298 EZYV5298          Asia            Bachelor's                  Y
## 5299 EZYV5299          Asia            Bachelor's                  N
## 5300 EZYV5300          Asia              Master's                  Y
## 5301 EZYV5301 North America            Bachelor's                  Y
## 5302 EZYV5302          Asia            Bachelor's                  Y
## 5303 EZYV5303          Asia           High School                  Y
## 5304 EZYV5304          Asia              Master's                  Y
## 5305 EZYV5305        Europe             Doctorate                  Y
## 5306 EZYV5306          Asia              Master's                  Y
## 5307 EZYV5307 North America            Bachelor's                  Y
## 5308 EZYV5308        Europe              Master's                  Y
## 5309 EZYV5309 North America            Bachelor's                  Y
## 5310 EZYV5310 North America            Bachelor's                  N
## 5311 EZYV5311          Asia              Master's                  N
## 5312 EZYV5312 South America            Bachelor's                  N
## 5313 EZYV5313          Asia            Bachelor's                  Y
## 5314 EZYV5314        Africa              Master's                  Y
## 5315 EZYV5315          Asia            Bachelor's                  Y
## 5316 EZYV5316          Asia             Doctorate                  Y
## 5317 EZYV5317          Asia            Bachelor's                  N
## 5318 EZYV5318          Asia            Bachelor's                  N
## 5319 EZYV5319          Asia           High School                  N
## 5320 EZYV5320 North America              Master's                  Y
## 5321 EZYV5321          Asia              Master's                  Y
## 5322 EZYV5322          Asia              Master's                  N
## 5323 EZYV5323          Asia           High School                  N
## 5324 EZYV5324 North America            Bachelor's                  N
## 5325 EZYV5325        Europe            Bachelor's                  N
## 5326 EZYV5326          Asia             Doctorate                  N
## 5327 EZYV5327          Asia              Master's                  Y
## 5328 EZYV5328          Asia              Master's                  N
## 5329 EZYV5329          Asia            Bachelor's                  N
## 5330 EZYV5330          Asia              Master's                  Y
## 5331 EZYV5331          Asia            Bachelor's                  Y
## 5332 EZYV5332          Asia              Master's                  Y
## 5333 EZYV5333 South America            Bachelor's                  N
## 5334 EZYV5334          Asia            Bachelor's                  N
## 5335 EZYV5335 North America           High School                  Y
## 5336 EZYV5336          Asia              Master's                  N
## 5337 EZYV5337          Asia              Master's                  Y
## 5338 EZYV5338        Europe             Doctorate                  N
## 5339 EZYV5339          Asia           High School                  Y
## 5340 EZYV5340          Asia            Bachelor's                  Y
## 5341 EZYV5341          Asia            Bachelor's                  Y
## 5342 EZYV5342        Europe             Doctorate                  Y
## 5343 EZYV5343 South America           High School                  N
## 5344 EZYV5344          Asia            Bachelor's                  Y
## 5345 EZYV5345          Asia             Doctorate                  N
## 5346 EZYV5346        Europe           High School                  N
## 5347 EZYV5347 South America           High School                  N
## 5348 EZYV5348          Asia              Master's                  Y
## 5349 EZYV5349        Europe            Bachelor's                  N
## 5350 EZYV5350        Europe             Doctorate                  Y
## 5351 EZYV5351          Asia            Bachelor's                  Y
## 5352 EZYV5352          Asia             Doctorate                  N
## 5353 EZYV5353        Europe             Doctorate                  N
## 5354 EZYV5354        Europe            Bachelor's                  Y
## 5355 EZYV5355          Asia           High School                  Y
## 5356 EZYV5356          Asia           High School                  Y
## 5357 EZYV5357          Asia            Bachelor's                  Y
## 5358 EZYV5358          Asia              Master's                  N
## 5359 EZYV5359          Asia             Doctorate                  Y
## 5360 EZYV5360 North America              Master's                  Y
## 5361 EZYV5361 North America              Master's                  N
## 5362 EZYV5362          Asia            Bachelor's                  N
## 5363 EZYV5363          Asia            Bachelor's                  N
## 5364 EZYV5364          Asia            Bachelor's                  Y
## 5365 EZYV5365          Asia            Bachelor's                  Y
## 5366 EZYV5366        Europe              Master's                  Y
## 5367 EZYV5367        Europe            Bachelor's                  N
## 5368 EZYV5368          Asia            Bachelor's                  N
## 5369 EZYV5369          Asia            Bachelor's                  Y
## 5370 EZYV5370 North America              Master's                  N
## 5371 EZYV5371          Asia            Bachelor's                  N
## 5372 EZYV5372          Asia            Bachelor's                  Y
## 5373 EZYV5373        Europe            Bachelor's                  Y
## 5374 EZYV5374 North America           High School                  Y
## 5375 EZYV5375 North America            Bachelor's                  N
## 5376 EZYV5376          Asia              Master's                  Y
## 5377 EZYV5377        Europe            Bachelor's                  Y
## 5378 EZYV5378          Asia            Bachelor's                  N
## 5379 EZYV5379 North America              Master's                  N
## 5380 EZYV5380 North America            Bachelor's                  Y
## 5381 EZYV5381 South America              Master's                  N
## 5382 EZYV5382        Europe              Master's                  N
## 5383 EZYV5383          Asia              Master's                  Y
## 5384 EZYV5384        Africa              Master's                  Y
## 5385 EZYV5385 North America              Master's                  N
## 5386 EZYV5386          Asia            Bachelor's                  N
## 5387 EZYV5387 North America            Bachelor's                  Y
## 5388 EZYV5388          Asia            Bachelor's                  Y
## 5389 EZYV5389          Asia            Bachelor's                  Y
## 5390 EZYV5390          Asia           High School                  Y
## 5391 EZYV5391          Asia              Master's                  Y
## 5392 EZYV5392          Asia              Master's                  N
## 5393 EZYV5393        Europe           High School                  Y
## 5394 EZYV5394        Europe            Bachelor's                  N
## 5395 EZYV5395          Asia           High School                  N
## 5396 EZYV5396 North America              Master's                  Y
## 5397 EZYV5397          Asia             Doctorate                  Y
## 5398 EZYV5398          Asia              Master's                  Y
## 5399 EZYV5399          Asia            Bachelor's                  N
## 5400 EZYV5400          Asia            Bachelor's                  N
## 5401 EZYV5401          Asia              Master's                  Y
## 5402 EZYV5402          Asia            Bachelor's                  Y
## 5403 EZYV5403          Asia              Master's                  N
## 5404 EZYV5404          Asia            Bachelor's                  Y
## 5405 EZYV5405        Europe            Bachelor's                  Y
## 5406 EZYV5406          Asia              Master's                  Y
## 5407 EZYV5407          Asia              Master's                  Y
## 5408 EZYV5408        Europe            Bachelor's                  N
## 5409 EZYV5409          Asia              Master's                  Y
## 5410 EZYV5410          Asia              Master's                  N
## 5411 EZYV5411          Asia            Bachelor's                  N
## 5412 EZYV5412 North America             Doctorate                  Y
## 5413 EZYV5413          Asia            Bachelor's                  N
## 5414 EZYV5414 South America           High School                  Y
## 5415 EZYV5415          Asia            Bachelor's                  N
## 5416 EZYV5416          Asia              Master's                  Y
## 5417 EZYV5417 North America           High School                  Y
## 5418 EZYV5418          Asia            Bachelor's                  N
## 5419 EZYV5419 North America            Bachelor's                  Y
## 5420 EZYV5420        Europe           High School                  N
## 5421 EZYV5421        Europe            Bachelor's                  Y
## 5422 EZYV5422          Asia            Bachelor's                  Y
## 5423 EZYV5423          Asia              Master's                  Y
## 5424 EZYV5424        Europe            Bachelor's                  N
## 5425 EZYV5425        Africa            Bachelor's                  N
## 5426 EZYV5426 North America             Doctorate                  Y
## 5427 EZYV5427 North America              Master's                  Y
## 5428 EZYV5428 North America           High School                  N
## 5429 EZYV5429          Asia              Master's                  N
## 5430 EZYV5430 North America            Bachelor's                  Y
## 5431 EZYV5431          Asia              Master's                  Y
## 5432 EZYV5432          Asia            Bachelor's                  Y
## 5433 EZYV5433          Asia            Bachelor's                  Y
## 5434 EZYV5434 North America            Bachelor's                  Y
## 5435 EZYV5435          Asia              Master's                  Y
## 5436 EZYV5436          Asia           High School                  Y
## 5437 EZYV5437        Africa              Master's                  Y
## 5438 EZYV5438 North America            Bachelor's                  N
## 5439 EZYV5439          Asia              Master's                  Y
## 5440 EZYV5440          Asia              Master's                  Y
## 5441 EZYV5441 North America              Master's                  N
## 5442 EZYV5442          Asia              Master's                  Y
## 5443 EZYV5443 South America            Bachelor's                  Y
## 5444 EZYV5444        Africa              Master's                  Y
## 5445 EZYV5445          Asia              Master's                  Y
## 5446 EZYV5446          Asia             Doctorate                  N
## 5447 EZYV5447          Asia            Bachelor's                  N
## 5448 EZYV5448          Asia              Master's                  Y
## 5449 EZYV5449          Asia            Bachelor's                  N
## 5450 EZYV5450          Asia              Master's                  Y
## 5451 EZYV5451          Asia              Master's                  Y
## 5452 EZYV5452 South America            Bachelor's                  N
## 5453 EZYV5453 North America              Master's                  Y
## 5454 EZYV5454          Asia           High School                  Y
## 5455 EZYV5455        Europe              Master's                  Y
## 5456 EZYV5456 North America             Doctorate                  Y
## 5457 EZYV5457          Asia           High School                  Y
## 5458 EZYV5458 North America            Bachelor's                  N
## 5459 EZYV5459        Europe            Bachelor's                  Y
## 5460 EZYV5460          Asia            Bachelor's                  N
## 5461 EZYV5461        Europe             Doctorate                  N
## 5462 EZYV5462          Asia            Bachelor's                  Y
## 5463 EZYV5463          Asia              Master's                  N
## 5464 EZYV5464          Asia              Master's                  N
## 5465 EZYV5465          Asia              Master's                  Y
## 5466 EZYV5466          Asia             Doctorate                  N
## 5467 EZYV5467          Asia              Master's                  Y
## 5468 EZYV5468        Europe           High School                  N
## 5469 EZYV5469          Asia              Master's                  Y
## 5470 EZYV5470          Asia           High School                  N
## 5471 EZYV5471        Europe              Master's                  Y
## 5472 EZYV5472          Asia           High School                  Y
## 5473 EZYV5473          Asia             Doctorate                  Y
## 5474 EZYV5474          Asia            Bachelor's                  Y
## 5475 EZYV5475          Asia            Bachelor's                  Y
## 5476 EZYV5476          Asia              Master's                  Y
## 5477 EZYV5477          Asia            Bachelor's                  Y
## 5478 EZYV5478 North America             Doctorate                  N
## 5479 EZYV5479          Asia            Bachelor's                  Y
## 5480 EZYV5480          Asia              Master's                  N
## 5481 EZYV5481          Asia           High School                  N
## 5482 EZYV5482          Asia              Master's                  Y
## 5483 EZYV5483          Asia              Master's                  N
## 5484 EZYV5484          Asia            Bachelor's                  N
## 5485 EZYV5485        Europe              Master's                  Y
## 5486 EZYV5486          Asia              Master's                  N
## 5487 EZYV5487 South America             Doctorate                  N
## 5488 EZYV5488          Asia            Bachelor's                  N
## 5489 EZYV5489          Asia            Bachelor's                  N
## 5490 EZYV5490          Asia              Master's                  N
## 5491 EZYV5491          Asia              Master's                  N
## 5492 EZYV5492          Asia              Master's                  N
## 5493 EZYV5493          Asia              Master's                  N
## 5494 EZYV5494          Asia              Master's                  Y
## 5495 EZYV5495          Asia            Bachelor's                  N
## 5496 EZYV5496 South America            Bachelor's                  Y
## 5497 EZYV5497          Asia            Bachelor's                  N
## 5498 EZYV5498 South America              Master's                  N
## 5499 EZYV5499          Asia              Master's                  Y
## 5500 EZYV5500          Asia            Bachelor's                  Y
## 5501 EZYV5501          Asia            Bachelor's                  Y
## 5502 EZYV5502          Asia           High School                  Y
## 5503 EZYV5503          Asia            Bachelor's                  N
## 5504 EZYV5504        Europe             Doctorate                  N
## 5505 EZYV5505          Asia              Master's                  Y
## 5506 EZYV5506          Asia              Master's                  N
## 5507 EZYV5507          Asia            Bachelor's                  Y
## 5508 EZYV5508 North America             Doctorate                  N
## 5509 EZYV5509        Europe            Bachelor's                  N
## 5510 EZYV5510          Asia           High School                  Y
## 5511 EZYV5511          Asia            Bachelor's                  N
## 5512 EZYV5512          Asia              Master's                  N
## 5513 EZYV5513          Asia              Master's                  N
## 5514 EZYV5514          Asia              Master's                  Y
## 5515 EZYV5515          Asia            Bachelor's                  Y
## 5516 EZYV5516          Asia              Master's                  N
## 5517 EZYV5517 North America            Bachelor's                  N
## 5518 EZYV5518          Asia              Master's                  N
## 5519 EZYV5519          Asia              Master's                  Y
## 5520 EZYV5520          Asia              Master's                  Y
## 5521 EZYV5521          Asia              Master's                  Y
## 5522 EZYV5522        Europe             Doctorate                  N
## 5523 EZYV5523          Asia              Master's                  N
## 5524 EZYV5524        Europe           High School                  Y
## 5525 EZYV5525          Asia              Master's                  N
## 5526 EZYV5526 North America            Bachelor's                  Y
## 5527 EZYV5527 North America              Master's                  Y
## 5528 EZYV5528       Oceania              Master's                  N
## 5529 EZYV5529 North America             Doctorate                  Y
## 5530 EZYV5530          Asia              Master's                  N
## 5531 EZYV5531        Europe             Doctorate                  Y
## 5532 EZYV5532          Asia              Master's                  Y
## 5533 EZYV5533          Asia              Master's                  Y
## 5534 EZYV5534          Asia              Master's                  Y
## 5535 EZYV5535          Asia            Bachelor's                  Y
## 5536 EZYV5536          Asia              Master's                  N
## 5537 EZYV5537          Asia           High School                  Y
## 5538 EZYV5538 North America           High School                  Y
## 5539 EZYV5539          Asia            Bachelor's                  Y
## 5540 EZYV5540 North America              Master's                  N
## 5541 EZYV5541 North America              Master's                  Y
## 5542 EZYV5542          Asia            Bachelor's                  N
## 5543 EZYV5543 South America            Bachelor's                  Y
## 5544 EZYV5544          Asia              Master's                  N
## 5545 EZYV5545          Asia            Bachelor's                  Y
## 5546 EZYV5546        Africa            Bachelor's                  N
## 5547 EZYV5547          Asia            Bachelor's                  N
## 5548 EZYV5548          Asia              Master's                  Y
## 5549 EZYV5549          Asia              Master's                  N
## 5550 EZYV5550        Europe             Doctorate                  N
## 5551 EZYV5551          Asia              Master's                  N
## 5552 EZYV5552          Asia              Master's                  Y
## 5553 EZYV5553        Europe              Master's                  Y
## 5554 EZYV5554 North America            Bachelor's                  Y
## 5555 EZYV5555          Asia              Master's                  Y
## 5556 EZYV5556 North America            Bachelor's                  Y
## 5557 EZYV5557          Asia              Master's                  N
## 5558 EZYV5558        Africa              Master's                  Y
## 5559 EZYV5559          Asia            Bachelor's                  N
## 5560 EZYV5560 North America            Bachelor's                  N
## 5561 EZYV5561 North America              Master's                  N
## 5562 EZYV5562          Asia            Bachelor's                  Y
## 5563 EZYV5563          Asia             Doctorate                  N
## 5564 EZYV5564          Asia              Master's                  Y
## 5565 EZYV5565        Europe              Master's                  N
## 5566 EZYV5566          Asia            Bachelor's                  N
## 5567 EZYV5567          Asia              Master's                  N
## 5568 EZYV5568          Asia            Bachelor's                  Y
## 5569 EZYV5569          Asia            Bachelor's                  N
## 5570 EZYV5570          Asia            Bachelor's                  Y
## 5571 EZYV5571          Asia              Master's                  N
## 5572 EZYV5572        Europe             Doctorate                  Y
## 5573 EZYV5573          Asia              Master's                  Y
## 5574 EZYV5574          Asia            Bachelor's                  Y
## 5575 EZYV5575          Asia              Master's                  Y
## 5576 EZYV5576        Africa            Bachelor's                  Y
## 5577 EZYV5577          Asia              Master's                  Y
## 5578 EZYV5578          Asia              Master's                  Y
## 5579 EZYV5579          Asia            Bachelor's                  N
## 5580 EZYV5580 North America              Master's                  Y
## 5581 EZYV5581        Europe              Master's                  N
## 5582 EZYV5582          Asia            Bachelor's                  Y
## 5583 EZYV5583          Asia              Master's                  Y
## 5584 EZYV5584 South America             Doctorate                  N
## 5585 EZYV5585          Asia              Master's                  N
## 5586 EZYV5586 North America            Bachelor's                  N
## 5587 EZYV5587 North America            Bachelor's                  N
## 5588 EZYV5588          Asia             Doctorate                  Y
## 5589 EZYV5589          Asia            Bachelor's                  Y
## 5590 EZYV5590          Asia           High School                  Y
## 5591 EZYV5591          Asia            Bachelor's                  N
## 5592 EZYV5592          Asia            Bachelor's                  Y
## 5593 EZYV5593          Asia           High School                  Y
## 5594 EZYV5594 North America              Master's                  Y
## 5595 EZYV5595        Europe              Master's                  N
## 5596 EZYV5596          Asia           High School                  Y
## 5597 EZYV5597        Africa              Master's                  Y
## 5598 EZYV5598          Asia            Bachelor's                  Y
## 5599 EZYV5599          Asia            Bachelor's                  Y
## 5600 EZYV5600          Asia           High School                  Y
## 5601 EZYV5601        Europe              Master's                  N
## 5602 EZYV5602          Asia            Bachelor's                  Y
## 5603 EZYV5603        Europe           High School                  N
## 5604 EZYV5604          Asia            Bachelor's                  Y
## 5605 EZYV5605          Asia           High School                  Y
## 5606 EZYV5606          Asia              Master's                  N
## 5607 EZYV5607          Asia              Master's                  Y
## 5608 EZYV5608          Asia              Master's                  Y
## 5609 EZYV5609        Europe              Master's                  N
## 5610 EZYV5610 North America            Bachelor's                  Y
## 5611 EZYV5611 North America              Master's                  Y
## 5612 EZYV5612          Asia            Bachelor's                  Y
## 5613 EZYV5613          Asia            Bachelor's                  N
## 5614 EZYV5614          Asia              Master's                  Y
## 5615 EZYV5615          Asia              Master's                  Y
## 5616 EZYV5616 North America            Bachelor's                  Y
## 5617 EZYV5617 North America            Bachelor's                  Y
## 5618 EZYV5618          Asia              Master's                  Y
## 5619 EZYV5619          Asia           High School                  Y
## 5620 EZYV5620        Europe            Bachelor's                  Y
## 5621 EZYV5621          Asia            Bachelor's                  N
## 5622 EZYV5622          Asia            Bachelor's                  Y
## 5623 EZYV5623          Asia              Master's                  Y
## 5624 EZYV5624          Asia              Master's                  N
## 5625 EZYV5625          Asia              Master's                  N
## 5626 EZYV5626          Asia            Bachelor's                  N
## 5627 EZYV5627 North America            Bachelor's                  Y
## 5628 EZYV5628          Asia            Bachelor's                  Y
## 5629 EZYV5629          Asia            Bachelor's                  Y
## 5630 EZYV5630        Africa              Master's                  Y
## 5631 EZYV5631 North America              Master's                  Y
## 5632 EZYV5632        Europe              Master's                  Y
## 5633 EZYV5633          Asia           High School                  Y
## 5634 EZYV5634 North America              Master's                  Y
## 5635 EZYV5635 North America              Master's                  Y
## 5636 EZYV5636          Asia            Bachelor's                  N
## 5637 EZYV5637          Asia            Bachelor's                  N
## 5638 EZYV5638          Asia            Bachelor's                  N
## 5639 EZYV5639          Asia            Bachelor's                  Y
## 5640 EZYV5640          Asia              Master's                  N
## 5641 EZYV5641          Asia            Bachelor's                  N
## 5642 EZYV5642          Asia           High School                  N
## 5643 EZYV5643        Europe              Master's                  N
## 5644 EZYV5644 North America            Bachelor's                  Y
## 5645 EZYV5645          Asia           High School                  Y
## 5646 EZYV5646          Asia             Doctorate                  Y
## 5647 EZYV5647          Asia            Bachelor's                  Y
## 5648 EZYV5648          Asia              Master's                  Y
## 5649 EZYV5649          Asia           High School                  N
## 5650 EZYV5650 North America           High School                  Y
## 5651 EZYV5651          Asia              Master's                  N
## 5652 EZYV5652          Asia            Bachelor's                  N
## 5653 EZYV5653          Asia              Master's                  Y
## 5654 EZYV5654          Asia            Bachelor's                  N
## 5655 EZYV5655          Asia            Bachelor's                  N
## 5656 EZYV5656          Asia           High School                  Y
## 5657 EZYV5657          Asia              Master's                  N
## 5658 EZYV5658          Asia            Bachelor's                  N
## 5659 EZYV5659          Asia              Master's                  N
## 5660 EZYV5660 South America              Master's                  Y
## 5661 EZYV5661          Asia             Doctorate                  N
## 5662 EZYV5662        Africa              Master's                  Y
## 5663 EZYV5663          Asia            Bachelor's                  N
## 5664 EZYV5664          Asia              Master's                  Y
## 5665 EZYV5665 North America            Bachelor's                  N
## 5666 EZYV5666          Asia           High School                  Y
## 5667 EZYV5667 North America            Bachelor's                  Y
## 5668 EZYV5668          Asia              Master's                  Y
## 5669 EZYV5669 South America             Doctorate                  Y
## 5670 EZYV5670          Asia              Master's                  N
## 5671 EZYV5671          Asia              Master's                  N
## 5672 EZYV5672        Europe             Doctorate                  Y
## 5673 EZYV5673          Asia            Bachelor's                  N
## 5674 EZYV5674 North America              Master's                  N
## 5675 EZYV5675          Asia              Master's                  Y
## 5676 EZYV5676          Asia             Doctorate                  Y
## 5677 EZYV5677          Asia           High School                  Y
## 5678 EZYV5678 South America           High School                  Y
## 5679 EZYV5679          Asia              Master's                  N
## 5680 EZYV5680          Asia            Bachelor's                  N
## 5681 EZYV5681        Europe              Master's                  Y
## 5682 EZYV5682          Asia            Bachelor's                  Y
## 5683 EZYV5683        Europe              Master's                  N
## 5684 EZYV5684        Europe            Bachelor's                  N
## 5685 EZYV5685          Asia           High School                  N
## 5686 EZYV5686          Asia            Bachelor's                  N
## 5687 EZYV5687          Asia            Bachelor's                  Y
## 5688 EZYV5688          Asia            Bachelor's                  Y
## 5689 EZYV5689          Asia              Master's                  N
## 5690 EZYV5690          Asia             Doctorate                  Y
## 5691 EZYV5691          Asia            Bachelor's                  Y
## 5692 EZYV5692          Asia            Bachelor's                  Y
## 5693 EZYV5693 North America            Bachelor's                  Y
## 5694 EZYV5694          Asia            Bachelor's                  Y
## 5695 EZYV5695          Asia            Bachelor's                  Y
## 5696 EZYV5696        Europe             Doctorate                  Y
## 5697 EZYV5697        Europe              Master's                  N
## 5698 EZYV5698 North America           High School                  Y
## 5699 EZYV5699          Asia           High School                  Y
## 5700 EZYV5700          Asia             Doctorate                  Y
## 5701 EZYV5701          Asia              Master's                  N
## 5702 EZYV5702        Europe              Master's                  N
## 5703 EZYV5703          Asia              Master's                  Y
## 5704 EZYV5704        Europe              Master's                  N
## 5705 EZYV5705          Asia              Master's                  Y
## 5706 EZYV5706          Asia              Master's                  N
## 5707 EZYV5707          Asia           High School                  Y
## 5708 EZYV5708          Asia           High School                  Y
## 5709 EZYV5709        Africa              Master's                  N
## 5710 EZYV5710          Asia           High School                  N
## 5711 EZYV5711        Europe             Doctorate                  Y
## 5712 EZYV5712          Asia           High School                  N
## 5713 EZYV5713          Asia              Master's                  Y
## 5714 EZYV5714          Asia           High School                  Y
## 5715 EZYV5715        Europe            Bachelor's                  Y
## 5716 EZYV5716          Asia           High School                  N
## 5717 EZYV5717        Africa            Bachelor's                  N
## 5718 EZYV5718        Europe              Master's                  N
## 5719 EZYV5719          Asia              Master's                  N
## 5720 EZYV5720          Asia             Doctorate                  N
## 5721 EZYV5721 South America             Doctorate                  N
## 5722 EZYV5722          Asia            Bachelor's                  Y
## 5723 EZYV5723 South America            Bachelor's                  Y
## 5724 EZYV5724 South America           High School                  Y
## 5725 EZYV5725          Asia            Bachelor's                  N
## 5726 EZYV5726          Asia            Bachelor's                  Y
## 5727 EZYV5727          Asia              Master's                  Y
## 5728 EZYV5728          Asia              Master's                  Y
## 5729 EZYV5729          Asia              Master's                  Y
## 5730 EZYV5730          Asia             Doctorate                  Y
## 5731 EZYV5731          Asia           High School                  N
## 5732 EZYV5732          Asia              Master's                  Y
## 5733 EZYV5733          Asia              Master's                  Y
## 5734 EZYV5734          Asia              Master's                  Y
## 5735 EZYV5735        Europe              Master's                  N
## 5736 EZYV5736          Asia              Master's                  N
## 5737 EZYV5737          Asia              Master's                  Y
## 5738 EZYV5738          Asia              Master's                  Y
## 5739 EZYV5739 North America              Master's                  N
## 5740 EZYV5740 North America            Bachelor's                  N
## 5741 EZYV5741          Asia            Bachelor's                  Y
## 5742 EZYV5742          Asia              Master's                  N
## 5743 EZYV5743          Asia           High School                  N
## 5744 EZYV5744          Asia              Master's                  N
## 5745 EZYV5745          Asia              Master's                  N
## 5746 EZYV5746          Asia              Master's                  Y
## 5747 EZYV5747 North America              Master's                  Y
## 5748 EZYV5748          Asia              Master's                  N
## 5749 EZYV5749          Asia            Bachelor's                  Y
## 5750 EZYV5750          Asia            Bachelor's                  N
## 5751 EZYV5751          Asia           High School                  Y
## 5752 EZYV5752          Asia           High School                  Y
## 5753 EZYV5753          Asia              Master's                  N
## 5754 EZYV5754        Africa           High School                  N
## 5755 EZYV5755        Europe            Bachelor's                  Y
## 5756 EZYV5756          Asia              Master's                  N
## 5757 EZYV5757          Asia              Master's                  N
## 5758 EZYV5758        Europe            Bachelor's                  N
## 5759 EZYV5759          Asia           High School                  Y
## 5760 EZYV5760          Asia            Bachelor's                  Y
## 5761 EZYV5761          Asia           High School                  N
## 5762 EZYV5762          Asia            Bachelor's                  N
## 5763 EZYV5763          Asia            Bachelor's                  Y
## 5764 EZYV5764 North America             Doctorate                  Y
## 5765 EZYV5765 North America              Master's                  Y
## 5766 EZYV5766       Oceania            Bachelor's                  N
## 5767 EZYV5767          Asia            Bachelor's                  N
## 5768 EZYV5768          Asia            Bachelor's                  Y
## 5769 EZYV5769          Asia           High School                  N
## 5770 EZYV5770          Asia            Bachelor's                  Y
## 5771 EZYV5771          Asia            Bachelor's                  Y
## 5772 EZYV5772          Asia             Doctorate                  Y
## 5773 EZYV5773          Asia            Bachelor's                  N
## 5774 EZYV5774        Europe            Bachelor's                  Y
## 5775 EZYV5775          Asia            Bachelor's                  Y
## 5776 EZYV5776          Asia              Master's                  N
## 5777 EZYV5777          Asia              Master's                  Y
## 5778 EZYV5778          Asia            Bachelor's                  Y
## 5779 EZYV5779          Asia            Bachelor's                  Y
## 5780 EZYV5780          Asia            Bachelor's                  Y
## 5781 EZYV5781          Asia              Master's                  N
## 5782 EZYV5782        Europe             Doctorate                  N
## 5783 EZYV5783          Asia            Bachelor's                  N
## 5784 EZYV5784          Asia             Doctorate                  Y
## 5785 EZYV5785          Asia            Bachelor's                  N
## 5786 EZYV5786 North America            Bachelor's                  N
## 5787 EZYV5787        Europe            Bachelor's                  N
## 5788 EZYV5788          Asia            Bachelor's                  N
## 5789 EZYV5789          Asia              Master's                  Y
## 5790 EZYV5790 North America           High School                  Y
## 5791 EZYV5791        Europe             Doctorate                  N
## 5792 EZYV5792          Asia            Bachelor's                  N
## 5793 EZYV5793          Asia             Doctorate                  Y
## 5794 EZYV5794 North America              Master's                  N
## 5795 EZYV5795        Europe              Master's                  N
## 5796 EZYV5796          Asia              Master's                  Y
## 5797 EZYV5797 North America           High School                  N
## 5798 EZYV5798 South America             Doctorate                  N
## 5799 EZYV5799          Asia              Master's                  Y
## 5800 EZYV5800          Asia              Master's                  N
## 5801 EZYV5801 North America              Master's                  Y
## 5802 EZYV5802          Asia           High School                  Y
## 5803 EZYV5803        Europe            Bachelor's                  Y
## 5804 EZYV5804        Europe             Doctorate                  Y
## 5805 EZYV5805          Asia            Bachelor's                  Y
## 5806 EZYV5806 North America              Master's                  Y
## 5807 EZYV5807          Asia            Bachelor's                  Y
## 5808 EZYV5808          Asia            Bachelor's                  N
## 5809 EZYV5809          Asia              Master's                  N
## 5810 EZYV5810          Asia              Master's                  Y
## 5811 EZYV5811          Asia            Bachelor's                  N
## 5812 EZYV5812          Asia              Master's                  Y
## 5813 EZYV5813          Asia              Master's                  N
## 5814 EZYV5814          Asia           High School                  Y
## 5815 EZYV5815          Asia            Bachelor's                  Y
## 5816 EZYV5816        Africa            Bachelor's                  Y
## 5817 EZYV5817          Asia            Bachelor's                  N
## 5818 EZYV5818        Europe             Doctorate                  N
## 5819 EZYV5819          Asia              Master's                  N
## 5820 EZYV5820        Europe              Master's                  N
## 5821 EZYV5821          Asia           High School                  N
## 5822 EZYV5822          Asia            Bachelor's                  N
## 5823 EZYV5823          Asia            Bachelor's                  Y
## 5824 EZYV5824          Asia            Bachelor's                  Y
## 5825 EZYV5825          Asia            Bachelor's                  N
## 5826 EZYV5826          Asia           High School                  N
## 5827 EZYV5827          Asia            Bachelor's                  N
## 5828 EZYV5828          Asia           High School                  Y
## 5829 EZYV5829        Europe              Master's                  N
## 5830 EZYV5830          Asia            Bachelor's                  N
## 5831 EZYV5831 North America           High School                  N
## 5832 EZYV5832          Asia            Bachelor's                  N
## 5833 EZYV5833          Asia              Master's                  Y
## 5834 EZYV5834        Europe           High School                  Y
## 5835 EZYV5835          Asia             Doctorate                  Y
## 5836 EZYV5836        Europe            Bachelor's                  Y
## 5837 EZYV5837 North America            Bachelor's                  Y
## 5838 EZYV5838          Asia            Bachelor's                  Y
## 5839 EZYV5839          Asia              Master's                  Y
## 5840 EZYV5840          Asia            Bachelor's                  Y
## 5841 EZYV5841          Asia           High School                  Y
## 5842 EZYV5842 North America           High School                  N
## 5843 EZYV5843          Asia              Master's                  Y
## 5844 EZYV5844          Asia            Bachelor's                  N
## 5845 EZYV5845 North America              Master's                  N
## 5846 EZYV5846          Asia             Doctorate                  N
## 5847 EZYV5847          Asia              Master's                  Y
## 5848 EZYV5848          Asia              Master's                  Y
## 5849 EZYV5849          Asia           High School                  Y
## 5850 EZYV5850          Asia            Bachelor's                  N
## 5851 EZYV5851 North America           High School                  N
## 5852 EZYV5852          Asia            Bachelor's                  Y
## 5853 EZYV5853        Europe              Master's                  N
## 5854 EZYV5854          Asia            Bachelor's                  N
## 5855 EZYV5855          Asia              Master's                  Y
## 5856 EZYV5856 North America              Master's                  Y
## 5857 EZYV5857          Asia              Master's                  N
## 5858 EZYV5858          Asia            Bachelor's                  Y
## 5859 EZYV5859          Asia            Bachelor's                  N
## 5860 EZYV5860          Asia            Bachelor's                  Y
## 5861 EZYV5861        Europe           High School                  N
## 5862 EZYV5862          Asia              Master's                  Y
## 5863 EZYV5863          Asia              Master's                  Y
## 5864 EZYV5864          Asia            Bachelor's                  Y
## 5865 EZYV5865          Asia              Master's                  N
## 5866 EZYV5866          Asia              Master's                  Y
## 5867 EZYV5867          Asia            Bachelor's                  Y
## 5868 EZYV5868          Asia            Bachelor's                  N
## 5869 EZYV5869 North America            Bachelor's                  N
## 5870 EZYV5870 North America            Bachelor's                  N
## 5871 EZYV5871          Asia              Master's                  Y
## 5872 EZYV5872          Asia           High School                  N
## 5873 EZYV5873          Asia           High School                  N
## 5874 EZYV5874        Europe             Doctorate                  N
## 5875 EZYV5875          Asia            Bachelor's                  N
## 5876 EZYV5876          Asia            Bachelor's                  N
## 5877 EZYV5877          Asia              Master's                  N
## 5878 EZYV5878 North America              Master's                  N
## 5879 EZYV5879          Asia           High School                  Y
## 5880 EZYV5880       Oceania              Master's                  Y
## 5881 EZYV5881          Asia              Master's                  N
## 5882 EZYV5882          Asia            Bachelor's                  Y
## 5883 EZYV5883          Asia              Master's                  Y
## 5884 EZYV5884          Asia              Master's                  N
## 5885 EZYV5885        Europe            Bachelor's                  Y
## 5886 EZYV5886          Asia            Bachelor's                  Y
## 5887 EZYV5887        Europe            Bachelor's                  N
## 5888 EZYV5888        Europe            Bachelor's                  N
## 5889 EZYV5889          Asia            Bachelor's                  Y
## 5890 EZYV5890          Asia              Master's                  N
## 5891 EZYV5891          Asia            Bachelor's                  N
## 5892 EZYV5892          Asia            Bachelor's                  N
## 5893 EZYV5893          Asia            Bachelor's                  Y
## 5894 EZYV5894          Asia              Master's                  N
## 5895 EZYV5895          Asia              Master's                  Y
## 5896 EZYV5896          Asia              Master's                  Y
## 5897 EZYV5897          Asia              Master's                  Y
## 5898 EZYV5898        Europe              Master's                  Y
## 5899 EZYV5899          Asia              Master's                  Y
## 5900 EZYV5900        Europe           High School                  N
## 5901 EZYV5901 North America              Master's                  N
## 5902 EZYV5902          Asia           High School                  Y
## 5903 EZYV5903 South America           High School                  N
## 5904 EZYV5904 North America           High School                  Y
## 5905 EZYV5905 North America              Master's                  N
## 5906 EZYV5906          Asia           High School                  N
## 5907 EZYV5907        Europe              Master's                  Y
## 5908 EZYV5908          Asia              Master's                  N
## 5909 EZYV5909          Asia            Bachelor's                  Y
## 5910 EZYV5910          Asia            Bachelor's                  N
## 5911 EZYV5911          Asia              Master's                  Y
## 5912 EZYV5912          Asia            Bachelor's                  Y
## 5913 EZYV5913          Asia              Master's                  N
## 5914 EZYV5914          Asia             Doctorate                  Y
## 5915 EZYV5915          Asia            Bachelor's                  Y
## 5916 EZYV5916          Asia              Master's                  Y
## 5917 EZYV5917          Asia            Bachelor's                  Y
## 5918 EZYV5918          Asia              Master's                  Y
## 5919 EZYV5919 South America           High School                  N
## 5920 EZYV5920          Asia           High School                  Y
## 5921 EZYV5921          Asia              Master's                  N
## 5922 EZYV5922        Europe            Bachelor's                  Y
## 5923 EZYV5923 North America              Master's                  Y
## 5924 EZYV5924          Asia            Bachelor's                  Y
## 5925 EZYV5925          Asia           High School                  Y
## 5926 EZYV5926          Asia              Master's                  N
## 5927 EZYV5927          Asia           High School                  N
## 5928 EZYV5928          Asia              Master's                  Y
## 5929 EZYV5929          Asia            Bachelor's                  Y
## 5930 EZYV5930        Europe            Bachelor's                  Y
## 5931 EZYV5931          Asia              Master's                  N
## 5932 EZYV5932        Europe            Bachelor's                  Y
## 5933 EZYV5933          Asia              Master's                  N
## 5934 EZYV5934          Asia            Bachelor's                  Y
## 5935 EZYV5935          Asia              Master's                  N
## 5936 EZYV5936          Asia            Bachelor's                  Y
## 5937 EZYV5937          Asia            Bachelor's                  Y
## 5938 EZYV5938          Asia           High School                  Y
## 5939 EZYV5939 North America            Bachelor's                  Y
## 5940 EZYV5940          Asia              Master's                  Y
## 5941 EZYV5941        Europe            Bachelor's                  Y
## 5942 EZYV5942          Asia            Bachelor's                  N
## 5943 EZYV5943          Asia            Bachelor's                  N
## 5944 EZYV5944          Asia              Master's                  N
## 5945 EZYV5945          Asia            Bachelor's                  N
## 5946 EZYV5946          Asia              Master's                  N
## 5947 EZYV5947          Asia            Bachelor's                  Y
## 5948 EZYV5948          Asia            Bachelor's                  N
## 5949 EZYV5949        Europe            Bachelor's                  Y
## 5950 EZYV5950        Europe            Bachelor's                  Y
## 5951 EZYV5951          Asia            Bachelor's                  N
## 5952 EZYV5952        Europe            Bachelor's                  N
## 5953 EZYV5953 North America              Master's                  N
## 5954 EZYV5954          Asia              Master's                  N
## 5955 EZYV5955          Asia             Doctorate                  Y
## 5956 EZYV5956          Asia            Bachelor's                  Y
## 5957 EZYV5957          Asia           High School                  Y
## 5958 EZYV5958          Asia              Master's                  Y
## 5959 EZYV5959          Asia            Bachelor's                  Y
## 5960 EZYV5960          Asia            Bachelor's                  N
## 5961 EZYV5961          Asia            Bachelor's                  N
## 5962 EZYV5962        Europe           High School                  Y
## 5963 EZYV5963          Asia              Master's                  N
## 5964 EZYV5964 South America              Master's                  Y
## 5965 EZYV5965          Asia              Master's                  Y
## 5966 EZYV5966          Asia             Doctorate                  Y
## 5967 EZYV5967        Europe            Bachelor's                  N
## 5968 EZYV5968        Africa            Bachelor's                  N
## 5969 EZYV5969        Europe              Master's                  N
## 5970 EZYV5970        Europe           High School                  N
## 5971 EZYV5971          Asia              Master's                  N
## 5972 EZYV5972          Asia            Bachelor's                  Y
## 5973 EZYV5973          Asia            Bachelor's                  N
## 5974 EZYV5974        Europe            Bachelor's                  Y
## 5975 EZYV5975 North America            Bachelor's                  Y
## 5976 EZYV5976          Asia              Master's                  N
## 5977 EZYV5977          Asia            Bachelor's                  Y
## 5978 EZYV5978        Europe           High School                  N
## 5979 EZYV5979        Africa            Bachelor's                  Y
## 5980 EZYV5980        Europe              Master's                  Y
## 5981 EZYV5981          Asia            Bachelor's                  Y
## 5982 EZYV5982 North America             Doctorate                  Y
## 5983 EZYV5983          Asia              Master's                  Y
## 5984 EZYV5984          Asia            Bachelor's                  N
## 5985 EZYV5985          Asia           High School                  Y
## 5986 EZYV5986          Asia            Bachelor's                  Y
## 5987 EZYV5987        Europe              Master's                  N
## 5988 EZYV5988          Asia              Master's                  Y
## 5989 EZYV5989          Asia            Bachelor's                  Y
## 5990 EZYV5990          Asia              Master's                  Y
## 5991 EZYV5991          Asia            Bachelor's                  Y
## 5992 EZYV5992 North America             Doctorate                  N
## 5993 EZYV5993 North America              Master's                  N
## 5994 EZYV5994          Asia            Bachelor's                  Y
## 5995 EZYV5995 North America            Bachelor's                  Y
## 5996 EZYV5996          Asia              Master's                  N
## 5997 EZYV5997        Europe              Master's                  Y
## 5998 EZYV5998        Europe            Bachelor's                  Y
## 5999 EZYV5999 North America            Bachelor's                  Y
## 6000 EZYV6000          Asia              Master's                  Y
## 6001 EZYV6001        Europe              Master's                  Y
## 6002 EZYV6002          Asia              Master's                  N
## 6003 EZYV6003        Africa              Master's                  Y
## 6004 EZYV6004          Asia              Master's                  Y
## 6005 EZYV6005          Asia            Bachelor's                  N
## 6006 EZYV6006        Europe           High School                  Y
## 6007 EZYV6007 South America           High School                  Y
## 6008 EZYV6008          Asia            Bachelor's                  N
## 6009 EZYV6009          Asia              Master's                  Y
## 6010 EZYV6010          Asia              Master's                  Y
## 6011 EZYV6011        Europe              Master's                  N
## 6012 EZYV6012        Europe             Doctorate                  N
## 6013 EZYV6013          Asia              Master's                  Y
## 6014 EZYV6014          Asia              Master's                  Y
## 6015 EZYV6015          Asia              Master's                  N
## 6016 EZYV6016          Asia            Bachelor's                  Y
## 6017 EZYV6017          Asia              Master's                  Y
## 6018 EZYV6018          Asia              Master's                  N
## 6019 EZYV6019        Africa           High School                  Y
## 6020 EZYV6020 North America            Bachelor's                  N
## 6021 EZYV6021 North America            Bachelor's                  Y
## 6022 EZYV6022          Asia            Bachelor's                  Y
## 6023 EZYV6023          Asia              Master's                  N
## 6024 EZYV6024          Asia            Bachelor's                  Y
## 6025 EZYV6025          Asia              Master's                  Y
## 6026 EZYV6026          Asia           High School                  N
## 6027 EZYV6027          Asia              Master's                  Y
## 6028 EZYV6028          Asia              Master's                  Y
## 6029 EZYV6029          Asia              Master's                  N
## 6030 EZYV6030        Europe              Master's                  N
## 6031 EZYV6031          Asia              Master's                  N
## 6032 EZYV6032          Asia              Master's                  Y
## 6033 EZYV6033          Asia            Bachelor's                  Y
## 6034 EZYV6034          Asia              Master's                  Y
## 6035 EZYV6035          Asia              Master's                  N
## 6036 EZYV6036        Europe            Bachelor's                  Y
## 6037 EZYV6037        Europe             Doctorate                  Y
## 6038 EZYV6038          Asia              Master's                  N
## 6039 EZYV6039          Asia             Doctorate                  Y
## 6040 EZYV6040          Asia              Master's                  Y
## 6041 EZYV6041          Asia            Bachelor's                  N
## 6042 EZYV6042          Asia            Bachelor's                  N
## 6043 EZYV6043          Asia              Master's                  Y
## 6044 EZYV6044          Asia            Bachelor's                  Y
## 6045 EZYV6045          Asia              Master's                  Y
## 6046 EZYV6046 South America             Doctorate                  N
## 6047 EZYV6047          Asia            Bachelor's                  Y
## 6048 EZYV6048          Asia            Bachelor's                  Y
## 6049 EZYV6049          Asia           High School                  Y
## 6050 EZYV6050          Asia            Bachelor's                  Y
## 6051 EZYV6051          Asia            Bachelor's                  Y
## 6052 EZYV6052        Europe            Bachelor's                  Y
## 6053 EZYV6053          Asia            Bachelor's                  N
## 6054 EZYV6054        Europe             Doctorate                  N
## 6055 EZYV6055          Asia            Bachelor's                  Y
## 6056 EZYV6056 North America              Master's                  N
## 6057 EZYV6057          Asia            Bachelor's                  Y
## 6058 EZYV6058        Europe            Bachelor's                  Y
## 6059 EZYV6059          Asia              Master's                  Y
## 6060 EZYV6060       Oceania              Master's                  N
## 6061 EZYV6061        Europe             Doctorate                  Y
## 6062 EZYV6062        Europe              Master's                  Y
## 6063 EZYV6063          Asia             Doctorate                  N
## 6064 EZYV6064          Asia            Bachelor's                  Y
## 6065 EZYV6065          Asia            Bachelor's                  Y
## 6066 EZYV6066          Asia           High School                  Y
## 6067 EZYV6067        Africa              Master's                  N
## 6068 EZYV6068          Asia           High School                  N
## 6069 EZYV6069          Asia              Master's                  N
## 6070 EZYV6070          Asia              Master's                  N
## 6071 EZYV6071          Asia            Bachelor's                  N
## 6072 EZYV6072          Asia              Master's                  Y
## 6073 EZYV6073          Asia              Master's                  Y
## 6074 EZYV6074          Asia              Master's                  N
## 6075 EZYV6075          Asia           High School                  N
## 6076 EZYV6076          Asia            Bachelor's                  Y
## 6077 EZYV6077          Asia            Bachelor's                  Y
## 6078 EZYV6078          Asia            Bachelor's                  Y
## 6079 EZYV6079          Asia            Bachelor's                  Y
## 6080 EZYV6080 North America            Bachelor's                  Y
## 6081 EZYV6081 North America           High School                  Y
## 6082 EZYV6082        Europe           High School                  N
## 6083 EZYV6083          Asia              Master's                  N
## 6084 EZYV6084          Asia              Master's                  N
## 6085 EZYV6085          Asia              Master's                  Y
## 6086 EZYV6086        Europe            Bachelor's                  N
## 6087 EZYV6087          Asia            Bachelor's                  N
## 6088 EZYV6088          Asia           High School                  Y
## 6089 EZYV6089          Asia            Bachelor's                  N
## 6090 EZYV6090          Asia            Bachelor's                  Y
## 6091 EZYV6091          Asia            Bachelor's                  N
## 6092 EZYV6092          Asia              Master's                  N
## 6093 EZYV6093          Asia           High School                  Y
## 6094 EZYV6094        Europe              Master's                  Y
## 6095 EZYV6095          Asia            Bachelor's                  N
## 6096 EZYV6096        Europe           High School                  Y
## 6097 EZYV6097          Asia            Bachelor's                  N
## 6098 EZYV6098        Europe              Master's                  Y
## 6099 EZYV6099          Asia           High School                  Y
## 6100 EZYV6100        Europe           High School                  Y
## 6101 EZYV6101          Asia            Bachelor's                  N
## 6102 EZYV6102          Asia            Bachelor's                  Y
## 6103 EZYV6103          Asia              Master's                  N
## 6104 EZYV6104          Asia              Master's                  Y
## 6105 EZYV6105          Asia            Bachelor's                  Y
## 6106 EZYV6106 North America             Doctorate                  N
## 6107 EZYV6107          Asia              Master's                  N
## 6108 EZYV6108          Asia              Master's                  N
## 6109 EZYV6109        Africa              Master's                  N
## 6110 EZYV6110        Europe           High School                  N
## 6111 EZYV6111          Asia            Bachelor's                  Y
## 6112 EZYV6112        Europe             Doctorate                  Y
## 6113 EZYV6113        Europe            Bachelor's                  Y
## 6114 EZYV6114          Asia            Bachelor's                  Y
## 6115 EZYV6115          Asia           High School                  N
## 6116 EZYV6116 North America             Doctorate                  N
## 6117 EZYV6117          Asia              Master's                  N
## 6118 EZYV6118          Asia              Master's                  Y
## 6119 EZYV6119          Asia              Master's                  Y
## 6120 EZYV6120          Asia              Master's                  N
## 6121 EZYV6121          Asia            Bachelor's                  Y
## 6122 EZYV6122 North America              Master's                  N
## 6123 EZYV6123          Asia           High School                  Y
## 6124 EZYV6124          Asia            Bachelor's                  N
## 6125 EZYV6125          Asia              Master's                  Y
## 6126 EZYV6126        Europe            Bachelor's                  Y
## 6127 EZYV6127        Europe           High School                  Y
## 6128 EZYV6128          Asia            Bachelor's                  Y
## 6129 EZYV6129 North America              Master's                  N
## 6130 EZYV6130       Oceania           High School                  Y
## 6131 EZYV6131          Asia              Master's                  Y
## 6132 EZYV6132          Asia              Master's                  Y
## 6133 EZYV6133 North America              Master's                  Y
## 6134 EZYV6134 North America            Bachelor's                  Y
## 6135 EZYV6135          Asia           High School                  Y
## 6136 EZYV6136          Asia            Bachelor's                  Y
## 6137 EZYV6137          Asia              Master's                  Y
## 6138 EZYV6138          Asia              Master's                  N
## 6139 EZYV6139 South America              Master's                  Y
## 6140 EZYV6140          Asia             Doctorate                  N
## 6141 EZYV6141 North America            Bachelor's                  Y
## 6142 EZYV6142        Europe            Bachelor's                  Y
## 6143 EZYV6143          Asia           High School                  N
## 6144 EZYV6144 North America            Bachelor's                  Y
## 6145 EZYV6145          Asia            Bachelor's                  N
## 6146 EZYV6146          Asia           High School                  Y
## 6147 EZYV6147          Asia           High School                  Y
## 6148 EZYV6148          Asia            Bachelor's                  Y
## 6149 EZYV6149          Asia            Bachelor's                  Y
## 6150 EZYV6150 South America             Doctorate                  N
## 6151 EZYV6151          Asia           High School                  N
## 6152 EZYV6152 South America              Master's                  Y
## 6153 EZYV6153        Europe            Bachelor's                  Y
## 6154 EZYV6154          Asia            Bachelor's                  Y
## 6155 EZYV6155        Europe             Doctorate                  N
## 6156 EZYV6156        Europe            Bachelor's                  Y
## 6157 EZYV6157          Asia              Master's                  N
## 6158 EZYV6158        Europe            Bachelor's                  Y
## 6159 EZYV6159 North America           High School                  N
## 6160 EZYV6160          Asia            Bachelor's                  Y
## 6161 EZYV6161          Asia              Master's                  Y
## 6162 EZYV6162 North America              Master's                  Y
## 6163 EZYV6163 North America             Doctorate                  Y
## 6164 EZYV6164        Europe           High School                  N
## 6165 EZYV6165          Asia            Bachelor's                  N
## 6166 EZYV6166 North America              Master's                  Y
## 6167 EZYV6167          Asia              Master's                  N
## 6168 EZYV6168          Asia              Master's                  Y
## 6169 EZYV6169          Asia            Bachelor's                  Y
## 6170 EZYV6170          Asia            Bachelor's                  Y
## 6171 EZYV6171        Europe            Bachelor's                  Y
## 6172 EZYV6172          Asia            Bachelor's                  Y
## 6173 EZYV6173 North America             Doctorate                  Y
## 6174 EZYV6174          Asia              Master's                  Y
## 6175 EZYV6175          Asia            Bachelor's                  N
## 6176 EZYV6176        Europe             Doctorate                  Y
## 6177 EZYV6177          Asia            Bachelor's                  Y
## 6178 EZYV6178          Asia              Master's                  Y
## 6179 EZYV6179          Asia            Bachelor's                  Y
## 6180 EZYV6180          Asia            Bachelor's                  Y
## 6181 EZYV6181          Asia           High School                  Y
## 6182 EZYV6182          Asia            Bachelor's                  Y
## 6183 EZYV6183          Asia              Master's                  N
## 6184 EZYV6184          Asia           High School                  Y
## 6185 EZYV6185          Asia           High School                  Y
## 6186 EZYV6186          Asia             Doctorate                  N
## 6187 EZYV6187          Asia              Master's                  Y
## 6188 EZYV6188          Asia            Bachelor's                  N
## 6189 EZYV6189          Asia            Bachelor's                  N
## 6190 EZYV6190          Asia              Master's                  Y
## 6191 EZYV6191        Europe           High School                  N
## 6192 EZYV6192          Asia           High School                  Y
## 6193 EZYV6193          Asia             Doctorate                  N
## 6194 EZYV6194 North America            Bachelor's                  Y
## 6195 EZYV6195          Asia              Master's                  N
## 6196 EZYV6196        Europe             Doctorate                  Y
## 6197 EZYV6197          Asia             Doctorate                  Y
## 6198 EZYV6198          Asia              Master's                  N
## 6199 EZYV6199          Asia           High School                  Y
## 6200 EZYV6200          Asia              Master's                  N
## 6201 EZYV6201          Asia            Bachelor's                  Y
## 6202 EZYV6202          Asia            Bachelor's                  Y
## 6203 EZYV6203       Oceania              Master's                  N
## 6204 EZYV6204          Asia              Master's                  Y
## 6205 EZYV6205 North America            Bachelor's                  N
## 6206 EZYV6206          Asia              Master's                  N
## 6207 EZYV6207          Asia           High School                  N
## 6208 EZYV6208          Asia              Master's                  Y
## 6209 EZYV6209          Asia            Bachelor's                  Y
## 6210 EZYV6210          Asia              Master's                  Y
## 6211 EZYV6211          Asia            Bachelor's                  N
## 6212 EZYV6212          Asia              Master's                  Y
## 6213 EZYV6213          Asia            Bachelor's                  Y
## 6214 EZYV6214          Asia             Doctorate                  N
## 6215 EZYV6215        Europe             Doctorate                  N
## 6216 EZYV6216          Asia              Master's                  Y
## 6217 EZYV6217 South America              Master's                  N
## 6218 EZYV6218          Asia              Master's                  N
## 6219 EZYV6219 North America            Bachelor's                  Y
## 6220 EZYV6220          Asia              Master's                  Y
## 6221 EZYV6221          Asia              Master's                  Y
## 6222 EZYV6222          Asia              Master's                  Y
## 6223 EZYV6223          Asia           High School                  N
## 6224 EZYV6224 South America           High School                  N
## 6225 EZYV6225          Asia              Master's                  N
## 6226 EZYV6226 North America              Master's                  Y
## 6227 EZYV6227          Asia              Master's                  N
## 6228 EZYV6228          Asia              Master's                  Y
## 6229 EZYV6229          Asia              Master's                  Y
## 6230 EZYV6230          Asia            Bachelor's                  N
## 6231 EZYV6231          Asia              Master's                  N
## 6232 EZYV6232        Europe             Doctorate                  N
## 6233 EZYV6233          Asia              Master's                  Y
## 6234 EZYV6234          Asia            Bachelor's                  N
## 6235 EZYV6235 North America            Bachelor's                  Y
## 6236 EZYV6236          Asia           High School                  N
## 6237 EZYV6237        Europe           High School                  N
## 6238 EZYV6238        Europe           High School                  N
## 6239 EZYV6239          Asia              Master's                  N
## 6240 EZYV6240       Oceania            Bachelor's                  N
## 6241 EZYV6241        Europe            Bachelor's                  Y
## 6242 EZYV6242          Asia            Bachelor's                  Y
## 6243 EZYV6243          Asia              Master's                  N
## 6244 EZYV6244          Asia            Bachelor's                  N
## 6245 EZYV6245          Asia             Doctorate                  Y
## 6246 EZYV6246 North America              Master's                  Y
## 6247 EZYV6247          Asia           High School                  Y
## 6248 EZYV6248          Asia            Bachelor's                  N
## 6249 EZYV6249 North America              Master's                  N
## 6250 EZYV6250          Asia              Master's                  N
## 6251 EZYV6251          Asia            Bachelor's                  N
## 6252 EZYV6252          Asia              Master's                  Y
## 6253 EZYV6253          Asia              Master's                  Y
## 6254 EZYV6254          Asia              Master's                  N
## 6255 EZYV6255        Europe              Master's                  Y
## 6256 EZYV6256          Asia           High School                  Y
## 6257 EZYV6257          Asia              Master's                  N
## 6258 EZYV6258          Asia            Bachelor's                  N
## 6259 EZYV6259          Asia            Bachelor's                  N
## 6260 EZYV6260          Asia            Bachelor's                  N
## 6261 EZYV6261 North America              Master's                  N
## 6262 EZYV6262          Asia            Bachelor's                  Y
## 6263 EZYV6263          Asia            Bachelor's                  Y
## 6264 EZYV6264 South America            Bachelor's                  Y
## 6265 EZYV6265          Asia              Master's                  N
## 6266 EZYV6266          Asia              Master's                  Y
## 6267 EZYV6267          Asia            Bachelor's                  Y
## 6268 EZYV6268        Europe              Master's                  N
## 6269 EZYV6269 North America            Bachelor's                  Y
## 6270 EZYV6270 North America            Bachelor's                  N
## 6271 EZYV6271          Asia              Master's                  Y
## 6272 EZYV6272        Europe            Bachelor's                  Y
## 6273 EZYV6273        Africa              Master's                  Y
## 6274 EZYV6274          Asia            Bachelor's                  Y
## 6275 EZYV6275          Asia              Master's                  Y
## 6276 EZYV6276 South America            Bachelor's                  N
## 6277 EZYV6277          Asia             Doctorate                  N
## 6278 EZYV6278          Asia            Bachelor's                  N
## 6279 EZYV6279          Asia            Bachelor's                  Y
## 6280 EZYV6280 South America            Bachelor's                  N
## 6281 EZYV6281 North America              Master's                  Y
## 6282 EZYV6282          Asia           High School                  N
## 6283 EZYV6283 North America            Bachelor's                  N
## 6284 EZYV6284        Europe            Bachelor's                  N
## 6285 EZYV6285 North America             Doctorate                  Y
## 6286 EZYV6286        Africa              Master's                  N
## 6287 EZYV6287          Asia              Master's                  N
## 6288 EZYV6288 North America              Master's                  Y
## 6289 EZYV6289          Asia            Bachelor's                  N
## 6290 EZYV6290        Europe              Master's                  Y
## 6291 EZYV6291          Asia            Bachelor's                  N
## 6292 EZYV6292          Asia            Bachelor's                  N
## 6293 EZYV6293          Asia           High School                  Y
## 6294 EZYV6294          Asia            Bachelor's                  Y
## 6295 EZYV6295          Asia           High School                  Y
## 6296 EZYV6296 South America              Master's                  N
## 6297 EZYV6297          Asia            Bachelor's                  Y
## 6298 EZYV6298 North America            Bachelor's                  Y
## 6299 EZYV6299          Asia              Master's                  Y
## 6300 EZYV6300 South America           High School                  Y
## 6301 EZYV6301          Asia            Bachelor's                  Y
## 6302 EZYV6302 North America            Bachelor's                  N
## 6303 EZYV6303 North America              Master's                  N
## 6304 EZYV6304          Asia           High School                  N
## 6305 EZYV6305          Asia            Bachelor's                  Y
## 6306 EZYV6306        Africa           High School                  N
## 6307 EZYV6307          Asia              Master's                  Y
## 6308 EZYV6308        Europe            Bachelor's                  N
## 6309 EZYV6309          Asia              Master's                  N
## 6310 EZYV6310        Europe             Doctorate                  Y
## 6311 EZYV6311          Asia            Bachelor's                  Y
## 6312 EZYV6312          Asia             Doctorate                  Y
## 6313 EZYV6313          Asia            Bachelor's                  N
## 6314 EZYV6314        Europe            Bachelor's                  N
## 6315 EZYV6315 North America            Bachelor's                  N
## 6316 EZYV6316        Europe           High School                  Y
## 6317 EZYV6317          Asia              Master's                  Y
## 6318 EZYV6318       Oceania              Master's                  Y
## 6319 EZYV6319          Asia            Bachelor's                  N
## 6320 EZYV6320        Europe            Bachelor's                  Y
## 6321 EZYV6321          Asia             Doctorate                  N
## 6322 EZYV6322          Asia           High School                  N
## 6323 EZYV6323          Asia            Bachelor's                  N
## 6324 EZYV6324          Asia              Master's                  Y
## 6325 EZYV6325 North America              Master's                  Y
## 6326 EZYV6326          Asia              Master's                  N
## 6327 EZYV6327          Asia              Master's                  Y
## 6328 EZYV6328          Asia            Bachelor's                  N
## 6329 EZYV6329          Asia            Bachelor's                  Y
## 6330 EZYV6330          Asia              Master's                  Y
## 6331 EZYV6331          Asia            Bachelor's                  N
## 6332 EZYV6332          Asia              Master's                  Y
## 6333 EZYV6333        Europe            Bachelor's                  Y
## 6334 EZYV6334          Asia             Doctorate                  N
## 6335 EZYV6335          Asia             Doctorate                  N
## 6336 EZYV6336          Asia              Master's                  N
## 6337 EZYV6337          Asia            Bachelor's                  Y
## 6338 EZYV6338        Europe             Doctorate                  Y
## 6339 EZYV6339          Asia             Doctorate                  N
## 6340 EZYV6340        Europe           High School                  N
## 6341 EZYV6341          Asia            Bachelor's                  N
## 6342 EZYV6342          Asia              Master's                  Y
## 6343 EZYV6343          Asia           High School                  N
## 6344 EZYV6344          Asia              Master's                  Y
## 6345 EZYV6345          Asia              Master's                  Y
## 6346 EZYV6346        Europe            Bachelor's                  Y
## 6347 EZYV6347          Asia              Master's                  Y
## 6348 EZYV6348          Asia            Bachelor's                  Y
## 6349 EZYV6349          Asia            Bachelor's                  Y
## 6350 EZYV6350          Asia            Bachelor's                  Y
## 6351 EZYV6351          Asia            Bachelor's                  N
## 6352 EZYV6352 South America             Doctorate                  Y
## 6353 EZYV6353        Africa              Master's                  Y
## 6354 EZYV6354          Asia           High School                  N
## 6355 EZYV6355          Asia            Bachelor's                  N
## 6356 EZYV6356          Asia           High School                  Y
## 6357 EZYV6357          Asia            Bachelor's                  N
## 6358 EZYV6358          Asia           High School                  N
## 6359 EZYV6359 North America            Bachelor's                  N
## 6360 EZYV6360          Asia              Master's                  N
## 6361 EZYV6361 North America              Master's                  N
## 6362 EZYV6362          Asia              Master's                  Y
## 6363 EZYV6363          Asia           High School                  N
## 6364 EZYV6364          Asia            Bachelor's                  Y
## 6365 EZYV6365          Asia            Bachelor's                  N
## 6366 EZYV6366          Asia             Doctorate                  Y
## 6367 EZYV6367 North America            Bachelor's                  N
## 6368 EZYV6368          Asia            Bachelor's                  Y
## 6369 EZYV6369          Asia              Master's                  N
## 6370 EZYV6370          Asia            Bachelor's                  N
## 6371 EZYV6371          Asia            Bachelor's                  N
## 6372 EZYV6372          Asia           High School                  Y
## 6373 EZYV6373          Asia            Bachelor's                  N
## 6374 EZYV6374 North America              Master's                  N
## 6375 EZYV6375        Europe            Bachelor's                  N
## 6376 EZYV6376          Asia             Doctorate                  Y
## 6377 EZYV6377          Asia            Bachelor's                  Y
## 6378 EZYV6378          Asia              Master's                  Y
## 6379 EZYV6379 North America             Doctorate                  Y
## 6380 EZYV6380          Asia            Bachelor's                  N
## 6381 EZYV6381          Asia            Bachelor's                  N
## 6382 EZYV6382          Asia            Bachelor's                  Y
## 6383 EZYV6383          Asia            Bachelor's                  Y
## 6384 EZYV6384        Europe             Doctorate                  N
## 6385 EZYV6385          Asia           High School                  Y
## 6386 EZYV6386          Asia            Bachelor's                  N
## 6387 EZYV6387 North America              Master's                  Y
## 6388 EZYV6388          Asia           High School                  N
## 6389 EZYV6389 North America            Bachelor's                  N
## 6390 EZYV6390          Asia            Bachelor's                  N
## 6391 EZYV6391 North America            Bachelor's                  Y
## 6392 EZYV6392 North America              Master's                  Y
## 6393 EZYV6393 South America              Master's                  Y
## 6394 EZYV6394          Asia              Master's                  Y
## 6395 EZYV6395          Asia            Bachelor's                  N
## 6396 EZYV6396 North America            Bachelor's                  Y
## 6397 EZYV6397          Asia           High School                  Y
## 6398 EZYV6398          Asia           High School                  Y
## 6399 EZYV6399          Asia              Master's                  Y
## 6400 EZYV6400          Asia              Master's                  N
## 6401 EZYV6401        Europe             Doctorate                  Y
## 6402 EZYV6402          Asia            Bachelor's                  N
## 6403 EZYV6403          Asia              Master's                  Y
## 6404 EZYV6404          Asia              Master's                  N
## 6405 EZYV6405          Asia            Bachelor's                  N
## 6406 EZYV6406          Asia              Master's                  N
## 6407 EZYV6407          Asia           High School                  N
## 6408 EZYV6408          Asia              Master's                  N
## 6409 EZYV6409 North America           High School                  N
## 6410 EZYV6410        Africa              Master's                  N
## 6411 EZYV6411          Asia           High School                  Y
## 6412 EZYV6412          Asia             Doctorate                  Y
## 6413 EZYV6413          Asia              Master's                  Y
## 6414 EZYV6414          Asia            Bachelor's                  Y
## 6415 EZYV6415          Asia              Master's                  Y
## 6416 EZYV6416 North America              Master's                  Y
## 6417 EZYV6417          Asia           High School                  N
## 6418 EZYV6418          Asia              Master's                  N
## 6419 EZYV6419 North America            Bachelor's                  N
## 6420 EZYV6420 North America           High School                  Y
## 6421 EZYV6421          Asia            Bachelor's                  Y
## 6422 EZYV6422 North America              Master's                  Y
## 6423 EZYV6423          Asia            Bachelor's                  Y
## 6424 EZYV6424          Asia           High School                  Y
## 6425 EZYV6425          Asia              Master's                  Y
## 6426 EZYV6426        Europe            Bachelor's                  Y
## 6427 EZYV6427          Asia            Bachelor's                  N
## 6428 EZYV6428          Asia           High School                  Y
## 6429 EZYV6429          Asia            Bachelor's                  Y
## 6430 EZYV6430          Asia            Bachelor's                  Y
## 6431 EZYV6431          Asia            Bachelor's                  N
## 6432 EZYV6432        Europe              Master's                  Y
## 6433 EZYV6433          Asia            Bachelor's                  N
## 6434 EZYV6434          Asia           High School                  Y
## 6435 EZYV6435 South America             Doctorate                  Y
## 6436 EZYV6436          Asia            Bachelor's                  Y
## 6437 EZYV6437        Europe           High School                  Y
## 6438 EZYV6438          Asia              Master's                  N
## 6439 EZYV6439          Asia              Master's                  Y
## 6440 EZYV6440          Asia            Bachelor's                  N
## 6441 EZYV6441        Europe             Doctorate                  Y
## 6442 EZYV6442          Asia              Master's                  Y
## 6443 EZYV6443 North America              Master's                  Y
## 6444 EZYV6444          Asia              Master's                  N
## 6445 EZYV6445          Asia            Bachelor's                  N
## 6446 EZYV6446 North America           High School                  Y
## 6447 EZYV6447          Asia            Bachelor's                  Y
## 6448 EZYV6448          Asia           High School                  Y
## 6449 EZYV6449          Asia           High School                  Y
## 6450 EZYV6450 North America              Master's                  Y
## 6451 EZYV6451 North America           High School                  N
## 6452 EZYV6452        Europe             Doctorate                  N
## 6453 EZYV6453          Asia             Doctorate                  N
## 6454 EZYV6454          Asia            Bachelor's                  N
## 6455 EZYV6455 North America           High School                  Y
## 6456 EZYV6456          Asia            Bachelor's                  Y
## 6457 EZYV6457          Asia            Bachelor's                  N
## 6458 EZYV6458 North America              Master's                  Y
## 6459 EZYV6459          Asia           High School                  Y
## 6460 EZYV6460          Asia            Bachelor's                  Y
## 6461 EZYV6461          Asia              Master's                  N
## 6462 EZYV6462        Europe            Bachelor's                  Y
## 6463 EZYV6463        Europe             Doctorate                  N
## 6464 EZYV6464          Asia             Doctorate                  Y
## 6465 EZYV6465          Asia            Bachelor's                  N
## 6466 EZYV6466        Europe             Doctorate                  Y
## 6467 EZYV6467          Asia              Master's                  N
## 6468 EZYV6468          Asia              Master's                  Y
## 6469 EZYV6469          Asia            Bachelor's                  Y
## 6470 EZYV6470          Asia            Bachelor's                  N
## 6471 EZYV6471          Asia            Bachelor's                  N
## 6472 EZYV6472          Asia            Bachelor's                  N
## 6473 EZYV6473          Asia           High School                  Y
## 6474 EZYV6474          Asia           High School                  Y
## 6475 EZYV6475          Asia            Bachelor's                  N
## 6476 EZYV6476 North America              Master's                  Y
## 6477 EZYV6477 North America            Bachelor's                  Y
## 6478 EZYV6478          Asia            Bachelor's                  N
## 6479 EZYV6479          Asia           High School                  Y
## 6480 EZYV6480          Asia           High School                  Y
## 6481 EZYV6481          Asia              Master's                  Y
## 6482 EZYV6482          Asia             Doctorate                  Y
## 6483 EZYV6483          Asia              Master's                  Y
## 6484 EZYV6484 North America           High School                  Y
## 6485 EZYV6485          Asia            Bachelor's                  Y
## 6486 EZYV6486          Asia            Bachelor's                  Y
## 6487 EZYV6487        Europe              Master's                  N
## 6488 EZYV6488          Asia            Bachelor's                  Y
## 6489 EZYV6489 North America              Master's                  Y
## 6490 EZYV6490        Europe            Bachelor's                  N
## 6491 EZYV6491          Asia              Master's                  Y
## 6492 EZYV6492 South America              Master's                  Y
## 6493 EZYV6493          Asia            Bachelor's                  Y
## 6494 EZYV6494          Asia            Bachelor's                  Y
## 6495 EZYV6495        Europe              Master's                  N
## 6496 EZYV6496          Asia              Master's                  N
## 6497 EZYV6497          Asia            Bachelor's                  N
## 6498 EZYV6498          Asia            Bachelor's                  N
## 6499 EZYV6499          Asia              Master's                  N
## 6500 EZYV6500        Europe            Bachelor's                  Y
## 6501 EZYV6501 North America              Master's                  Y
## 6502 EZYV6502          Asia              Master's                  Y
## 6503 EZYV6503          Asia              Master's                  Y
## 6504 EZYV6504          Asia              Master's                  N
## 6505 EZYV6505          Asia              Master's                  N
## 6506 EZYV6506        Europe              Master's                  Y
## 6507 EZYV6507          Asia             Doctorate                  N
## 6508 EZYV6508          Asia              Master's                  Y
## 6509 EZYV6509          Asia              Master's                  Y
## 6510 EZYV6510 North America              Master's                  Y
## 6511 EZYV6511 North America              Master's                  N
## 6512 EZYV6512          Asia              Master's                  N
## 6513 EZYV6513          Asia            Bachelor's                  N
## 6514 EZYV6514        Europe              Master's                  Y
## 6515 EZYV6515        Europe            Bachelor's                  Y
## 6516 EZYV6516          Asia              Master's                  Y
## 6517 EZYV6517 North America           High School                  Y
## 6518 EZYV6518          Asia           High School                  Y
## 6519 EZYV6519          Asia           High School                  Y
## 6520 EZYV6520          Asia            Bachelor's                  Y
## 6521 EZYV6521        Europe            Bachelor's                  N
## 6522 EZYV6522          Asia           High School                  Y
## 6523 EZYV6523 South America            Bachelor's                  Y
## 6524 EZYV6524          Asia            Bachelor's                  Y
## 6525 EZYV6525          Asia            Bachelor's                  Y
## 6526 EZYV6526 South America              Master's                  N
## 6527 EZYV6527          Asia              Master's                  Y
## 6528 EZYV6528          Asia            Bachelor's                  Y
## 6529 EZYV6529          Asia              Master's                  N
## 6530 EZYV6530          Asia              Master's                  Y
## 6531 EZYV6531          Asia            Bachelor's                  Y
## 6532 EZYV6532          Asia              Master's                  Y
## 6533 EZYV6533          Asia              Master's                  N
## 6534 EZYV6534        Europe           High School                  N
## 6535 EZYV6535          Asia              Master's                  N
## 6536 EZYV6536        Europe             Doctorate                  N
## 6537 EZYV6537 North America            Bachelor's                  N
## 6538 EZYV6538          Asia              Master's                  N
## 6539 EZYV6539          Asia              Master's                  Y
## 6540 EZYV6540          Asia            Bachelor's                  Y
## 6541 EZYV6541 North America              Master's                  Y
## 6542 EZYV6542          Asia            Bachelor's                  Y
## 6543 EZYV6543          Asia            Bachelor's                  Y
## 6544 EZYV6544          Asia             Doctorate                  Y
## 6545 EZYV6545          Asia              Master's                  Y
## 6546 EZYV6546          Asia           High School                  Y
## 6547 EZYV6547          Asia            Bachelor's                  N
## 6548 EZYV6548        Europe              Master's                  N
## 6549 EZYV6549          Asia              Master's                  Y
## 6550 EZYV6550          Asia            Bachelor's                  Y
## 6551 EZYV6551          Asia           High School                  N
## 6552 EZYV6552          Asia              Master's                  Y
## 6553 EZYV6553          Asia            Bachelor's                  Y
## 6554 EZYV6554          Asia              Master's                  N
## 6555 EZYV6555          Asia             Doctorate                  Y
## 6556 EZYV6556          Asia            Bachelor's                  Y
## 6557 EZYV6557          Asia            Bachelor's                  Y
## 6558 EZYV6558          Asia            Bachelor's                  N
## 6559 EZYV6559          Asia            Bachelor's                  N
## 6560 EZYV6560          Asia              Master's                  N
## 6561 EZYV6561          Asia             Doctorate                  Y
## 6562 EZYV6562          Asia              Master's                  Y
## 6563 EZYV6563          Asia              Master's                  N
## 6564 EZYV6564          Asia            Bachelor's                  N
## 6565 EZYV6565          Asia            Bachelor's                  Y
## 6566 EZYV6566 North America              Master's                  Y
## 6567 EZYV6567          Asia              Master's                  Y
## 6568 EZYV6568          Asia            Bachelor's                  N
## 6569 EZYV6569        Europe              Master's                  N
## 6570 EZYV6570 North America           High School                  Y
## 6571 EZYV6571          Asia              Master's                  N
## 6572 EZYV6572          Asia           High School                  Y
## 6573 EZYV6573        Europe             Doctorate                  Y
## 6574 EZYV6574          Asia            Bachelor's                  Y
## 6575 EZYV6575          Asia            Bachelor's                  Y
## 6576 EZYV6576 North America              Master's                  N
## 6577 EZYV6577 South America            Bachelor's                  Y
## 6578 EZYV6578          Asia            Bachelor's                  N
## 6579 EZYV6579          Asia             Doctorate                  Y
## 6580 EZYV6580          Asia              Master's                  Y
## 6581 EZYV6581          Asia            Bachelor's                  Y
## 6582 EZYV6582 North America            Bachelor's                  N
## 6583 EZYV6583          Asia           High School                  N
## 6584 EZYV6584          Asia              Master's                  Y
## 6585 EZYV6585          Asia           High School                  N
## 6586 EZYV6586 North America              Master's                  Y
## 6587 EZYV6587          Asia            Bachelor's                  N
## 6588 EZYV6588        Europe           High School                  Y
## 6589 EZYV6589          Asia            Bachelor's                  N
## 6590 EZYV6590          Asia              Master's                  Y
## 6591 EZYV6591        Europe            Bachelor's                  N
## 6592 EZYV6592          Asia              Master's                  Y
## 6593 EZYV6593        Europe              Master's                  N
## 6594 EZYV6594          Asia              Master's                  N
## 6595 EZYV6595        Europe              Master's                  Y
## 6596 EZYV6596        Europe             Doctorate                  Y
## 6597 EZYV6597        Africa              Master's                  N
## 6598 EZYV6598          Asia              Master's                  Y
## 6599 EZYV6599          Asia              Master's                  Y
## 6600 EZYV6600          Asia              Master's                  Y
## 6601 EZYV6601          Asia            Bachelor's                  Y
## 6602 EZYV6602          Asia            Bachelor's                  Y
## 6603 EZYV6603 South America              Master's                  Y
## 6604 EZYV6604          Asia            Bachelor's                  Y
## 6605 EZYV6605          Asia              Master's                  N
## 6606 EZYV6606          Asia            Bachelor's                  Y
## 6607 EZYV6607        Africa              Master's                  N
## 6608 EZYV6608 North America            Bachelor's                  Y
## 6609 EZYV6609 South America           High School                  Y
## 6610 EZYV6610          Asia              Master's                  N
## 6611 EZYV6611          Asia            Bachelor's                  Y
## 6612 EZYV6612 South America            Bachelor's                  N
## 6613 EZYV6613          Asia            Bachelor's                  N
## 6614 EZYV6614          Asia            Bachelor's                  Y
## 6615 EZYV6615 South America           High School                  Y
## 6616 EZYV6616 North America            Bachelor's                  Y
## 6617 EZYV6617        Europe            Bachelor's                  N
## 6618 EZYV6618          Asia            Bachelor's                  Y
## 6619 EZYV6619          Asia            Bachelor's                  N
## 6620 EZYV6620          Asia           High School                  N
## 6621 EZYV6621          Asia           High School                  Y
## 6622 EZYV6622          Asia              Master's                  Y
## 6623 EZYV6623 South America              Master's                  Y
## 6624 EZYV6624          Asia            Bachelor's                  N
## 6625 EZYV6625          Asia              Master's                  Y
## 6626 EZYV6626        Europe             Doctorate                  Y
## 6627 EZYV6627          Asia              Master's                  Y
## 6628 EZYV6628          Asia            Bachelor's                  Y
## 6629 EZYV6629          Asia              Master's                  Y
## 6630 EZYV6630 North America           High School                  Y
## 6631 EZYV6631        Europe            Bachelor's                  N
## 6632 EZYV6632          Asia              Master's                  Y
## 6633 EZYV6633          Asia              Master's                  Y
## 6634 EZYV6634          Asia              Master's                  N
## 6635 EZYV6635          Asia            Bachelor's                  Y
## 6636 EZYV6636          Asia              Master's                  Y
## 6637 EZYV6637        Europe              Master's                  N
## 6638 EZYV6638 North America           High School                  N
## 6639 EZYV6639          Asia            Bachelor's                  Y
## 6640 EZYV6640          Asia            Bachelor's                  N
## 6641 EZYV6641          Asia              Master's                  N
## 6642 EZYV6642          Asia            Bachelor's                  N
## 6643 EZYV6643          Asia              Master's                  N
## 6644 EZYV6644        Europe           High School                  N
## 6645 EZYV6645          Asia           High School                  N
## 6646 EZYV6646 North America             Doctorate                  N
## 6647 EZYV6647        Africa           High School                  Y
## 6648 EZYV6648          Asia            Bachelor's                  N
## 6649 EZYV6649        Europe           High School                  Y
## 6650 EZYV6650        Europe           High School                  Y
## 6651 EZYV6651          Asia            Bachelor's                  Y
## 6652 EZYV6652          Asia           High School                  Y
## 6653 EZYV6653          Asia              Master's                  Y
## 6654 EZYV6654          Asia           High School                  Y
## 6655 EZYV6655 North America            Bachelor's                  Y
## 6656 EZYV6656        Europe              Master's                  Y
## 6657 EZYV6657          Asia            Bachelor's                  Y
## 6658 EZYV6658        Europe             Doctorate                  N
## 6659 EZYV6659          Asia              Master's                  Y
## 6660 EZYV6660          Asia              Master's                  Y
## 6661 EZYV6661 South America           High School                  N
## 6662 EZYV6662          Asia            Bachelor's                  Y
## 6663 EZYV6663        Europe           High School                  N
## 6664 EZYV6664          Asia           High School                  Y
## 6665 EZYV6665 North America              Master's                  Y
## 6666 EZYV6666          Asia           High School                  N
## 6667 EZYV6667          Asia            Bachelor's                  Y
## 6668 EZYV6668          Asia            Bachelor's                  Y
## 6669 EZYV6669          Asia            Bachelor's                  N
## 6670 EZYV6670          Asia            Bachelor's                  N
## 6671 EZYV6671        Europe              Master's                  Y
## 6672 EZYV6672 North America              Master's                  Y
## 6673 EZYV6673          Asia           High School                  Y
## 6674 EZYV6674 North America            Bachelor's                  Y
## 6675 EZYV6675 North America            Bachelor's                  N
## 6676 EZYV6676          Asia            Bachelor's                  Y
## 6677 EZYV6677          Asia              Master's                  Y
## 6678 EZYV6678        Europe           High School                  Y
## 6679 EZYV6679 South America            Bachelor's                  Y
## 6680 EZYV6680          Asia            Bachelor's                  N
## 6681 EZYV6681        Africa              Master's                  Y
## 6682 EZYV6682        Europe             Doctorate                  Y
## 6683 EZYV6683          Asia            Bachelor's                  Y
## 6684 EZYV6684          Asia            Bachelor's                  Y
## 6685 EZYV6685 South America              Master's                  Y
## 6686 EZYV6686 North America              Master's                  Y
## 6687 EZYV6687          Asia            Bachelor's                  Y
## 6688 EZYV6688          Asia           High School                  N
## 6689 EZYV6689        Europe            Bachelor's                  Y
## 6690 EZYV6690        Europe            Bachelor's                  N
## 6691 EZYV6691 North America            Bachelor's                  N
## 6692 EZYV6692          Asia            Bachelor's                  N
## 6693 EZYV6693          Asia           High School                  N
## 6694 EZYV6694          Asia              Master's                  Y
## 6695 EZYV6695 South America            Bachelor's                  N
## 6696 EZYV6696          Asia           High School                  Y
## 6697 EZYV6697 North America             Doctorate                  Y
## 6698 EZYV6698          Asia              Master's                  Y
## 6699 EZYV6699          Asia              Master's                  Y
## 6700 EZYV6700          Asia            Bachelor's                  Y
## 6701 EZYV6701          Asia              Master's                  N
## 6702 EZYV6702        Africa           High School                  N
## 6703 EZYV6703 North America              Master's                  Y
## 6704 EZYV6704          Asia              Master's                  N
## 6705 EZYV6705          Asia             Doctorate                  Y
## 6706 EZYV6706          Asia            Bachelor's                  Y
## 6707 EZYV6707          Asia              Master's                  N
## 6708 EZYV6708          Asia            Bachelor's                  Y
## 6709 EZYV6709 North America              Master's                  Y
## 6710 EZYV6710        Europe              Master's                  N
## 6711 EZYV6711          Asia            Bachelor's                  N
## 6712 EZYV6712          Asia            Bachelor's                  Y
## 6713 EZYV6713          Asia              Master's                  Y
## 6714 EZYV6714          Asia             Doctorate                  N
## 6715 EZYV6715          Asia              Master's                  Y
## 6716 EZYV6716        Africa              Master's                  Y
## 6717 EZYV6717          Asia            Bachelor's                  Y
## 6718 EZYV6718        Europe            Bachelor's                  N
## 6719 EZYV6719        Europe              Master's                  N
## 6720 EZYV6720          Asia            Bachelor's                  N
## 6721 EZYV6721          Asia            Bachelor's                  N
## 6722 EZYV6722          Asia              Master's                  Y
## 6723 EZYV6723          Asia              Master's                  N
## 6724 EZYV6724 North America           High School                  N
## 6725 EZYV6725        Europe              Master's                  N
## 6726 EZYV6726 North America              Master's                  Y
## 6727 EZYV6727          Asia            Bachelor's                  N
## 6728 EZYV6728          Asia           High School                  Y
## 6729 EZYV6729          Asia              Master's                  N
## 6730 EZYV6730          Asia             Doctorate                  Y
## 6731 EZYV6731          Asia            Bachelor's                  Y
## 6732 EZYV6732        Europe            Bachelor's                  Y
## 6733 EZYV6733        Europe              Master's                  N
## 6734 EZYV6734          Asia              Master's                  Y
## 6735 EZYV6735        Europe           High School                  Y
## 6736 EZYV6736 North America              Master's                  N
## 6737 EZYV6737          Asia            Bachelor's                  Y
## 6738 EZYV6738          Asia              Master's                  N
## 6739 EZYV6739        Europe            Bachelor's                  Y
## 6740 EZYV6740        Europe              Master's                  N
## 6741 EZYV6741          Asia            Bachelor's                  Y
## 6742 EZYV6742        Europe              Master's                  Y
## 6743 EZYV6743          Asia              Master's                  Y
## 6744 EZYV6744          Asia              Master's                  Y
## 6745 EZYV6745          Asia              Master's                  N
## 6746 EZYV6746          Asia             Doctorate                  Y
## 6747 EZYV6747          Asia              Master's                  Y
## 6748 EZYV6748        Europe              Master's                  N
## 6749 EZYV6749          Asia            Bachelor's                  Y
## 6750 EZYV6750        Europe           High School                  Y
## 6751 EZYV6751          Asia           High School                  N
## 6752 EZYV6752          Asia              Master's                  Y
## 6753 EZYV6753        Europe             Doctorate                  N
## 6754 EZYV6754 North America              Master's                  N
## 6755 EZYV6755 North America              Master's                  N
## 6756 EZYV6756          Asia              Master's                  Y
## 6757 EZYV6757          Asia              Master's                  N
## 6758 EZYV6758          Asia              Master's                  Y
## 6759 EZYV6759 North America            Bachelor's                  Y
## 6760 EZYV6760          Asia            Bachelor's                  N
## 6761 EZYV6761          Asia           High School                  Y
## 6762 EZYV6762          Asia              Master's                  N
## 6763 EZYV6763          Asia           High School                  N
## 6764 EZYV6764       Oceania             Doctorate                  Y
## 6765 EZYV6765          Asia            Bachelor's                  Y
## 6766 EZYV6766        Europe           High School                  Y
## 6767 EZYV6767 South America           High School                  N
## 6768 EZYV6768          Asia              Master's                  Y
## 6769 EZYV6769          Asia           High School                  N
## 6770 EZYV6770 South America              Master's                  N
## 6771 EZYV6771 South America            Bachelor's                  N
## 6772 EZYV6772          Asia            Bachelor's                  N
## 6773 EZYV6773        Europe              Master's                  Y
## 6774 EZYV6774          Asia            Bachelor's                  N
## 6775 EZYV6775        Africa              Master's                  Y
## 6776 EZYV6776          Asia              Master's                  Y
## 6777 EZYV6777 North America            Bachelor's                  N
## 6778 EZYV6778          Asia           High School                  Y
## 6779 EZYV6779          Asia            Bachelor's                  N
## 6780 EZYV6780          Asia           High School                  Y
## 6781 EZYV6781        Europe            Bachelor's                  Y
## 6782 EZYV6782          Asia            Bachelor's                  N
## 6783 EZYV6783          Asia            Bachelor's                  Y
## 6784 EZYV6784          Asia              Master's                  N
## 6785 EZYV6785 North America              Master's                  Y
## 6786 EZYV6786          Asia              Master's                  N
## 6787 EZYV6787          Asia            Bachelor's                  Y
## 6788 EZYV6788          Asia            Bachelor's                  N
## 6789 EZYV6789        Europe              Master's                  Y
## 6790 EZYV6790        Europe            Bachelor's                  N
## 6791 EZYV6791        Europe              Master's                  N
## 6792 EZYV6792          Asia            Bachelor's                  N
## 6793 EZYV6793 North America              Master's                  N
## 6794 EZYV6794          Asia              Master's                  Y
## 6795 EZYV6795          Asia            Bachelor's                  N
## 6796 EZYV6796        Europe             Doctorate                  Y
## 6797 EZYV6797          Asia              Master's                  N
## 6798 EZYV6798          Asia            Bachelor's                  N
## 6799 EZYV6799 North America            Bachelor's                  Y
## 6800 EZYV6800          Asia            Bachelor's                  Y
## 6801 EZYV6801          Asia              Master's                  Y
## 6802 EZYV6802        Europe              Master's                  N
## 6803 EZYV6803          Asia            Bachelor's                  Y
## 6804 EZYV6804          Asia            Bachelor's                  N
## 6805 EZYV6805          Asia              Master's                  Y
## 6806 EZYV6806 North America            Bachelor's                  Y
## 6807 EZYV6807          Asia              Master's                  N
## 6808 EZYV6808          Asia            Bachelor's                  Y
## 6809 EZYV6809          Asia              Master's                  Y
## 6810 EZYV6810        Europe             Doctorate                  Y
## 6811 EZYV6811 North America           High School                  N
## 6812 EZYV6812 South America              Master's                  Y
## 6813 EZYV6813          Asia              Master's                  Y
## 6814 EZYV6814 North America              Master's                  Y
## 6815 EZYV6815          Asia              Master's                  N
## 6816 EZYV6816          Asia              Master's                  Y
## 6817 EZYV6817        Europe            Bachelor's                  N
## 6818 EZYV6818          Asia            Bachelor's                  Y
## 6819 EZYV6819          Asia              Master's                  N
## 6820 EZYV6820          Asia            Bachelor's                  Y
## 6821 EZYV6821 South America              Master's                  N
## 6822 EZYV6822          Asia            Bachelor's                  N
## 6823 EZYV6823 North America            Bachelor's                  Y
## 6824 EZYV6824          Asia              Master's                  Y
## 6825 EZYV6825          Asia            Bachelor's                  N
## 6826 EZYV6826          Asia              Master's                  N
## 6827 EZYV6827        Europe            Bachelor's                  Y
## 6828 EZYV6828          Asia              Master's                  Y
## 6829 EZYV6829        Africa            Bachelor's                  N
## 6830 EZYV6830          Asia            Bachelor's                  Y
## 6831 EZYV6831 North America              Master's                  Y
## 6832 EZYV6832          Asia              Master's                  Y
## 6833 EZYV6833 North America              Master's                  Y
## 6834 EZYV6834 North America              Master's                  Y
## 6835 EZYV6835          Asia            Bachelor's                  Y
## 6836 EZYV6836          Asia              Master's                  Y
## 6837 EZYV6837          Asia           High School                  Y
## 6838 EZYV6838          Asia              Master's                  Y
## 6839 EZYV6839          Asia            Bachelor's                  Y
## 6840 EZYV6840 North America            Bachelor's                  Y
## 6841 EZYV6841 South America             Doctorate                  Y
## 6842 EZYV6842          Asia             Doctorate                  Y
## 6843 EZYV6843       Oceania             Doctorate                  Y
## 6844 EZYV6844        Europe            Bachelor's                  N
## 6845 EZYV6845          Asia            Bachelor's                  Y
## 6846 EZYV6846          Asia             Doctorate                  Y
## 6847 EZYV6847          Asia            Bachelor's                  N
## 6848 EZYV6848        Europe              Master's                  N
## 6849 EZYV6849          Asia            Bachelor's                  Y
## 6850 EZYV6850          Asia              Master's                  Y
## 6851 EZYV6851          Asia           High School                  N
## 6852 EZYV6852          Asia              Master's                  N
## 6853 EZYV6853          Asia              Master's                  N
## 6854 EZYV6854          Asia            Bachelor's                  N
## 6855 EZYV6855          Asia              Master's                  N
## 6856 EZYV6856          Asia           High School                  Y
## 6857 EZYV6857        Europe           High School                  Y
## 6858 EZYV6858          Asia              Master's                  Y
## 6859 EZYV6859          Asia            Bachelor's                  N
## 6860 EZYV6860          Asia           High School                  Y
## 6861 EZYV6861          Asia            Bachelor's                  N
## 6862 EZYV6862        Africa            Bachelor's                  Y
## 6863 EZYV6863 North America             Doctorate                  Y
## 6864 EZYV6864          Asia              Master's                  Y
## 6865 EZYV6865          Asia            Bachelor's                  N
## 6866 EZYV6866          Asia            Bachelor's                  N
## 6867 EZYV6867        Europe             Doctorate                  N
## 6868 EZYV6868          Asia             Doctorate                  Y
## 6869 EZYV6869 North America              Master's                  Y
## 6870 EZYV6870          Asia              Master's                  N
## 6871 EZYV6871 South America              Master's                  N
## 6872 EZYV6872          Asia            Bachelor's                  Y
## 6873 EZYV6873          Asia            Bachelor's                  N
## 6874 EZYV6874          Asia              Master's                  N
## 6875 EZYV6875       Oceania            Bachelor's                  N
## 6876 EZYV6876          Asia           High School                  Y
## 6877 EZYV6877        Europe              Master's                  N
## 6878 EZYV6878          Asia              Master's                  Y
## 6879 EZYV6879          Asia           High School                  Y
## 6880 EZYV6880          Asia              Master's                  Y
## 6881 EZYV6881          Asia              Master's                  N
## 6882 EZYV6882        Europe            Bachelor's                  N
## 6883 EZYV6883          Asia           High School                  Y
## 6884 EZYV6884          Asia            Bachelor's                  N
## 6885 EZYV6885        Europe            Bachelor's                  N
## 6886 EZYV6886 North America            Bachelor's                  Y
## 6887 EZYV6887          Asia              Master's                  N
## 6888 EZYV6888 North America            Bachelor's                  Y
## 6889 EZYV6889        Europe             Doctorate                  Y
## 6890 EZYV6890          Asia           High School                  Y
## 6891 EZYV6891        Europe             Doctorate                  Y
## 6892 EZYV6892          Asia              Master's                  Y
## 6893 EZYV6893 North America              Master's                  Y
## 6894 EZYV6894          Asia            Bachelor's                  Y
## 6895 EZYV6895          Asia            Bachelor's                  Y
## 6896 EZYV6896        Africa            Bachelor's                  Y
## 6897 EZYV6897          Asia            Bachelor's                  Y
## 6898 EZYV6898          Asia              Master's                  N
## 6899 EZYV6899          Asia            Bachelor's                  Y
## 6900 EZYV6900 North America            Bachelor's                  Y
## 6901 EZYV6901        Europe            Bachelor's                  Y
## 6902 EZYV6902          Asia              Master's                  Y
## 6903 EZYV6903          Asia            Bachelor's                  Y
## 6904 EZYV6904          Asia            Bachelor's                  N
## 6905 EZYV6905          Asia            Bachelor's                  Y
## 6906 EZYV6906 South America            Bachelor's                  Y
## 6907 EZYV6907 North America             Doctorate                  Y
## 6908 EZYV6908          Asia            Bachelor's                  Y
## 6909 EZYV6909 South America              Master's                  Y
## 6910 EZYV6910          Asia              Master's                  Y
## 6911 EZYV6911 South America            Bachelor's                  N
## 6912 EZYV6912          Asia            Bachelor's                  Y
## 6913 EZYV6913          Asia              Master's                  Y
## 6914 EZYV6914          Asia              Master's                  Y
## 6915 EZYV6915          Asia            Bachelor's                  N
## 6916 EZYV6916        Europe           High School                  Y
## 6917 EZYV6917          Asia            Bachelor's                  Y
## 6918 EZYV6918          Asia            Bachelor's                  Y
## 6919 EZYV6919        Europe           High School                  Y
## 6920 EZYV6920 North America             Doctorate                  N
## 6921 EZYV6921       Oceania           High School                  N
## 6922 EZYV6922        Africa              Master's                  N
## 6923 EZYV6923          Asia            Bachelor's                  Y
## 6924 EZYV6924        Europe            Bachelor's                  N
## 6925 EZYV6925          Asia              Master's                  Y
## 6926 EZYV6926          Asia              Master's                  N
## 6927 EZYV6927          Asia              Master's                  Y
## 6928 EZYV6928          Asia            Bachelor's                  Y
## 6929 EZYV6929        Europe              Master's                  Y
## 6930 EZYV6930          Asia              Master's                  N
## 6931 EZYV6931        Europe             Doctorate                  Y
## 6932 EZYV6932        Europe              Master's                  N
## 6933 EZYV6933 North America              Master's                  Y
## 6934 EZYV6934          Asia              Master's                  N
## 6935 EZYV6935          Asia            Bachelor's                  N
## 6936 EZYV6936          Asia           High School                  Y
## 6937 EZYV6937          Asia            Bachelor's                  Y
## 6938 EZYV6938          Asia              Master's                  N
## 6939 EZYV6939 North America            Bachelor's                  Y
## 6940 EZYV6940          Asia              Master's                  N
## 6941 EZYV6941 South America              Master's                  N
## 6942 EZYV6942          Asia              Master's                  Y
## 6943 EZYV6943          Asia           High School                  N
## 6944 EZYV6944          Asia              Master's                  Y
## 6945 EZYV6945          Asia            Bachelor's                  Y
## 6946 EZYV6946          Asia            Bachelor's                  Y
## 6947 EZYV6947          Asia             Doctorate                  Y
## 6948 EZYV6948          Asia            Bachelor's                  N
## 6949 EZYV6949          Asia            Bachelor's                  Y
## 6950 EZYV6950          Asia              Master's                  Y
## 6951 EZYV6951          Asia             Doctorate                  N
## 6952 EZYV6952          Asia            Bachelor's                  N
## 6953 EZYV6953 South America             Doctorate                  Y
## 6954 EZYV6954       Oceania            Bachelor's                  N
## 6955 EZYV6955          Asia              Master's                  Y
## 6956 EZYV6956          Asia            Bachelor's                  Y
## 6957 EZYV6957          Asia            Bachelor's                  N
## 6958 EZYV6958        Europe              Master's                  Y
## 6959 EZYV6959 North America            Bachelor's                  Y
## 6960 EZYV6960          Asia            Bachelor's                  Y
## 6961 EZYV6961          Asia              Master's                  N
## 6962 EZYV6962          Asia              Master's                  Y
## 6963 EZYV6963        Europe              Master's                  N
## 6964 EZYV6964        Europe              Master's                  N
## 6965 EZYV6965          Asia              Master's                  Y
## 6966 EZYV6966          Asia           High School                  N
## 6967 EZYV6967          Asia              Master's                  Y
## 6968 EZYV6968          Asia           High School                  Y
## 6969 EZYV6969          Asia              Master's                  Y
## 6970 EZYV6970          Asia            Bachelor's                  Y
## 6971 EZYV6971          Asia              Master's                  Y
## 6972 EZYV6972          Asia              Master's                  N
## 6973 EZYV6973          Asia            Bachelor's                  N
## 6974 EZYV6974          Asia           High School                  Y
## 6975 EZYV6975          Asia            Bachelor's                  N
## 6976 EZYV6976          Asia           High School                  N
## 6977 EZYV6977          Asia              Master's                  Y
## 6978 EZYV6978          Asia            Bachelor's                  N
## 6979 EZYV6979          Asia              Master's                  Y
## 6980 EZYV6980        Africa              Master's                  Y
## 6981 EZYV6981          Asia           High School                  Y
## 6982 EZYV6982          Asia            Bachelor's                  Y
## 6983 EZYV6983          Asia             Doctorate                  N
## 6984 EZYV6984 South America              Master's                  Y
## 6985 EZYV6985          Asia            Bachelor's                  Y
## 6986 EZYV6986        Europe             Doctorate                  N
## 6987 EZYV6987          Asia           High School                  Y
## 6988 EZYV6988        Europe            Bachelor's                  Y
## 6989 EZYV6989          Asia              Master's                  N
## 6990 EZYV6990          Asia              Master's                  N
## 6991 EZYV6991          Asia            Bachelor's                  N
## 6992 EZYV6992          Asia              Master's                  N
## 6993 EZYV6993          Asia            Bachelor's                  N
## 6994 EZYV6994          Asia              Master's                  Y
## 6995 EZYV6995        Europe              Master's                  N
## 6996 EZYV6996          Asia              Master's                  Y
## 6997 EZYV6997          Asia            Bachelor's                  Y
## 6998 EZYV6998        Europe            Bachelor's                  Y
## 6999 EZYV6999        Europe              Master's                  Y
## 7000 EZYV7000 South America            Bachelor's                  Y
## 7001 EZYV7001 North America            Bachelor's                  N
## 7002 EZYV7002 North America             Doctorate                  N
## 7003 EZYV7003 North America              Master's                  N
## 7004 EZYV7004          Asia              Master's                  Y
## 7005 EZYV7005          Asia            Bachelor's                  Y
## 7006 EZYV7006          Asia              Master's                  N
## 7007 EZYV7007 North America            Bachelor's                  Y
## 7008 EZYV7008 North America            Bachelor's                  N
## 7009 EZYV7009          Asia            Bachelor's                  N
## 7010 EZYV7010 North America            Bachelor's                  Y
## 7011 EZYV7011          Asia            Bachelor's                  Y
## 7012 EZYV7012 North America              Master's                  N
## 7013 EZYV7013 South America           High School                  N
## 7014 EZYV7014        Europe              Master's                  N
## 7015 EZYV7015          Asia            Bachelor's                  N
## 7016 EZYV7016 North America              Master's                  Y
## 7017 EZYV7017          Asia              Master's                  Y
## 7018 EZYV7018          Asia            Bachelor's                  N
## 7019 EZYV7019          Asia              Master's                  Y
## 7020 EZYV7020          Asia              Master's                  Y
## 7021 EZYV7021          Asia              Master's                  Y
## 7022 EZYV7022 South America            Bachelor's                  Y
## 7023 EZYV7023          Asia            Bachelor's                  N
## 7024 EZYV7024          Asia            Bachelor's                  N
## 7025 EZYV7025          Asia           High School                  N
## 7026 EZYV7026 North America            Bachelor's                  Y
## 7027 EZYV7027          Asia              Master's                  N
## 7028 EZYV7028          Asia           High School                  Y
## 7029 EZYV7029          Asia            Bachelor's                  N
## 7030 EZYV7030          Asia            Bachelor's                  Y
## 7031 EZYV7031          Asia            Bachelor's                  Y
## 7032 EZYV7032          Asia             Doctorate                  N
## 7033 EZYV7033          Asia              Master's                  Y
## 7034 EZYV7034 North America            Bachelor's                  N
## 7035 EZYV7035        Europe           High School                  N
## 7036 EZYV7036          Asia            Bachelor's                  N
## 7037 EZYV7037 North America              Master's                  Y
## 7038 EZYV7038        Africa              Master's                  Y
## 7039 EZYV7039          Asia            Bachelor's                  Y
## 7040 EZYV7040          Asia            Bachelor's                  Y
## 7041 EZYV7041 North America            Bachelor's                  Y
## 7042 EZYV7042          Asia              Master's                  N
## 7043 EZYV7043          Asia            Bachelor's                  N
## 7044 EZYV7044        Europe              Master's                  Y
## 7045 EZYV7045        Europe              Master's                  Y
## 7046 EZYV7046          Asia            Bachelor's                  N
## 7047 EZYV7047        Europe            Bachelor's                  Y
## 7048 EZYV7048        Africa              Master's                  N
## 7049 EZYV7049       Oceania              Master's                  N
## 7050 EZYV7050 South America              Master's                  Y
## 7051 EZYV7051          Asia              Master's                  N
## 7052 EZYV7052          Asia              Master's                  N
## 7053 EZYV7053 South America              Master's                  Y
## 7054 EZYV7054          Asia            Bachelor's                  N
## 7055 EZYV7055          Asia              Master's                  Y
## 7056 EZYV7056          Asia              Master's                  Y
## 7057 EZYV7057          Asia              Master's                  N
## 7058 EZYV7058 North America              Master's                  Y
## 7059 EZYV7059        Europe             Doctorate                  Y
## 7060 EZYV7060        Europe           High School                  N
## 7061 EZYV7061          Asia            Bachelor's                  Y
## 7062 EZYV7062 North America              Master's                  N
## 7063 EZYV7063          Asia              Master's                  Y
## 7064 EZYV7064 South America              Master's                  Y
## 7065 EZYV7065          Asia              Master's                  Y
## 7066 EZYV7066 North America             Doctorate                  N
## 7067 EZYV7067          Asia           High School                  Y
## 7068 EZYV7068          Asia              Master's                  Y
## 7069 EZYV7069          Asia            Bachelor's                  N
## 7070 EZYV7070          Asia              Master's                  Y
## 7071 EZYV7071          Asia            Bachelor's                  Y
## 7072 EZYV7072        Europe            Bachelor's                  N
## 7073 EZYV7073          Asia           High School                  N
## 7074 EZYV7074 South America              Master's                  Y
## 7075 EZYV7075          Asia             Doctorate                  Y
## 7076 EZYV7076          Asia              Master's                  Y
## 7077 EZYV7077 North America            Bachelor's                  N
## 7078 EZYV7078          Asia            Bachelor's                  Y
## 7079 EZYV7079          Asia            Bachelor's                  Y
## 7080 EZYV7080 South America              Master's                  N
## 7081 EZYV7081        Europe              Master's                  Y
## 7082 EZYV7082          Asia             Doctorate                  N
## 7083 EZYV7083          Asia              Master's                  N
## 7084 EZYV7084          Asia            Bachelor's                  Y
## 7085 EZYV7085          Asia            Bachelor's                  Y
## 7086 EZYV7086          Asia            Bachelor's                  N
## 7087 EZYV7087 South America              Master's                  N
## 7088 EZYV7088          Asia            Bachelor's                  N
## 7089 EZYV7089          Asia            Bachelor's                  Y
## 7090 EZYV7090        Europe            Bachelor's                  Y
## 7091 EZYV7091          Asia              Master's                  Y
## 7092 EZYV7092          Asia           High School                  Y
## 7093 EZYV7093        Europe            Bachelor's                  Y
## 7094 EZYV7094        Europe              Master's                  Y
## 7095 EZYV7095        Europe            Bachelor's                  N
## 7096 EZYV7096        Europe              Master's                  Y
## 7097 EZYV7097          Asia           High School                  Y
## 7098 EZYV7098       Oceania              Master's                  Y
## 7099 EZYV7099          Asia              Master's                  Y
## 7100 EZYV7100          Asia             Doctorate                  Y
## 7101 EZYV7101          Asia           High School                  N
## 7102 EZYV7102 North America             Doctorate                  N
## 7103 EZYV7103          Asia            Bachelor's                  N
## 7104 EZYV7104          Asia            Bachelor's                  Y
## 7105 EZYV7105          Asia              Master's                  Y
## 7106 EZYV7106        Europe           High School                  N
## 7107 EZYV7107          Asia            Bachelor's                  N
## 7108 EZYV7108 North America             Doctorate                  Y
## 7109 EZYV7109          Asia              Master's                  Y
## 7110 EZYV7110          Asia             Doctorate                  N
## 7111 EZYV7111          Asia              Master's                  N
## 7112 EZYV7112 South America            Bachelor's                  Y
## 7113 EZYV7113          Asia            Bachelor's                  N
## 7114 EZYV7114          Asia              Master's                  N
## 7115 EZYV7115 North America            Bachelor's                  Y
## 7116 EZYV7116          Asia              Master's                  Y
## 7117 EZYV7117          Asia              Master's                  Y
## 7118 EZYV7118          Asia            Bachelor's                  N
## 7119 EZYV7119          Asia            Bachelor's                  N
## 7120 EZYV7120          Asia            Bachelor's                  Y
## 7121 EZYV7121        Europe             Doctorate                  N
## 7122 EZYV7122          Asia              Master's                  N
## 7123 EZYV7123          Asia            Bachelor's                  Y
## 7124 EZYV7124 North America            Bachelor's                  Y
## 7125 EZYV7125          Asia              Master's                  Y
## 7126 EZYV7126          Asia           High School                  Y
## 7127 EZYV7127 North America              Master's                  Y
## 7128 EZYV7128 North America              Master's                  Y
## 7129 EZYV7129          Asia            Bachelor's                  N
## 7130 EZYV7130          Asia            Bachelor's                  Y
## 7131 EZYV7131          Asia           High School                  N
## 7132 EZYV7132          Asia              Master's                  N
## 7133 EZYV7133          Asia            Bachelor's                  N
## 7134 EZYV7134        Europe            Bachelor's                  Y
## 7135 EZYV7135        Europe             Doctorate                  Y
## 7136 EZYV7136          Asia             Doctorate                  N
## 7137 EZYV7137 North America           High School                  Y
## 7138 EZYV7138          Asia              Master's                  Y
## 7139 EZYV7139          Asia              Master's                  N
## 7140 EZYV7140 North America              Master's                  N
## 7141 EZYV7141          Asia              Master's                  Y
## 7142 EZYV7142          Asia              Master's                  Y
## 7143 EZYV7143          Asia            Bachelor's                  N
## 7144 EZYV7144 North America              Master's                  N
## 7145 EZYV7145          Asia              Master's                  Y
## 7146 EZYV7146          Asia              Master's                  Y
## 7147 EZYV7147          Asia            Bachelor's                  Y
## 7148 EZYV7148        Europe              Master's                  Y
## 7149 EZYV7149 North America              Master's                  Y
## 7150 EZYV7150          Asia            Bachelor's                  N
## 7151 EZYV7151          Asia            Bachelor's                  N
## 7152 EZYV7152          Asia            Bachelor's                  Y
## 7153 EZYV7153          Asia            Bachelor's                  N
## 7154 EZYV7154        Europe              Master's                  Y
## 7155 EZYV7155          Asia              Master's                  Y
## 7156 EZYV7156          Asia              Master's                  Y
## 7157 EZYV7157 South America              Master's                  N
## 7158 EZYV7158          Asia            Bachelor's                  N
## 7159 EZYV7159          Asia            Bachelor's                  Y
## 7160 EZYV7160          Asia           High School                  N
## 7161 EZYV7161          Asia            Bachelor's                  N
## 7162 EZYV7162          Asia            Bachelor's                  Y
## 7163 EZYV7163          Asia              Master's                  Y
## 7164 EZYV7164          Asia            Bachelor's                  N
## 7165 EZYV7165          Asia              Master's                  Y
## 7166 EZYV7166          Asia              Master's                  N
## 7167 EZYV7167        Europe              Master's                  N
## 7168 EZYV7168          Asia           High School                  Y
## 7169 EZYV7169          Asia              Master's                  N
## 7170 EZYV7170          Asia             Doctorate                  N
## 7171 EZYV7171          Asia            Bachelor's                  Y
## 7172 EZYV7172 North America            Bachelor's                  N
## 7173 EZYV7173          Asia            Bachelor's                  N
## 7174 EZYV7174          Asia              Master's                  Y
## 7175 EZYV7175          Asia              Master's                  Y
## 7176 EZYV7176          Asia            Bachelor's                  Y
## 7177 EZYV7177          Asia            Bachelor's                  N
## 7178 EZYV7178        Europe             Doctorate                  Y
## 7179 EZYV7179          Asia              Master's                  N
## 7180 EZYV7180          Asia              Master's                  Y
## 7181 EZYV7181          Asia              Master's                  Y
## 7182 EZYV7182          Asia            Bachelor's                  Y
## 7183 EZYV7183          Asia            Bachelor's                  Y
## 7184 EZYV7184       Oceania              Master's                  N
## 7185 EZYV7185          Asia              Master's                  N
## 7186 EZYV7186          Asia            Bachelor's                  Y
## 7187 EZYV7187          Asia            Bachelor's                  N
## 7188 EZYV7188          Asia              Master's                  N
## 7189 EZYV7189          Asia            Bachelor's                  Y
## 7190 EZYV7190 North America            Bachelor's                  Y
## 7191 EZYV7191          Asia            Bachelor's                  N
## 7192 EZYV7192        Europe              Master's                  Y
## 7193 EZYV7193 North America            Bachelor's                  Y
## 7194 EZYV7194          Asia            Bachelor's                  Y
## 7195 EZYV7195          Asia           High School                  N
## 7196 EZYV7196          Asia            Bachelor's                  Y
## 7197 EZYV7197          Asia              Master's                  Y
## 7198 EZYV7198 South America            Bachelor's                  N
## 7199 EZYV7199          Asia              Master's                  N
## 7200 EZYV7200 North America            Bachelor's                  N
## 7201 EZYV7201          Asia            Bachelor's                  Y
## 7202 EZYV7202 North America              Master's                  N
## 7203 EZYV7203 North America            Bachelor's                  Y
## 7204 EZYV7204          Asia            Bachelor's                  Y
## 7205 EZYV7205          Asia            Bachelor's                  Y
## 7206 EZYV7206          Asia            Bachelor's                  Y
## 7207 EZYV7207          Asia              Master's                  N
## 7208 EZYV7208          Asia            Bachelor's                  Y
## 7209 EZYV7209 North America            Bachelor's                  N
## 7210 EZYV7210 South America            Bachelor's                  N
## 7211 EZYV7211          Asia            Bachelor's                  Y
## 7212 EZYV7212 South America              Master's                  Y
## 7213 EZYV7213          Asia              Master's                  Y
## 7214 EZYV7214          Asia            Bachelor's                  Y
## 7215 EZYV7215          Asia            Bachelor's                  Y
## 7216 EZYV7216 South America              Master's                  N
## 7217 EZYV7217          Asia            Bachelor's                  Y
## 7218 EZYV7218          Asia            Bachelor's                  N
## 7219 EZYV7219 North America              Master's                  N
## 7220 EZYV7220          Asia            Bachelor's                  Y
## 7221 EZYV7221          Asia              Master's                  Y
## 7222 EZYV7222          Asia            Bachelor's                  N
## 7223 EZYV7223          Asia            Bachelor's                  N
## 7224 EZYV7224          Asia              Master's                  Y
## 7225 EZYV7225        Europe             Doctorate                  N
## 7226 EZYV7226          Asia            Bachelor's                  Y
## 7227 EZYV7227          Asia            Bachelor's                  Y
## 7228 EZYV7228 South America             Doctorate                  Y
## 7229 EZYV7229        Europe            Bachelor's                  N
## 7230 EZYV7230        Europe           High School                  Y
## 7231 EZYV7231          Asia           High School                  N
## 7232 EZYV7232          Asia             Doctorate                  Y
## 7233 EZYV7233          Asia              Master's                  Y
## 7234 EZYV7234          Asia            Bachelor's                  Y
## 7235 EZYV7235 North America              Master's                  N
## 7236 EZYV7236          Asia             Doctorate                  Y
## 7237 EZYV7237          Asia              Master's                  Y
## 7238 EZYV7238          Asia              Master's                  N
## 7239 EZYV7239 North America              Master's                  Y
## 7240 EZYV7240          Asia              Master's                  N
## 7241 EZYV7241          Asia              Master's                  N
## 7242 EZYV7242          Asia             Doctorate                  Y
## 7243 EZYV7243          Asia              Master's                  Y
## 7244 EZYV7244 South America            Bachelor's                  N
## 7245 EZYV7245 North America            Bachelor's                  Y
## 7246 EZYV7246          Asia            Bachelor's                  Y
## 7247 EZYV7247          Asia            Bachelor's                  Y
## 7248 EZYV7248          Asia              Master's                  N
## 7249 EZYV7249          Asia             Doctorate                  N
## 7250 EZYV7250          Asia            Bachelor's                  Y
## 7251 EZYV7251          Asia              Master's                  Y
## 7252 EZYV7252          Asia            Bachelor's                  N
## 7253 EZYV7253        Europe            Bachelor's                  Y
## 7254 EZYV7254          Asia           High School                  Y
## 7255 EZYV7255       Oceania            Bachelor's                  N
## 7256 EZYV7256          Asia            Bachelor's                  N
## 7257 EZYV7257 North America           High School                  Y
## 7258 EZYV7258          Asia            Bachelor's                  N
## 7259 EZYV7259          Asia           High School                  N
## 7260 EZYV7260 North America              Master's                  N
## 7261 EZYV7261          Asia              Master's                  Y
## 7262 EZYV7262 North America              Master's                  N
## 7263 EZYV7263          Asia           High School                  N
## 7264 EZYV7264          Asia           High School                  Y
## 7265 EZYV7265          Asia              Master's                  N
## 7266 EZYV7266          Asia            Bachelor's                  Y
## 7267 EZYV7267          Asia            Bachelor's                  Y
## 7268 EZYV7268          Asia              Master's                  Y
## 7269 EZYV7269        Europe             Doctorate                  Y
## 7270 EZYV7270          Asia             Doctorate                  Y
## 7271 EZYV7271          Asia            Bachelor's                  Y
## 7272 EZYV7272        Europe            Bachelor's                  N
## 7273 EZYV7273        Europe            Bachelor's                  Y
## 7274 EZYV7274        Europe            Bachelor's                  N
## 7275 EZYV7275          Asia              Master's                  N
## 7276 EZYV7276        Europe             Doctorate                  Y
## 7277 EZYV7277          Asia           High School                  Y
## 7278 EZYV7278          Asia              Master's                  Y
## 7279 EZYV7279        Europe            Bachelor's                  Y
## 7280 EZYV7280        Europe            Bachelor's                  Y
## 7281 EZYV7281        Europe              Master's                  Y
## 7282 EZYV7282          Asia           High School                  N
## 7283 EZYV7283          Asia             Doctorate                  N
## 7284 EZYV7284          Asia              Master's                  Y
## 7285 EZYV7285          Asia            Bachelor's                  N
## 7286 EZYV7286          Asia            Bachelor's                  Y
## 7287 EZYV7287        Europe           High School                  Y
## 7288 EZYV7288          Asia            Bachelor's                  Y
## 7289 EZYV7289          Asia           High School                  Y
## 7290 EZYV7290          Asia              Master's                  N
## 7291 EZYV7291          Asia           High School                  Y
## 7292 EZYV7292        Europe            Bachelor's                  Y
## 7293 EZYV7293          Asia              Master's                  Y
## 7294 EZYV7294          Asia              Master's                  Y
## 7295 EZYV7295          Asia            Bachelor's                  Y
## 7296 EZYV7296          Asia            Bachelor's                  Y
## 7297 EZYV7297        Europe             Doctorate                  Y
## 7298 EZYV7298 North America            Bachelor's                  N
## 7299 EZYV7299          Asia            Bachelor's                  N
## 7300 EZYV7300 North America            Bachelor's                  Y
## 7301 EZYV7301          Asia            Bachelor's                  Y
## 7302 EZYV7302          Asia              Master's                  Y
## 7303 EZYV7303 North America            Bachelor's                  N
## 7304 EZYV7304        Europe             Doctorate                  Y
## 7305 EZYV7305        Europe              Master's                  Y
## 7306 EZYV7306          Asia           High School                  N
## 7307 EZYV7307 North America             Doctorate                  Y
## 7308 EZYV7308          Asia            Bachelor's                  N
## 7309 EZYV7309          Asia              Master's                  N
## 7310 EZYV7310          Asia              Master's                  Y
## 7311 EZYV7311          Asia              Master's                  N
## 7312 EZYV7312          Asia             Doctorate                  N
## 7313 EZYV7313          Asia             Doctorate                  Y
## 7314 EZYV7314          Asia              Master's                  Y
## 7315 EZYV7315          Asia            Bachelor's                  Y
## 7316 EZYV7316        Europe             Doctorate                  N
## 7317 EZYV7317          Asia             Doctorate                  N
## 7318 EZYV7318 North America           High School                  Y
## 7319 EZYV7319          Asia            Bachelor's                  Y
## 7320 EZYV7320          Asia           High School                  N
## 7321 EZYV7321          Asia              Master's                  Y
## 7322 EZYV7322          Asia              Master's                  N
## 7323 EZYV7323          Asia              Master's                  N
## 7324 EZYV7324 South America            Bachelor's                  Y
## 7325 EZYV7325        Africa              Master's                  N
## 7326 EZYV7326          Asia              Master's                  Y
## 7327 EZYV7327          Asia             Doctorate                  N
## 7328 EZYV7328        Europe            Bachelor's                  N
## 7329 EZYV7329          Asia           High School                  Y
## 7330 EZYV7330          Asia              Master's                  Y
## 7331 EZYV7331          Asia            Bachelor's                  N
## 7332 EZYV7332 North America             Doctorate                  Y
## 7333 EZYV7333        Europe             Doctorate                  N
## 7334 EZYV7334          Asia              Master's                  Y
## 7335 EZYV7335          Asia              Master's                  Y
## 7336 EZYV7336          Asia           High School                  Y
## 7337 EZYV7337 North America              Master's                  Y
## 7338 EZYV7338          Asia            Bachelor's                  Y
## 7339 EZYV7339          Asia            Bachelor's                  Y
## 7340 EZYV7340          Asia            Bachelor's                  N
## 7341 EZYV7341          Asia           High School                  Y
## 7342 EZYV7342        Europe            Bachelor's                  Y
## 7343 EZYV7343          Asia            Bachelor's                  N
## 7344 EZYV7344 North America            Bachelor's                  N
## 7345 EZYV7345          Asia           High School                  Y
## 7346 EZYV7346        Europe             Doctorate                  Y
## 7347 EZYV7347        Europe             Doctorate                  Y
## 7348 EZYV7348          Asia             Doctorate                  Y
## 7349 EZYV7349        Europe              Master's                  N
## 7350 EZYV7350          Asia              Master's                  Y
## 7351 EZYV7351          Asia            Bachelor's                  N
## 7352 EZYV7352          Asia              Master's                  N
## 7353 EZYV7353 North America            Bachelor's                  Y
## 7354 EZYV7354          Asia           High School                  Y
## 7355 EZYV7355          Asia            Bachelor's                  Y
## 7356 EZYV7356          Asia            Bachelor's                  Y
## 7357 EZYV7357          Asia            Bachelor's                  Y
## 7358 EZYV7358          Asia              Master's                  N
## 7359 EZYV7359          Asia            Bachelor's                  N
## 7360 EZYV7360          Asia            Bachelor's                  N
## 7361 EZYV7361          Asia              Master's                  N
## 7362 EZYV7362          Asia             Doctorate                  N
## 7363 EZYV7363        Europe            Bachelor's                  N
## 7364 EZYV7364          Asia            Bachelor's                  N
## 7365 EZYV7365          Asia              Master's                  Y
## 7366 EZYV7366 South America            Bachelor's                  Y
## 7367 EZYV7367          Asia            Bachelor's                  Y
## 7368 EZYV7368          Asia           High School                  N
## 7369 EZYV7369          Asia              Master's                  Y
## 7370 EZYV7370          Asia              Master's                  N
## 7371 EZYV7371       Oceania              Master's                  Y
## 7372 EZYV7372          Asia              Master's                  N
## 7373 EZYV7373          Asia            Bachelor's                  Y
## 7374 EZYV7374          Asia            Bachelor's                  Y
## 7375 EZYV7375          Asia              Master's                  N
## 7376 EZYV7376 North America              Master's                  Y
## 7377 EZYV7377          Asia            Bachelor's                  Y
## 7378 EZYV7378          Asia              Master's                  N
## 7379 EZYV7379          Asia            Bachelor's                  Y
## 7380 EZYV7380          Asia            Bachelor's                  N
## 7381 EZYV7381          Asia            Bachelor's                  Y
## 7382 EZYV7382        Europe            Bachelor's                  N
## 7383 EZYV7383          Asia            Bachelor's                  Y
## 7384 EZYV7384          Asia            Bachelor's                  Y
## 7385 EZYV7385          Asia            Bachelor's                  Y
## 7386 EZYV7386          Asia              Master's                  N
## 7387 EZYV7387          Asia            Bachelor's                  N
## 7388 EZYV7388 North America           High School                  Y
## 7389 EZYV7389          Asia            Bachelor's                  Y
## 7390 EZYV7390        Europe              Master's                  N
## 7391 EZYV7391 South America             Doctorate                  N
## 7392 EZYV7392        Europe             Doctorate                  Y
## 7393 EZYV7393 South America             Doctorate                  N
## 7394 EZYV7394 North America           High School                  Y
## 7395 EZYV7395          Asia              Master's                  Y
## 7396 EZYV7396          Asia              Master's                  Y
## 7397 EZYV7397 North America           High School                  Y
## 7398 EZYV7398          Asia             Doctorate                  Y
## 7399 EZYV7399          Asia              Master's                  N
## 7400 EZYV7400          Asia            Bachelor's                  N
## 7401 EZYV7401          Asia              Master's                  Y
## 7402 EZYV7402        Europe              Master's                  Y
## 7403 EZYV7403          Asia              Master's                  Y
## 7404 EZYV7404          Asia            Bachelor's                  N
## 7405 EZYV7405        Europe             Doctorate                  Y
## 7406 EZYV7406          Asia            Bachelor's                  N
## 7407 EZYV7407          Asia             Doctorate                  N
## 7408 EZYV7408          Asia              Master's                  N
## 7409 EZYV7409          Asia              Master's                  Y
## 7410 EZYV7410          Asia             Doctorate                  Y
## 7411 EZYV7411          Asia            Bachelor's                  Y
## 7412 EZYV7412          Asia            Bachelor's                  N
## 7413 EZYV7413          Asia              Master's                  N
## 7414 EZYV7414          Asia              Master's                  Y
## 7415 EZYV7415          Asia            Bachelor's                  Y
## 7416 EZYV7416          Asia              Master's                  Y
## 7417 EZYV7417 North America            Bachelor's                  Y
## 7418 EZYV7418          Asia              Master's                  Y
## 7419 EZYV7419          Asia           High School                  Y
## 7420 EZYV7420          Asia              Master's                  N
## 7421 EZYV7421 North America            Bachelor's                  Y
## 7422 EZYV7422          Asia              Master's                  Y
## 7423 EZYV7423          Asia            Bachelor's                  Y
## 7424 EZYV7424          Asia           High School                  N
## 7425 EZYV7425          Asia              Master's                  Y
## 7426 EZYV7426          Asia           High School                  N
## 7427 EZYV7427          Asia            Bachelor's                  N
## 7428 EZYV7428          Asia            Bachelor's                  Y
## 7429 EZYV7429          Asia            Bachelor's                  Y
## 7430 EZYV7430 North America             Doctorate                  Y
## 7431 EZYV7431        Africa           High School                  N
## 7432 EZYV7432          Asia            Bachelor's                  Y
## 7433 EZYV7433          Asia            Bachelor's                  N
## 7434 EZYV7434          Asia              Master's                  N
## 7435 EZYV7435          Asia             Doctorate                  Y
## 7436 EZYV7436 North America            Bachelor's                  N
## 7437 EZYV7437          Asia           High School                  N
## 7438 EZYV7438          Asia              Master's                  N
## 7439 EZYV7439          Asia            Bachelor's                  Y
## 7440 EZYV7440          Asia              Master's                  Y
## 7441 EZYV7441          Asia              Master's                  N
## 7442 EZYV7442 North America              Master's                  N
## 7443 EZYV7443          Asia            Bachelor's                  N
## 7444 EZYV7444 North America            Bachelor's                  N
## 7445 EZYV7445          Asia            Bachelor's                  Y
## 7446 EZYV7446        Europe           High School                  Y
## 7447 EZYV7447        Europe              Master's                  N
## 7448 EZYV7448          Asia              Master's                  N
## 7449 EZYV7449          Asia           High School                  Y
## 7450 EZYV7450          Asia            Bachelor's                  Y
## 7451 EZYV7451          Asia            Bachelor's                  Y
## 7452 EZYV7452          Asia            Bachelor's                  N
## 7453 EZYV7453          Asia           High School                  Y
## 7454 EZYV7454          Asia           High School                  Y
## 7455 EZYV7455 North America              Master's                  Y
## 7456 EZYV7456        Europe            Bachelor's                  Y
## 7457 EZYV7457          Asia             Doctorate                  Y
## 7458 EZYV7458          Asia           High School                  Y
## 7459 EZYV7459 North America           High School                  N
## 7460 EZYV7460          Asia             Doctorate                  N
## 7461 EZYV7461          Asia              Master's                  N
## 7462 EZYV7462          Asia            Bachelor's                  Y
## 7463 EZYV7463 North America            Bachelor's                  N
## 7464 EZYV7464          Asia              Master's                  N
## 7465 EZYV7465          Asia            Bachelor's                  Y
## 7466 EZYV7466          Asia              Master's                  N
## 7467 EZYV7467        Europe            Bachelor's                  Y
## 7468 EZYV7468        Europe              Master's                  N
## 7469 EZYV7469          Asia            Bachelor's                  N
## 7470 EZYV7470          Asia            Bachelor's                  Y
## 7471 EZYV7471        Europe             Doctorate                  N
## 7472 EZYV7472        Europe            Bachelor's                  Y
## 7473 EZYV7473          Asia              Master's                  N
## 7474 EZYV7474 South America            Bachelor's                  N
## 7475 EZYV7475          Asia              Master's                  N
## 7476 EZYV7476          Asia            Bachelor's                  N
## 7477 EZYV7477          Asia              Master's                  Y
## 7478 EZYV7478          Asia              Master's                  Y
## 7479 EZYV7479          Asia             Doctorate                  Y
## 7480 EZYV7480 North America              Master's                  N
## 7481 EZYV7481        Europe              Master's                  Y
## 7482 EZYV7482 South America             Doctorate                  N
## 7483 EZYV7483          Asia              Master's                  N
## 7484 EZYV7484          Asia              Master's                  Y
## 7485 EZYV7485          Asia            Bachelor's                  N
## 7486 EZYV7486          Asia              Master's                  N
## 7487 EZYV7487        Europe             Doctorate                  N
## 7488 EZYV7488 South America             Doctorate                  N
## 7489 EZYV7489        Europe             Doctorate                  Y
## 7490 EZYV7490          Asia            Bachelor's                  Y
## 7491 EZYV7491          Asia            Bachelor's                  N
## 7492 EZYV7492          Asia            Bachelor's                  Y
## 7493 EZYV7493          Asia            Bachelor's                  N
## 7494 EZYV7494 North America              Master's                  Y
## 7495 EZYV7495 North America            Bachelor's                  Y
## 7496 EZYV7496        Europe              Master's                  Y
## 7497 EZYV7497        Europe           High School                  Y
## 7498 EZYV7498          Asia              Master's                  N
## 7499 EZYV7499          Asia              Master's                  N
## 7500 EZYV7500        Europe            Bachelor's                  Y
## 7501 EZYV7501          Asia              Master's                  N
## 7502 EZYV7502          Asia            Bachelor's                  Y
## 7503 EZYV7503          Asia           High School                  Y
## 7504 EZYV7504 North America           High School                  N
## 7505 EZYV7505          Asia           High School                  Y
## 7506 EZYV7506 North America            Bachelor's                  N
## 7507 EZYV7507          Asia            Bachelor's                  Y
## 7508 EZYV7508          Asia            Bachelor's                  Y
## 7509 EZYV7509          Asia              Master's                  Y
## 7510 EZYV7510          Asia              Master's                  Y
## 7511 EZYV7511          Asia             Doctorate                  Y
## 7512 EZYV7512          Asia            Bachelor's                  Y
## 7513 EZYV7513          Asia            Bachelor's                  Y
## 7514 EZYV7514          Asia            Bachelor's                  N
## 7515 EZYV7515 South America              Master's                  N
## 7516 EZYV7516          Asia            Bachelor's                  Y
## 7517 EZYV7517          Asia              Master's                  N
## 7518 EZYV7518          Asia              Master's                  N
## 7519 EZYV7519          Asia              Master's                  Y
## 7520 EZYV7520          Asia            Bachelor's                  Y
## 7521 EZYV7521 North America            Bachelor's                  Y
## 7522 EZYV7522 North America              Master's                  N
## 7523 EZYV7523          Asia            Bachelor's                  Y
## 7524 EZYV7524          Asia            Bachelor's                  Y
## 7525 EZYV7525          Asia             Doctorate                  N
## 7526 EZYV7526 North America              Master's                  N
## 7527 EZYV7527 North America            Bachelor's                  Y
## 7528 EZYV7528          Asia              Master's                  Y
## 7529 EZYV7529        Europe            Bachelor's                  N
## 7530 EZYV7530          Asia              Master's                  N
## 7531 EZYV7531 North America            Bachelor's                  N
## 7532 EZYV7532          Asia              Master's                  N
## 7533 EZYV7533          Asia           High School                  N
## 7534 EZYV7534 South America           High School                  N
## 7535 EZYV7535          Asia            Bachelor's                  Y
## 7536 EZYV7536          Asia            Bachelor's                  N
## 7537 EZYV7537          Asia              Master's                  Y
## 7538 EZYV7538          Asia            Bachelor's                  Y
## 7539 EZYV7539          Asia              Master's                  N
## 7540 EZYV7540        Europe            Bachelor's                  N
## 7541 EZYV7541          Asia            Bachelor's                  Y
## 7542 EZYV7542          Asia              Master's                  Y
## 7543 EZYV7543        Europe            Bachelor's                  Y
## 7544 EZYV7544          Asia            Bachelor's                  Y
## 7545 EZYV7545          Asia           High School                  N
## 7546 EZYV7546          Asia              Master's                  N
## 7547 EZYV7547          Asia           High School                  N
## 7548 EZYV7548          Asia            Bachelor's                  Y
## 7549 EZYV7549        Europe            Bachelor's                  Y
## 7550 EZYV7550 North America            Bachelor's                  Y
## 7551 EZYV7551 North America            Bachelor's                  Y
## 7552 EZYV7552        Europe            Bachelor's                  Y
## 7553 EZYV7553          Asia           High School                  N
## 7554 EZYV7554          Asia              Master's                  Y
## 7555 EZYV7555          Asia            Bachelor's                  Y
## 7556 EZYV7556          Asia           High School                  N
## 7557 EZYV7557 North America            Bachelor's                  Y
## 7558 EZYV7558          Asia            Bachelor's                  N
## 7559 EZYV7559 North America            Bachelor's                  N
## 7560 EZYV7560          Asia            Bachelor's                  N
## 7561 EZYV7561          Asia           High School                  Y
## 7562 EZYV7562        Europe            Bachelor's                  N
## 7563 EZYV7563 South America              Master's                  Y
## 7564 EZYV7564        Africa              Master's                  Y
## 7565 EZYV7565          Asia            Bachelor's                  Y
## 7566 EZYV7566          Asia              Master's                  N
## 7567 EZYV7567          Asia           High School                  Y
## 7568 EZYV7568 North America              Master's                  Y
## 7569 EZYV7569          Asia              Master's                  N
## 7570 EZYV7570 North America            Bachelor's                  Y
## 7571 EZYV7571          Asia              Master's                  N
## 7572 EZYV7572        Europe            Bachelor's                  Y
## 7573 EZYV7573 South America              Master's                  Y
## 7574 EZYV7574 North America            Bachelor's                  Y
## 7575 EZYV7575        Europe            Bachelor's                  N
## 7576 EZYV7576          Asia            Bachelor's                  Y
## 7577 EZYV7577          Asia              Master's                  Y
## 7578 EZYV7578          Asia              Master's                  N
## 7579 EZYV7579          Asia           High School                  N
## 7580 EZYV7580        Europe              Master's                  Y
## 7581 EZYV7581          Asia              Master's                  Y
## 7582 EZYV7582          Asia            Bachelor's                  Y
## 7583 EZYV7583          Asia              Master's                  N
## 7584 EZYV7584 South America              Master's                  Y
## 7585 EZYV7585          Asia              Master's                  N
## 7586 EZYV7586 North America              Master's                  Y
## 7587 EZYV7587          Asia              Master's                  N
## 7588 EZYV7588          Asia              Master's                  N
## 7589 EZYV7589          Asia           High School                  Y
## 7590 EZYV7590 North America              Master's                  Y
## 7591 EZYV7591          Asia              Master's                  N
## 7592 EZYV7592          Asia            Bachelor's                  Y
## 7593 EZYV7593          Asia              Master's                  Y
## 7594 EZYV7594        Europe            Bachelor's                  N
## 7595 EZYV7595 North America              Master's                  N
## 7596 EZYV7596          Asia              Master's                  N
## 7597 EZYV7597          Asia              Master's                  N
## 7598 EZYV7598          Asia            Bachelor's                  Y
## 7599 EZYV7599          Asia              Master's                  Y
## 7600 EZYV7600          Asia            Bachelor's                  N
## 7601 EZYV7601          Asia            Bachelor's                  N
## 7602 EZYV7602        Europe              Master's                  N
## 7603 EZYV7603          Asia            Bachelor's                  Y
## 7604 EZYV7604 North America             Doctorate                  N
## 7605 EZYV7605          Asia            Bachelor's                  Y
## 7606 EZYV7606          Asia              Master's                  Y
## 7607 EZYV7607          Asia              Master's                  Y
## 7608 EZYV7608 North America              Master's                  N
## 7609 EZYV7609          Asia            Bachelor's                  Y
## 7610 EZYV7610 North America            Bachelor's                  Y
## 7611 EZYV7611        Europe              Master's                  Y
## 7612 EZYV7612          Asia            Bachelor's                  N
## 7613 EZYV7613        Europe            Bachelor's                  N
## 7614 EZYV7614 South America           High School                  Y
## 7615 EZYV7615        Europe              Master's                  N
## 7616 EZYV7616          Asia             Doctorate                  Y
## 7617 EZYV7617          Asia           High School                  Y
## 7618 EZYV7618          Asia            Bachelor's                  N
## 7619 EZYV7619          Asia            Bachelor's                  N
## 7620 EZYV7620        Africa            Bachelor's                  N
## 7621 EZYV7621          Asia              Master's                  Y
## 7622 EZYV7622          Asia              Master's                  Y
## 7623 EZYV7623          Asia           High School                  Y
## 7624 EZYV7624        Europe              Master's                  N
## 7625 EZYV7625 North America            Bachelor's                  Y
## 7626 EZYV7626 North America              Master's                  Y
## 7627 EZYV7627          Asia            Bachelor's                  Y
## 7628 EZYV7628          Asia              Master's                  Y
## 7629 EZYV7629          Asia           High School                  Y
## 7630 EZYV7630          Asia            Bachelor's                  Y
## 7631 EZYV7631 North America              Master's                  N
## 7632 EZYV7632          Asia              Master's                  Y
## 7633 EZYV7633          Asia            Bachelor's                  Y
## 7634 EZYV7634 North America              Master's                  Y
## 7635 EZYV7635          Asia           High School                  N
## 7636 EZYV7636        Europe              Master's                  Y
## 7637 EZYV7637          Asia            Bachelor's                  N
## 7638 EZYV7638          Asia              Master's                  Y
## 7639 EZYV7639        Europe             Doctorate                  Y
## 7640 EZYV7640          Asia           High School                  N
## 7641 EZYV7641 North America            Bachelor's                  Y
## 7642 EZYV7642          Asia            Bachelor's                  Y
## 7643 EZYV7643          Asia            Bachelor's                  Y
## 7644 EZYV7644          Asia           High School                  Y
## 7645 EZYV7645 South America            Bachelor's                  N
## 7646 EZYV7646          Asia              Master's                  Y
## 7647 EZYV7647        Europe            Bachelor's                  Y
## 7648 EZYV7648        Africa              Master's                  Y
## 7649 EZYV7649          Asia              Master's                  N
## 7650 EZYV7650          Asia           High School                  Y
## 7651 EZYV7651          Asia            Bachelor's                  Y
## 7652 EZYV7652          Asia              Master's                  Y
## 7653 EZYV7653          Asia            Bachelor's                  Y
## 7654 EZYV7654          Asia            Bachelor's                  Y
## 7655 EZYV7655        Europe             Doctorate                  N
## 7656 EZYV7656        Europe              Master's                  Y
## 7657 EZYV7657        Africa              Master's                  Y
## 7658 EZYV7658          Asia            Bachelor's                  N
## 7659 EZYV7659          Asia           High School                  Y
## 7660 EZYV7660          Asia            Bachelor's                  Y
## 7661 EZYV7661 North America              Master's                  Y
## 7662 EZYV7662          Asia             Doctorate                  N
## 7663 EZYV7663          Asia            Bachelor's                  Y
## 7664 EZYV7664        Africa              Master's                  Y
## 7665 EZYV7665        Europe            Bachelor's                  N
## 7666 EZYV7666          Asia            Bachelor's                  N
## 7667 EZYV7667          Asia           High School                  N
## 7668 EZYV7668          Asia            Bachelor's                  N
## 7669 EZYV7669          Asia              Master's                  Y
## 7670 EZYV7670          Asia            Bachelor's                  Y
## 7671 EZYV7671        Europe              Master's                  Y
## 7672 EZYV7672          Asia             Doctorate                  N
## 7673 EZYV7673          Asia              Master's                  N
## 7674 EZYV7674 South America            Bachelor's                  N
## 7675 EZYV7675        Europe           High School                  Y
## 7676 EZYV7676          Asia              Master's                  Y
## 7677 EZYV7677          Asia              Master's                  Y
## 7678 EZYV7678          Asia              Master's                  Y
## 7679 EZYV7679          Asia              Master's                  N
## 7680 EZYV7680          Asia           High School                  Y
## 7681 EZYV7681        Africa           High School                  N
## 7682 EZYV7682 South America           High School                  Y
## 7683 EZYV7683 North America              Master's                  Y
## 7684 EZYV7684 South America            Bachelor's                  Y
## 7685 EZYV7685          Asia           High School                  Y
## 7686 EZYV7686          Asia            Bachelor's                  Y
## 7687 EZYV7687          Asia              Master's                  N
## 7688 EZYV7688          Asia           High School                  Y
## 7689 EZYV7689 North America            Bachelor's                  Y
## 7690 EZYV7690          Asia            Bachelor's                  N
## 7691 EZYV7691          Asia            Bachelor's                  Y
## 7692 EZYV7692          Asia            Bachelor's                  N
## 7693 EZYV7693          Asia              Master's                  N
## 7694 EZYV7694          Asia            Bachelor's                  N
## 7695 EZYV7695          Asia            Bachelor's                  N
## 7696 EZYV7696          Asia           High School                  Y
## 7697 EZYV7697          Asia           High School                  N
## 7698 EZYV7698          Asia           High School                  N
## 7699 EZYV7699 North America              Master's                  Y
## 7700 EZYV7700          Asia              Master's                  Y
## 7701 EZYV7701          Asia            Bachelor's                  Y
## 7702 EZYV7702          Asia            Bachelor's                  Y
## 7703 EZYV7703          Asia           High School                  Y
## 7704 EZYV7704          Asia            Bachelor's                  Y
## 7705 EZYV7705          Asia            Bachelor's                  N
## 7706 EZYV7706          Asia           High School                  Y
## 7707 EZYV7707          Asia            Bachelor's                  N
## 7708 EZYV7708          Asia           High School                  Y
## 7709 EZYV7709          Asia            Bachelor's                  N
## 7710 EZYV7710          Asia             Doctorate                  Y
## 7711 EZYV7711          Asia           High School                  Y
## 7712 EZYV7712        Europe              Master's                  N
## 7713 EZYV7713          Asia              Master's                  N
## 7714 EZYV7714          Asia              Master's                  Y
## 7715 EZYV7715 South America            Bachelor's                  Y
## 7716 EZYV7716          Asia              Master's                  N
## 7717 EZYV7717          Asia           High School                  N
## 7718 EZYV7718 South America            Bachelor's                  Y
## 7719 EZYV7719          Asia            Bachelor's                  Y
## 7720 EZYV7720          Asia            Bachelor's                  N
## 7721 EZYV7721          Asia            Bachelor's                  Y
## 7722 EZYV7722          Asia            Bachelor's                  N
## 7723 EZYV7723          Asia             Doctorate                  N
## 7724 EZYV7724          Asia              Master's                  Y
## 7725 EZYV7725        Europe            Bachelor's                  Y
## 7726 EZYV7726          Asia              Master's                  N
## 7727 EZYV7727          Asia            Bachelor's                  N
## 7728 EZYV7728        Europe            Bachelor's                  Y
## 7729 EZYV7729          Asia           High School                  Y
## 7730 EZYV7730          Asia            Bachelor's                  Y
## 7731 EZYV7731        Europe            Bachelor's                  Y
## 7732 EZYV7732          Asia            Bachelor's                  N
## 7733 EZYV7733        Europe             Doctorate                  N
## 7734 EZYV7734        Europe             Doctorate                  Y
## 7735 EZYV7735 North America            Bachelor's                  N
## 7736 EZYV7736 North America            Bachelor's                  Y
## 7737 EZYV7737          Asia              Master's                  N
## 7738 EZYV7738 South America              Master's                  Y
## 7739 EZYV7739          Asia              Master's                  N
## 7740 EZYV7740          Asia            Bachelor's                  N
## 7741 EZYV7741          Asia            Bachelor's                  Y
## 7742 EZYV7742 North America              Master's                  Y
## 7743 EZYV7743          Asia            Bachelor's                  N
## 7744 EZYV7744 South America              Master's                  Y
## 7745 EZYV7745          Asia              Master's                  Y
## 7746 EZYV7746          Asia            Bachelor's                  Y
## 7747 EZYV7747          Asia            Bachelor's                  N
## 7748 EZYV7748        Europe              Master's                  Y
## 7749 EZYV7749          Asia           High School                  Y
## 7750 EZYV7750          Asia              Master's                  Y
## 7751 EZYV7751 North America              Master's                  N
## 7752 EZYV7752          Asia              Master's                  N
## 7753 EZYV7753          Asia           High School                  Y
## 7754 EZYV7754        Europe            Bachelor's                  Y
## 7755 EZYV7755          Asia           High School                  Y
## 7756 EZYV7756          Asia            Bachelor's                  Y
## 7757 EZYV7757          Asia            Bachelor's                  Y
## 7758 EZYV7758          Asia             Doctorate                  Y
## 7759 EZYV7759          Asia              Master's                  Y
## 7760 EZYV7760          Asia              Master's                  Y
## 7761 EZYV7761          Asia            Bachelor's                  N
## 7762 EZYV7762          Asia              Master's                  N
## 7763 EZYV7763          Asia              Master's                  Y
## 7764 EZYV7764          Asia            Bachelor's                  Y
## 7765 EZYV7765          Asia              Master's                  N
## 7766 EZYV7766          Asia            Bachelor's                  Y
## 7767 EZYV7767        Europe              Master's                  N
## 7768 EZYV7768        Europe              Master's                  Y
## 7769 EZYV7769          Asia              Master's                  Y
## 7770 EZYV7770        Europe              Master's                  Y
## 7771 EZYV7771          Asia            Bachelor's                  N
## 7772 EZYV7772 North America              Master's                  Y
## 7773 EZYV7773 North America            Bachelor's                  Y
## 7774 EZYV7774 North America              Master's                  N
## 7775 EZYV7775 North America            Bachelor's                  N
## 7776 EZYV7776        Europe              Master's                  N
## 7777 EZYV7777        Europe             Doctorate                  N
## 7778 EZYV7778          Asia             Doctorate                  Y
## 7779 EZYV7779          Asia              Master's                  Y
## 7780 EZYV7780 North America              Master's                  Y
## 7781 EZYV7781 North America             Doctorate                  N
## 7782 EZYV7782          Asia              Master's                  N
## 7783 EZYV7783          Asia            Bachelor's                  Y
## 7784 EZYV7784          Asia              Master's                  Y
## 7785 EZYV7785 North America              Master's                  N
## 7786 EZYV7786        Europe           High School                  Y
## 7787 EZYV7787          Asia              Master's                  Y
## 7788 EZYV7788 South America            Bachelor's                  Y
## 7789 EZYV7789 North America              Master's                  N
## 7790 EZYV7790 North America             Doctorate                  N
## 7791 EZYV7791          Asia              Master's                  Y
## 7792 EZYV7792          Asia           High School                  Y
## 7793 EZYV7793          Asia              Master's                  Y
## 7794 EZYV7794        Europe            Bachelor's                  N
## 7795 EZYV7795          Asia              Master's                  N
## 7796 EZYV7796          Asia              Master's                  Y
## 7797 EZYV7797 North America           High School                  Y
## 7798 EZYV7798        Europe             Doctorate                  Y
## 7799 EZYV7799          Asia            Bachelor's                  Y
## 7800 EZYV7800          Asia            Bachelor's                  Y
## 7801 EZYV7801          Asia            Bachelor's                  Y
## 7802 EZYV7802          Asia              Master's                  Y
## 7803 EZYV7803          Asia            Bachelor's                  N
## 7804 EZYV7804          Asia           High School                  Y
## 7805 EZYV7805          Asia              Master's                  N
## 7806 EZYV7806          Asia            Bachelor's                  N
## 7807 EZYV7807          Asia            Bachelor's                  Y
## 7808 EZYV7808          Asia              Master's                  Y
## 7809 EZYV7809          Asia           High School                  N
## 7810 EZYV7810          Asia              Master's                  N
## 7811 EZYV7811          Asia           High School                  N
## 7812 EZYV7812          Asia            Bachelor's                  Y
## 7813 EZYV7813 North America            Bachelor's                  N
## 7814 EZYV7814          Asia              Master's                  Y
## 7815 EZYV7815          Asia            Bachelor's                  Y
## 7816 EZYV7816          Asia           High School                  N
## 7817 EZYV7817        Europe              Master's                  Y
## 7818 EZYV7818          Asia              Master's                  N
## 7819 EZYV7819          Asia              Master's                  N
## 7820 EZYV7820          Asia            Bachelor's                  N
## 7821 EZYV7821          Asia            Bachelor's                  Y
## 7822 EZYV7822          Asia              Master's                  Y
## 7823 EZYV7823          Asia            Bachelor's                  Y
## 7824 EZYV7824       Oceania              Master's                  N
## 7825 EZYV7825          Asia            Bachelor's                  N
## 7826 EZYV7826          Asia            Bachelor's                  Y
## 7827 EZYV7827          Asia            Bachelor's                  N
## 7828 EZYV7828          Asia              Master's                  N
## 7829 EZYV7829          Asia           High School                  Y
## 7830 EZYV7830          Asia              Master's                  N
## 7831 EZYV7831          Asia             Doctorate                  Y
## 7832 EZYV7832          Asia             Doctorate                  N
## 7833 EZYV7833          Asia            Bachelor's                  Y
## 7834 EZYV7834          Asia            Bachelor's                  N
## 7835 EZYV7835 North America              Master's                  N
## 7836 EZYV7836          Asia              Master's                  Y
## 7837 EZYV7837        Europe              Master's                  Y
## 7838 EZYV7838 North America              Master's                  Y
## 7839 EZYV7839          Asia            Bachelor's                  Y
## 7840 EZYV7840        Europe              Master's                  N
## 7841 EZYV7841          Asia              Master's                  Y
## 7842 EZYV7842          Asia           High School                  Y
## 7843 EZYV7843          Asia            Bachelor's                  Y
## 7844 EZYV7844          Asia              Master's                  Y
## 7845 EZYV7845          Asia            Bachelor's                  Y
## 7846 EZYV7846          Asia              Master's                  Y
## 7847 EZYV7847 North America             Doctorate                  Y
## 7848 EZYV7848          Asia              Master's                  Y
## 7849 EZYV7849          Asia            Bachelor's                  N
## 7850 EZYV7850 North America              Master's                  Y
## 7851 EZYV7851        Europe           High School                  Y
## 7852 EZYV7852          Asia              Master's                  N
## 7853 EZYV7853 North America            Bachelor's                  Y
## 7854 EZYV7854          Asia           High School                  Y
## 7855 EZYV7855          Asia              Master's                  Y
## 7856 EZYV7856          Asia            Bachelor's                  N
## 7857 EZYV7857        Europe              Master's                  Y
## 7858 EZYV7858       Oceania            Bachelor's                  Y
## 7859 EZYV7859          Asia           High School                  Y
## 7860 EZYV7860          Asia            Bachelor's                  Y
## 7861 EZYV7861          Asia            Bachelor's                  Y
## 7862 EZYV7862          Asia           High School                  Y
## 7863 EZYV7863          Asia              Master's                  Y
## 7864 EZYV7864          Asia              Master's                  N
## 7865 EZYV7865          Asia            Bachelor's                  N
## 7866 EZYV7866          Asia             Doctorate                  N
## 7867 EZYV7867          Asia            Bachelor's                  Y
## 7868 EZYV7868          Asia            Bachelor's                  N
## 7869 EZYV7869          Asia           High School                  Y
## 7870 EZYV7870          Asia             Doctorate                  Y
## 7871 EZYV7871 North America            Bachelor's                  Y
## 7872 EZYV7872          Asia           High School                  Y
## 7873 EZYV7873 North America            Bachelor's                  Y
## 7874 EZYV7874          Asia              Master's                  N
## 7875 EZYV7875          Asia              Master's                  Y
## 7876 EZYV7876 North America              Master's                  N
## 7877 EZYV7877          Asia           High School                  N
## 7878 EZYV7878          Asia            Bachelor's                  Y
## 7879 EZYV7879          Asia              Master's                  N
## 7880 EZYV7880          Asia           High School                  N
## 7881 EZYV7881          Asia            Bachelor's                  N
## 7882 EZYV7882       Oceania            Bachelor's                  N
## 7883 EZYV7883          Asia              Master's                  Y
## 7884 EZYV7884        Europe            Bachelor's                  N
## 7885 EZYV7885          Asia            Bachelor's                  Y
## 7886 EZYV7886        Europe              Master's                  Y
## 7887 EZYV7887        Europe             Doctorate                  Y
## 7888 EZYV7888          Asia             Doctorate                  Y
## 7889 EZYV7889        Europe              Master's                  Y
## 7890 EZYV7890          Asia              Master's                  Y
## 7891 EZYV7891          Asia           High School                  Y
## 7892 EZYV7892 North America              Master's                  Y
## 7893 EZYV7893        Europe            Bachelor's                  N
## 7894 EZYV7894          Asia            Bachelor's                  N
## 7895 EZYV7895          Asia            Bachelor's                  N
## 7896 EZYV7896          Asia              Master's                  N
## 7897 EZYV7897          Asia              Master's                  Y
## 7898 EZYV7898          Asia             Doctorate                  N
## 7899 EZYV7899          Asia            Bachelor's                  N
## 7900 EZYV7900        Europe           High School                  N
## 7901 EZYV7901        Europe            Bachelor's                  Y
## 7902 EZYV7902          Asia              Master's                  Y
## 7903 EZYV7903          Asia            Bachelor's                  Y
## 7904 EZYV7904          Asia           High School                  N
## 7905 EZYV7905          Asia              Master's                  N
## 7906 EZYV7906          Asia            Bachelor's                  N
## 7907 EZYV7907        Europe            Bachelor's                  Y
## 7908 EZYV7908 North America              Master's                  N
## 7909 EZYV7909          Asia           High School                  N
## 7910 EZYV7910 South America           High School                  N
## 7911 EZYV7911          Asia            Bachelor's                  Y
## 7912 EZYV7912 North America              Master's                  N
## 7913 EZYV7913          Asia            Bachelor's                  N
## 7914 EZYV7914          Asia           High School                  Y
## 7915 EZYV7915          Asia            Bachelor's                  N
## 7916 EZYV7916          Asia              Master's                  Y
## 7917 EZYV7917          Asia            Bachelor's                  Y
## 7918 EZYV7918          Asia            Bachelor's                  N
## 7919 EZYV7919        Europe            Bachelor's                  Y
## 7920 EZYV7920 North America             Doctorate                  Y
## 7921 EZYV7921          Asia            Bachelor's                  Y
## 7922 EZYV7922          Asia            Bachelor's                  Y
## 7923 EZYV7923          Asia              Master's                  Y
## 7924 EZYV7924 South America              Master's                  N
## 7925 EZYV7925        Europe            Bachelor's                  Y
## 7926 EZYV7926 North America              Master's                  Y
## 7927 EZYV7927          Asia            Bachelor's                  Y
## 7928 EZYV7928          Asia              Master's                  Y
## 7929 EZYV7929          Asia             Doctorate                  N
## 7930 EZYV7930        Europe            Bachelor's                  Y
## 7931 EZYV7931 North America              Master's                  Y
## 7932 EZYV7932          Asia              Master's                  N
## 7933 EZYV7933          Asia            Bachelor's                  Y
## 7934 EZYV7934          Asia            Bachelor's                  N
## 7935 EZYV7935          Asia            Bachelor's                  N
## 7936 EZYV7936        Europe           High School                  Y
## 7937 EZYV7937          Asia              Master's                  N
## 7938 EZYV7938        Europe              Master's                  Y
## 7939 EZYV7939          Asia            Bachelor's                  Y
## 7940 EZYV7940 South America            Bachelor's                  N
## 7941 EZYV7941 North America            Bachelor's                  N
## 7942 EZYV7942          Asia              Master's                  N
## 7943 EZYV7943          Asia            Bachelor's                  N
## 7944 EZYV7944          Asia            Bachelor's                  N
## 7945 EZYV7945          Asia             Doctorate                  Y
## 7946 EZYV7946        Europe              Master's                  Y
## 7947 EZYV7947          Asia             Doctorate                  Y
## 7948 EZYV7948          Asia            Bachelor's                  Y
## 7949 EZYV7949          Asia              Master's                  N
## 7950 EZYV7950 North America              Master's                  Y
## 7951 EZYV7951          Asia              Master's                  N
## 7952 EZYV7952          Asia            Bachelor's                  Y
## 7953 EZYV7953          Asia            Bachelor's                  N
## 7954 EZYV7954          Asia            Bachelor's                  N
## 7955 EZYV7955        Europe            Bachelor's                  Y
## 7956 EZYV7956          Asia              Master's                  Y
## 7957 EZYV7957        Africa            Bachelor's                  N
## 7958 EZYV7958          Asia            Bachelor's                  Y
## 7959 EZYV7959          Asia              Master's                  Y
## 7960 EZYV7960          Asia           High School                  N
## 7961 EZYV7961          Asia              Master's                  Y
## 7962 EZYV7962          Asia              Master's                  Y
## 7963 EZYV7963          Asia            Bachelor's                  Y
## 7964 EZYV7964        Africa              Master's                  Y
## 7965 EZYV7965          Asia            Bachelor's                  Y
## 7966 EZYV7966          Asia           High School                  Y
## 7967 EZYV7967        Europe             Doctorate                  N
## 7968 EZYV7968          Asia             Doctorate                  Y
## 7969 EZYV7969          Asia            Bachelor's                  N
## 7970 EZYV7970          Asia            Bachelor's                  Y
## 7971 EZYV7971 North America            Bachelor's                  Y
## 7972 EZYV7972          Asia           High School                  Y
## 7973 EZYV7973          Asia            Bachelor's                  Y
## 7974 EZYV7974          Asia           High School                  N
## 7975 EZYV7975          Asia            Bachelor's                  Y
## 7976 EZYV7976        Europe             Doctorate                  N
## 7977 EZYV7977        Europe           High School                  N
## 7978 EZYV7978        Europe             Doctorate                  N
## 7979 EZYV7979 North America           High School                  Y
## 7980 EZYV7980          Asia            Bachelor's                  Y
## 7981 EZYV7981          Asia             Doctorate                  N
## 7982 EZYV7982          Asia              Master's                  Y
## 7983 EZYV7983          Asia              Master's                  N
## 7984 EZYV7984          Asia              Master's                  Y
## 7985 EZYV7985          Asia           High School                  Y
## 7986 EZYV7986          Asia            Bachelor's                  N
## 7987 EZYV7987          Asia              Master's                  Y
## 7988 EZYV7988        Europe             Doctorate                  Y
## 7989 EZYV7989 North America            Bachelor's                  N
## 7990 EZYV7990 North America              Master's                  Y
## 7991 EZYV7991 North America            Bachelor's                  N
## 7992 EZYV7992        Europe           High School                  N
## 7993 EZYV7993        Europe             Doctorate                  Y
## 7994 EZYV7994          Asia            Bachelor's                  N
## 7995 EZYV7995 North America              Master's                  N
## 7996 EZYV7996          Asia              Master's                  Y
## 7997 EZYV7997          Asia            Bachelor's                  Y
## 7998 EZYV7998          Asia            Bachelor's                  Y
## 7999 EZYV7999 North America              Master's                  N
## 8000 EZYV8000        Europe            Bachelor's                  Y
## 8001 EZYV8001 South America            Bachelor's                  N
## 8002 EZYV8002          Asia              Master's                  Y
## 8003 EZYV8003          Asia              Master's                  N
## 8004 EZYV8004          Asia              Master's                  Y
## 8005 EZYV8005          Asia            Bachelor's                  N
## 8006 EZYV8006          Asia             Doctorate                  N
## 8007 EZYV8007        Europe            Bachelor's                  N
## 8008 EZYV8008        Europe            Bachelor's                  Y
## 8009 EZYV8009 North America              Master's                  N
## 8010 EZYV8010          Asia           High School                  Y
## 8011 EZYV8011          Asia            Bachelor's                  Y
## 8012 EZYV8012          Asia            Bachelor's                  N
## 8013 EZYV8013          Asia            Bachelor's                  N
## 8014 EZYV8014          Asia            Bachelor's                  N
## 8015 EZYV8015          Asia              Master's                  Y
## 8016 EZYV8016          Asia             Doctorate                  N
## 8017 EZYV8017        Europe              Master's                  Y
## 8018 EZYV8018          Asia            Bachelor's                  Y
## 8019 EZYV8019          Asia              Master's                  N
## 8020 EZYV8020          Asia              Master's                  Y
## 8021 EZYV8021          Asia              Master's                  Y
## 8022 EZYV8022        Europe             Doctorate                  N
## 8023 EZYV8023          Asia           High School                  Y
## 8024 EZYV8024          Asia            Bachelor's                  N
## 8025 EZYV8025          Asia              Master's                  Y
## 8026 EZYV8026          Asia              Master's                  Y
## 8027 EZYV8027        Europe            Bachelor's                  N
## 8028 EZYV8028          Asia              Master's                  N
## 8029 EZYV8029          Asia              Master's                  N
## 8030 EZYV8030          Asia              Master's                  Y
## 8031 EZYV8031       Oceania            Bachelor's                  N
## 8032 EZYV8032        Europe             Doctorate                  N
## 8033 EZYV8033          Asia            Bachelor's                  N
## 8034 EZYV8034          Asia            Bachelor's                  N
## 8035 EZYV8035          Asia            Bachelor's                  Y
## 8036 EZYV8036          Asia              Master's                  Y
## 8037 EZYV8037        Africa            Bachelor's                  Y
## 8038 EZYV8038          Asia            Bachelor's                  Y
## 8039 EZYV8039       Oceania           High School                  Y
## 8040 EZYV8040 North America              Master's                  Y
## 8041 EZYV8041          Asia              Master's                  N
## 8042 EZYV8042          Asia            Bachelor's                  Y
## 8043 EZYV8043          Asia            Bachelor's                  N
## 8044 EZYV8044          Asia            Bachelor's                  N
## 8045 EZYV8045          Asia           High School                  Y
## 8046 EZYV8046          Asia            Bachelor's                  N
## 8047 EZYV8047          Asia            Bachelor's                  Y
## 8048 EZYV8048          Asia              Master's                  N
## 8049 EZYV8049          Asia            Bachelor's                  Y
## 8050 EZYV8050          Asia            Bachelor's                  Y
## 8051 EZYV8051        Europe              Master's                  Y
## 8052 EZYV8052          Asia            Bachelor's                  Y
## 8053 EZYV8053        Europe             Doctorate                  Y
## 8054 EZYV8054          Asia              Master's                  Y
## 8055 EZYV8055        Europe           High School                  Y
## 8056 EZYV8056        Europe            Bachelor's                  N
## 8057 EZYV8057          Asia              Master's                  N
## 8058 EZYV8058          Asia              Master's                  N
## 8059 EZYV8059          Asia            Bachelor's                  N
## 8060 EZYV8060          Asia           High School                  Y
## 8061 EZYV8061          Asia              Master's                  Y
## 8062 EZYV8062          Asia              Master's                  Y
## 8063 EZYV8063          Asia           High School                  Y
## 8064 EZYV8064          Asia            Bachelor's                  N
## 8065 EZYV8065          Asia           High School                  Y
## 8066 EZYV8066          Asia           High School                  Y
## 8067 EZYV8067          Asia            Bachelor's                  Y
## 8068 EZYV8068        Europe              Master's                  N
## 8069 EZYV8069          Asia            Bachelor's                  Y
## 8070 EZYV8070          Asia              Master's                  N
## 8071 EZYV8071          Asia              Master's                  Y
## 8072 EZYV8072        Europe             Doctorate                  N
## 8073 EZYV8073          Asia            Bachelor's                  Y
## 8074 EZYV8074        Europe              Master's                  N
## 8075 EZYV8075 North America              Master's                  Y
## 8076 EZYV8076        Africa             Doctorate                  N
## 8077 EZYV8077          Asia              Master's                  Y
## 8078 EZYV8078          Asia            Bachelor's                  Y
## 8079 EZYV8079        Europe             Doctorate                  N
## 8080 EZYV8080          Asia              Master's                  N
## 8081 EZYV8081          Asia              Master's                  Y
## 8082 EZYV8082          Asia              Master's                  Y
## 8083 EZYV8083        Europe              Master's                  Y
## 8084 EZYV8084          Asia            Bachelor's                  N
## 8085 EZYV8085        Europe           High School                  N
## 8086 EZYV8086          Asia            Bachelor's                  Y
## 8087 EZYV8087 North America              Master's                  N
## 8088 EZYV8088        Europe              Master's                  Y
## 8089 EZYV8089          Asia              Master's                  N
## 8090 EZYV8090          Asia           High School                  Y
## 8091 EZYV8091 North America            Bachelor's                  Y
## 8092 EZYV8092          Asia              Master's                  Y
## 8093 EZYV8093 North America            Bachelor's                  N
## 8094 EZYV8094        Europe              Master's                  Y
## 8095 EZYV8095 North America            Bachelor's                  N
## 8096 EZYV8096          Asia           High School                  Y
## 8097 EZYV8097 North America              Master's                  Y
## 8098 EZYV8098 North America              Master's                  Y
## 8099 EZYV8099          Asia             Doctorate                  N
## 8100 EZYV8100        Europe              Master's                  N
## 8101 EZYV8101 North America            Bachelor's                  Y
## 8102 EZYV8102          Asia            Bachelor's                  Y
## 8103 EZYV8103          Asia              Master's                  N
## 8104 EZYV8104          Asia           High School                  Y
## 8105 EZYV8105          Asia            Bachelor's                  Y
## 8106 EZYV8106          Asia            Bachelor's                  Y
## 8107 EZYV8107          Asia            Bachelor's                  N
## 8108 EZYV8108 North America           High School                  Y
## 8109 EZYV8109          Asia              Master's                  Y
## 8110 EZYV8110          Asia              Master's                  Y
## 8111 EZYV8111 North America              Master's                  N
## 8112 EZYV8112          Asia              Master's                  N
## 8113 EZYV8113          Asia            Bachelor's                  Y
## 8114 EZYV8114          Asia           High School                  Y
## 8115 EZYV8115          Asia              Master's                  Y
## 8116 EZYV8116          Asia           High School                  N
## 8117 EZYV8117          Asia              Master's                  Y
## 8118 EZYV8118          Asia            Bachelor's                  Y
## 8119 EZYV8119          Asia            Bachelor's                  Y
## 8120 EZYV8120          Asia              Master's                  N
## 8121 EZYV8121        Europe             Doctorate                  Y
## 8122 EZYV8122          Asia             Doctorate                  N
## 8123 EZYV8123        Europe              Master's                  Y
## 8124 EZYV8124        Africa           High School                  Y
## 8125 EZYV8125          Asia            Bachelor's                  N
## 8126 EZYV8126        Europe            Bachelor's                  Y
## 8127 EZYV8127          Asia            Bachelor's                  Y
## 8128 EZYV8128        Europe            Bachelor's                  N
## 8129 EZYV8129 North America            Bachelor's                  Y
## 8130 EZYV8130          Asia            Bachelor's                  Y
## 8131 EZYV8131 North America              Master's                  N
## 8132 EZYV8132          Asia            Bachelor's                  Y
## 8133 EZYV8133          Asia            Bachelor's                  N
## 8134 EZYV8134          Asia              Master's                  N
## 8135 EZYV8135          Asia           High School                  Y
## 8136 EZYV8136          Asia              Master's                  Y
## 8137 EZYV8137          Asia              Master's                  Y
## 8138 EZYV8138 North America              Master's                  N
## 8139 EZYV8139          Asia            Bachelor's                  N
## 8140 EZYV8140          Asia            Bachelor's                  Y
## 8141 EZYV8141          Asia             Doctorate                  Y
## 8142 EZYV8142          Asia              Master's                  Y
## 8143 EZYV8143          Asia            Bachelor's                  N
## 8144 EZYV8144 North America              Master's                  N
## 8145 EZYV8145          Asia            Bachelor's                  Y
## 8146 EZYV8146 North America              Master's                  Y
## 8147 EZYV8147 North America              Master's                  N
## 8148 EZYV8148 North America              Master's                  Y
## 8149 EZYV8149          Asia            Bachelor's                  Y
## 8150 EZYV8150        Africa            Bachelor's                  Y
## 8151 EZYV8151 North America            Bachelor's                  Y
## 8152 EZYV8152          Asia              Master's                  N
## 8153 EZYV8153          Asia            Bachelor's                  Y
## 8154 EZYV8154          Asia              Master's                  N
## 8155 EZYV8155       Oceania              Master's                  N
## 8156 EZYV8156          Asia              Master's                  N
## 8157 EZYV8157        Europe              Master's                  Y
## 8158 EZYV8158        Europe              Master's                  N
## 8159 EZYV8159 North America              Master's                  N
## 8160 EZYV8160          Asia            Bachelor's                  Y
## 8161 EZYV8161        Europe              Master's                  Y
## 8162 EZYV8162          Asia             Doctorate                  Y
## 8163 EZYV8163 North America              Master's                  Y
## 8164 EZYV8164          Asia              Master's                  Y
## 8165 EZYV8165          Asia            Bachelor's                  N
## 8166 EZYV8166 North America             Doctorate                  Y
## 8167 EZYV8167          Asia            Bachelor's                  N
## 8168 EZYV8168          Asia              Master's                  N
## 8169 EZYV8169          Asia              Master's                  N
## 8170 EZYV8170        Europe              Master's                  N
## 8171 EZYV8171          Asia              Master's                  N
## 8172 EZYV8172          Asia            Bachelor's                  Y
## 8173 EZYV8173          Asia            Bachelor's                  N
## 8174 EZYV8174          Asia            Bachelor's                  Y
## 8175 EZYV8175        Europe            Bachelor's                  N
## 8176 EZYV8176          Asia              Master's                  Y
## 8177 EZYV8177          Asia            Bachelor's                  N
## 8178 EZYV8178        Europe              Master's                  N
## 8179 EZYV8179          Asia              Master's                  N
## 8180 EZYV8180          Asia              Master's                  Y
## 8181 EZYV8181          Asia           High School                  Y
## 8182 EZYV8182          Asia              Master's                  Y
## 8183 EZYV8183          Asia              Master's                  Y
## 8184 EZYV8184          Asia            Bachelor's                  N
## 8185 EZYV8185 North America              Master's                  N
## 8186 EZYV8186          Asia             Doctorate                  N
## 8187 EZYV8187          Asia            Bachelor's                  Y
## 8188 EZYV8188 North America             Doctorate                  Y
## 8189 EZYV8189          Asia            Bachelor's                  Y
## 8190 EZYV8190          Asia            Bachelor's                  Y
## 8191 EZYV8191          Asia              Master's                  Y
## 8192 EZYV8192          Asia              Master's                  Y
## 8193 EZYV8193          Asia            Bachelor's                  N
## 8194 EZYV8194          Asia            Bachelor's                  Y
## 8195 EZYV8195          Asia            Bachelor's                  N
## 8196 EZYV8196          Asia              Master's                  Y
## 8197 EZYV8197          Asia              Master's                  N
## 8198 EZYV8198 North America              Master's                  N
## 8199 EZYV8199       Oceania           High School                  Y
## 8200 EZYV8200          Asia              Master's                  Y
## 8201 EZYV8201          Asia            Bachelor's                  Y
## 8202 EZYV8202        Africa           High School                  N
## 8203 EZYV8203 South America             Doctorate                  Y
## 8204 EZYV8204          Asia           High School                  N
## 8205 EZYV8205          Asia           High School                  Y
## 8206 EZYV8206 North America           High School                  Y
## 8207 EZYV8207          Asia              Master's                  Y
## 8208 EZYV8208 North America           High School                  Y
## 8209 EZYV8209          Asia           High School                  N
## 8210 EZYV8210          Asia            Bachelor's                  Y
## 8211 EZYV8211 North America           High School                  Y
## 8212 EZYV8212        Europe             Doctorate                  N
## 8213 EZYV8213          Asia            Bachelor's                  N
## 8214 EZYV8214 South America              Master's                  Y
## 8215 EZYV8215        Europe            Bachelor's                  Y
## 8216 EZYV8216          Asia           High School                  Y
## 8217 EZYV8217          Asia              Master's                  N
## 8218 EZYV8218          Asia            Bachelor's                  Y
## 8219 EZYV8219          Asia              Master's                  Y
## 8220 EZYV8220          Asia              Master's                  Y
## 8221 EZYV8221          Asia              Master's                  Y
## 8222 EZYV8222          Asia             Doctorate                  Y
## 8223 EZYV8223          Asia            Bachelor's                  Y
## 8224 EZYV8224          Asia              Master's                  N
## 8225 EZYV8225          Asia            Bachelor's                  N
## 8226 EZYV8226          Asia            Bachelor's                  Y
## 8227 EZYV8227        Africa              Master's                  N
## 8228 EZYV8228        Europe              Master's                  Y
## 8229 EZYV8229          Asia            Bachelor's                  Y
## 8230 EZYV8230 North America              Master's                  Y
## 8231 EZYV8231          Asia              Master's                  N
## 8232 EZYV8232          Asia            Bachelor's                  Y
## 8233 EZYV8233        Europe            Bachelor's                  Y
## 8234 EZYV8234 South America            Bachelor's                  Y
## 8235 EZYV8235          Asia            Bachelor's                  Y
## 8236 EZYV8236          Asia              Master's                  Y
## 8237 EZYV8237        Europe             Doctorate                  N
## 8238 EZYV8238          Asia              Master's                  Y
## 8239 EZYV8239          Asia              Master's                  Y
## 8240 EZYV8240          Asia              Master's                  Y
## 8241 EZYV8241 South America              Master's                  Y
## 8242 EZYV8242          Asia              Master's                  Y
## 8243 EZYV8243          Asia              Master's                  N
## 8244 EZYV8244          Asia            Bachelor's                  Y
## 8245 EZYV8245          Asia            Bachelor's                  N
## 8246 EZYV8246          Asia              Master's                  N
## 8247 EZYV8247          Asia            Bachelor's                  Y
## 8248 EZYV8248        Europe            Bachelor's                  Y
## 8249 EZYV8249          Asia              Master's                  N
## 8250 EZYV8250          Asia              Master's                  Y
## 8251 EZYV8251          Asia             Doctorate                  Y
## 8252 EZYV8252          Asia           High School                  Y
## 8253 EZYV8253          Asia             Doctorate                  Y
## 8254 EZYV8254          Asia            Bachelor's                  N
## 8255 EZYV8255          Asia              Master's                  N
## 8256 EZYV8256          Asia              Master's                  Y
## 8257 EZYV8257 North America            Bachelor's                  Y
## 8258 EZYV8258          Asia              Master's                  Y
## 8259 EZYV8259          Asia           High School                  Y
## 8260 EZYV8260          Asia              Master's                  Y
## 8261 EZYV8261          Asia            Bachelor's                  Y
## 8262 EZYV8262          Asia           High School                  Y
## 8263 EZYV8263          Asia              Master's                  Y
## 8264 EZYV8264          Asia              Master's                  N
## 8265 EZYV8265          Asia              Master's                  Y
## 8266 EZYV8266          Asia              Master's                  N
## 8267 EZYV8267          Asia              Master's                  Y
## 8268 EZYV8268          Asia            Bachelor's                  Y
## 8269 EZYV8269          Asia              Master's                  Y
## 8270 EZYV8270          Asia            Bachelor's                  Y
## 8271 EZYV8271          Asia            Bachelor's                  Y
## 8272 EZYV8272 North America              Master's                  Y
## 8273 EZYV8273 South America              Master's                  Y
## 8274 EZYV8274        Europe           High School                  Y
## 8275 EZYV8275 North America            Bachelor's                  Y
## 8276 EZYV8276          Asia              Master's                  Y
## 8277 EZYV8277          Asia           High School                  Y
## 8278 EZYV8278          Asia              Master's                  Y
## 8279 EZYV8279          Asia              Master's                  Y
## 8280 EZYV8280          Asia            Bachelor's                  Y
## 8281 EZYV8281        Europe             Doctorate                  Y
## 8282 EZYV8282          Asia            Bachelor's                  Y
## 8283 EZYV8283          Asia            Bachelor's                  N
## 8284 EZYV8284        Europe              Master's                  Y
## 8285 EZYV8285        Europe             Doctorate                  N
## 8286 EZYV8286          Asia              Master's                  N
## 8287 EZYV8287        Europe             Doctorate                  N
## 8288 EZYV8288        Europe           High School                  Y
## 8289 EZYV8289        Europe            Bachelor's                  N
## 8290 EZYV8290          Asia            Bachelor's                  Y
## 8291 EZYV8291        Europe             Doctorate                  Y
## 8292 EZYV8292          Asia              Master's                  N
## 8293 EZYV8293          Asia           High School                  N
## 8294 EZYV8294          Asia              Master's                  Y
## 8295 EZYV8295          Asia            Bachelor's                  Y
## 8296 EZYV8296          Asia              Master's                  N
## 8297 EZYV8297          Asia            Bachelor's                  Y
## 8298 EZYV8298        Europe              Master's                  Y
## 8299 EZYV8299          Asia              Master's                  Y
## 8300 EZYV8300        Europe            Bachelor's                  N
## 8301 EZYV8301          Asia              Master's                  Y
## 8302 EZYV8302          Asia              Master's                  N
## 8303 EZYV8303          Asia           High School                  Y
## 8304 EZYV8304        Europe              Master's                  Y
## 8305 EZYV8305 North America              Master's                  N
## 8306 EZYV8306        Europe            Bachelor's                  N
## 8307 EZYV8307          Asia            Bachelor's                  N
## 8308 EZYV8308        Europe             Doctorate                  N
## 8309 EZYV8309          Asia             Doctorate                  Y
## 8310 EZYV8310        Europe             Doctorate                  Y
## 8311 EZYV8311        Europe            Bachelor's                  N
## 8312 EZYV8312          Asia              Master's                  Y
## 8313 EZYV8313 North America              Master's                  Y
## 8314 EZYV8314        Europe           High School                  N
## 8315 EZYV8315          Asia            Bachelor's                  Y
## 8316 EZYV8316          Asia            Bachelor's                  Y
## 8317 EZYV8317          Asia           High School                  N
## 8318 EZYV8318          Asia           High School                  Y
## 8319 EZYV8319          Asia           High School                  N
## 8320 EZYV8320 South America              Master's                  Y
## 8321 EZYV8321          Asia             Doctorate                  N
## 8322 EZYV8322          Asia            Bachelor's                  Y
## 8323 EZYV8323          Asia            Bachelor's                  Y
## 8324 EZYV8324          Asia           High School                  Y
## 8325 EZYV8325       Oceania           High School                  Y
## 8326 EZYV8326          Asia              Master's                  Y
## 8327 EZYV8327          Asia            Bachelor's                  N
## 8328 EZYV8328 North America            Bachelor's                  Y
## 8329 EZYV8329          Asia            Bachelor's                  Y
## 8330 EZYV8330        Africa             Doctorate                  Y
## 8331 EZYV8331          Asia              Master's                  N
## 8332 EZYV8332          Asia              Master's                  Y
## 8333 EZYV8333          Asia              Master's                  Y
##      requires_job_training no_of_employees yr_of_estab region_of_employment
## 1                        N           14513        2007                 West
## 2                        N            2412        2002            Northeast
## 3                        Y           44444        2008                 West
## 4                        N              98        1897                 West
## 5                        N            1082        2005                South
## 6                        N            2339        2012                South
## 7                        N            4985        1994                South
## 8                        N            3035        1924                 West
## 9                        N            4810        2012              Midwest
## 10                       N            2251        1995                South
## 11                       N            2465        2004              Midwest
## 12                       N            4069        2005            Northeast
## 13                       N          123876        1963            Northeast
## 14                       N            1652        2007              Midwest
## 15                       Y           15756        2006                South
## 16                       N            4897        1987                 West
## 17                       N           76638        1991              Midwest
## 18                       N            2747        2001                 West
## 19                       N            4743        2004              Midwest
## 20                       N             843        1972              Midwest
## 21                       N             880        2008                 West
## 22                       N            1706        2013              Midwest
## 23                       N            2878        1968                 West
## 24                       N            1517        1884              Midwest
## 25                       N             241        1981              Midwest
## 26                       N            1100        1997              Midwest
## 27                       N             756        1995                South
## 28                       Y            2889        2005                South
## 29                       N              18        2004            Northeast
## 30                       N             758        2009            Northeast
## 31                       N            1408        1998              Midwest
## 32                       N             995        1880                South
## 33                       N            2415        1963              Midwest
## 34                       N            2395        2000                South
## 35                       N            1809        2010                South
## 36                       N            5512        2001            Northeast
## 37                       N            2520        1981                 West
## 38                       Y              44        1965                South
## 39                       Y            2206        1909            Northeast
## 40                       N            3729        2007              Midwest
## 41                       N            3723        2011                 West
## 42                       N            1209        1989            Northeast
## 43                       N           19770        2005                 West
## 44                       N            2582        1989                South
## 45                       N            5407        1998                 West
## 46                       Y            2092        1998                South
## 47                       N            2623        2008                South
## 48                       N             226        1991              Midwest
## 49                       N            2405        1933                South
## 50                       Y            2171        1960            Northeast
## 51                       N             746        1991              Midwest
## 52                       N            3129        2003              Midwest
## 53                       N            1647        1998              Midwest
## 54                       N            2438        1976              Midwest
## 55                       N           11733        1995            Northeast
## 56                       N            2368        1998            Northeast
## 57                       Y             779        1994                 West
## 58                       N            2825        1996            Northeast
## 59                       N            3510        2007                 West
## 60                       N            2624        2012              Midwest
## 61                       Y            5340        2010                 West
## 62                       Y            2311        1994              Midwest
## 63                       N            5110        2004                 West
## 64                       N            1316        1995                South
## 65                       N             100        2001            Northeast
## 66                       N            2021        2007              Midwest
## 67                       N              80        1968                 West
## 68                       N            2070        1847                 West
## 69                       Y            2654        2013              Midwest
## 70                       N             292        2005                South
## 71                       N            1320        2001            Northeast
## 72                       N            1722        2007                South
## 73                       N            3339        1935            Northeast
## 74                       N             452        1890                South
## 75                       N            3705        2001                South
## 76                       N              85        1999            Northeast
## 77                       N            2423        1838                 West
## 78                       N            1274        1999                South
## 79                       N            1549        2001                South
## 80                       Y            1062        1998                 West
## 81                       N           32619        1947                South
## 82                       N            4036        2001                South
## 83                       N              39        2000                 West
## 84                       N            2359        2007            Northeast
## 85                       Y            1023        2002                South
## 86                       N            2480        1981            Northeast
## 87                       N            1255        1989            Northeast
## 88                       N            4455        1998                 West
## 89                       N            2543        1939            Northeast
## 90                       N            1359        2008                 West
## 91                       Y            2324        2006            Northeast
## 92                       N            4103        2004            Northeast
## 93                       N            3667        1970            Northeast
## 94                       N             488        2010              Midwest
## 95                       N            2724        1998                South
## 96                       N            1392        2001                South
## 97                       N            2573        1977            Northeast
## 98                       N            3524        1982              Midwest
## 99                       N            1847        1977            Northeast
## 100                      N          107535        1970                 West
## 101                      N            2227        2007            Northeast
## 102                      N             334        2007              Midwest
## 103                      N             224        2008              Midwest
## 104                      N             367        1982                 West
## 105                      N             306        2003            Northeast
## 106                      N            2317        1995               Island
## 107                      N             890        1981                 West
## 108                      N            2002        2006                South
## 109                      N            2903        1943              Midwest
## 110                      N            2504        2001                 West
## 111                      N             951        1956              Midwest
## 112                      N            1327        1864                 West
## 113                      N            2421        1974                South
## 114                      N            1019        2005                South
## 115                      N            1048        1985              Midwest
## 116                      N            3323        2005              Midwest
## 117                      N             509        1997                South
## 118                      Y            2225        1976            Northeast
## 119                      N            1641        1984              Midwest
## 120                      N            1144        2001            Northeast
## 121                      N            2334        1971                South
## 122                      N            1415        1913            Northeast
## 123                      Y            2754        1997                South
## 124                      N            1099        2005                 West
## 125                      N             960        2012            Northeast
## 126                      N            2750        1997                 West
## 127                      N            2753        2010            Northeast
## 128                      N           23287        2007                South
## 129                      N            2140        1997                South
## 130                      N            4499        2008            Northeast
## 131                      N            2554        2005              Midwest
## 132                      N            1333        1969            Northeast
## 133                      N             928        1818                South
## 134                      N            4289        2005              Midwest
## 135                      Y          113282        2011              Midwest
## 136                      N            1948        2002                South
## 137                      N            1933        1839            Northeast
## 138                      N            2847        2013              Midwest
## 139                      N            1195        1914              Midwest
## 140                      N              54        1988                South
## 141                      N            4390        1944                South
## 142                      N           73909        2004              Midwest
## 143                      Y             545        1855                South
## 144                      N            2831        1977                South
## 145                      Y            1634        1999                South
## 146                      N            1810        1943                South
## 147                      N            3290        2005            Northeast
## 148                      N             472        2004                 West
## 149                      N            4273        1884              Midwest
## 150                      N            2326        1933                 West
## 151                      N           50351        1975                 West
## 152                      N            2261        1966              Midwest
## 153                      N             255        2003            Northeast
## 154                      N             373        2009                South
## 155                      Y              22        1999              Midwest
## 156                      Y            3102        2001                 West
## 157                      N            5147        1997            Northeast
## 158                      N             284        2007            Northeast
## 159                      N            1926        1801                 West
## 160                      N            2510        1920              Midwest
## 161                      Y            1200        2013              Midwest
## 162                      N             337        2004                 West
## 163                      N            2880        1925                South
## 164                      N             816        1947                South
## 165                      N            2640        2009                 West
## 166                      N            4190        2006                South
## 167                      N             459        1998            Northeast
## 168                      N            3351        1993            Northeast
## 169                      N            3639        1988            Northeast
## 170                      N             373        1992                 West
## 171                      N             201        1982                South
## 172                      N            5461        1979            Northeast
## 173                      N            3050        1993            Northeast
## 174                      N           28592        1997                 West
## 175                      N            3207        1995              Midwest
## 176                      N            5820        1998                South
## 177                      Y            3229        1999                South
## 178                      N            2708        2010            Northeast
## 179                      Y            2779        2002              Midwest
## 180                      N             977        1986            Northeast
## 181                      Y           44069        2006                 West
## 182                      N            1566        1931                South
## 183                      Y            4439        1962                South
## 184                      N            1929        2001              Midwest
## 185                      N             654        1954            Northeast
## 186                      Y             557        2010            Northeast
## 187                      N             421        2005              Midwest
## 188                      N             600        2009            Northeast
## 189                      N            1551        1989                 West
## 190                      N            2540        2003              Midwest
## 191                      N             961        2007                 West
## 192                      N            3726        1884            Northeast
## 193                      N            4045        1987                 West
## 194                      N          128431        1991                 West
## 195                      N            2180        1992              Midwest
## 196                      N             872        1991            Northeast
## 197                      N            2689        1998                South
## 198                      Y            2752        2006                South
## 199                      N            1375        1976                South
## 200                      N            7320        1868            Northeast
## 201                      N            3282        1979                 West
## 202                      N            1313        2002                 West
## 203                      N            3128        1999                 West
## 204                      N            4757        1981              Midwest
## 205                      N            2122        1859              Midwest
## 206                      N            2524        1946                 West
## 207                      N             766        1950              Midwest
## 208                      N            1190        2003                South
## 209                      N            2741        2005            Northeast
## 210                      N            3233        2012                South
## 211                      N            2696        1966               Island
## 212                      N            3980        1869                South
## 213                      Y             111        2008            Northeast
## 214                      N            5396        1963                South
## 215                      N            2778        2000            Northeast
## 216                      Y             789        1925              Midwest
## 217                      N            1515        2001              Midwest
## 218                      N           26891        1917            Northeast
## 219                      N            1867        1933            Northeast
## 220                      N            3395        2008                South
## 221                      N             879        1996              Midwest
## 222                      Y            2518        2010                South
## 223                      N            2468        1991                 West
## 224                      N             787        1913            Northeast
## 225                      N            1004        1960              Midwest
## 226                      N             717        1998            Northeast
## 227                      N              20        1997              Midwest
## 228                      N             503        1998              Midwest
## 229                      N             584        1968                 West
## 230                      N            2770        1997                South
## 231                      N             284        1982                 West
## 232                      N            1935        1989            Northeast
## 233                      N            2098        2010                South
## 234                      N            3223        1997                South
## 235                      N            2771        1975                 West
## 236                      N            2147        1986                 West
## 237                      N            2543        2014                 West
## 238                      N          155999        2003                 West
## 239                      N            3592        1950                 West
## 240                      N            5504        1996                South
## 241                      N            2216        2000            Northeast
## 242                      N            2871        2009                South
## 243                      Y            2509        2003                 West
## 244                      N            1720        1995            Northeast
## 245                      N            1760        1997                South
## 246                      N             -25        1980            Northeast
## 247                      Y            1025        2005            Northeast
## 248                      N             109        2008                South
## 249                      N            2901        1971            Northeast
## 250                      N            4449        1963            Northeast
## 251                      N            4280        2004            Northeast
## 252                      Y            2223        2013                 West
## 253                      N            1667        2007                South
## 254                      N            5260        1994                 West
## 255                      N             365        1896            Northeast
## 256                      N            1243        1998                 West
## 257                      N            1721        2009                South
## 258                      N             517        1949                South
## 259                      N            3266        2007              Midwest
## 260                      N             955        1998                 West
## 261                      N            1310        2007                South
## 262                      Y            2854        1843            Northeast
## 263                      N             230        1925              Midwest
## 264                      N            2374        2006              Midwest
## 265                      N            4241        1998            Northeast
## 266                      N           69469        1974                South
## 267                      N            5425        1855            Northeast
## 268                      N            2733        1960                 West
## 269                      N            3664        1931                 West
## 270                      Y            1546        1850                South
## 271                      N            2486        1906                South
## 272                      N            1233        2001                South
## 273                      N            1681        1999                 West
## 274                      N            1608        2009                 West
## 275                      N            4349        1998                 West
## 276                      N            1764        1961                South
## 277                      Y            4440        1998                South
## 278                      N             769        1951                South
## 279                      N            2443        1958              Midwest
## 280                      N            3725        2009              Midwest
## 281                      N            2061        1995                 West
## 282                      N             216        1909              Midwest
## 283                      N            3489        2007                South
## 284                      Y             433        1912                 West
## 285                      N            1932        1989                South
## 286                      N             572        1847            Northeast
## 287                      N             306        1975                South
## 288                      N             623        2007            Northeast
## 289                      N            2288        2011                 West
## 290                      Y            3370        2007                 West
## 291                      N             875        1983              Midwest
## 292                      N            2586        1997                 West
## 293                      N             661        2006              Midwest
## 294                      N            2337        1996                South
## 295                      N            1672        1998                South
## 296                      N             717        1948                South
## 297                      N            1017        1975                South
## 298                      N            1624        2000                 West
## 299                      Y            3891        1931                South
## 300                      Y            2009        2005                 West
## 301                      N            3268        2012              Midwest
## 302                      N            1312        1998                South
## 303                      N             229        2005                 West
## 304                      N            2597        1945                 West
## 305                      N            2114        1977                 West
## 306                      N           48369        2007                 West
## 307                      N            2609        1991            Northeast
## 308                      N            4265        1997                South
## 309                      N             533        1978                 West
## 310                      N            4574        2006            Northeast
## 311                      Y             954        1988                 West
## 312                      N            3831        2010                 West
## 313                      N            1778        1983                South
## 314                      N           29453        2005               Island
## 315                      N             652        1913            Northeast
## 316                      N            2170        1998              Midwest
## 317                      N            3550        2012                 West
## 318                      N            1761        1995              Midwest
## 319                      N             805        1898            Northeast
## 320                      Y            1615        1991                South
## 321                      N            4153        2010               Island
## 322                      Y             743        1999                South
## 323                      N            3827        1995                South
## 324                      N            2345        1966                South
## 325                      N            6188        1993                South
## 326                      N             629        2004                 West
## 327                      N            5576        2009                 West
## 328                      N            5075        1981            Northeast
## 329                      N            2234        1920                 West
## 330                      N            2698        1970                 West
## 331                      N            1485        1993            Northeast
## 332                      N            2425        2008                South
## 333                      N            2969        1923                 West
## 334                      N            1738        2011              Midwest
## 335                      N            4614        1911            Northeast
## 336                      N            1222        1975              Midwest
## 337                      N             186        1991                 West
## 338                      Y            2747        1994            Northeast
## 339                      N            2114        2012            Northeast
## 340                      N            4550        1968              Midwest
## 341                      N            1083        1999                South
## 342                      N             822        1838            Northeast
## 343                      N           25805        2002                South
## 344                      N            1741        1950            Northeast
## 345                      N            3438        2013               Island
## 346                      N            1501        1983              Midwest
## 347                      N            2284        2013                South
## 348                      N            2384        2007                 West
## 349                      Y            1031        2014            Northeast
## 350                      N            3213        1924              Midwest
## 351                      N            1894        1906            Northeast
## 352                      N            2280        2011              Midwest
## 353                      N            1610        1962              Midwest
## 354                      N            1766        1997                South
## 355                      N            2269        1997            Northeast
## 356                      Y             114        1851                 West
## 357                      N             819        1994               Island
## 358                      N           28418        1969            Northeast
## 359                      N            1983        2010                 West
## 360                      N            2927        1977                South
## 361                      N            2553        2004              Midwest
## 362                      N           82716        1993                 West
## 363                      N            1837        1898                South
## 364                      N             308        1995                 West
## 365                      Y            2561        2014            Northeast
## 366                      N           70113        1897            Northeast
## 367                      N            5483        2003                 West
## 368                      N           81379        1999                South
## 369                      N            1506        1998            Northeast
## 370                      N             190        2001              Midwest
## 371                      Y            2701        2010                South
## 372                      N            3062        2001            Northeast
## 373                      N              71        2005                South
## 374                      N            3166        1995            Northeast
## 375                      N           35961        1865            Northeast
## 376                      N           94411        1977            Northeast
## 377                      N            2594        1849                South
## 378                      N            2240        2006                 West
## 379                      Y             -11        2011            Northeast
## 380                      N            2090        1872                 West
## 381                      N             149        1948                South
## 382                      N             855        2009            Northeast
## 383                      N             566        1998              Midwest
## 384                      N            3970        2013                 West
## 385                      N             720        2001                 West
## 386                      N            2948        1967                 West
## 387                      N            3962        2011            Northeast
## 388                      N            4857        2001            Northeast
## 389                      N            1200        1996              Midwest
## 390                      N            2579        2007                 West
## 391                      N            1864        1911               Island
## 392                      N             202        1986                 West
## 393                      N              51        2003                 West
## 394                      Y            3628        2000            Northeast
## 395                      N            1872        1926                 West
## 396                      N             869        2001                 West
## 397                      N             693        1999                 West
## 398                      N            1525        1978                 West
## 399                      N            1584        1984              Midwest
## 400                      N             448        2006            Northeast
## 401                      N             714        1873                 West
## 402                      Y            1000        1848                 West
## 403                      N            1983        2002                South
## 404                      N             525        2001                 West
## 405                      N             997        2001              Midwest
## 406                      N            2290        2015            Northeast
## 407                      N             153        1972              Midwest
## 408                      N            1313        1889              Midwest
## 409                      N            3659        1876                South
## 410                      Y            4713        1968                 West
## 411                      N             979        1852            Northeast
## 412                      N            1010        2007                 West
## 413                      Y            2105        2000                 West
## 414                      Y           23483        2000                South
## 415                      N            4651        1938                South
## 416                      N            1178        1859            Northeast
## 417                      Y             690        2013            Northeast
## 418                      N            2549        1993                South
## 419                      N            1363        1982                South
## 420                      N            2517        2005                South
## 421                      N            3094        1986                South
## 422                      Y            2378        2005                 West
## 423                      N            3817        2010            Northeast
## 424                      N            4247        2005                 West
## 425                      N            2109        2002            Northeast
## 426                      N            1847        2002                South
## 427                      N            2675        1997              Midwest
## 428                      N            1121        2008                 West
## 429                      N            3696        2001            Northeast
## 430                      N            3055        1847              Midwest
## 431                      N            3282        2003                South
## 432                      N            3466        1868                 West
## 433                      N            1496        2001            Northeast
## 434                      N            2481        2008            Northeast
## 435                      N            1451        2009                South
## 436                      N            1499        1969            Northeast
## 437                      Y             374        1911                 West
## 438                      N            3537        1998                 West
## 439                      N            4562        2006            Northeast
## 440                      N            1641        1985                South
## 441                      N             614        1999                 West
## 442                      N             137        1993                South
## 443                      N             956        1960                 West
## 444                      N            3018        1920            Northeast
## 445                      N            2884        2008            Northeast
## 446                      N             894        1851                 West
## 447                      N             636        1977                South
## 448                      N             255        2004            Northeast
## 449                      N            2311        2005                 West
## 450                      N             781        1983              Midwest
## 451                      Y            1543        1999                 West
## 452                      N            3057        1995                South
## 453                      N            4670        2003                 West
## 454                      N            3277        1980              Midwest
## 455                      N            2114        1965            Northeast
## 456                      Y            2148        1986                South
## 457                      N            3542        1963            Northeast
## 458                      N          112102        1852                South
## 459                      N             412        1994                South
## 460                      N              60        1948                South
## 461                      N             922        1998                South
## 462                      Y            2999        2006                South
## 463                      N            4258        2008                 West
## 464                      N            3267        2001                South
## 465                      N            3039        1994              Midwest
## 466                      N             546        1983              Midwest
## 467                      N            3433        2002                 West
## 468                      N            1540        1947            Northeast
## 469                      N             772        2007                South
## 470                      N             412        2010                 West
## 471                      Y             758        1996               Island
## 472                      N            1571        1996                 West
## 473                      N             731        2007            Northeast
## 474                      N            1419        1973                 West
## 475                      N            1006        2009                South
## 476                      Y            1458        1999                South
## 477                      N             467        1959                South
## 478                      N           81849        1927                South
## 479                      N            1337        1988            Northeast
## 480                      Y            2933        2001                 West
## 481                      N            3285        1989            Northeast
## 482                      N           81762        1990                 West
## 483                      N            4132        2003                South
## 484                      N            2691        2014            Northeast
## 485                      N            3176        2003                 West
## 486                      N            3209        2001            Northeast
## 487                      N            3267        2003                South
## 488                      N             519        1998               Island
## 489                      N            4762        2005              Midwest
## 490                      N            1267        2010                 West
## 491                      N            3697        2001                 West
## 492                      N            1126        2010            Northeast
## 493                      N            1106        2000                 West
## 494                      N            2089        2007                South
## 495                      N           16587        1994                 West
## 496                      Y              46        1948                 West
## 497                      N           36353        1998            Northeast
## 498                      N            3514        2010              Midwest
## 499                      N            1110        1963                South
## 500                      N             553        1979                South
## 501                      N            1245        2012              Midwest
## 502                      N             981        1984            Northeast
## 503                      N            3244        2007                 West
## 504                      Y            2557        1995                 West
## 505                      N            1369        2010                South
## 506                      N            2822        1911                South
## 507                      N            3115        2006            Northeast
## 508                      N             211        2003            Northeast
## 509                      N            1446        2007                South
## 510                      Y             936        1855                South
## 511                      N            4420        1984                 West
## 512                      N            2670        2013                 West
## 513                      N            2020        2000                South
## 514                      N             605        1994                South
## 515                      Y            2288        1975                South
## 516                      N             288        1997                South
## 517                      N          358352        2006                South
## 518                      N            2839        1930              Midwest
## 519                      N            2659        1989            Northeast
## 520                      N            4118        1997                 West
## 521                      N            3272        1922              Midwest
## 522                      Y            1178        1987              Midwest
## 523                      N           59095        1998               Island
## 524                      N            1378        2009                South
## 525                      N             486        2005                South
## 526                      N             180        1988                 West
## 527                      N            1190        1996                South
## 528                      N            1648        1940            Northeast
## 529                      N            2286        1878                 West
## 530                      N             124        2009                 West
## 531                      N            3238        1996            Northeast
## 532                      N           30363        2006                 West
## 533                      N            2889        1934            Northeast
## 534                      N            2303        1988              Midwest
## 535                      N            1876        1980            Northeast
## 536                      N             241        1961            Northeast
## 537                      N             412        1997                 West
## 538                      N            3348        1994            Northeast
## 539                      N            2650        1989                South
## 540                      Y            1187        1968                 West
## 541                      N            4506        1949                 West
## 542                      N            2437        2007                South
## 543                      N            3736        2001            Northeast
## 544                      N            1826        1968            Northeast
## 545                      N            4824        1996                 West
## 546                      N             364        2010              Midwest
## 547                      N            1980        2006            Northeast
## 548                      N            8374        1864            Northeast
## 549                      Y            3198        2011            Northeast
## 550                      Y            1235        2000            Northeast
## 551                      N            4727        1834            Northeast
## 552                      N            2956        2003                South
## 553                      N            2360        1965            Northeast
## 554                      N            1746        1984                 West
## 555                      N             633        1985                 West
## 556                      N            2774        1985                South
## 557                      N            1538        1962                 West
## 558                      Y            3696        1998                 West
## 559                      N            4990        1976            Northeast
## 560                      N            3130        2009                South
## 561                      N            1056        2010                 West
## 562                      N             496        1994              Midwest
## 563                      N            3937        1991            Northeast
## 564                      N            3792        1992                 West
## 565                      N            2165        2013                 West
## 566                      N            2641        2007                South
## 567                      N            1236        1911              Midwest
## 568                      N            2247        2003            Northeast
## 569                      N            3085        1928                 West
## 570                      N            4185        1993              Midwest
## 571                      N            1268        2001                South
## 572                      N            2122        2005                South
## 573                      N             673        2005                South
## 574                      N            1002        1989                 West
## 575                      N            1726        1911              Midwest
## 576                      N            4040        1994              Midwest
## 577                      N            2721        1997              Midwest
## 578                      N             645        1988                South
## 579                      N            1743        1998                 West
## 580                      N            1097        2005            Northeast
## 581                      Y            4393        2010                South
## 582                      N            4668        1975                 West
## 583                      N            2188        1999                South
## 584                      N            1105        1962                 West
## 585                      Y             940        2001                South
## 586                      N            1850        2009            Northeast
## 587                      N            2213        1855            Northeast
## 588                      Y              24        2007            Northeast
## 589                      N             304        2000              Midwest
## 590                      N            1372        2011              Midwest
## 591                      N            2566        1801            Northeast
## 592                      N           86050        2007                South
## 593                      N             621        1997                 West
## 594                      N            1643        1998            Northeast
## 595                      N            1110        2010               Island
## 596                      N             908        1997               Island
## 597                      N            2042        2006              Midwest
## 598                      N            2266        2000              Midwest
## 599                      N           26957        1917            Northeast
## 600                      N            2467        1800                South
## 601                      N            3712        2011              Midwest
## 602                      N            1469        1981                South
## 603                      Y            1003        2013                South
## 604                      N            3144        2012            Northeast
## 605                      N            1989        1995                 West
## 606                      N            1176        1969            Northeast
## 607                      N             110        1983              Midwest
## 608                      N            2845        2004                South
## 609                      N            2150        2010                South
## 610                      Y             643        1986                South
## 611                      N            3712        1989                South
## 612                      N            2715        1948                South
## 613                      N             944        1991              Midwest
## 614                      N            3298        2005                South
## 615                      N            4915        2005            Northeast
## 616                      N            5474        1861            Northeast
## 617                      N            2652        1952                South
## 618                      N            3960        1968                 West
## 619                      N            3510        2005            Northeast
## 620                      Y             604        1966                South
## 621                      Y            3256        2004                South
## 622                      N            3899        1989                 West
## 623                      N            1610        1960                South
## 624                      N            4746        1980                 West
## 625                      N             869        2010                 West
## 626                      Y            2658        2008                South
## 627                      N            2626        1972                South
## 628                      N            1888        2003              Midwest
## 629                      N            2128        2001            Northeast
## 630                      Y            2188        2007                South
## 631                      Y            8780        1846                South
## 632                      N           88484        2001                South
## 633                      N            1261        1975            Northeast
## 634                      N            2158        2006            Northeast
## 635                      N             834        1977            Northeast
## 636                      N            1194        1998                South
## 637                      N            1566        1998              Midwest
## 638                      N             878        1966              Midwest
## 639                      N             213        2000                 West
## 640                      N            1712        1873            Northeast
## 641                      Y            3281        2000                 West
## 642                      N            2652        2006            Northeast
## 643                      N           53191        1977              Midwest
## 644                      N            3189        1838                 West
## 645                      N             162        1994                South
## 646                      N            3993        2004              Midwest
## 647                      N            2953        2000              Midwest
## 648                      N           30650        1998                South
## 649                      N            3510        2005              Midwest
## 650                      N            3363        1983                South
## 651                      N            2377        2006                South
## 652                      Y            2016        1838                 West
## 653                      N             756        1988                South
## 654                      N             421        2010                 West
## 655                      Y             964        2004                South
## 656                      N            3647        1949                South
## 657                      N            2477        1970                 West
## 658                      N           91879        2005            Northeast
## 659                      N            2432        1889            Northeast
## 660                      N             298        2008                 West
## 661                      N            2563        1986            Northeast
## 662                      N            1737        1956                 West
## 663                      N            1370        2000                South
## 664                      N              56        1992                South
## 665                      N            2440        1994                 West
## 666                      N           93759        1983              Midwest
## 667                      N            1433        1987            Northeast
## 668                      N            2950        2009                South
## 669                      N            5660        2000            Northeast
## 670                      N             992        1992                 West
## 671                      N            1574        2012                South
## 672                      N            3361        1993                 West
## 673                      N          111654        2012            Northeast
## 674                      N            1318        1989            Northeast
## 675                      N            3188        2012                South
## 676                      N            3041        2004                South
## 677                      N             987        1968              Midwest
## 678                      N            3206        2013                 West
## 679                      N             413        2013                 West
## 680                      N           26126        1997            Northeast
## 681                      Y            3638        1974              Midwest
## 682                      N           33345        1998            Northeast
## 683                      N             499        2007                 West
## 684                      N            1970        2004            Northeast
## 685                      N            1369        2003              Midwest
## 686                      N            1325        2006            Northeast
## 687                      N             582        1971                South
## 688                      N            2850        1991                South
## 689                      N             677        1989                South
## 690                      N             107        2005            Northeast
## 691                      N            3875        1986            Northeast
## 692                      N            1736        2010                 West
## 693                      Y            2751        2004                South
## 694                      N            2486        1994            Northeast
## 695                      N            1446        1988            Northeast
## 696                      N            5980        1986            Northeast
## 697                      Y            2963        1885            Northeast
## 698                      N            2043        1961                 West
## 699                      N            1929        2005            Northeast
## 700                      N             463        1907            Northeast
## 701                      N            4709        1976            Northeast
## 702                      N            1698        1975                 West
## 703                      Y            1130        1992                South
## 704                      Y            1082        2009            Northeast
## 705                      N            1817        1988            Northeast
## 706                      Y            1531        1817                South
## 707                      N            1223        1885                 West
## 708                      N             970        1986                 West
## 709                      N            3227        1928              Midwest
## 710                      N          298041        1963                South
## 711                      N            1955        2004                 West
## 712                      Y            2064        2008            Northeast
## 713                      N            2050        1999            Northeast
## 714                      N             416        1841            Northeast
## 715                      N            1975        1997            Northeast
## 716                      N            5198        2009                South
## 717                      N            1280        1928            Northeast
## 718                      N            4794        1994                 West
## 719                      N           53698        2000              Midwest
## 720                      N             298        2011              Midwest
## 721                      N            1968        1988              Midwest
## 722                      N            3815        1987            Northeast
## 723                      N            2812        1977            Northeast
## 724                      N           23885        2005                 West
## 725                      N            2886        1985            Northeast
## 726                      N            3425        2003                South
## 727                      Y             704        2013                South
## 728                      N             660        2009                South
## 729                      Y            4792        2008                 West
## 730                      N            1259        2001            Northeast
## 731                      N            2091        1948                 West
## 732                      N           28279        1968                 West
## 733                      N            2377        1989                South
## 734                      N             457        1987                South
## 735                      N             206        2001                 West
## 736                      N            1838        1990              Midwest
## 737                      N            3358        2002            Northeast
## 738                      N            3484        1821                 West
## 739                      N            1222        1997            Northeast
## 740                      Y             819        2002                South
## 741                      N            1466        1998                 West
## 742                      N             603        2010                South
## 743                      N            3393        2013                 West
## 744                      Y            1154        2010                South
## 745                      N            4181        2002                 West
## 746                      N             620        1998                 West
## 747                      N            3951        1973              Midwest
## 748                      Y            1827        1973                 West
## 749                      N              84        2004                South
## 750                      N            1781        1971                South
## 751                      N            4633        2011                South
## 752                      N            1183        1926                 West
## 753                      Y            1222        2009                 West
## 754                      N            3537        1998              Midwest
## 755                      N            2913        1953            Northeast
## 756                      N            1911        2001            Northeast
## 757                      Y            2323        1979                South
## 758                      N             536        2001                 West
## 759                      N            1583        2004                 West
## 760                      Y            1426        1989                 West
## 761                      Y             598        2006            Northeast
## 762                      N             895        1956            Northeast
## 763                      N            1551        2012               Island
## 764                      N            3537        2007                 West
## 765                      N            1393        1991                South
## 766                      Y            1787        2006                 West
## 767                      N            1251        1999            Northeast
## 768                      N            1573        2008                 West
## 769                      N            1654        1888                 West
## 770                      N            3615        2012                 West
## 771                      Y            2122        2009                South
## 772                      N            2098        2011              Midwest
## 773                      N            1996        2001              Midwest
## 774                      N             555        1968                 West
## 775                      N           93018        2009                 West
## 776                      N            2614        1959                South
## 777                      N            3107        2009              Midwest
## 778                      N            1316        1996              Midwest
## 779                      N            2483        2008              Midwest
## 780                      N            1113        1968            Northeast
## 781                      N            3656        1971                South
## 782                      N            2569        2008                 West
## 783                      N            4879        1998            Northeast
## 784                      N            2367        1978              Midwest
## 785                      N            1145        1999              Midwest
## 786                      N            1522        1982            Northeast
## 787                      N            4403        1988              Midwest
## 788                      N             412        2005                South
## 789                      Y           21915        2012                South
## 790                      N            2546        1977            Northeast
## 791                      N             974        1846                South
## 792                      N            1229        2005            Northeast
## 793                      N            2808        1962            Northeast
## 794                      N            4005        2008            Northeast
## 795                      N             531        1953                South
## 796                      N            1536        2007              Midwest
## 797                      N            1561        2009                South
## 798                      N            1957        2000            Northeast
## 799                      N             520        1984            Northeast
## 800                      N          372064        1963                 West
## 801                      Y           69947        1995            Northeast
## 802                      N             932        1980            Northeast
## 803                      N            2187        2004            Northeast
## 804                      Y           10003        1968                South
## 805                      Y            2726        1995            Northeast
## 806                      N            4220        1990            Northeast
## 807                      N            1817        1817                 West
## 808                      N            1602        1916            Northeast
## 809                      N            1809        2008                 West
## 810                      N            3477        2008            Northeast
## 811                      N             869        1948            Northeast
## 812                      N            2569        2008              Midwest
## 813                      N            2945        1986            Northeast
## 814                      N            5664        1999                 West
## 815                      N            3028        1987              Midwest
## 816                      N            2573        1999                 West
## 817                      N            3236        1988                South
## 818                      N           16356        2003            Northeast
## 819                      N             644        1977            Northeast
## 820                      N            4376        1994                 West
## 821                      N            5953        2009            Northeast
## 822                      N             772        2001            Northeast
## 823                      N            2514        1972                South
## 824                      N             532        2001            Northeast
## 825                      N            5178        2001                 West
## 826                      N           19306        2010                 West
## 827                      N            1224        1880              Midwest
## 828                      Y            2861        1987                South
## 829                      N            2566        1990            Northeast
## 830                      N            2485        2006              Midwest
## 831                      N             373        1962                South
## 832                      N            2333        2006                South
## 833                      N             -17        2002                South
## 834                      N            1250        1851            Northeast
## 835                      N            2316        2001            Northeast
## 836                      N            1077        2013            Northeast
## 837                      N            2309        1951            Northeast
## 838                      N            2007        1960            Northeast
## 839                      N            1885        1992                 West
## 840                      N            4537        1999                 West
## 841                      N            2364        1998              Midwest
## 842                      N            8315        1994                South
## 843                      Y             814        1834            Northeast
## 844                      N            2228        2005                 West
## 845                      N           90533        1945            Northeast
## 846                      N            1386        1995              Midwest
## 847                      Y            2610        1972                South
## 848                      N            1063        2012                South
## 849                      N            1640        2007                South
## 850                      N            1531        2002                 West
## 851                      N            4077        2010            Northeast
## 852                      N            1432        2000               Island
## 853                      N            2328        1988            Northeast
## 854                      N            1086        1971                South
## 855                      N            1480        1967                South
## 856                      N             563        2011                 West
## 857                      Y            1881        1972                South
## 858                      N            4655        1998                South
## 859                      N            2685        2011            Northeast
## 860                      N            4836        1991                 West
## 861                      N            2922        2001                 West
## 862                      N            3932        1996            Northeast
## 863                      N            3345        1992                 West
## 864                      N            1817        2010              Midwest
## 865                      Y             241        1994            Northeast
## 866                      N            4729        1951                South
## 867                      N            3184        2005              Midwest
## 868                      N            1943        1886                South
## 869                      N             203        1998              Midwest
## 870                      N             616        2001                South
## 871                      N            1153        1995                 West
## 872                      N             367        2016              Midwest
## 873                      N             159        2006                 West
## 874                      N            6289        2004            Northeast
## 875                      Y             815        2012                 West
## 876                      N             819        1987                South
## 877                      N             731        2004            Northeast
## 878                      N            1858        1865                 West
## 879                      N             958        2005                South
## 880                      N             231        2004              Midwest
## 881                      N              74        2001            Northeast
## 882                      N             987        2009                 West
## 883                      N            4032        1953            Northeast
## 884                      N            1849        1932                South
## 885                      N            4276        2005              Midwest
## 886                      N            2448        1991            Northeast
## 887                      N           85646        2013                South
## 888                      N            2323        1989              Midwest
## 889                      N            1772        1852                 West
## 890                      N            2931        2001            Northeast
## 891                      N            1385        1968                 West
## 892                      N            1118        2008              Midwest
## 893                      N            1177        1998            Northeast
## 894                      N            4063        1998            Northeast
## 895                      Y            1400        1999                South
## 896                      N            4310        1909            Northeast
## 897                      N            5577        2007                 West
## 898                      N             802        2006                South
## 899                      N            2616        1969              Midwest
## 900                      N            2223        1997              Midwest
## 901                      N            1207        1953            Northeast
## 902                      N             124        1909                South
## 903                      N            2369        1947            Northeast
## 904                      N            4215        1915            Northeast
## 905                      N             947        1994              Midwest
## 906                      N             862        1937                 West
## 907                      N            2788        1998            Northeast
## 908                      N            4698        1966            Northeast
## 909                      N            5878        1868                 West
## 910                      Y            1961        1998                 West
## 911                      N            7668        2005                South
## 912                      Y            1680        2010                South
## 913                      N            1217        2008              Midwest
## 914                      Y            3110        2005                 West
## 915                      Y            1721        2006               Island
## 916                      N            1771        2005            Northeast
## 917                      N             481        1866            Northeast
## 918                      N           34069        2010                 West
## 919                      Y             643        2013            Northeast
## 920                      N            1871        1983              Midwest
## 921                      N            3641        2001                 West
## 922                      N            4209        1940                South
## 923                      Y          143036        2012            Northeast
## 924                      N            3385        1997            Northeast
## 925                      N             409        1971                South
## 926                      N            3539        1988                 West
## 927                      N             546        2014                South
## 928                      N            5087        2005                 West
## 929                      N            2479        1919            Northeast
## 930                      N            4836        2005              Midwest
## 931                      N            2083        1947                 West
## 932                      N              54        1998                 West
## 933                      N             105        1982            Northeast
## 934                      N            4257        1960                South
## 935                      N            1413        1985              Midwest
## 936                      N             880        1997            Northeast
## 937                      N            3707        2002                 West
## 938                      N            1869        1978                 West
## 939                      N             755        1993              Midwest
## 940                      N            1874        1921                 West
## 941                      N            4498        2014              Midwest
## 942                      N            2464        2012              Midwest
## 943                      N            2449        1974            Northeast
## 944                      N            1074        1970                 West
## 945                      N           18664        2007               Island
## 946                      N             190        2007                South
## 947                      Y            2596        2012            Northeast
## 948                      N            1337        2002              Midwest
## 949                      N            2621        1897                 West
## 950                      N            1697        1998                 West
## 951                      N            4322        2007                 West
## 952                      N             708        2007                South
## 953                      N             866        1898              Midwest
## 954                      N            2100        1979                South
## 955                      Y            1913        2013                South
## 956                      N           17541        1986            Northeast
## 957                      N             581        2014            Northeast
## 958                      N             573        2009                South
## 959                      N           12692        1998              Midwest
## 960                      N            5801        2012            Northeast
## 961                      N             363        2013            Northeast
## 962                      N             815        1993            Northeast
## 963                      N            3944        2005            Northeast
## 964                      N            1606        2012              Midwest
## 965                      N            3323        2007                 West
## 966                      N             898        2002              Midwest
## 967                      N            2619        1981                 West
## 968                      Y            4035        1998            Northeast
## 969                      N            5707        2002                 West
## 970                      N            2803        2004                South
## 971                      N             142        1998            Northeast
## 972                      N            5963        2009            Northeast
## 973                      N            3336        1994              Midwest
## 974                      N            4589        1985              Midwest
## 975                      N            2681        2008                South
## 976                      N            5601        2014                South
## 977                      N             499        1984            Northeast
## 978                      N            3716        1999              Midwest
## 979                      N             866        2012            Northeast
## 980                      N          394921        1975                South
## 981                      N            2444        2006                 West
## 982                      N            3107        1997            Northeast
## 983                      N            2824        2010                 West
## 984                      N            1836        1975                 West
## 985                      N              63        1997            Northeast
## 986                      N            2097        1914              Midwest
## 987                      N             444        2013                 West
## 988                      N            3329        1983            Northeast
## 989                      N            6070        1997            Northeast
## 990                      N             860        1988                South
## 991                      N           13728        1968                South
## 992                      N            2749        1996                South
## 993                      Y            2595        2005            Northeast
## 994                      N            1228        1995            Northeast
## 995                      N             273        2001                 West
## 996                      N             302        2000                South
## 997                      N            2294        2005                 West
## 998                      N            4266        1976                South
## 999                      N           21013        1991                 West
## 1000                     Y             115        1965                South
## 1001                     N            1307        1987            Northeast
## 1002                     N             995        1988            Northeast
## 1003                     N            1454        1999                 West
## 1004                     N           12487        2000            Northeast
## 1005                     N            2427        1989                South
## 1006                     N             957        2010            Northeast
## 1007                     N             518        2001              Midwest
## 1008                     N            2359        1996              Midwest
## 1009                     N            3129        1996                 West
## 1010                     Y            1708        2011              Midwest
## 1011                     Y            4223        1993              Midwest
## 1012                     N            2138        1984            Northeast
## 1013                     N            4496        2007                South
## 1014                     N            3290        2000              Midwest
## 1015                     Y            2456        1997            Northeast
## 1016                     Y             639        1868                South
## 1017                     N            2795        2008                 West
## 1018                     N            3529        2008              Midwest
## 1019                     N             681        1983                 West
## 1020                     N            2631        1998              Midwest
## 1021                     N            3031        2013                 West
## 1022                     N             707        2006                 West
## 1023                     N            4545        1996            Northeast
## 1024                     N            2979        2014                South
## 1025                     N            1470        2007              Midwest
## 1026                     Y             176        1943                South
## 1027                     N            3523        1988                 West
## 1028                     Y             770        1997                 West
## 1029                     N            4528        1989                 West
## 1030                     N            1498        1869                South
## 1031                     N            1900        1993                South
## 1032                     Y             247        1993                 West
## 1033                     N             920        1978                South
## 1034                     N            2340        1981            Northeast
## 1035                     N            1945        2005                 West
## 1036                     N            3164        1972            Northeast
## 1037                     N            3026        1934                South
## 1038                     N            1933        1984                 West
## 1039                     N             538        2011              Midwest
## 1040                     Y            2970        1976                South
## 1041                     N           20724        1839            Northeast
## 1042                     N             962        1872                South
## 1043                     N             183        2010                South
## 1044                     N            2536        2008            Northeast
## 1045                     N            1935        1987              Midwest
## 1046                     N           48289        1998                 West
## 1047                     N             214        1999                 West
## 1048                     N            4448        2001            Northeast
## 1049                     N            1156        1992              Midwest
## 1050                     N            5215        2005                South
## 1051                     N           18697        1965              Midwest
## 1052                     Y            1401        2008                 West
## 1053                     N            5838        1910              Midwest
## 1054                     N            2221        1973            Northeast
## 1055                     N            1430        1984                South
## 1056                     Y            1777        2011            Northeast
## 1057                     N            1764        1960            Northeast
## 1058                     N             709        2006            Northeast
## 1059                     N            3448        2006                South
## 1060                     N            1105        2001            Northeast
## 1061                     N            1903        2015                 West
## 1062                     N            1144        1983            Northeast
## 1063                     N            5066        2004            Northeast
## 1064                     N            4102        1854                 West
## 1065                     N            3260        1983            Northeast
## 1066                     N          114273        1962            Northeast
## 1067                     N            4505        2013              Midwest
## 1068                     N            4524        1968                 West
## 1069                     N            1486        1992            Northeast
## 1070                     N            1374        2010                 West
## 1071                     N            3274        2010              Midwest
## 1072                     N            2274        1989            Northeast
## 1073                     Y             175        1989                South
## 1074                     N            1807        1928                 West
## 1075                     N             190        2000                 West
## 1076                     N            3584        2005                 West
## 1077                     N            1024        1954                South
## 1078                     N            2633        2000              Midwest
## 1079                     Y            2237        1948                 West
## 1080                     N            3466        1998                South
## 1081                     N           12650        1983            Northeast
## 1082                     N             137        2007            Northeast
## 1083                     N            6024        1989            Northeast
## 1084                     N            4001        1968              Midwest
## 1085                     N            4087        2010              Midwest
## 1086                     Y             928        1838            Northeast
## 1087                     N            2816        1958                 West
## 1088                     N              92        2006                 West
## 1089                     N            5319        2012              Midwest
## 1090                     N            1233        1875                South
## 1091                     N            3041        1897                 West
## 1092                     N            3074        1875            Northeast
## 1093                     N            3815        2014                 West
## 1094                     N            3434        2012                 West
## 1095                     N            2084        2007              Midwest
## 1096                     N            5289        2004              Midwest
## 1097                     N            4457        1986            Northeast
## 1098                     N            2875        1904                South
## 1099                     N            2384        1998                 West
## 1100                     N             786        2008                 West
## 1101                     N             485        1952              Midwest
## 1102                     N            2665        1999                 West
## 1103                     Y            1938        1958              Midwest
## 1104                     N            2959        2011                 West
## 1105                     N             992        1998                South
## 1106                     N            2333        1979              Midwest
## 1107                     N           92872        1998              Midwest
## 1108                     N            1380        2005                South
## 1109                     N            6043        2001            Northeast
## 1110                     N             739        2009                South
## 1111                     N            2953        1999                South
## 1112                     N             137        1999            Northeast
## 1113                     N             274        1879                 West
## 1114                     N             123        1945                 West
## 1115                     Y            2569        1915                South
## 1116                     N           45449        2010            Northeast
## 1117                     N             619        2000                South
## 1118                     N            4771        2004                South
## 1119                     N             268        1922                 West
## 1120                     N            1379        2006                 West
## 1121                     N             235        1998            Northeast
## 1122                     N            1488        2009                 West
## 1123                     N            3472        2001              Midwest
## 1124                     N            4263        1998            Northeast
## 1125                     N            4085        1997              Midwest
## 1126                     Y            3151        1970                 West
## 1127                     Y            3951        1927            Northeast
## 1128                     N            1978        1978              Midwest
## 1129                     Y             414        1986                South
## 1130                     N            4029        2000                South
## 1131                     N            4727        1942                 West
## 1132                     N            1644        1999              Midwest
## 1133                     N            1872        1992                 West
## 1134                     N            2004        2003                South
## 1135                     Y             380        1999                South
## 1136                     N             446        1958            Northeast
## 1137                     N            9043        1963                South
## 1138                     N            4965        1993                South
## 1139                     N            4046        2003                 West
## 1140                     Y             516        1999            Northeast
## 1141                     N            4769        1975            Northeast
## 1142                     N              80        2004                South
## 1143                     N            3783        2006                 West
## 1144                     N           85457        1997                South
## 1145                     N            3542        2001            Northeast
## 1146                     N            3730        1997                 West
## 1147                     N            1508        2006                South
## 1148                     N             169        2007            Northeast
## 1149                     N            2380        2006              Midwest
## 1150                     N            3085        2010                South
## 1151                     N             619        1985            Northeast
## 1152                     N            2536        2009                 West
## 1153                     N            1547        2004                South
## 1154                     N            5347        2004                South
## 1155                     N            3896        1972            Northeast
## 1156                     N            2607        2008              Midwest
## 1157                     N             333        2012                South
## 1158                     N            1016        2005                 West
## 1159                     N             815        1915                 West
## 1160                     N            1998        1996                South
## 1161                     N            5190        2007                 West
## 1162                     Y            1287        1972                South
## 1163                     N            3515        2006            Northeast
## 1164                     N             178        2007                 West
## 1165                     N            4092        1998              Midwest
## 1166                     N            1427        1977                 West
## 1167                     N            3414        1999              Midwest
## 1168                     N            1917        1912                South
## 1169                     N            4244        2006                 West
## 1170                     N            4069        1994                 West
## 1171                     N            3958        1977                 West
## 1172                     Y            3013        2005                South
## 1173                     Y            1063        1997              Midwest
## 1174                     N             533        1998                 West
## 1175                     N            1504        1985            Northeast
## 1176                     N            2410        2008            Northeast
## 1177                     N            3284        2008            Northeast
## 1178                     N             109        1979                 West
## 1179                     N            1409        2001                South
## 1180                     N             177        1992                South
## 1181                     N            3771        2003                 West
## 1182                     N             342        1843              Midwest
## 1183                     N           14560        2005                 West
## 1184                     N            2278        1975              Midwest
## 1185                     Y            3575        2011                South
## 1186                     N            2944        1997                South
## 1187                     N             801        1945              Midwest
## 1188                     N           24190        1993                South
## 1189                     N            2821        1975            Northeast
## 1190                     N            1723        1960              Midwest
## 1191                     N            5436        2014            Northeast
## 1192                     N             829        1984            Northeast
## 1193                     N              27        2007                 West
## 1194                     N             999        1998            Northeast
## 1195                     N             760        1989              Midwest
## 1196                     N            2142        2007            Northeast
## 1197                     N            1684        1912            Northeast
## 1198                     N             633        1980                South
## 1199                     N            1372        1995                 West
## 1200                     N            3408        1930              Midwest
## 1201                     N            3374        2012              Midwest
## 1202                     N            1472        2005              Midwest
## 1203                     Y            2126        1922                South
## 1204                     N           34554        2013              Midwest
## 1205                     N             968        2013              Midwest
## 1206                     N            2151        2012              Midwest
## 1207                     N            4057        1925              Midwest
## 1208                     N            3908        1968                South
## 1209                     N            1479        2007              Midwest
## 1210                     N            3751        2002                South
## 1211                     N            1014        1998              Midwest
## 1212                     N            2620        1998            Northeast
## 1213                     N           31859        1964                South
## 1214                     N            1917        2014                South
## 1215                     N            2821        1876            Northeast
## 1216                     N            1814        2002            Northeast
## 1217                     N            2865        1997            Northeast
## 1218                     N             918        2000            Northeast
## 1219                     N            3106        1975                 West
## 1220                     N            2365        2004                South
## 1221                     Y            1858        1989            Northeast
## 1222                     Y            3050        1879                 West
## 1223                     N            5877        2013                 West
## 1224                     N            1599        1982                South
## 1225                     N            2388        1996            Northeast
## 1226                     N            2405        1986                South
## 1227                     Y             956        2007            Northeast
## 1228                     N             610        2013            Northeast
## 1229                     N            1039        2011              Midwest
## 1230                     N            2200        2006                South
## 1231                     Y            2499        1997            Northeast
## 1232                     Y            1029        1988            Northeast
## 1233                     N             739        1998              Midwest
## 1234                     N            2347        1999                 West
## 1235                     N            2133        1999                South
## 1236                     N            1857        1971            Northeast
## 1237                     N             314        1997            Northeast
## 1238                     N              51        2002                 West
## 1239                     N            1998        1992                 West
## 1240                     N            4671        1991              Midwest
## 1241                     Y            3181        2003                South
## 1242                     Y            2388        1997                 West
## 1243                     N           18049        1996                 West
## 1244                     N            3196        1998            Northeast
## 1245                     Y            3984        2005                South
## 1246                     N             773        1996                South
## 1247                     N            3631        1995              Midwest
## 1248                     N             548        2005            Northeast
## 1249                     Y             614        1991                 West
## 1250                     N            1498        2001            Northeast
## 1251                     N            3101        1992                 West
## 1252                     N            1888        1998                South
## 1253                     N           18041        1973              Midwest
## 1254                     N            2665        1980                 West
## 1255                     N             364        1993            Northeast
## 1256                     N            1904        1911                South
## 1257                     N            1535        1947                South
## 1258                     N             711        1998              Midwest
## 1259                     N            1447        1984            Northeast
## 1260                     N             337        1990                South
## 1261                     N            2895        1949                South
## 1262                     Y            3405        2014                South
## 1263                     N            1492        2004                 West
## 1264                     N           24304        1838            Northeast
## 1265                     N            1914        1999                South
## 1266                     N            3880        2001                South
## 1267                     N            4644        1969            Northeast
## 1268                     N            4418        2008            Northeast
## 1269                     N             520        2004            Northeast
## 1270                     N           12180        2011            Northeast
## 1271                     N             946        2008            Northeast
## 1272                     N            7106        1989                 West
## 1273                     N             772        2003              Midwest
## 1274                     N             288        1972                 West
## 1275                     N            2632        2006              Midwest
## 1276                     N              92        2005              Midwest
## 1277                     N            2596        2001                South
## 1278                     N            3781        1886                 West
## 1279                     N             884        1990              Midwest
## 1280                     Y            2014        1800                South
## 1281                     N            3618        1979                 West
## 1282                     N            1688        2003                 West
## 1283                     N            5241        2003            Northeast
## 1284                     N          127586        1899                South
## 1285                     N          283641        1996              Midwest
## 1286                     N            2017        1996                South
## 1287                     N            2087        1977                 West
## 1288                     N            4935        2010            Northeast
## 1289                     N            1221        1986                 West
## 1290                     N            5409        2000                 West
## 1291                     Y            2355        1978                South
## 1292                     N             873        1976                 West
## 1293                     N             508        2001                 West
## 1294                     N            1770        2006            Northeast
## 1295                     N          134518        1967                 West
## 1296                     N            2450        1999                 West
## 1297                     N            3820        1991                 West
## 1298                     N           62949        1981                South
## 1299                     N           21155        1997            Northeast
## 1300                     N             262        1969                South
## 1301                     N             711        1991                South
## 1302                     N            4332        1999              Midwest
## 1303                     Y            1953        1950                 West
## 1304                     N            6331        1968                 West
## 1305                     N             854        2003              Midwest
## 1306                     N            6397        1976            Northeast
## 1307                     Y             923        1994                South
## 1308                     N            1139        1998            Northeast
## 1309                     N            2041        2004              Midwest
## 1310                     N            1802        1979                 West
## 1311                     N            3072        2006            Northeast
## 1312                     N           21299        2006                 West
## 1313                     N            2941        2008                South
## 1314                     N            3081        1999                 West
## 1315                     N            2996        1998                 West
## 1316                     N            1359        2001            Northeast
## 1317                     N            2617        1999              Midwest
## 1318                     N            3353        1995            Northeast
## 1319                     N            1376        1998            Northeast
## 1320                     N            2144        1850              Midwest
## 1321                     N            3175        2005                South
## 1322                     N          118278        2005                 West
## 1323                     N              29        1966            Northeast
## 1324                     N            2259        2004                South
## 1325                     N             104        1900                 West
## 1326                     N             275        2007                 West
## 1327                     N            2198        2004            Northeast
## 1328                     N            1559        1963                 West
## 1329                     N            3314        1998                 West
## 1330                     N              67        1986                 West
## 1331                     N            2446        2009            Northeast
## 1332                     Y            2750        2010            Northeast
## 1333                     N            4198        2006                 West
## 1334                     N            3754        1963                South
## 1335                     N            1274        2007                 West
## 1336                     N            2974        2012                South
## 1337                     N              67        2007              Midwest
## 1338                     N            4212        1947                 West
## 1339                     N            1571        1837              Midwest
## 1340                     N            5553        1976            Northeast
## 1341                     N            2205        1928                South
## 1342                     N            2016        1991            Northeast
## 1343                     Y            1764        1999                South
## 1344                     N            1974        2004              Midwest
## 1345                     N            4514        1998            Northeast
## 1346                     N          594472        1887                 West
## 1347                     N              56        2001                 West
## 1348                     N            4853        2001            Northeast
## 1349                     N            1802        1884              Midwest
## 1350                     N            1297        2007            Northeast
## 1351                     N             330        2000            Northeast
## 1352                     N            1060        1994              Midwest
## 1353                     N            3806        2000              Midwest
## 1354                     N             986        1986            Northeast
## 1355                     N            1911        2002              Midwest
## 1356                     N             452        1987            Northeast
## 1357                     N             141        1995                 West
## 1358                     N             787        2016                South
## 1359                     N              73        1999                South
## 1360                     Y             320        2000                South
## 1361                     N            4934        1929              Midwest
## 1362                     N             757        1948                 West
## 1363                     N            4931        1963              Midwest
## 1364                     N            2138        1969                South
## 1365                     N            2026        1977                 West
## 1366                     N            4655        2003                 West
## 1367                     N            4047        1994              Midwest
## 1368                     N            1031        2007            Northeast
## 1369                     N             868        1996            Northeast
## 1370                     N            1117        2006              Midwest
## 1371                     N             685        2015              Midwest
## 1372                     N            2499        1838                 West
## 1373                     N             347        1965                 West
## 1374                     N            4899        2006                 West
## 1375                     N            2813        2007                South
## 1376                     N            2161        1979              Midwest
## 1377                     N            1250        1979                 West
## 1378                     N            1840        2000                South
## 1379                     N          127571        1911                 West
## 1380                     N             644        1947            Northeast
## 1381                     N            1177        2003                 West
## 1382                     N            1166        2005              Midwest
## 1383                     Y            2100        2007              Midwest
## 1384                     N            4952        1992                South
## 1385                     N            3172        1909                 West
## 1386                     N            1159        2006                 West
## 1387                     N            3805        1985                 West
## 1388                     N            4491        2006                South
## 1389                     N            4438        2010                 West
## 1390                     N            2856        2002                South
## 1391                     Y            4013        2004                 West
## 1392                     N             997        2011            Northeast
## 1393                     N             491        1861            Northeast
## 1394                     N            1922        1992            Northeast
## 1395                     N            3936        1994                South
## 1396                     N            1849        2014              Midwest
## 1397                     N           14728        1911                 West
## 1398                     N            7135        1947                 West
## 1399                     N            1301        2000                 West
## 1400                     N             836        2013                South
## 1401                     N            2366        1998                 West
## 1402                     N             623        2007                South
## 1403                     N            1419        1984            Northeast
## 1404                     Y            9488        1979                 West
## 1405                     N             818        1984                 West
## 1406                     N           43838        1920                South
## 1407                     N            1772        1993            Northeast
## 1408                     N            5495        2013            Northeast
## 1409                     N            1870        1950                South
## 1410                     N          288512        2005                South
## 1411                     N            2704        1986                 West
## 1412                     N            2374        2008            Northeast
## 1413                     N            3920        2007            Northeast
## 1414                     N            2279        1989              Midwest
## 1415                     Y            1948        2007            Northeast
## 1416                     N             942        1839                 West
## 1417                     N            1022        2001                South
## 1418                     N             325        2013                South
## 1419                     N            2431        1876                South
## 1420                     N             502        2004            Northeast
## 1421                     N            3640        1989                 West
## 1422                     N            4434        2005              Midwest
## 1423                     N            1667        2005            Northeast
## 1424                     N             562        1998                South
## 1425                     N            3588        2001                 West
## 1426                     N            2468        1995            Northeast
## 1427                     N             266        1923                South
## 1428                     Y            4090        1997                 West
## 1429                     N             166        2011            Northeast
## 1430                     N            2326        2004            Northeast
## 1431                     N          144584        1991                South
## 1432                     N             293        1986                South
## 1433                     N            3729        1998                South
## 1434                     N            1342        2013                South
## 1435                     Y             330        1886                South
## 1436                     Y            2566        2008                 West
## 1437                     N            1724        1932                 West
## 1438                     N            3120        2001                South
## 1439                     N             254        1981               Island
## 1440                     N            4952        1997            Northeast
## 1441                     N           13112        1855              Midwest
## 1442                     N            6245        2002            Northeast
## 1443                     Y            1320        2001                 West
## 1444                     N            3159        2001            Northeast
## 1445                     Y             950        1986                South
## 1446                     N            3849        1998               Island
## 1447                     Y             697        1936                 West
## 1448                     Y             138        1817              Midwest
## 1449                     N             456        1931            Northeast
## 1450                     N             568        2005            Northeast
## 1451                     Y             907        1992                 West
## 1452                     N             814        1852                 West
## 1453                     N             619        1980              Midwest
## 1454                     N             689        2003            Northeast
## 1455                     N             451        1875            Northeast
## 1456                     N             622        1999                South
## 1457                     N             139        2010                 West
## 1458                     N            5807        1991                South
## 1459                     N            5064        1936                South
## 1460                     N            3155        1885              Midwest
## 1461                     N            3388        1998                South
## 1462                     N            3263        1975            Northeast
## 1463                     N            3953        2013                South
## 1464                     N            3883        1987                 West
## 1465                     N            4391        2003            Northeast
## 1466                     N            5982        2007              Midwest
## 1467                     N            6019        2000            Northeast
## 1468                     N            1812        1965                 West
## 1469                     N            1089        1973                South
## 1470                     N            2979        2004                South
## 1471                     N            1732        1977                South
## 1472                     N            2081        2002                South
## 1473                     N            1561        1800                South
## 1474                     N            2198        1934                 West
## 1475                     N             706        1994              Midwest
## 1476                     Y             527        1843                South
## 1477                     N             609        2000                 West
## 1478                     Y            1251        1977            Northeast
## 1479                     N            3843        2008                 West
## 1480                     N            2608        1999                South
## 1481                     N             746        1876                 West
## 1482                     N             419        2011                 West
## 1483                     N            1293        2000                 West
## 1484                     N            3664        2004            Northeast
## 1485                     N              35        2008                South
## 1486                     N            1758        2001            Northeast
## 1487                     N            4491        1998            Northeast
## 1488                     N            2837        2013                 West
## 1489                     N            1536        1994            Northeast
## 1490                     N            1176        1981              Midwest
## 1491                     N            1156        1992                 West
## 1492                     N            1137        1900                 West
## 1493                     N             304        2011            Northeast
## 1494                     N             812        1960                 West
## 1495                     Y             911        2010                South
## 1496                     N            2364        1850                 West
## 1497                     Y            2099        1932                 West
## 1498                     N            2869        1958            Northeast
## 1499                     N             283        2005                 West
## 1500                     N             541        1937            Northeast
## 1501                     N             366        1973            Northeast
## 1502                     N            3724        1991                South
## 1503                     N           90791        1987            Northeast
## 1504                     N            2457        1857            Northeast
## 1505                     N            1227        1997              Midwest
## 1506                     N            2745        2015              Midwest
## 1507                     N            2074        1924            Northeast
## 1508                     N            1424        1997              Midwest
## 1509                     N             881        1887                South
## 1510                     N             119        2002            Northeast
## 1511                     N            4630        2008            Northeast
## 1512                     N            1497        1997                 West
## 1513                     N            1768        2010                 West
## 1514                     Y             812        1997            Northeast
## 1515                     N            3914        1967                South
## 1516                     N            2360        2009              Midwest
## 1517                     N              42        1984                South
## 1518                     N            3388        1946                South
## 1519                     Y             765        1962            Northeast
## 1520                     N            2836        2011                South
## 1521                     N             297        2000                 West
## 1522                     N             867        1946                South
## 1523                     N             802        2002                South
## 1524                     N             741        1904                South
## 1525                     N            2678        2009                 West
## 1526                     N             996        1995            Northeast
## 1527                     N            2076        1947            Northeast
## 1528                     N            1736        2005              Midwest
## 1529                     N            1625        1979            Northeast
## 1530                     N            5117        1992                 West
## 1531                     N            2341        1987            Northeast
## 1532                     N            2357        1887            Northeast
## 1533                     N            1041        2002                 West
## 1534                     N            5661        1989                 West
## 1535                     N            1753        1995                 West
## 1536                     N            3654        1975                South
## 1537                     N            2940        2011                 West
## 1538                     N            2516        1885                South
## 1539                     N            3002        1997                South
## 1540                     N            3635        1886                 West
## 1541                     N            2508        2006                South
## 1542                     N             466        1993            Northeast
## 1543                     N            4109        2000                 West
## 1544                     Y             658        2010                South
## 1545                     N            3882        1975                 West
## 1546                     Y            1921        1968            Northeast
## 1547                     N            2034        2010                 West
## 1548                     N            3449        2012            Northeast
## 1549                     N            5254        1999                 West
## 1550                     N            3702        1952                South
## 1551                     N             888        1993               Island
## 1552                     N             262        1993              Midwest
## 1553                     N             374        2009            Northeast
## 1554                     Y            1941        2013                South
## 1555                     N            2380        1995            Northeast
## 1556                     Y            3478        1997            Northeast
## 1557                     N             878        2003              Midwest
## 1558                     N             938        2007                 West
## 1559                     N            3208        1994              Midwest
## 1560                     Y            5743        2001                 West
## 1561                     Y             786        2010                South
## 1562                     N            4367        1877                South
## 1563                     N            4562        2008                 West
## 1564                     N            1267        1947              Midwest
## 1565                     N            1350        2006            Northeast
## 1566                     N            2532        2009                South
## 1567                     N           34673        1981              Midwest
## 1568                     Y            5303        1991            Northeast
## 1569                     N            4495        2006                South
## 1570                     N            2389        2000                 West
## 1571                     N            2803        2007            Northeast
## 1572                     N            4163        1993            Northeast
## 1573                     N             105        1951            Northeast
## 1574                     N            3255        1966                South
## 1575                     N            2752        1962              Midwest
## 1576                     Y            4456        2012                 West
## 1577                     N            3456        1991               Island
## 1578                     N            1893        1998                 West
## 1579                     N            3663        1978            Northeast
## 1580                     Y            2504        2000                South
## 1581                     N            4135        1973            Northeast
## 1582                     N            4731        2008            Northeast
## 1583                     N            1426        2007              Midwest
## 1584                     N             714        2000              Midwest
## 1585                     N            1527        1854                 West
## 1586                     N           19157        1997                South
## 1587                     N            6362        2004                 West
## 1588                     N             718        2000            Northeast
## 1589                     N             479        2002            Northeast
## 1590                     N            1100        1918                South
## 1591                     N            2146        2008                South
## 1592                     N            3532        1915            Northeast
## 1593                     N            1504        1997                South
## 1594                     N            2170        1998                 West
## 1595                     N            3667        2011                South
## 1596                     N            5319        1838            Northeast
## 1597                     N            1132        1975            Northeast
## 1598                     N           25618        1876            Northeast
## 1599                     N            4722        2007            Northeast
## 1600                     N             917        2002                 West
## 1601                     N            3065        1973              Midwest
## 1602                     N             322        2013            Northeast
## 1603                     N            5725        1984                South
## 1604                     Y             501        1998                South
## 1605                     N             696        1991                South
## 1606                     N            4786        1938               Island
## 1607                     N             637        2008                South
## 1608                     N            1507        1937               Island
## 1609                     N             853        2000            Northeast
## 1610                     Y            2414        1959                 West
## 1611                     N            3620        2001              Midwest
## 1612                     N            1995        2005              Midwest
## 1613                     N           22888        1998              Midwest
## 1614                     N            1438        1911                 West
## 1615                     N            3249        1888            Northeast
## 1616                     N            1073        2013                 West
## 1617                     N            4377        1998                South
## 1618                     N            1696        1999            Northeast
## 1619                     N            1805        2005                 West
## 1620                     N            3860        2007            Northeast
## 1621                     N            3302        2002                South
## 1622                     N            1426        2007                 West
## 1623                     N            1839        1964              Midwest
## 1624                     N            3416        2005            Northeast
## 1625                     N             653        2013                 West
## 1626                     N            4242        1996                 West
## 1627                     Y           60548        2007                South
## 1628                     N            1085        1999            Northeast
## 1629                     N            3058        1994              Midwest
## 1630                     N            1608        1995                 West
## 1631                     N            1267        1986            Northeast
## 1632                     N             204        1971                South
## 1633                     N            2575        1997            Northeast
## 1634                     N            5187        2003                 West
## 1635                     N            1743        2005                 West
## 1636                     N           20237        1970            Northeast
## 1637                     N           36459        1884                 West
## 1638                     Y            1230        1978                South
## 1639                     Y            1993        2001                South
## 1640                     N            2159        2003                 West
## 1641                     Y            7833        2001              Midwest
## 1642                     N             524        2003               Island
## 1643                     N            2850        2006               Island
## 1644                     N             647        1999            Northeast
## 1645                     N            4164        2004                 West
## 1646                     N            3027        1997            Northeast
## 1647                     N            1592        1923            Northeast
## 1648                     N             210        1986                 West
## 1649                     Y          156645        1978                 West
## 1650                     N            3212        1940                South
## 1651                     N            1682        1998                South
## 1652                     N             514        2008              Midwest
## 1653                     N           29948        1972                 West
## 1654                     N             332        2001                 West
## 1655                     N            2757        1987                 West
## 1656                     Y            4702        2013                South
## 1657                     Y            4097        2003                 West
## 1658                     N            1566        1902                South
## 1659                     Y            1624        1985                South
## 1660                     Y            1326        1972                 West
## 1661                     N            1251        2004            Northeast
## 1662                     N             122        1980                South
## 1663                     N             540        1997                 West
## 1664                     N            1129        2007                South
## 1665                     N            1368        1968              Midwest
## 1666                     N            3392        1983            Northeast
## 1667                     N             542        1991                South
## 1668                     Y            1817        1996                South
## 1669                     N            3060        1991              Midwest
## 1670                     N            1297        1956                South
## 1671                     N             520        1996            Northeast
## 1672                     N            2386        1973            Northeast
## 1673                     N             770        2012                 West
## 1674                     N            1309        1966                 West
## 1675                     N            6664        2011                 West
## 1676                     N            3598        1921            Northeast
## 1677                     N            1452        2003            Northeast
## 1678                     Y            2468        2005                South
## 1679                     N            2477        1971                South
## 1680                     N            2194        2001            Northeast
## 1681                     Y            2012        2012                 West
## 1682                     N            4234        2008                 West
## 1683                     N            1113        2011                 West
## 1684                     N            1979        2004            Northeast
## 1685                     N              45        1994            Northeast
## 1686                     N            1627        1978              Midwest
## 1687                     N            3265        1972            Northeast
## 1688                     N            4647        2000                 West
## 1689                     N            1811        1973              Midwest
## 1690                     N            1153        2005            Northeast
## 1691                     N            8145        2011              Midwest
## 1692                     N            1757        2001            Northeast
## 1693                     N            2553        1890                South
## 1694                     N           19619        1981            Northeast
## 1695                     N             764        1994                 West
## 1696                     N             563        1978            Northeast
## 1697                     N             798        2007            Northeast
## 1698                     N             389        2009              Midwest
## 1699                     N             736        1889              Midwest
## 1700                     Y            3083        2004                South
## 1701                     N            2871        1986                South
## 1702                     N            1518        1992              Midwest
## 1703                     N            1751        2009            Northeast
## 1704                     N           57909        1888                 West
## 1705                     N            1175        2001                 West
## 1706                     N            5120        2012                 West
## 1707                     N           83371        2011                 West
## 1708                     N             622        1984            Northeast
## 1709                     N            2001        2007            Northeast
## 1710                     N            2481        1987                 West
## 1711                     Y             262        2013                 West
## 1712                     N             524        1996                 West
## 1713                     N            4123        2007                South
## 1714                     N            2248        1994            Northeast
## 1715                     N            1834        1804            Northeast
## 1716                     N            3150        1985                South
## 1717                     N              78        2012                 West
## 1718                     N            1073        1949            Northeast
## 1719                     N            4667        2000                 West
## 1720                     Y            3422        2010              Midwest
## 1721                     N             105        2005            Northeast
## 1722                     Y            1852        1954                South
## 1723                     N             665        1900                South
## 1724                     N            1828        1898                 West
## 1725                     Y            2536        1994            Northeast
## 1726                     N            1947        1909            Northeast
## 1727                     N            3519        2006                South
## 1728                     N             573        2015                 West
## 1729                     N            2246        2000                South
## 1730                     N            3421        2009            Northeast
## 1731                     N            1534        1997                South
## 1732                     N            2125        2010              Midwest
## 1733                     N             939        1946                 West
## 1734                     N            2701        1946                South
## 1735                     N            1250        1919                South
## 1736                     N            2863        1988            Northeast
## 1737                     N            4789        2005                South
## 1738                     Y            3389        2012                 West
## 1739                     N            3861        1985              Midwest
## 1740                     N            1672        1981            Northeast
## 1741                     N            3258        1900                South
## 1742                     Y            1209        2006            Northeast
## 1743                     N            2258        2004                 West
## 1744                     N            4730        1868              Midwest
## 1745                     N            2342        1979            Northeast
## 1746                     N            1767        1948                 West
## 1747                     N            3663        1999                South
## 1748                     N            2141        1992            Northeast
## 1749                     N            1690        1823                South
## 1750                     N            3831        1999                South
## 1751                     N            1036        1986            Northeast
## 1752                     N            1783        2000            Northeast
## 1753                     Y            1927        2001                 West
## 1754                     N            1216        2012            Northeast
## 1755                     N            5222        1998                South
## 1756                     N            2091        2000              Midwest
## 1757                     N            1148        2004              Midwest
## 1758                     Y            2228        1987                South
## 1759                     N             638        1988                 West
## 1760                     Y            4299        1893              Midwest
## 1761                     N            2896        2001            Northeast
## 1762                     N            2423        1993            Northeast
## 1763                     N            2399        2007              Midwest
## 1764                     N            4826        1994                 West
## 1765                     N            1799        1999              Midwest
## 1766                     N            4599        1996            Northeast
## 1767                     Y             457        1837                South
## 1768                     Y            1998        1908                South
## 1769                     N             134        1998                South
## 1770                     N            2726        2010                 West
## 1771                     N             128        1833              Midwest
## 1772                     Y            1058        1984                South
## 1773                     N            2753        1999            Northeast
## 1774                     N            2054        2004                South
## 1775                     N             464        1941                South
## 1776                     N            3540        1987                South
## 1777                     N            4442        1968                South
## 1778                     N            3062        2014                 West
## 1779                     N             450        1974            Northeast
## 1780                     N            1040        1998                 West
## 1781                     N            2640        1994            Northeast
## 1782                     N            1305        2001              Midwest
## 1783                     N             732        2003            Northeast
## 1784                     N            3240        1986            Northeast
## 1785                     N            1846        1971                 West
## 1786                     N             470        2005                 West
## 1787                     N            2684        1855                South
## 1788                     N           10449        1976                South
## 1789                     N             347        2001                South
## 1790                     N           13423        1991            Northeast
## 1791                     N            4058        2009                 West
## 1792                     N             503        2010              Midwest
## 1793                     N            3167        1981            Northeast
## 1794                     N            3496        2002            Northeast
## 1795                     N            3432        1989              Midwest
## 1796                     N            1769        2005                South
## 1797                     N            1695        1928                South
## 1798                     N            1899        1982                South
## 1799                     N             199        2013                South
## 1800                     N            2682        1995            Northeast
## 1801                     N            4709        1995                 West
## 1802                     N            2887        1990                 West
## 1803                     N            1346        2003            Northeast
## 1804                     N           32503        1925                South
## 1805                     N             259        1975            Northeast
## 1806                     Y             612        1999              Midwest
## 1807                     N             153        1996              Midwest
## 1808                     N            1983        2004                 West
## 1809                     Y            4081        2008                South
## 1810                     N            3940        1917                South
## 1811                     Y            5815        1847                 West
## 1812                     N          108200        1994                South
## 1813                     N             239        2001                 West
## 1814                     N            5441        2006                 West
## 1815                     N             558        1981              Midwest
## 1816                     N            4246        2006                 West
## 1817                     N            4478        1982            Northeast
## 1818                     Y            1248        1999                South
## 1819                     N             867        2013                 West
## 1820                     N            1600        1966                 West
## 1821                     N            1688        1994            Northeast
## 1822                     Y            2938        1986                 West
## 1823                     N            3463        1980              Midwest
## 1824                     N            4400        1999              Midwest
## 1825                     Y             498        1999                 West
## 1826                     N            1684        2004                South
## 1827                     Y              13        1989            Northeast
## 1828                     Y            1571        2001                South
## 1829                     N            1039        1992                 West
## 1830                     N            1353        1999            Northeast
## 1831                     Y            1021        1993              Midwest
## 1832                     N            3824        1817                South
## 1833                     Y              37        1986            Northeast
## 1834                     N           19524        1975                 West
## 1835                     N             451        1968                 West
## 1836                     N             752        1970            Northeast
## 1837                     Y            1670        2004                South
## 1838                     N             631        2008                 West
## 1839                     N            4297        1986                South
## 1840                     N            4505        1999                 West
## 1841                     N            2093        1980            Northeast
## 1842                     N            1124        2008                South
## 1843                     N            1060        1838                South
## 1844                     N           54598        1992                 West
## 1845                     N            1336        1925                South
## 1846                     N            2831        1996              Midwest
## 1847                     N            1424        2007            Northeast
## 1848                     N            4612        2000              Midwest
## 1849                     N            1377        1993                 West
## 1850                     Y            2624        1885                 West
## 1851                     Y            1866        1923                South
## 1852                     N            2850        1999                South
## 1853                     N            1906        1999                 West
## 1854                     N            4314        1968            Northeast
## 1855                     N             320        1994            Northeast
## 1856                     N            2633        1962            Northeast
## 1857                     N            4749        1985            Northeast
## 1858                     N            2375        2014            Northeast
## 1859                     N             219        2011              Midwest
## 1860                     Y            5066        1987            Northeast
## 1861                     N            1594        1982            Northeast
## 1862                     N             516        1986              Midwest
## 1863                     N            5572        2003                South
## 1864                     N            4325        1965                South
## 1865                     N            1420        1997            Northeast
## 1866                     N            2557        1978              Midwest
## 1867                     N            3216        2003              Midwest
## 1868                     Y             430        1934              Midwest
## 1869                     N            3648        1998              Midwest
## 1870                     N            1730        2012            Northeast
## 1871                     N            2317        2005              Midwest
## 1872                     N             183        1975                 West
## 1873                     N            1015        1938                 West
## 1874                     N             927        1997                 West
## 1875                     Y            2266        1922                South
## 1876                     N            1203        2003                 West
## 1877                     N            2693        2006                 West
## 1878                     N            4589        2010              Midwest
## 1879                     N            3201        1995                 West
## 1880                     N            1126        1998              Midwest
## 1881                     N             636        2007                 West
## 1882                     N            4673        2005                 West
## 1883                     Y            3814        1800            Northeast
## 1884                     N            1438        2003                 West
## 1885                     N            2506        2007              Midwest
## 1886                     N            1382        1997            Northeast
## 1887                     N            4371        2005                 West
## 1888                     N           67632        2001              Midwest
## 1889                     N            4608        1872                South
## 1890                     N            1268        2012                South
## 1891                     N            3725        1971            Northeast
## 1892                     N             833        1998                South
## 1893                     N             443        1954            Northeast
## 1894                     Y            3541        1986                South
## 1895                     N            2163        1962              Midwest
## 1896                     N            4520        2008                South
## 1897                     N            1434        1991            Northeast
## 1898                     N             364        2004                 West
## 1899                     N            2009        2010                 West
## 1900                     N            2867        2005            Northeast
## 1901                     Y             365        2005              Midwest
## 1902                     N            1319        1993            Northeast
## 1903                     N             734        2002                 West
## 1904                     N            2543        2005                South
## 1905                     N            3190        2009            Northeast
## 1906                     Y             297        2006                 West
## 1907                     N            2748        1994            Northeast
## 1908                     N            4320        1986            Northeast
## 1909                     Y            2478        1909            Northeast
## 1910                     Y             190        2004              Midwest
## 1911                     N             376        1926            Northeast
## 1912                     N             473        1989            Northeast
## 1913                     N             543        1998                South
## 1914                     N             655        1989                South
## 1915                     N             483        1999                South
## 1916                     N            2359        1981              Midwest
## 1917                     N           15095        2011                 West
## 1918                     N            2063        1868              Midwest
## 1919                     N            4158        1997            Northeast
## 1920                     N            4622        2005                South
## 1921                     N            1685        2003                 West
## 1922                     N             250        2007              Midwest
## 1923                     N            2272        2004                 West
## 1924                     N             999        1875                South
## 1925                     N            3385        1997            Northeast
## 1926                     N           29941        2005                South
## 1927                     N             133        2009                 West
## 1928                     N            3840        1999                 West
## 1929                     N             787        1998                 West
## 1930                     N             534        2005            Northeast
## 1931                     N           79245        1867               Island
## 1932                     N           65092        2001              Midwest
## 1933                     N            1270        2000                 West
## 1934                     N           11372        1965              Midwest
## 1935                     N             650        2008            Northeast
## 1936                     N            3449        1998                South
## 1937                     N            2455        1838                 West
## 1938                     N            2650        2002            Northeast
## 1939                     N           18093        1995                South
## 1940                     N             711        1998            Northeast
## 1941                     N            1798        2012            Northeast
## 1942                     Y            2915        1997                 West
## 1943                     N            2950        1999                 West
## 1944                     N            4180        2006            Northeast
## 1945                     N            4393        1839            Northeast
## 1946                     N             372        2008            Northeast
## 1947                     N             368        1981            Northeast
## 1948                     N            2326        2003              Midwest
## 1949                     N            5935        2012              Midwest
## 1950                     Y             292        1838                South
## 1951                     N            1806        2005                South
## 1952                     N             978        1949                South
## 1953                     N             323        1999                South
## 1954                     N            5684        1989            Northeast
## 1955                     N            1769        2006               Island
## 1956                     N            1363        2001              Midwest
## 1957                     Y            3862        1980                South
## 1958                     N            1383        1974                 West
## 1959                     Y            3211        2013            Northeast
## 1960                     N           26052        2007                South
## 1961                     N           33130        1990                South
## 1962                     N            2031        1918            Northeast
## 1963                     Y            3624        1914            Northeast
## 1964                     N            2240        1992            Northeast
## 1965                     N            3731        1999                South
## 1966                     N            2293        1998                South
## 1967                     N             403        1855            Northeast
## 1968                     N            4261        1986            Northeast
## 1969                     N            2677        1836              Midwest
## 1970                     N             623        1980                 West
## 1971                     N             777        2005                 West
## 1972                     N            3571        1998                South
## 1973                     Y            3381        1992            Northeast
## 1974                     N            3557        1989                South
## 1975                     N            2233        2005                South
## 1976                     N            4148        2005                South
## 1977                     N            3146        2008                 West
## 1978                     N            1528        1996            Northeast
## 1979                     N             784        2014              Midwest
## 1980                     N            4541        2004            Northeast
## 1981                     N             613        1952              Midwest
## 1982                     N            4743        2014                South
## 1983                     N            1258        1838                South
## 1984                     N              71        1996              Midwest
## 1985                     N            3616        2008                 West
## 1986                     N            4959        2003                South
## 1987                     N             810        2005                 West
## 1988                     N             953        2004              Midwest
## 1989                     N            3433        1981                South
## 1990                     Y          342120        1997                South
## 1991                     Y             290        2012                South
## 1992                     N             324        2000                South
## 1993                     N            2672        1984                South
## 1994                     N            2939        1982                South
## 1995                     N            4368        1994            Northeast
## 1996                     N            4066        1996                South
## 1997                     N            1779        1989            Northeast
## 1998                     N            1550        1986            Northeast
## 1999                     Y             491        2000                 West
## 2000                     N            1879        2008              Midwest
## 2001                     N            3090        2006            Northeast
## 2002                     N            2583        1996            Northeast
## 2003                     N            3275        1939                 West
## 2004                     N            1725        1971            Northeast
## 2005                     N            2285        1871                South
## 2006                     N            3721        1970                South
## 2007                     N             242        2007              Midwest
## 2008                     N            3245        2007                 West
## 2009                     N            1127        2008                 West
## 2010                     N            3111        1978            Northeast
## 2011                     N             709        2005                 West
## 2012                     Y              39        1969                South
## 2013                     N            2056        1987                South
## 2014                     N           19672        2000                South
## 2015                     N             910        1998            Northeast
## 2016                     Y             507        1986                 West
## 2017                     N            3020        1989                 West
## 2018                     N            3010        1996                 West
## 2019                     Y            2431        2005            Northeast
## 2020                     N             491        2004            Northeast
## 2021                     N            3265        1994                South
## 2022                     N             397        2000            Northeast
## 2023                     N            4797        2010                 West
## 2024                     N             912        1988                 West
## 2025                     Y            2670        1998                South
## 2026                     N            1542        1989                South
## 2027                     N             338        2005                South
## 2028                     N            2337        1996                South
## 2029                     N            1276        1940                 West
## 2030                     N            2497        1984              Midwest
## 2031                     N              93        1989              Midwest
## 2032                     N             542        1970              Midwest
## 2033                     Y            3111        2006                South
## 2034                     N            2845        2008              Midwest
## 2035                     N            1334        2001            Northeast
## 2036                     N            5084        2005                South
## 2037                     N            4569        1946                South
## 2038                     N             673        1981            Northeast
## 2039                     Y             200        2010            Northeast
## 2040                     N            4422        1971                 West
## 2041                     N             481        1996                South
## 2042                     N            1701        2001            Northeast
## 2043                     N            4487        1946                South
## 2044                     N            3429        2010            Northeast
## 2045                     N            2998        1998                 West
## 2046                     N            1560        1987                 West
## 2047                     N             766        1998                South
## 2048                     N            2943        2001               Island
## 2049                     N            3163        2004                South
## 2050                     N           22304        2002              Midwest
## 2051                     N            1610        1995                South
## 2052                     N             388        1996            Northeast
## 2053                     Y             110        2004                 West
## 2054                     N            4176        2006              Midwest
## 2055                     N            3902        2000                South
## 2056                     N            3448        2007            Northeast
## 2057                     N            1278        1971            Northeast
## 2058                     Y            1717        2004                 West
## 2059                     N             129        1997                 West
## 2060                     N            5473        2001              Midwest
## 2061                     N            2667        1963              Midwest
## 2062                     N            1697        1923            Northeast
## 2063                     N            3751        1984                 West
## 2064                     N            2269        1994            Northeast
## 2065                     N             327        2009            Northeast
## 2066                     N            2069        2008              Midwest
## 2067                     Y            2044        1932                 West
## 2068                     N            1276        2002                South
## 2069                     N            4504        1952                 West
## 2070                     Y            2797        1898                South
## 2071                     N            4214        1999            Northeast
## 2072                     N            4327        1996              Midwest
## 2073                     N            1850        2004                South
## 2074                     N            2959        2000              Midwest
## 2075                     N             718        1971              Midwest
## 2076                     N            2735        2005            Northeast
## 2077                     Y            1256        1919                South
## 2078                     N             317        2000                 West
## 2079                     N            3830        1985                 West
## 2080                     N             921        2007            Northeast
## 2081                     N            2464        1989                 West
## 2082                     N             443        1996              Midwest
## 2083                     N            1323        1962            Northeast
## 2084                     Y             192        1984                South
## 2085                     N            4044        1970            Northeast
## 2086                     Y            3914        1995                South
## 2087                     N            5010        1969            Northeast
## 2088                     N            2411        1850            Northeast
## 2089                     N             870        1985                 West
## 2090                     N             222        1982              Midwest
## 2091                     N             809        1909              Midwest
## 2092                     Y             849        2010                 West
## 2093                     N              33        2003                South
## 2094                     N            1214        1980                 West
## 2095                     N            2555        2005            Northeast
## 2096                     N            1564        1990            Northeast
## 2097                     N             962        1999              Midwest
## 2098                     N            1929        1869                 West
## 2099                     N            2685        2013                South
## 2100                     N            2154        2005              Midwest
## 2101                     N            2353        1965              Midwest
## 2102                     Y             666        2014                 West
## 2103                     N            3472        1980            Northeast
## 2104                     Y            1975        1988            Northeast
## 2105                     N             385        2010            Northeast
## 2106                     N            5582        1996                South
## 2107                     N             724        2003            Northeast
## 2108                     Y            3037        2009                 West
## 2109                     N             680        1995            Northeast
## 2110                     N            3533        1993                 West
## 2111                     N            1802        1881                South
## 2112                     N             592        1838                 West
## 2113                     N           22901        2000                 West
## 2114                     N             986        1978                South
## 2115                     N            2030        1965                 West
## 2116                     N           23858        2006                 West
## 2117                     N            4559        1838            Northeast
## 2118                     N           69962        1996              Midwest
## 2119                     N            8438        1998                 West
## 2120                     N            2479        1978                 West
## 2121                     N            1082        1998                South
## 2122                     Y             965        2012                South
## 2123                     N             721        2008                South
## 2124                     N            3004        1979               Island
## 2125                     N           25994        1994                 West
## 2126                     N            1566        1948                 West
## 2127                     N            1223        2007                South
## 2128                     N            3151        1849              Midwest
## 2129                     N            5213        2001            Northeast
## 2130                     N            1691        2003            Northeast
## 2131                     N            1690        1972                South
## 2132                     N              16        1998                 West
## 2133                     Y            1388        1986                South
## 2134                     N            1621        1996                South
## 2135                     N            1319        2002            Northeast
## 2136                     N            2345        1999                 West
## 2137                     N            2569        1849            Northeast
## 2138                     N            1469        2010            Northeast
## 2139                     N            3139        1968            Northeast
## 2140                     N            2082        2011                 West
## 2141                     N           20124        2002            Northeast
## 2142                     N            3825        1952                South
## 2143                     Y            1430        1937                South
## 2144                     N          136307        1838            Northeast
## 2145                     N            3352        2005                South
## 2146                     N            1126        1985              Midwest
## 2147                     N            2260        1983                South
## 2148                     N            5205        2001                 West
## 2149                     N            4494        2007                South
## 2150                     N            4579        1855            Northeast
## 2151                     N            1377        2006            Northeast
## 2152                     N            2007        1988                South
## 2153                     N            3095        1967                South
## 2154                     Y            2932        1998                 West
## 2155                     N             508        1989                 West
## 2156                     N             365        1948              Midwest
## 2157                     N            7195        1977                South
## 2158                     N             224        1971                 West
## 2159                     Y            4991        1923                South
## 2160                     N            1648        1977                 West
## 2161                     N            3275        1941                 West
## 2162                     Y            2548        1869                 West
## 2163                     N           28916        1968            Northeast
## 2164                     N             516        1996              Midwest
## 2165                     N             649        2001                South
## 2166                     Y             947        1847                South
## 2167                     Y             259        1998                South
## 2168                     N            3992        1967                South
## 2169                     N            2198        1967                South
## 2170                     N            2566        1838                 West
## 2171                     N            2781        1979              Midwest
## 2172                     Y            2203        2013                 West
## 2173                     Y           69276        2006            Northeast
## 2174                     N            2940        1840            Northeast
## 2175                     N           51114        2006            Northeast
## 2176                     N            3355        2001              Midwest
## 2177                     N            2948        2004            Northeast
## 2178                     N            5709        2005                South
## 2179                     N             138        1977                 West
## 2180                     N            5545        2005                 West
## 2181                     N            2723        1952              Midwest
## 2182                     N            1006        1851                 West
## 2183                     N            1720        2007            Northeast
## 2184                     N            2206        1997            Northeast
## 2185                     N            1127        1922                South
## 2186                     N            3246        2007                South
## 2187                     Y             650        1872            Northeast
## 2188                     N            3920        1866            Northeast
## 2189                     N            5072        1975                 West
## 2190                     N            2935        2014            Northeast
## 2191                     N            3545        1990                South
## 2192                     Y             128        1985                South
## 2193                     Y            2055        2012                South
## 2194                     N            1842        1982                 West
## 2195                     N          145007        2012                 West
## 2196                     N            1594        1999                South
## 2197                     N            4385        1994                South
## 2198                     N             261        2006               Island
## 2199                     N             739        2006            Northeast
## 2200                     N            4909        2012                South
## 2201                     N            5140        1993                 West
## 2202                     N            1871        1954              Midwest
## 2203                     N            5146        1962                 West
## 2204                     N            3780        1991            Northeast
## 2205                     N             206        1999                 West
## 2206                     N             148        1977            Northeast
## 2207                     N             637        1876                South
## 2208                     N            4329        2001                 West
## 2209                     Y             967        1998                South
## 2210                     N            2447        1980                 West
## 2211                     Y            2263        2004                 West
## 2212                     N            3314        2010                 West
## 2213                     N            3386        2005              Midwest
## 2214                     N            1737        1996            Northeast
## 2215                     N            4907        2008                South
## 2216                     N             869        1997                 West
## 2217                     Y            4377        1992                South
## 2218                     N            3533        2011              Midwest
## 2219                     N             791        1978            Northeast
## 2220                     N            3669        2007            Northeast
## 2221                     Y            5611        2006              Midwest
## 2222                     N            3612        2003                 West
## 2223                     N             381        1908              Midwest
## 2224                     N            2609        2003            Northeast
## 2225                     Y            2310        1997            Northeast
## 2226                     N            1272        1899                 West
## 2227                     N            1479        2000              Midwest
## 2228                     N           15671        2001              Midwest
## 2229                     N             443        2006            Northeast
## 2230                     N             869        1984              Midwest
## 2231                     N             271        1999              Midwest
## 2232                     N            3044        2011            Northeast
## 2233                     N             964        1996              Midwest
## 2234                     N             607        1968                 West
## 2235                     N             600        1990            Northeast
## 2236                     N              36        1943                 West
## 2237                     N            2782        1968                 West
## 2238                     Y            4057        2013                 West
## 2239                     N            1719        1978            Northeast
## 2240                     N             264        1993              Midwest
## 2241                     N            1360        1989            Northeast
## 2242                     Y             835        1969                South
## 2243                     N             325        1920            Northeast
## 2244                     N            5578        2003            Northeast
## 2245                     N            4092        1997                 West
## 2246                     N            3081        1893            Northeast
## 2247                     N             634        1869                South
## 2248                     Y            1929        2012                South
## 2249                     N            2238        2009              Midwest
## 2250                     N            2026        2005                South
## 2251                     N            3867        1999            Northeast
## 2252                     N            2988        2001                 West
## 2253                     N            4916        2004                 West
## 2254                     N            1747        1999                South
## 2255                     N            3408        1966               Island
## 2256                     N            3374        1998                South
## 2257                     N             417        1998            Northeast
## 2258                     N             632        1976                 West
## 2259                     N            4921        1998                South
## 2260                     N            1504        1957                 West
## 2261                     N            1588        2012                South
## 2262                     N            2577        1984              Midwest
## 2263                     N            2259        1996                 West
## 2264                     Y             844        2008                 West
## 2265                     N             405        2012            Northeast
## 2266                     N            1414        1856            Northeast
## 2267                     N           23890        1845                South
## 2268                     N            1023        1977                 West
## 2269                     N            1264        2004                 West
## 2270                     N            3059        1967                 West
## 2271                     Y            1252        1999                 West
## 2272                     N             598        1999            Northeast
## 2273                     N            5456        2010                South
## 2274                     N            1976        1962              Midwest
## 2275                     N            1433        1997                 West
## 2276                     N            3763        2001              Midwest
## 2277                     N            2067        2010                 West
## 2278                     N            2985        2008                South
## 2279                     N             930        1855                 West
## 2280                     N            1801        1975                South
## 2281                     N            2720        1886                South
## 2282                     N            1479        1863              Midwest
## 2283                     N            2545        1999                South
## 2284                     N             273        1959                 West
## 2285                     N            1925        1998                 West
## 2286                     N            1016        1991                South
## 2287                     N            2602        1945                South
## 2288                     N            1551        2002               Island
## 2289                     N            2095        1987                 West
## 2290                     N            4226        2004              Midwest
## 2291                     N            1853        1926            Northeast
## 2292                     N            3180        1987                South
## 2293                     N            3504        2000                South
## 2294                     N            1442        2007                South
## 2295                     N            2895        2006                South
## 2296                     N            1278        2008                 West
## 2297                     Y            3026        2001                South
## 2298                     N             633        2009            Northeast
## 2299                     N            2581        1974              Midwest
## 2300                     N            3039        1964                 West
## 2301                     N             349        2003                 West
## 2302                     N            2431        1954                 West
## 2303                     N            2673        1817              Midwest
## 2304                     N            1628        1847              Midwest
## 2305                     N            2720        1996            Northeast
## 2306                     N            5887        1878                South
## 2307                     N            1390        1869              Midwest
## 2308                     N            2103        1889                South
## 2309                     N            1509        1997                South
## 2310                     N            2353        1997              Midwest
## 2311                     N            4936        1994                 West
## 2312                     N            4793        2009                South
## 2313                     N            2327        1969                South
## 2314                     N            1011        2001                 West
## 2315                     N            2866        2008              Midwest
## 2316                     Y             120        2012            Northeast
## 2317                     Y            3097        1876            Northeast
## 2318                     N            3866        2006                 West
## 2319                     N            4287        2007            Northeast
## 2320                     Y             255        2001                 West
## 2321                     N            3334        1987                South
## 2322                     N             205        2007                 West
## 2323                     N            1316        2006                South
## 2324                     Y            2378        2006            Northeast
## 2325                     N            3735        2013                 West
## 2326                     N             594        2000              Midwest
## 2327                     N            3490        2010                South
## 2328                     N            2115        1873                South
## 2329                     N          180697        1904                South
## 2330                     Y            3673        2013                South
## 2331                     N            2676        1995            Northeast
## 2332                     N            7999        1996            Northeast
## 2333                     N            1546        1983                 West
## 2334                     Y            1539        1977              Midwest
## 2335                     N             352        2004                South
## 2336                     N              98        1939              Midwest
## 2337                     N            4868        2001            Northeast
## 2338                     N             531        1961                South
## 2339                     N             334        1947                South
## 2340                     N          188650        1977                South
## 2341                     N             822        1947                 West
## 2342                     N             543        1990            Northeast
## 2343                     N            4460        2005              Midwest
## 2344                     N             885        1904               Island
## 2345                     N            3524        2002                 West
## 2346                     N            1169        1997                 West
## 2347                     N             275        2000                South
## 2348                     N            2446        2006            Northeast
## 2349                     N             555        1982                South
## 2350                     N            3994        1955                 West
## 2351                     N            2309        2007                 West
## 2352                     Y             594        2002              Midwest
## 2353                     N            1871        2009              Midwest
## 2354                     Y            1367        2011                South
## 2355                     N            4379        2004                 West
## 2356                     N             707        1987                South
## 2357                     N             638        1871                 West
## 2358                     N            1280        1994                 West
## 2359                     N            1380        2008                 West
## 2360                     N            3528        2002            Northeast
## 2361                     Y            2236        1855                 West
## 2362                     N            1503        2009              Midwest
## 2363                     N            1503        2001               Island
## 2364                     N             488        1997                South
## 2365                     N            2871        1880              Midwest
## 2366                     N            1154        1987              Midwest
## 2367                     N            2432        2001                 West
## 2368                     N            3645        1970            Northeast
## 2369                     N            1418        1868                South
## 2370                     N            1383        1980                South
## 2371                     N            1051        1880                 West
## 2372                     N            2296        1997            Northeast
## 2373                     N             420        2013            Northeast
## 2374                     N            3685        1981                South
## 2375                     N             268        1985                South
## 2376                     N             448        1836                South
## 2377                     N            4098        1992                 West
## 2378                     N            2888        1836                South
## 2379                     N             914        1858                South
## 2380                     N             189        2013              Midwest
## 2381                     N            1820        1970              Midwest
## 2382                     Y             566        1855                South
## 2383                     N              52        2007                 West
## 2384                     N            1647        2010            Northeast
## 2385                     N            3863        2007                 West
## 2386                     N            1614        2000                South
## 2387                     N            1042        1979            Northeast
## 2388                     N             130        2001                 West
## 2389                     N            2899        1968            Northeast
## 2390                     N             289        1909            Northeast
## 2391                     N            1416        1962            Northeast
## 2392                     N             497        2008                South
## 2393                     N            4722        2006              Midwest
## 2394                     N            3311        1989                 West
## 2395                     N             945        2010                 West
## 2396                     N            3034        1995                 West
## 2397                     Y             126        2013                 West
## 2398                     N          127274        1997               Island
## 2399                     N           16808        2002                South
## 2400                     N             171        2005                 West
## 2401                     N          253772        1838            Northeast
## 2402                     N             439        1874              Midwest
## 2403                     N            1822        1983            Northeast
## 2404                     Y            1411        2009                 West
## 2405                     N            1687        1992            Northeast
## 2406                     N            2052        2001                South
## 2407                     N            4912        1947              Midwest
## 2408                     N            1823        2006                South
## 2409                     N             503        2005              Midwest
## 2410                     N            1986        1998            Northeast
## 2411                     Y            4164        1986                 West
## 2412                     N             270        2012              Midwest
## 2413                     N            6513        2006            Northeast
## 2414                     N             589        1885            Northeast
## 2415                     N            2686        2000              Midwest
## 2416                     N            5430        1867                South
## 2417                     Y            2481        2010                South
## 2418                     N             839        1975            Northeast
## 2419                     N            2259        1998              Midwest
## 2420                     N             185        1997            Northeast
## 2421                     N             700        1992              Midwest
## 2422                     N            1076        2011                 West
## 2423                     Y             723        2001                South
## 2424                     N            1814        2000            Northeast
## 2425                     Y             690        2011              Midwest
## 2426                     N            3083        2005              Midwest
## 2427                     N            3416        2001                South
## 2428                     N             800        1999            Northeast
## 2429                     N             970        2000              Midwest
## 2430                     N           80778        1998            Northeast
## 2431                     N            1791        2003                 West
## 2432                     N            2763        1968            Northeast
## 2433                     N            1284        1985                South
## 2434                     N             962        1993                 West
## 2435                     Y            5854        2013                 West
## 2436                     N            4597        1939              Midwest
## 2437                     N            3710        2006                 West
## 2438                     N            2284        1998                 West
## 2439                     Y            2139        1861                 West
## 2440                     N             153        2011              Midwest
## 2441                     N            1871        1965                 West
## 2442                     N            2477        2010                 West
## 2443                     N            2372        2012              Midwest
## 2444                     N            3130        1994              Midwest
## 2445                     N            4703        2001            Northeast
## 2446                     Y            4241        1988            Northeast
## 2447                     Y            2187        2008                 West
## 2448                     N            1164        1968            Northeast
## 2449                     N             873        2011              Midwest
## 2450                     N              80        2003                 West
## 2451                     N            1329        1959                South
## 2452                     N            3688        2005            Northeast
## 2453                     N           15383        2004                 West
## 2454                     N            1528        1919                South
## 2455                     N            1780        1980            Northeast
## 2456                     N            4135        2001            Northeast
## 2457                     N            1563        2007            Northeast
## 2458                     N            1748        2012            Northeast
## 2459                     N            3761        2006                South
## 2460                     N            1896        1911            Northeast
## 2461                     N            1002        1976                South
## 2462                     N            3788        1980                South
## 2463                     N            4992        1977              Midwest
## 2464                     N            3115        1998                South
## 2465                     N            2648        1999            Northeast
## 2466                     Y           32625        2004              Midwest
## 2467                     N            2052        1941              Midwest
## 2468                     N             632        2007                South
## 2469                     N           28060        1878                 West
## 2470                     N             804        1985                 West
## 2471                     N             498        1999                South
## 2472                     N            6369        1972                South
## 2473                     Y            4274        1904            Northeast
## 2474                     N            1036        1985                 West
## 2475                     N            1001        2007                South
## 2476                     N            3690        2006              Midwest
## 2477                     N             250        1998            Northeast
## 2478                     N             789        1975              Midwest
## 2479                     N            2721        1997                 West
## 2480                     Y             239        1999              Midwest
## 2481                     N            1306        2006                 West
## 2482                     N             774        1994                 West
## 2483                     N             198        1947            Northeast
## 2484                     N            1481        2005              Midwest
## 2485                     N            3518        2002                 West
## 2486                     N            3183        1979              Midwest
## 2487                     N            3275        1996                South
## 2488                     N            2663        1885            Northeast
## 2489                     N            2016        2000                South
## 2490                     N              52        2000              Midwest
## 2491                     N            5303        1946                 West
## 2492                     N            2482        2001                South
## 2493                     N            1829        1838                South
## 2494                     N            2474        2011                South
## 2495                     N           82004        1836                 West
## 2496                     N             248        1960                South
## 2497                     N            1767        1989                South
## 2498                     N            3518        1873                South
## 2499                     N            2950        1868            Northeast
## 2500                     Y            1887        2008                South
## 2501                     N            1552        2001            Northeast
## 2502                     N            2583        2007              Midwest
## 2503                     Y            2672        1897                 West
## 2504                     N            5226        1958            Northeast
## 2505                     N            1419        1855            Northeast
## 2506                     N            1838        2009                 West
## 2507                     N            4104        1999                 West
## 2508                     N            5180        2006                South
## 2509                     N            2798        2004              Midwest
## 2510                     N             547        2001            Northeast
## 2511                     N             414        1999            Northeast
## 2512                     N             911        1881            Northeast
## 2513                     N            3764        1975                 West
## 2514                     N            1193        1997            Northeast
## 2515                     N             854        1996                South
## 2516                     N            2185        1997            Northeast
## 2517                     N            2537        1963                 West
## 2518                     Y            2085        1946            Northeast
## 2519                     N            1141        2000                 West
## 2520                     N            2454        2007                South
## 2521                     N            2036        1998                 West
## 2522                     N            2952        2007                 West
## 2523                     N             731        2005                 West
## 2524                     N            5502        1977            Northeast
## 2525                     N             581        1994                 West
## 2526                     N            2049        1997            Northeast
## 2527                     N            3662        1986                South
## 2528                     N            1215        1984            Northeast
## 2529                     Y            3723        1998                 West
## 2530                     N            3465        2012            Northeast
## 2531                     N             574        1999                South
## 2532                     Y            2178        1818                 West
## 2533                     N            4365        1838              Midwest
## 2534                     N            1101        1850                 West
## 2535                     N            2975        2012            Northeast
## 2536                     N            4647        1899            Northeast
## 2537                     N            4300        2007            Northeast
## 2538                     N            1316        2001                South
## 2539                     N            1807        2009            Northeast
## 2540                     N            3631        2002                 West
## 2541                     N            3460        1898            Northeast
## 2542                     N             639        1989            Northeast
## 2543                     N             120        1868            Northeast
## 2544                     N             971        1920              Midwest
## 2545                     N            1832        2005                South
## 2546                     N             895        1925                 West
## 2547                     N            2415        1990            Northeast
## 2548                     N            3490        2005                South
## 2549                     N            1822        2004            Northeast
## 2550                     N            5223        1997                South
## 2551                     N            1928        1983                South
## 2552                     N             716        2004              Midwest
## 2553                     N            3449        2009            Northeast
## 2554                     N             526        2014            Northeast
## 2555                     N             721        2014            Northeast
## 2556                     N            1896        1995            Northeast
## 2557                     N            2171        1998              Midwest
## 2558                     N            4777        1998               Island
## 2559                     N            2397        1855              Midwest
## 2560                     N             429        1993                 West
## 2561                     N            1236        2001              Midwest
## 2562                     Y            2928        1957                South
## 2563                     N            1581        1962                 West
## 2564                     N            1460        1998                South
## 2565                     N              87        1995            Northeast
## 2566                     N            2857        1995                 West
## 2567                     N            1574        2004              Midwest
## 2568                     N            2604        1994                South
## 2569                     N            1505        2005            Northeast
## 2570                     N            2577        1988                South
## 2571                     N            2528        1885                South
## 2572                     N            2325        1865                 West
## 2573                     N            2674        1886              Midwest
## 2574                     N            2793        1998            Northeast
## 2575                     N            1897        1997                South
## 2576                     N            1011        2013            Northeast
## 2577                     N            4041        2006                 West
## 2578                     Y             746        1936                South
## 2579                     N            3205        2011                 West
## 2580                     N             320        2005                 West
## 2581                     N            2527        1998                South
## 2582                     N            1156        2008                South
## 2583                     N            1236        1925                 West
## 2584                     N            2708        1950            Northeast
## 2585                     N             909        2000              Midwest
## 2586                     N            2221        2005              Midwest
## 2587                     N            1808        2007                South
## 2588                     N            1753        1997            Northeast
## 2589                     N            5203        1998            Northeast
## 2590                     Y            3806        1998              Midwest
## 2591                     N             898        1996                South
## 2592                     N           86610        1990            Northeast
## 2593                     N             969        1855                 West
## 2594                     N            1303        2010              Midwest
## 2595                     N            3060        1997                 West
## 2596                     N             444        2015               Island
## 2597                     N            2106        2003            Northeast
## 2598                     N           23573        2005                South
## 2599                     N           21708        2008                South
## 2600                     N             732        1990              Midwest
## 2601                     N            2431        1998              Midwest
## 2602                     N             938        2005                South
## 2603                     Y           15420        1892                South
## 2604                     N           20932        1940                South
## 2605                     N            2300        2006                 West
## 2606                     N            1999        2000                South
## 2607                     N             363        2006            Northeast
## 2608                     N            3090        2005              Midwest
## 2609                     N              19        2008                South
## 2610                     N             514        2004            Northeast
## 2611                     N            1971        2007                South
## 2612                     N            3174        2005            Northeast
## 2613                     N            2041        1864                South
## 2614                     N            4001        1989                South
## 2615                     N            1854        1990                 West
## 2616                     N            3591        1977                South
## 2617                     N            1161        1995               Island
## 2618                     N            4339        2003            Northeast
## 2619                     N            4950        2013            Northeast
## 2620                     N            3387        1991                South
## 2621                     N            1441        2012                 West
## 2622                     N            5106        1995                 West
## 2623                     N            4551        2009                 West
## 2624                     N            1373        2013              Midwest
## 2625                     N            2332        2001            Northeast
## 2626                     N              43        1980                South
## 2627                     N            2340        2006            Northeast
## 2628                     N            3330        2001                South
## 2629                     N            1646        1911            Northeast
## 2630                     N            3227        1845            Northeast
## 2631                     N            1914        1922            Northeast
## 2632                     N            3520        1889              Midwest
## 2633                     N             526        2014                South
## 2634                     N             502        1970                South
## 2635                     N            1702        2003                 West
## 2636                     N            4083        2006                 West
## 2637                     N            2688        1976            Northeast
## 2638                     N            2944        2008                South
## 2639                     N            2943        1992                 West
## 2640                     N            1313        2007                South
## 2641                     N            2662        1911            Northeast
## 2642                     N             736        1994                South
## 2643                     N            2669        2001                South
## 2644                     N            2707        1990            Northeast
## 2645                     N            6755        1853                South
## 2646                     N            3898        2011            Northeast
## 2647                     N             811        2000              Midwest
## 2648                     N            6084        1997                South
## 2649                     N            4241        1993                South
## 2650                     N            2900        1969            Northeast
## 2651                     N            2486        2000                 West
## 2652                     N             865        1994            Northeast
## 2653                     N            2112        2006                South
## 2654                     N            1555        2013            Northeast
## 2655                     N             231        2006                South
## 2656                     N           25430        2006                South
## 2657                     N            1248        1958              Midwest
## 2658                     N            3924        1957            Northeast
## 2659                     N            3786        2008            Northeast
## 2660                     N             310        2009              Midwest
## 2661                     N           30691        1914                 West
## 2662                     N           20199        2005                South
## 2663                     N             578        1950              Midwest
## 2664                     N            1692        1974                 West
## 2665                     N            5357        2004            Northeast
## 2666                     Y            4008        1987                South
## 2667                     N            2929        1984                 West
## 2668                     N           10173        2001            Northeast
## 2669                     N            3332        2007            Northeast
## 2670                     N            3296        1889                 West
## 2671                     N            2327        2006            Northeast
## 2672                     N            1905        1932                South
## 2673                     N            1341        2006                South
## 2674                     N            1570        1991                South
## 2675                     N             865        2006            Northeast
## 2676                     N            4581        1904                 West
## 2677                     N            1979        1985                 West
## 2678                     N             916        2009              Midwest
## 2679                     N            3673        2009                South
## 2680                     N             436        1971                South
## 2681                     N            2732        1991                 West
## 2682                     N            2491        1894                South
## 2683                     N            2466        2013              Midwest
## 2684                     N            3334        2002                South
## 2685                     N            3503        1999              Midwest
## 2686                     N             627        1994            Northeast
## 2687                     N            4444        2004            Northeast
## 2688                     N             162        2001            Northeast
## 2689                     N            1380        1872                South
## 2690                     N            5744        2001                South
## 2691                     Y            2440        1995            Northeast
## 2692                     N            3684        1984                 West
## 2693                     N             492        2006              Midwest
## 2694                     N            1856        2000            Northeast
## 2695                     Y             869        1999              Midwest
## 2696                     N             749        1889              Midwest
## 2697                     Y             144        2013                 West
## 2698                     N            2389        2002              Midwest
## 2699                     N            3427        2006              Midwest
## 2700                     N            1337        2005            Northeast
## 2701                     N            1756        1841                 West
## 2702                     N            4104        1992                South
## 2703                     N            3160        1979            Northeast
## 2704                     N            8622        1874              Midwest
## 2705                     N             868        2005                 West
## 2706                     N            6499        2000                 West
## 2707                     N            2943        1997              Midwest
## 2708                     N            1124        2004            Northeast
## 2709                     N            1851        1915              Midwest
## 2710                     N            1868        2013              Midwest
## 2711                     N            1108        2000            Northeast
## 2712                     Y           12341        2010              Midwest
## 2713                     N            3529        2007                South
## 2714                     N              77        1998            Northeast
## 2715                     N            1484        1987                South
## 2716                     N            4884        2012                 West
## 2717                     N            1093        1994                South
## 2718                     N              49        2005            Northeast
## 2719                     N            2560        1997                 West
## 2720                     N           23645        1916              Midwest
## 2721                     Y            1367        1969                South
## 2722                     N             796        1998              Midwest
## 2723                     N            2898        1993                 West
## 2724                     N             422        1991                South
## 2725                     N            1229        1930            Northeast
## 2726                     N            2928        2004                 West
## 2727                     N            2043        2006                South
## 2728                     N            3733        1986                South
## 2729                     N           12104        2005                 West
## 2730                     N            1250        2006                South
## 2731                     Y             198        1925            Northeast
## 2732                     N            2329        1922                 West
## 2733                     N             395        1999            Northeast
## 2734                     N            3296        2009                South
## 2735                     N             736        2012                 West
## 2736                     Y            1441        1999            Northeast
## 2737                     Y            3845        1995                South
## 2738                     N            4489        1980                 West
## 2739                     N            4399        1993              Midwest
## 2740                     N            3770        1983            Northeast
## 2741                     N            3089        2005                 West
## 2742                     N             163        1855              Midwest
## 2743                     N            1172        2002                 West
## 2744                     N            1456        1883                South
## 2745                     N             467        1993                South
## 2746                     N             885        2007            Northeast
## 2747                     N             180        1991               Island
## 2748                     N            3118        1936                South
## 2749                     N            3338        1911            Northeast
## 2750                     N            2316        1965                South
## 2751                     N            2916        2006              Midwest
## 2752                     Y            1811        1969                 West
## 2753                     N             455        2000            Northeast
## 2754                     N            2353        2007              Midwest
## 2755                     N            4703        2011                 West
## 2756                     N             662        1917              Midwest
## 2757                     N            4813        2007              Midwest
## 2758                     Y            1236        2008                 West
## 2759                     Y             146        1997                 West
## 2760                     N             483        1999                 West
## 2761                     N            1136        2010              Midwest
## 2762                     N            1070        1960              Midwest
## 2763                     N            1278        1924                 West
## 2764                     N            3694        1818                 West
## 2765                     N           16006        1984            Northeast
## 2766                     N            4117        1964            Northeast
## 2767                     N            1999        1971            Northeast
## 2768                     N            5266        1974                South
## 2769                     N            2391        1853            Northeast
## 2770                     N            2434        1998                South
## 2771                     N            4798        1998                South
## 2772                     N            1531        1971                South
## 2773                     N           75457        1963                 West
## 2774                     N            3287        1980                South
## 2775                     N            1171        2009              Midwest
## 2776                     N            5100        2005                South
## 2777                     N             230        1888                 West
## 2778                     N            1763        2002              Midwest
## 2779                     N            1197        1995                 West
## 2780                     N            1055        1860                 West
## 2781                     N             501        2012                 West
## 2782                     Y             482        1987            Northeast
## 2783                     N            4065        2001              Midwest
## 2784                     N          517884        1979                South
## 2785                     N            2977        1993                South
## 2786                     N            2315        2008              Midwest
## 2787                     N              68        1885              Midwest
## 2788                     N            5110        1997            Northeast
## 2789                     N             155        2008            Northeast
## 2790                     Y              63        1848                South
## 2791                     N            2620        1980            Northeast
## 2792                     N              71        1993            Northeast
## 2793                     N            1332        1982                 West
## 2794                     N            2603        1992                 West
## 2795                     Y            3274        1995            Northeast
## 2796                     N             487        2004                South
## 2797                     Y            2486        1999                South
## 2798                     N            2730        2005                South
## 2799                     N            4488        2007                South
## 2800                     Y            1236        1948                South
## 2801                     N            3012        1851            Northeast
## 2802                     N            2042        1973                 West
## 2803                     Y            1113        1954                South
## 2804                     N            1512        2005            Northeast
## 2805                     N            2967        1993              Midwest
## 2806                     N              77        1998                 West
## 2807                     N            2140        1958                South
## 2808                     N            4239        2008                 West
## 2809                     N            1652        1880              Midwest
## 2810                     N            2897        1999                 West
## 2811                     N           29555        1819                South
## 2812                     N            1721        1985            Northeast
## 2813                     Y             314        1909                 West
## 2814                     N            1463        1999                South
## 2815                     N            1901        1908               Island
## 2816                     N             562        2009              Midwest
## 2817                     N            1941        1986              Midwest
## 2818                     N            5418        1999                 West
## 2819                     N            2482        2002              Midwest
## 2820                     N            2931        1988                South
## 2821                     N            3455        1999                 West
## 2822                     N             294        2014                 West
## 2823                     N             484        1804              Midwest
## 2824                     Y             197        1995                 West
## 2825                     N            2174        1968                 West
## 2826                     N            1542        1902                 West
## 2827                     N             186        2007                South
## 2828                     N            1303        1971                South
## 2829                     N            2575        1946            Northeast
## 2830                     N            3317        2001              Midwest
## 2831                     N            1628        2000            Northeast
## 2832                     N            2317        1994                South
## 2833                     N            4106        1998               Island
## 2834                     Y            2070        1997                South
## 2835                     N           80343        2002                South
## 2836                     N             996        2000                South
## 2837                     N            2913        1978               Island
## 2838                     N          111922        1978                 West
## 2839                     N          107586        1848            Northeast
## 2840                     N            2327        1985                South
## 2841                     N            4645        2010                 West
## 2842                     N            1506        1974            Northeast
## 2843                     Y            1704        2008            Northeast
## 2844                     N            3074        2013                South
## 2845                     Y           52913        1998                South
## 2846                     N             214        1929                 West
## 2847                     N            1700        1998                 West
## 2848                     N            3032        2010                 West
## 2849                     N            2122        1997            Northeast
## 2850                     N            8699        1997                South
## 2851                     N            8948        1948              Midwest
## 2852                     N            1848        1961                South
## 2853                     N             801        2010                South
## 2854                     Y            1960        1997                 West
## 2855                     N            3202        2005              Midwest
## 2856                     N            3009        2012            Northeast
## 2857                     Y           20682        1997            Northeast
## 2858                     N            5538        1946               Island
## 2859                     N            5449        1892                 West
## 2860                     N            2345        2004                South
## 2861                     N            3173        2007                 West
## 2862                     N            1873        1843              Midwest
## 2863                     N             289        2010            Northeast
## 2864                     N            4723        2007            Northeast
## 2865                     N            2012        2010                 West
## 2866                     Y            1165        1920                South
## 2867                     N            3991        2009                South
## 2868                     N            5754        2003                South
## 2869                     N            1139        1913                 West
## 2870                     Y            2888        1999                 West
## 2871                     N            2211        2003                 West
## 2872                     N            4463        1885                 West
## 2873                     N            1970        1997              Midwest
## 2874                     N             983        1990                South
## 2875                     Y            1018        1960                 West
## 2876                     N            1034        1900                 West
## 2877                     N            3883        1978                 West
## 2878                     N              93        1978            Northeast
## 2879                     N            1972        1991                South
## 2880                     N            1124        1999            Northeast
## 2881                     N            2525        2009            Northeast
## 2882                     N            3399        2003              Midwest
## 2883                     N            2788        1941                 West
## 2884                     N            2399        2010                 West
## 2885                     N            5696        2001            Northeast
## 2886                     N            3997        1912                 West
## 2887                     N             378        2005                 West
## 2888                     N            5502        1986            Northeast
## 2889                     Y            3427        1986                South
## 2890                     N             968        2004                South
## 2891                     N            1535        2009                South
## 2892                     N            1626        1967            Northeast
## 2893                     Y            3172        1998                 West
## 2894                     N             184        2005            Northeast
## 2895                     N             996        1972                 West
## 2896                     N            3304        1997                 West
## 2897                     N          126451        2004                 West
## 2898                     N            2875        2006                 West
## 2899                     N            3806        2007                 West
## 2900                     Y            1948        1869                 West
## 2901                     Y             862        2013              Midwest
## 2902                     N            1453        1991              Midwest
## 2903                     Y            2632        1995                 West
## 2904                     N            1698        1998              Midwest
## 2905                     N            2563        1905              Midwest
## 2906                     N            2631        2003                South
## 2907                     Y            7592        1885                South
## 2908                     N          112639        1988                 West
## 2909                     Y            1318        1995                South
## 2910                     N              19        1925            Northeast
## 2911                     N          125501        1974            Northeast
## 2912                     N            2559        2007            Northeast
## 2913                     N            2601        1954                 West
## 2914                     N             131        1971            Northeast
## 2915                     Y             622        2009                 West
## 2916                     N            1313        1999                 West
## 2917                     N           21530        1838                 West
## 2918                     N            3267        2006                 West
## 2919                     N             -26        2005              Midwest
## 2920                     N            2159        2001                 West
## 2921                     N             700        1985                 West
## 2922                     N            2445        2004                 West
## 2923                     N             203        1847                 West
## 2924                     Y            2769        1981                 West
## 2925                     N            5238        2010                 West
## 2926                     N            2280        1996                 West
## 2927                     N            1110        1994                 West
## 2928                     N            2005        1889                South
## 2929                     Y            3236        1919                 West
## 2930                     Y            2060        2009                South
## 2931                     N            1951        2000                 West
## 2932                     N            3198        1982                South
## 2933                     N            3360        1968                 West
## 2934                     N            4516        2013                 West
## 2935                     N             964        1968                 West
## 2936                     N            3010        2004            Northeast
## 2937                     N             224        2003                 West
## 2938                     N            1897        1998                South
## 2939                     N            1508        1961                 West
## 2940                     N            5256        2012            Northeast
## 2941                     Y            2616        1986                South
## 2942                     N            4185        2005              Midwest
## 2943                     N            5563        1926                South
## 2944                     N              61        1979                 West
## 2945                     N            2219        1997                 West
## 2946                     N            5384        1838            Northeast
## 2947                     N            2970        2002              Midwest
## 2948                     N            1587        1995            Northeast
## 2949                     N            4227        1997            Northeast
## 2950                     N          102725        1998            Northeast
## 2951                     N            3411        2010                 West
## 2952                     N           25536        1999                South
## 2953                     N             405        2005                South
## 2954                     N            2601        1919                 West
## 2955                     N            3931        2002            Northeast
## 2956                     Y            2532        1985            Northeast
## 2957                     Y            5664        1831            Northeast
## 2958                     N            1149        1867                South
## 2959                     N            1291        1956                 West
## 2960                     N              75        2002            Northeast
## 2961                     Y            2586        1975                 West
## 2962                     N            1493        2000                 West
## 2963                     N             142        1994                 West
## 2964                     N            1038        2000              Midwest
## 2965                     N            6682        2012                 West
## 2966                     N             181        2006                 West
## 2967                     N            2395        2008                South
## 2968                     Y             478        2001                 West
## 2969                     N            1998        1990                South
## 2970                     N            1136        2004            Northeast
## 2971                     N            1065        1981                South
## 2972                     N            1307        1996                 West
## 2973                     N            1939        2008                South
## 2974                     N            3073        1975            Northeast
## 2975                     N            3786        2003              Midwest
## 2976                     Y            2142        2005            Northeast
## 2977                     Y            2182        1989                 West
## 2978                     Y            3413        1963                South
## 2979                     N            2024        1981            Northeast
## 2980                     N            2835        1983                 West
## 2981                     N            3174        2007                 West
## 2982                     N             906        2004              Midwest
## 2983                     N            1048        2005              Midwest
## 2984                     N            4430        1985                 West
## 2985                     N            3052        1997              Midwest
## 2986                     Y             351        1984                 West
## 2987                     N            5081        1947                South
## 2988                     N            2690        2011                South
## 2989                     N            1337        2014                 West
## 2990                     N            1734        1986                South
## 2991                     N             201        2006              Midwest
## 2992                     N            2618        2002            Northeast
## 2993                     N            1219        1996                 West
## 2994                     N             691        2011            Northeast
## 2995                     Y            3248        2004                 West
## 2996                     Y            3765        2001                South
## 2997                     N            2217        1993                 West
## 2998                     N            4138        1893                South
## 2999                     N            2207        2005                South
## 3000                     N            1666        1997                 West
## 3001                     N            3138        2005                 West
## 3002                     N           51569        1999            Northeast
## 3003                     N             727        2003                South
## 3004                     N            1208        2001            Northeast
## 3005                     Y            1888        1985              Midwest
## 3006                     N            1327        2008                South
## 3007                     N             374        1867            Northeast
## 3008                     N            2587        2002                 West
## 3009                     N            3115        1981            Northeast
## 3010                     N            2303        1968            Northeast
## 3011                     N            3244        1946                South
## 3012                     N            1151        1991                South
## 3013                     N             420        2007            Northeast
## 3014                     N             511        2015              Midwest
## 3015                     N             645        1971                South
## 3016                     N            3461        2005                South
## 3017                     N            3725        1972            Northeast
## 3018                     N            2611        2005                South
## 3019                     N            5174        1991                 West
## 3020                     N             638        1994                South
## 3021                     N           30339        2006                South
## 3022                     N            3839        2000            Northeast
## 3023                     N            7407        2001            Northeast
## 3024                     N             147        1984            Northeast
## 3025                     Y              48        2008                 West
## 3026                     N            3578        1962            Northeast
## 3027                     N           77234        1986              Midwest
## 3028                     N             929        1993              Midwest
## 3029                     N            3143        2005                South
## 3030                     N            1475        2012                 West
## 3031                     N            3394        1959            Northeast
## 3032                     N            1348        1968                 West
## 3033                     N            2148        2015              Midwest
## 3034                     N            1324        1993                 West
## 3035                     N            5463        2004                 West
## 3036                     N            1383        2000            Northeast
## 3037                     N             558        1993                 West
## 3038                     N            1615        2011                 West
## 3039                     N            1717        1954            Northeast
## 3040                     Y            2851        2004                 West
## 3041                     N            1760        1914                South
## 3042                     N            1469        2004            Northeast
## 3043                     N            2749        2004              Midwest
## 3044                     N             802        2000                 West
## 3045                     N              79        1984               Island
## 3046                     N             692        1984            Northeast
## 3047                     N            3923        2006            Northeast
## 3048                     N            1276        1995                 West
## 3049                     N             518        2012            Northeast
## 3050                     N            1897        2006                South
## 3051                     N             361        2005              Midwest
## 3052                     N            1654        1999              Midwest
## 3053                     N            2984        1994                 West
## 3054                     N           13502        1993              Midwest
## 3055                     N            2396        2006                South
## 3056                     N            2511        1974                South
## 3057                     N            3053        1930                South
## 3058                     N             886        2009                 West
## 3059                     N            1691        2001              Midwest
## 3060                     N            2437        1998              Midwest
## 3061                     N            4325        1838                 West
## 3062                     N            2929        2007              Midwest
## 3063                     N            2958        2005                South
## 3064                     N            1488        1998                 West
## 3065                     N             803        1982            Northeast
## 3066                     Y             177        1942                South
## 3067                     N            1635        1975            Northeast
## 3068                     N            1112        1962            Northeast
## 3069                     N            5395        1999                 West
## 3070                     N            3833        1993            Northeast
## 3071                     N            3751        1993            Northeast
## 3072                     N             504        1873                South
## 3073                     N            2081        1978              Midwest
## 3074                     N            4413        2006            Northeast
## 3075                     N            4381        1974              Midwest
## 3076                     N             911        1977              Midwest
## 3077                     N            2745        2010                 West
## 3078                     N             645        1989            Northeast
## 3079                     N            1995        2012            Northeast
## 3080                     N            4393        1993                South
## 3081                     N            2154        1961                 West
## 3082                     Y            3459        1997                South
## 3083                     N            3605        2006                 West
## 3084                     N            6281        1979            Northeast
## 3085                     N            4119        1996            Northeast
## 3086                     N            1529        2009                South
## 3087                     N            1874        1968            Northeast
## 3088                     N            1924        2005                South
## 3089                     N             111        1834                South
## 3090                     N            1057        2003                South
## 3091                     N            1965        2014              Midwest
## 3092                     Y            2261        1985            Northeast
## 3093                     N            2634        1962              Midwest
## 3094                     N            2727        1989              Midwest
## 3095                     N           77715        1878                South
## 3096                     N            1016        2004                 West
## 3097                     N            3850        1977                 West
## 3098                     N            1828        1988              Midwest
## 3099                     N            4328        1973                 West
## 3100                     N             250        1913            Northeast
## 3101                     N             724        1957                 West
## 3102                     N            2678        1882                 West
## 3103                     N            2927        2004              Midwest
## 3104                     N            3214        1838            Northeast
## 3105                     N             318        1998              Midwest
## 3106                     N             337        1889                South
## 3107                     N             147        2007              Midwest
## 3108                     N            1185        2005                South
## 3109                     N            2563        1855            Northeast
## 3110                     N             861        1962                 West
## 3111                     N            1468        1995            Northeast
## 3112                     N            1600        1968              Midwest
## 3113                     N            1533        2013                South
## 3114                     N             169        1997                South
## 3115                     N            1696        1987                South
## 3116                     N            2591        1997            Northeast
## 3117                     N           23874        2014                South
## 3118                     N             793        1968            Northeast
## 3119                     N           12203        1977            Northeast
## 3120                     N            2374        2010            Northeast
## 3121                     N            2086        1952                 West
## 3122                     N            1684        1866                South
## 3123                     N            1983        2009                 West
## 3124                     N              60        1919                South
## 3125                     Y            2739        2001                 West
## 3126                     N            2930        1959            Northeast
## 3127                     N             915        2012                South
## 3128                     Y             223        2005                 West
## 3129                     N            1395        1977                South
## 3130                     N            1056        2012                South
## 3131                     N            1547        1998            Northeast
## 3132                     Y            3530        1968            Northeast
## 3133                     N            6790        1998              Midwest
## 3134                     N            2686        1985                South
## 3135                     N              57        1993            Northeast
## 3136                     N             713        1867                 West
## 3137                     N            2602        2005                 West
## 3138                     Y           61396        1987              Midwest
## 3139                     N            1305        1994                 West
## 3140                     N            4639        1912                 West
## 3141                     N            2641        2007                South
## 3142                     N            2631        1986              Midwest
## 3143                     N            3158        1990            Northeast
## 3144                     N            2496        1935                South
## 3145                     N            2582        2001              Midwest
## 3146                     N            3441        2000              Midwest
## 3147                     N            1220        1928                South
## 3148                     Y             614        2008                South
## 3149                     N             434        2006            Northeast
## 3150                     N            1270        1998              Midwest
## 3151                     N            2405        2010              Midwest
## 3152                     N             595        1981                South
## 3153                     N            3912        1991                 West
## 3154                     N            1652        2013                South
## 3155                     N            1336        1968              Midwest
## 3156                     N            4576        1847                 West
## 3157                     N            1898        2010            Northeast
## 3158                     N             970        2007            Northeast
## 3159                     N             175        1911            Northeast
## 3160                     N             604        2010              Midwest
## 3161                     N            3014        1979                 West
## 3162                     N            4134        2013                South
## 3163                     N            2353        1949                 West
## 3164                     N            4704        2012            Northeast
## 3165                     N            5025        2000                 West
## 3166                     N            6908        1999                South
## 3167                     N            2905        1995                 West
## 3168                     N          349050        1985            Northeast
## 3169                     N            2351        1995                South
## 3170                     N            2603        2000                 West
## 3171                     N            4396        1986              Midwest
## 3172                     N            2002        1877                South
## 3173                     N             802        2000              Midwest
## 3174                     N             963        2009                 West
## 3175                     N             657        1994                 West
## 3176                     N            2382        1873                 West
## 3177                     N           18990        1941                 West
## 3178                     N              73        2004              Midwest
## 3179                     N            2281        1993              Midwest
## 3180                     N            1779        2012            Northeast
## 3181                     N             524        2005            Northeast
## 3182                     N            5572        2009                 West
## 3183                     N            2450        1912            Northeast
## 3184                     N            1827        1985            Northeast
## 3185                     N            4412        2008            Northeast
## 3186                     N            1582        2004                South
## 3187                     N             525        1968                 West
## 3188                     N             850        2007                South
## 3189                     N            4465        2007            Northeast
## 3190                     N            2490        1970                 West
## 3191                     Y            2963        1999                 West
## 3192                     N            3375        1998                 West
## 3193                     N            1236        1890                South
## 3194                     N            3735        1892            Northeast
## 3195                     Y             554        1975                South
## 3196                     N            4004        1978                South
## 3197                     N             168        2001            Northeast
## 3198                     N            1072        1996              Midwest
## 3199                     N          100070        1818                South
## 3200                     N             777        1998                South
## 3201                     N            3896        1939              Midwest
## 3202                     N             453        1989                 West
## 3203                     N            3360        1999                 West
## 3204                     N            1454        2010            Northeast
## 3205                     N            1717        1969                South
## 3206                     N              19        1988                South
## 3207                     N            1923        1998            Northeast
## 3208                     N             535        1947            Northeast
## 3209                     N            3817        2000            Northeast
## 3210                     N            3968        1983                South
## 3211                     N            4235        2013                 West
## 3212                     N            1536        2009              Midwest
## 3213                     N             710        1998                South
## 3214                     N            1827        1817            Northeast
## 3215                     N             438        1991              Midwest
## 3216                     N            4329        1994            Northeast
## 3217                     N            2586        1870                 West
## 3218                     N            5232        2011                South
## 3219                     N            3431        2000                 West
## 3220                     N            1672        2001            Northeast
## 3221                     N            3403        2004            Northeast
## 3222                     N           10284        2001                South
## 3223                     N            1505        1997            Northeast
## 3224                     N            2462        1900            Northeast
## 3225                     N            3450        1911                 West
## 3226                     N            3103        2006            Northeast
## 3227                     N            2658        2008            Northeast
## 3228                     N            3364        1993                South
## 3229                     N            3089        2007              Midwest
## 3230                     N            1979        1993            Northeast
## 3231                     N            2426        1977                 West
## 3232                     N             254        1961                South
## 3233                     N            2626        2011                South
## 3234                     N            1202        1983                 West
## 3235                     Y             190        2012            Northeast
## 3236                     N             106        2004            Northeast
## 3237                     Y            1572        1998                South
## 3238                     Y             141        1991                 West
## 3239                     N            3300        1993            Northeast
## 3240                     Y             591        1984                 West
## 3241                     N            1144        1979                South
## 3242                     Y             310        1985                 West
## 3243                     N            2516        2001                South
## 3244                     N           80498        2009                South
## 3245                     N            3868        1993            Northeast
## 3246                     N            5711        1997                 West
## 3247                     N            2560        2008                 West
## 3248                     N            3925        1948                South
## 3249                     N            4133        2009                South
## 3250                     N            1709        1873                South
## 3251                     N            1132        2000              Midwest
## 3252                     N            1527        2013                South
## 3253                     N            1555        2007                South
## 3254                     Y             399        1925                South
## 3255                     N            1391        1990                 West
## 3256                     N            4106        2010            Northeast
## 3257                     N            3043        1988                 West
## 3258                     N            2033        2002                 West
## 3259                     N             648        1999                South
## 3260                     N           10768        1946            Northeast
## 3261                     Y             741        1997                South
## 3262                     N            2066        2005            Northeast
## 3263                     N            2114        2012                South
## 3264                     N            4649        1968            Northeast
## 3265                     N             264        1983                South
## 3266                     N             840        1997                South
## 3267                     N            3239        1991            Northeast
## 3268                     N            3388        2004                 West
## 3269                     N            1512        2004                South
## 3270                     N           18043        1994                 West
## 3271                     N            2039        2004                South
## 3272                     N            1890        1994                South
## 3273                     N            2597        1947            Northeast
## 3274                     N            2334        1968              Midwest
## 3275                     N            3869        2015                South
## 3276                     N            3124        1981                South
## 3277                     N            1388        2001                 West
## 3278                     N             116        1956                 West
## 3279                     N            3826        2003            Northeast
## 3280                     N             334        2000              Midwest
## 3281                     Y            2380        1997            Northeast
## 3282                     N             553        2008            Northeast
## 3283                     N             877        2009                South
## 3284                     N            4867        1883                South
## 3285                     N           51222        1979            Northeast
## 3286                     N            6292        2001            Northeast
## 3287                     N            1318        2015            Northeast
## 3288                     N            3212        2006                South
## 3289                     N              84        1962              Midwest
## 3290                     N            2215        2014                South
## 3291                     N            5117        1994                 West
## 3292                     N            3281        2013                South
## 3293                     N            1600        1817            Northeast
## 3294                     N           68241        1985                 West
## 3295                     Y            1685        1977                 West
## 3296                     N             985        2007            Northeast
## 3297                     N            2862        1982                 West
## 3298                     Y             578        1987            Northeast
## 3299                     N            3179        1970                 West
## 3300                     N           21531        2007                 West
## 3301                     N            2567        2003                 West
## 3302                     N            5147        1977              Midwest
## 3303                     N            2462        2011                South
## 3304                     N            4568        1992            Northeast
## 3305                     N            2147        2016            Northeast
## 3306                     N            1481        2007                South
## 3307                     Y           18142        2009            Northeast
## 3308                     N            3880        1994              Midwest
## 3309                     Y            2940        2007            Northeast
## 3310                     N            3178        1993                 West
## 3311                     N            2008        1956                 West
## 3312                     Y            2146        1999              Midwest
## 3313                     N            3597        1888                South
## 3314                     N            3592        1922                 West
## 3315                     N             495        2006            Northeast
## 3316                     N              91        2003                South
## 3317                     N            1449        1978                South
## 3318                     N            2683        2010                South
## 3319                     N             627        1876            Northeast
## 3320                     Y            2351        1999                South
## 3321                     N            1498        1999                South
## 3322                     N             625        1958            Northeast
## 3323                     N            4229        2009            Northeast
## 3324                     Y             824        1948                 West
## 3325                     N             450        2005                South
## 3326                     N            1992        2011                 West
## 3327                     N            6081        2009            Northeast
## 3328                     N             122        2004                South
## 3329                     N            1856        1928                South
## 3330                     N           13708        2014            Northeast
## 3331                     N            1871        1984                 West
## 3332                     N            2519        2001                 West
## 3333                     N            5040        2005                South
## 3334                     N            2028        1919                 West
## 3335                     N             586        1992            Northeast
## 3336                     N            2904        2010                 West
## 3337                     N            3774        1989              Midwest
## 3338                     N            3305        1996            Northeast
## 3339                     N            1638        1991            Northeast
## 3340                     N            3581        1996                South
## 3341                     N            3176        1977                South
## 3342                     N            1245        1983            Northeast
## 3343                     N             475        2014              Midwest
## 3344                     N            4138        1951              Midwest
## 3345                     N            4881        1840                South
## 3346                     Y            2659        1968              Midwest
## 3347                     N            2008        2000                South
## 3348                     N            3856        2004            Northeast
## 3349                     N             834        1987            Northeast
## 3350                     N            3826        2010                South
## 3351                     N            1681        1907              Midwest
## 3352                     N             569        1840            Northeast
## 3353                     N            4949        1871                 West
## 3354                     N            2025        1980                South
## 3355                     Y              62        2010                 West
## 3356                     Y            3308        2000                South
## 3357                     N            4959        1947                South
## 3358                     N            3551        2013              Midwest
## 3359                     Y            2336        1978                 West
## 3360                     N            3673        2000                South
## 3361                     N            1709        1933                 West
## 3362                     N            1354        1998                South
## 3363                     N           30923        2005              Midwest
## 3364                     N             650        2010                 West
## 3365                     N             682        1983              Midwest
## 3366                     N             409        2012                South
## 3367                     Y             223        2004                 West
## 3368                     N            3554        1976              Midwest
## 3369                     N            2828        2007                 West
## 3370                     Y            3534        1996                South
## 3371                     N            2609        1995                South
## 3372                     Y            1689        1964                South
## 3373                     N            2786        1906              Midwest
## 3374                     N            4031        2014                 West
## 3375                     N            1813        2000                South
## 3376                     N            1347        1995                 West
## 3377                     Y            3069        1979            Northeast
## 3378                     N            4312        2001                 West
## 3379                     N             908        2005              Midwest
## 3380                     N           16749        1817                South
## 3381                     N            3332        2007            Northeast
## 3382                     N             771        2007              Midwest
## 3383                     N             906        1911            Northeast
## 3384                     N            5023        1997                South
## 3385                     N             242        1998                 West
## 3386                     N            4702        1971                 West
## 3387                     N            1157        2001              Midwest
## 3388                     N            2070        1985              Midwest
## 3389                     N             981        1947            Northeast
## 3390                     N            2869        2004            Northeast
## 3391                     N             103        1981                South
## 3392                     N            5563        1838            Northeast
## 3393                     N             967        1987            Northeast
## 3394                     N            2701        2001            Northeast
## 3395                     N            1938        2008                South
## 3396                     N           46537        1986                 West
## 3397                     N            1877        1847              Midwest
## 3398                     Y            2190        1994               Island
## 3399                     N            5357        1982            Northeast
## 3400                     N             640        2004                South
## 3401                     N             384        2000                 West
## 3402                     Y            1074        2014                 West
## 3403                     N             143        1999                 West
## 3404                     N            2131        2005            Northeast
## 3405                     N             976        1981                South
## 3406                     N            2111        2008              Midwest
## 3407                     N             194        1980              Midwest
## 3408                     Y            3360        1991                South
## 3409                     N            3876        1976                 West
## 3410                     N            1660        1978                South
## 3411                     N            2774        1968                 West
## 3412                     N            3424        2009              Midwest
## 3413                     N            3590        1996              Midwest
## 3414                     N            2643        2001                South
## 3415                     N            5841        2011            Northeast
## 3416                     N            2365        1977                 West
## 3417                     N            1931        2005                South
## 3418                     Y             546        1989              Midwest
## 3419                     N            1470        2008            Northeast
## 3420                     Y            5077        1963            Northeast
## 3421                     N             970        1933                South
## 3422                     N              57        1998              Midwest
## 3423                     N           28257        1928            Northeast
## 3424                     N            3266        2011                 West
## 3425                     N            2959        2004                 West
## 3426                     N            3351        1995                South
## 3427                     Y            4257        1942              Midwest
## 3428                     N           10185        1999                South
## 3429                     N            1157        2002            Northeast
## 3430                     N             734        1980                South
## 3431                     N             517        2008            Northeast
## 3432                     N            1060        2013                 West
## 3433                     N            1615        1988                 West
## 3434                     N             222        1989                South
## 3435                     N            4307        2000                South
## 3436                     N            3184        1990                South
## 3437                     N            1883        2008            Northeast
## 3438                     N             387        1998                 West
## 3439                     N             180        1999            Northeast
## 3440                     N            3509        2002            Northeast
## 3441                     N            4386        2004              Midwest
## 3442                     N            1122        1993                South
## 3443                     N            1242        2001              Midwest
## 3444                     N            3639        1994                 West
## 3445                     N            2434        2009              Midwest
## 3446                     N             188        1999              Midwest
## 3447                     N           83259        2010                South
## 3448                     N            1495        1999              Midwest
## 3449                     N             729        2008            Northeast
## 3450                     N            3470        2001                South
## 3451                     Y            1662        1995                South
## 3452                     N             388        2011                South
## 3453                     N            5816        1998            Northeast
## 3454                     N            4983        1994            Northeast
## 3455                     Y            1464        1997            Northeast
## 3456                     N            2748        1994              Midwest
## 3457                     N            6059        2006            Northeast
## 3458                     Y             477        2001                South
## 3459                     N             418        2000            Northeast
## 3460                     N            2070        2001            Northeast
## 3461                     N             982        2001            Northeast
## 3462                     N            3872        2012            Northeast
## 3463                     N             902        1988              Midwest
## 3464                     N             543        1817            Northeast
## 3465                     N            4313        2006            Northeast
## 3466                     N            1960        2007                 West
## 3467                     N             166        1993              Midwest
## 3468                     N           28181        1999                South
## 3469                     N            1562        1899                South
## 3470                     N            2569        2001            Northeast
## 3471                     N            4585        1994            Northeast
## 3472                     N            2577        2005            Northeast
## 3473                     N            1200        1970                 West
## 3474                     N            3022        2010            Northeast
## 3475                     N             697        1997               Island
## 3476                     N            1824        2012                 West
## 3477                     N            2482        2002            Northeast
## 3478                     N            4027        2001            Northeast
## 3479                     N            1257        2007            Northeast
## 3480                     N            1663        2003              Midwest
## 3481                     N            3968        1976                 West
## 3482                     Y            2267        1996                 West
## 3483                     N            2974        1959                 West
## 3484                     N             920        1994                 West
## 3485                     N            3254        1998                 West
## 3486                     N            1256        1970                 West
## 3487                     N            1686        2009                South
## 3488                     N             516        1997                South
## 3489                     N            1913        2005                South
## 3490                     N            5678        2007                 West
## 3491                     N            1481        1993                South
## 3492                     N            1971        1955            Northeast
## 3493                     Y            2352        1897                 West
## 3494                     N            4430        1996                 West
## 3495                     N             876        1993              Midwest
## 3496                     N             312        1979              Midwest
## 3497                     N            5788        1904                South
## 3498                     N            1341        2005                South
## 3499                     Y            3412        2000                 West
## 3500                     N            3171        2005              Midwest
## 3501                     Y            2442        1983                South
## 3502                     N            1666        2015                South
## 3503                     N            3442        1901                South
## 3504                     N            2522        1998            Northeast
## 3505                     N            2992        1923                 West
## 3506                     N            3613        2004            Northeast
## 3507                     N            1525        1989              Midwest
## 3508                     N            2977        1989                 West
## 3509                     N            1269        2013                South
## 3510                     N             181        1974              Midwest
## 3511                     N            4624        1997            Northeast
## 3512                     N            4806        1882            Northeast
## 3513                     N            4364        2009            Northeast
## 3514                     Y             106        2006                 West
## 3515                     N           43845        2000              Midwest
## 3516                     N            3021        1976                 West
## 3517                     N            4069        1984                South
## 3518                     N            3392        1902                South
## 3519                     N            3795        2006            Northeast
## 3520                     N            4142        2010            Northeast
## 3521                     N             453        2008                South
## 3522                     N            2395        1989            Northeast
## 3523                     N             121        1899            Northeast
## 3524                     N             913        2004                South
## 3525                     N            3963        1984                South
## 3526                     N            3142        2004            Northeast
## 3527                     N            4025        2005                 West
## 3528                     N           10222        1981            Northeast
## 3529                     N             286        2005                 West
## 3530                     N            2861        1968                South
## 3531                     N             588        1939              Midwest
## 3532                     N            4222        1851              Midwest
## 3533                     N             106        2006            Northeast
## 3534                     N            5045        1977                 West
## 3535                     N           26716        2007                 West
## 3536                     N            3127        1997            Northeast
## 3537                     N            2059        1930                South
## 3538                     N           75361        1956                South
## 3539                     N            3642        1996            Northeast
## 3540                     N            2207        1852                 West
## 3541                     N            5145        2002                 West
## 3542                     N             479        2010                 West
## 3543                     N            3423        1915            Northeast
## 3544                     N             410        1999            Northeast
## 3545                     N            2476        2010              Midwest
## 3546                     N           11503        1855            Northeast
## 3547                     N           13791        2003            Northeast
## 3548                     N            1242        1998              Midwest
## 3549                     N            3579        2001                South
## 3550                     N            4342        1997            Northeast
## 3551                     Y            1854        2007            Northeast
## 3552                     N            2235        1997            Northeast
## 3553                     N            3298        2005                South
## 3554                     N             213        1962              Midwest
## 3555                     N            2545        1981            Northeast
## 3556                     N            1491        2008                South
## 3557                     N             219        2004            Northeast
## 3558                     N            3361        2001                 West
## 3559                     N            1550        2009            Northeast
## 3560                     Y            1659        1936                 West
## 3561                     N           19600        1979            Northeast
## 3562                     N            2502        1944              Midwest
## 3563                     N            4650        1997                 West
## 3564                     N            1002        1884              Midwest
## 3565                     N            2383        1993            Northeast
## 3566                     Y            3892        2007              Midwest
## 3567                     N            5541        2002              Midwest
## 3568                     N             834        1995                 West
## 3569                     N            1371        2005            Northeast
## 3570                     Y            1318        1908                South
## 3571                     N             759        1936                 West
## 3572                     N            2181        1983                South
## 3573                     N            2492        2007              Midwest
## 3574                     N             439        1998            Northeast
## 3575                     N             541        1999              Midwest
## 3576                     N              24        2007            Northeast
## 3577                     Y           42483        1855                South
## 3578                     N            1134        1999                South
## 3579                     N            1319        2009                South
## 3580                     N            2343        1990                 West
## 3581                     N            3010        2006            Northeast
## 3582                     N            2176        1975                South
## 3583                     N            2521        2010            Northeast
## 3584                     N            2791        1963                 West
## 3585                     N            3319        2007                South
## 3586                     N            3558        2009              Midwest
## 3587                     N            3419        2005              Midwest
## 3588                     N             835        1987            Northeast
## 3589                     Y             817        1946            Northeast
## 3590                     N             201        2005                South
## 3591                     N            2445        2005                South
## 3592                     N             134        1907                 West
## 3593                     N            4538        1968                 West
## 3594                     N            3268        2007            Northeast
## 3595                     N             647        1998              Midwest
## 3596                     N             522        2011                 West
## 3597                     N            2847        2010                 West
## 3598                     N            3649        2004              Midwest
## 3599                     N             694        1962            Northeast
## 3600                     N            3552        1999                South
## 3601                     N            6082        1998                 West
## 3602                     N            1763        1996              Midwest
## 3603                     N            3282        2011                South
## 3604                     Y            1044        2005                 West
## 3605                     N            2137        1989              Midwest
## 3606                     N             211        1946                 West
## 3607                     N             738        2005              Midwest
## 3608                     N             454        1998                South
## 3609                     N            2829        1958              Midwest
## 3610                     N            4079        2008              Midwest
## 3611                     N            3504        1884            Northeast
## 3612                     N              28        2003                South
## 3613                     Y            1806        1948                South
## 3614                     N            6575        2005                South
## 3615                     N             360        1982                 West
## 3616                     N           74599        1992              Midwest
## 3617                     N            4330        2013                 West
## 3618                     N            4999        2010                 West
## 3619                     N           23123        1950                South
## 3620                     N            4692        2013                South
## 3621                     N            1139        1886            Northeast
## 3622                     N             536        1928                 West
## 3623                     Y            2225        1949                 West
## 3624                     N            5573        1986                South
## 3625                     N             446        1954            Northeast
## 3626                     N            5788        2010                South
## 3627                     N             510        2001            Northeast
## 3628                     N            1124        1997            Northeast
## 3629                     N           22365        1856              Midwest
## 3630                     N            1325        1911              Midwest
## 3631                     N             252        1977               Island
## 3632                     N            2342        2001                 West
## 3633                     Y            3226        2001            Northeast
## 3634                     N           79838        2005            Northeast
## 3635                     N            2593        2007            Northeast
## 3636                     N              81        1967                 West
## 3637                     N            3968        2001              Midwest
## 3638                     N             425        2011            Northeast
## 3639                     N            1472        2006              Midwest
## 3640                     N            3973        1960                South
## 3641                     N            3216        1895                South
## 3642                     N            1961        1998                South
## 3643                     N            1021        1885                 West
## 3644                     N            1422        2001                South
## 3645                     N            3463        2008            Northeast
## 3646                     Y            1441        1971                 West
## 3647                     N             473        1986               Island
## 3648                     N            3086        2008              Midwest
## 3649                     N            3828        1993              Midwest
## 3650                     N            5388        2011                South
## 3651                     N            3143        1970            Northeast
## 3652                     N             570        1994                South
## 3653                     N            1796        1988                 West
## 3654                     N             577        1996                South
## 3655                     N            3658        1982              Midwest
## 3656                     N            1036        1998              Midwest
## 3657                     N            3030        2012                 West
## 3658                     N            2421        1993                 West
## 3659                     N            3403        2001            Northeast
## 3660                     N            1985        2001            Northeast
## 3661                     N            3579        1996              Midwest
## 3662                     N            1959        1998                South
## 3663                     N            3852        1998                South
## 3664                     N            4615        1981                 West
## 3665                     N             936        1859                South
## 3666                     Y            1276        1831                South
## 3667                     N            1603        1999              Midwest
## 3668                     N           18553        1985            Northeast
## 3669                     N            3039        1998              Midwest
## 3670                     N             555        1968            Northeast
## 3671                     N            3974        1999                South
## 3672                     N            3238        2001              Midwest
## 3673                     Y            1179        1985                 West
## 3674                     N            1586        1997            Northeast
## 3675                     Y           20841        2010                South
## 3676                     N             150        2014                 West
## 3677                     N             122        1923            Northeast
## 3678                     N             654        1999            Northeast
## 3679                     N            3521        2008                South
## 3680                     N            1715        1994            Northeast
## 3681                     N            4220        2007                 West
## 3682                     N            2113        2001              Midwest
## 3683                     N            1476        2008            Northeast
## 3684                     N              44        1960                South
## 3685                     N              23        1987            Northeast
## 3686                     N            3075        1985                South
## 3687                     N             781        2006              Midwest
## 3688                     N            2065        2005            Northeast
## 3689                     N             838        1949                South
## 3690                     N            5585        2007                South
## 3691                     N            1419        2001            Northeast
## 3692                     N             293        1894              Midwest
## 3693                     Y             692        2007            Northeast
## 3694                     N              44        1855                South
## 3695                     Y            1647        1995            Northeast
## 3696                     N            2442        1981              Midwest
## 3697                     N            4518        1970            Northeast
## 3698                     N            1723        1997                South
## 3699                     N            3545        1879            Northeast
## 3700                     N            2906        1916                 West
## 3701                     N            3647        1997            Northeast
## 3702                     Y            1197        2001              Midwest
## 3703                     N             345        1996                South
## 3704                     Y            1963        1999                 West
## 3705                     N            1853        1994                South
## 3706                     N            1137        1989                 West
## 3707                     N            1260        2010              Midwest
## 3708                     Y            1224        1838                 West
## 3709                     N           92520        2008              Midwest
## 3710                     N           22548        2009                South
## 3711                     N            2533        1936              Midwest
## 3712                     N            1853        1981              Midwest
## 3713                     N              78        1914                 West
## 3714                     N            3547        2011                 West
## 3715                     N            4133        2005                 West
## 3716                     N             808        1863                South
## 3717                     N            6633        1973                South
## 3718                     N            2739        1979              Midwest
## 3719                     N            5505        2011                 West
## 3720                     N             749        1939                 West
## 3721                     N            1490        2012              Midwest
## 3722                     N            3592        2001                South
## 3723                     N            4598        1869            Northeast
## 3724                     N            1720        1998            Northeast
## 3725                     Y             183        1947                South
## 3726                     N             158        1949                South
## 3727                     N            3916        1987            Northeast
## 3728                     N            2540        2008            Northeast
## 3729                     N            1586        1988                South
## 3730                     N            3874        1960                 West
## 3731                     N            4449        1983              Midwest
## 3732                     N          428773        2004            Northeast
## 3733                     N            2934        1989                 West
## 3734                     N            1762        1999              Midwest
## 3735                     N            3898        2005            Northeast
## 3736                     N            1923        2005            Northeast
## 3737                     N            5444        1994            Northeast
## 3738                     Y           54229        1876                South
## 3739                     N            2641        2008            Northeast
## 3740                     N            1648        2005                South
## 3741                     N            4668        2001                 West
## 3742                     N            1433        1984              Midwest
## 3743                     N            4457        2007                 West
## 3744                     Y            2157        2001                 West
## 3745                     N             169        1981                 West
## 3746                     N            4048        2007              Midwest
## 3747                     N            3409        1997            Northeast
## 3748                     Y             552        1997                South
## 3749                     N            1520        1870                South
## 3750                     N            1795        1995                South
## 3751                     N              99        1881              Midwest
## 3752                     N            2282        2009                 West
## 3753                     N            2374        1998                 West
## 3754                     N            5696        1985                South
## 3755                     N            1429        2008              Midwest
## 3756                     N            3019        1944              Midwest
## 3757                     N             512        1976              Midwest
## 3758                     N            5548        2000                South
## 3759                     N            1389        2013              Midwest
## 3760                     N            3526        1992                 West
## 3761                     N            3910        1998            Northeast
## 3762                     N            5973        2007            Northeast
## 3763                     N             595        1840              Midwest
## 3764                     N            2839        1940                South
## 3765                     N             644        2001              Midwest
## 3766                     N             876        1998              Midwest
## 3767                     N            1584        1977            Northeast
## 3768                     Y             393        2006            Northeast
## 3769                     N            2413        1975                 West
## 3770                     N            3031        1989            Northeast
## 3771                     N            7902        1909                 West
## 3772                     Y            2167        2007                 West
## 3773                     N            1000        2008            Northeast
## 3774                     N            2858        1956              Midwest
## 3775                     N            1479        1884                South
## 3776                     Y            3061        1998                South
## 3777                     N            1220        2010              Midwest
## 3778                     Y            1351        1875                 West
## 3779                     N            1878        2004                 West
## 3780                     N            4178        1988              Midwest
## 3781                     N            2999        2001              Midwest
## 3782                     N             121        1920                 West
## 3783                     N            1337        2003                 West
## 3784                     N            4007        2000            Northeast
## 3785                     N             186        2012                South
## 3786                     N            1652        1947            Northeast
## 3787                     N           22953        1990            Northeast
## 3788                     N            2117        1998                South
## 3789                     N            5543        1989                 West
## 3790                     N            3678        1926            Northeast
## 3791                     N            3173        2002                South
## 3792                     Y            4275        1919                 West
## 3793                     N             922        1995            Northeast
## 3794                     N            3022        2008            Northeast
## 3795                     Y            3570        1982            Northeast
## 3796                     N            2920        1981                South
## 3797                     N            3969        1938                South
## 3798                     Y             855        1995                South
## 3799                     Y             864        1915                South
## 3800                     N             118        1864                South
## 3801                     Y             559        2006                 West
## 3802                     N             174        1981                South
## 3803                     N              61        1992              Midwest
## 3804                     N           20155        1928                South
## 3805                     N            2921        2004                South
## 3806                     N            1483        1996                South
## 3807                     N            1432        2001            Northeast
## 3808                     N            1956        2002                South
## 3809                     N            1619        2008                South
## 3810                     N            6046        2007              Midwest
## 3811                     N            5049        1997            Northeast
## 3812                     N            3044        1876                South
## 3813                     N            3329        1968            Northeast
## 3814                     N            4521        1965                South
## 3815                     Y            4502        2001                 West
## 3816                     N              55        1989               Island
## 3817                     N            1814        2006            Northeast
## 3818                     N            1051        1999                South
## 3819                     N            1889        2001                South
## 3820                     N            1091        1997              Midwest
## 3821                     N             764        2004            Northeast
## 3822                     N            2760        2007                South
## 3823                     N            4150        2009            Northeast
## 3824                     Y            1868        1999                South
## 3825                     N             615        1968                South
## 3826                     N            4385        2001              Midwest
## 3827                     N             153        2003                 West
## 3828                     N            5262        2005                South
## 3829                     N            1671        1963                South
## 3830                     N            5018        1995              Midwest
## 3831                     N            2137        1985                South
## 3832                     N            4946        1975                South
## 3833                     N            1713        2007              Midwest
## 3834                     N           24413        1998            Northeast
## 3835                     N             398        1946                South
## 3836                     N           18460        1989                 West
## 3837                     N            1985        2002              Midwest
## 3838                     N           13333        2013                 West
## 3839                     N            1728        1968                South
## 3840                     N            4887        1976            Northeast
## 3841                     N           19333        2005            Northeast
## 3842                     Y            3866        2010                 West
## 3843                     N           25914        2004                South
## 3844                     N            4050        1868              Midwest
## 3845                     N           22072        1994                 West
## 3846                     N            2314        2001                South
## 3847                     N            2684        1990            Northeast
## 3848                     N            5888        2005              Midwest
## 3849                     N            2183        1855                South
## 3850                     N             705        1989            Northeast
## 3851                     N             890        1993                 West
## 3852                     N             366        1909            Northeast
## 3853                     N            1148        2003            Northeast
## 3854                     N             561        1981              Midwest
## 3855                     N             888        2000                 West
## 3856                     N            3617        1997                South
## 3857                     N             372        1970              Midwest
## 3858                     N            1672        1982            Northeast
## 3859                     N             840        1996                 West
## 3860                     N            2991        1899                 West
## 3861                     N            6308        1837            Northeast
## 3862                     N             492        1976                South
## 3863                     N            2776        1956              Midwest
## 3864                     N            1457        2003                South
## 3865                     N          412207        1984                South
## 3866                     N             147        1989                 West
## 3867                     N            1789        2012              Midwest
## 3868                     Y            4074        2012            Northeast
## 3869                     Y             467        1991                 West
## 3870                     N            4445        2003              Midwest
## 3871                     N            5245        2009                South
## 3872                     Y            4020        1892                South
## 3873                     Y            1351        1997            Northeast
## 3874                     N            1369        2011                 West
## 3875                     N             507        2007            Northeast
## 3876                     N            1538        2008                South
## 3877                     Y            1666        2005                 West
## 3878                     N            3892        2000                 West
## 3879                     N            3016        1993            Northeast
## 3880                     N            2748        1911                 West
## 3881                     N            1087        1984                South
## 3882                     N             535        2008              Midwest
## 3883                     N            1428        1993                 West
## 3884                     N            3447        1995            Northeast
## 3885                     N            1459        1971                South
## 3886                     Y            1591        1998                 West
## 3887                     Y            2742        2005                South
## 3888                     N            1597        1988                South
## 3889                     N             199        2001            Northeast
## 3890                     N            2142        1984                 West
## 3891                     N            4350        1993            Northeast
## 3892                     N            2731        1838                South
## 3893                     N            1375        1994                South
## 3894                     N           11743        1990            Northeast
## 3895                     N            1684        1996              Midwest
## 3896                     Y             687        1912                 West
## 3897                     N            2320        1999              Midwest
## 3898                     N             470        1824            Northeast
## 3899                     N            3934        1992                South
## 3900                     N            1755        1879                 West
## 3901                     N             635        1912                South
## 3902                     N            3162        1966            Northeast
## 3903                     N            1260        1888            Northeast
## 3904                     N             909        2013                South
## 3905                     N            2252        1987                 West
## 3906                     N            4568        2014                South
## 3907                     N            1308        2007                 West
## 3908                     N            3009        1999            Northeast
## 3909                     N            1599        2013                 West
## 3910                     N             386        2002                South
## 3911                     N            3950        1981                 West
## 3912                     N            1248        2001                South
## 3913                     N            1458        2011                South
## 3914                     Y            1180        2013            Northeast
## 3915                     N            2164        2004            Northeast
## 3916                     N           87957        1989                 West
## 3917                     Y             693        1979                South
## 3918                     N            1282        2007              Midwest
## 3919                     N             477        1979                 West
## 3920                     N             953        1988            Northeast
## 3921                     N            2999        1950                South
## 3922                     N            2851        2011              Midwest
## 3923                     N          105683        1998                South
## 3924                     N            3366        1985            Northeast
## 3925                     N              94        2012                 West
## 3926                     N             205        1890              Midwest
## 3927                     N           85162        1890                 West
## 3928                     N            4058        2005              Midwest
## 3929                     Y            1990        1884                 West
## 3930                     Y            2441        2003                South
## 3931                     N            4272        1985            Northeast
## 3932                     N           53960        1987                 West
## 3933                     N            1305        2005                 West
## 3934                     N            1368        2010              Midwest
## 3935                     N             707        2001              Midwest
## 3936                     N             697        2003                South
## 3937                     N            2741        1971            Northeast
## 3938                     N            4847        1977                 West
## 3939                     N            2103        2007                South
## 3940                     N             772        2006              Midwest
## 3941                     Y            1861        1941            Northeast
## 3942                     N            2398        1983              Midwest
## 3943                     N             539        2011            Northeast
## 3944                     Y            3048        1996            Northeast
## 3945                     N            4669        2000                South
## 3946                     N            2705        2007            Northeast
## 3947                     N            3571        1875                South
## 3948                     N           84160        1988                 West
## 3949                     N            1656        1902            Northeast
## 3950                     N             774        1995            Northeast
## 3951                     N            4312        2005                South
## 3952                     N            1293        1998            Northeast
## 3953                     N            2277        1976            Northeast
## 3954                     N            1271        1990                 West
## 3955                     N            4032        1838            Northeast
## 3956                     N            1052        2012            Northeast
## 3957                     N            2514        1847                 West
## 3958                     N           22952        2000            Northeast
## 3959                     N            3420        1984                South
## 3960                     N            4478        2007            Northeast
## 3961                     Y            3791        1998                 West
## 3962                     N            1874        1985            Northeast
## 3963                     N            2945        2006                South
## 3964                     N            1869        2005                South
## 3965                     Y            5229        1966            Northeast
## 3966                     N             323        1998                 West
## 3967                     N             914        1847            Northeast
## 3968                     N            3173        1987                South
## 3969                     N            2804        1998                South
## 3970                     Y            2638        1990            Northeast
## 3971                     N            3691        1854            Northeast
## 3972                     N            6752        1984              Midwest
## 3973                     N            1582        2004            Northeast
## 3974                     N            1762        2002                South
## 3975                     N            3124        2008              Midwest
## 3976                     N            2111        2004              Midwest
## 3977                     N             540        2001              Midwest
## 3978                     N             918        2001              Midwest
## 3979                     N             833        1992                 West
## 3980                     N            6505        2010                 West
## 3981                     N            3050        2006            Northeast
## 3982                     N             372        2010            Northeast
## 3983                     N            3085        2010              Midwest
## 3984                     N            1238        2012            Northeast
## 3985                     N            1005        1947            Northeast
## 3986                     N            1521        2000              Midwest
## 3987                     N            4196        1928                 West
## 3988                     Y            3354        1952                South
## 3989                     N            2365        1885                South
## 3990                     N            2504        1979                 West
## 3991                     N            4910        2012                 West
## 3992                     N            3099        2000            Northeast
## 3993                     N            3423        2006              Midwest
## 3994                     N            1300        1960              Midwest
## 3995                     N            2764        2012                South
## 3996                     N            1652        1997            Northeast
## 3997                     N            1477        1911                 West
## 3998                     Y            1888        1957            Northeast
## 3999                     N            1988        2005              Midwest
## 4000                     Y             405        1993              Midwest
## 4001                     N            1043        1978            Northeast
## 4002                     N            3043        2001            Northeast
## 4003                     Y             549        2005                 West
## 4004                     N             126        2003                South
## 4005                     N            5167        1971                South
## 4006                     N           11150        1981                South
## 4007                     N            3436        2008                South
## 4008                     N             453        1890            Northeast
## 4009                     N            1756        2008            Northeast
## 4010                     N            4752        1986                 West
## 4011                     N            1954        2000                 West
## 4012                     N            4944        1979                South
## 4013                     Y            1792        1998            Northeast
## 4014                     N            3781        1994            Northeast
## 4015                     N            5183        1942                 West
## 4016                     N             163        1999                South
## 4017                     N            1638        2003              Midwest
## 4018                     N            1801        1995               Island
## 4019                     N            4099        2000              Midwest
## 4020                     N            1382        2001                 West
## 4021                     Y            4460        1979                 West
## 4022                     N            1063        1998                South
## 4023                     Y            2316        2006                 West
## 4024                     N             580        2002                South
## 4025                     N             770        2004                 West
## 4026                     N            1714        1972                 West
## 4027                     N            2994        1981                 West
## 4028                     N            1031        2009              Midwest
## 4029                     Y           75125        1954                 West
## 4030                     N            2410        1963                 West
## 4031                     N             759        1876                South
## 4032                     N            4765        1996            Northeast
## 4033                     N            1550        1996                 West
## 4034                     N            9862        2009                South
## 4035                     N            1752        2000                South
## 4036                     N            4266        2001                 West
## 4037                     N           99503        2004                 West
## 4038                     N            1956        2006                South
## 4039                     N            1146        1994            Northeast
## 4040                     N            4211        1992            Northeast
## 4041                     N            1857        1992                 West
## 4042                     N            1150        1968                 West
## 4043                     N            3193        1946                 West
## 4044                     N             781        1920                 West
## 4045                     N            3167        1963            Northeast
## 4046                     N            1192        2010                South
## 4047                     N             740        1948                 West
## 4048                     N            1186        1872            Northeast
## 4049                     N            3246        2008            Northeast
## 4050                     N            2522        2013            Northeast
## 4051                     N             872        2001              Midwest
## 4052                     N            3968        2003                South
## 4053                     N            2939        2001            Northeast
## 4054                     N            3108        1839              Midwest
## 4055                     N            2245        2010              Midwest
## 4056                     Y            1394        1997                South
## 4057                     N            1444        1892                South
## 4058                     N            3551        2012            Northeast
## 4059                     N            1114        2005                South
## 4060                     N            2174        1910                 West
## 4061                     N            1856        2004            Northeast
## 4062                     N            1776        1985              Midwest
## 4063                     N           40787        1999              Midwest
## 4064                     N            2172        1868                 West
## 4065                     N             246        2011                South
## 4066                     N            4306        2006            Northeast
## 4067                     N            1166        1995                 West
## 4068                     N            1951        2003            Northeast
## 4069                     N            1627        1914            Northeast
## 4070                     N            2257        2008              Midwest
## 4071                     N            2408        2011            Northeast
## 4072                     N            2998        2015                 West
## 4073                     N            1559        1986                South
## 4074                     N            2547        1999                 West
## 4075                     Y             562        1996              Midwest
## 4076                     N            1513        2007                 West
## 4077                     N            1174        2002            Northeast
## 4078                     N             808        1977            Northeast
## 4079                     N             519        2007            Northeast
## 4080                     N             513        2000            Northeast
## 4081                     N             323        1911                 West
## 4082                     Y             279        1880                 West
## 4083                     N             767        2007                South
## 4084                     N            4050        2014            Northeast
## 4085                     N            1509        1991                 West
## 4086                     N            3405        1921                South
## 4087                     N            1869        1986            Northeast
## 4088                     N            2896        1960            Northeast
## 4089                     Y             308        2000                South
## 4090                     N             869        1993                 West
## 4091                     N             968        1988               Island
## 4092                     Y            2311        2007            Northeast
## 4093                     N            3897        1992              Midwest
## 4094                     N            4653        2006            Northeast
## 4095                     N             666        1980            Northeast
## 4096                     N              76        1939                South
## 4097                     N             469        1997            Northeast
## 4098                     N             731        1976                 West
## 4099                     N           55138        2009                South
## 4100                     N            4930        1999              Midwest
## 4101                     N            3066        2008                South
## 4102                     N            3994        1992              Midwest
## 4103                     N            1801        1994            Northeast
## 4104                     N            1601        1996              Midwest
## 4105                     N            6245        2009                 West
## 4106                     N            4089        1999                South
## 4107                     N            1954        1980                South
## 4108                     N            3558        1919                 West
## 4109                     N             358        1925            Northeast
## 4110                     N            3233        2007                 West
## 4111                     N            4519        2001                 West
## 4112                     N            1525        1947                 West
## 4113                     Y             564        1994                 West
## 4114                     Y             566        1935               Island
## 4115                     N            2700        2000              Midwest
## 4116                     N             397        2002            Northeast
## 4117                     N            1242        2005            Northeast
## 4118                     N            3967        1977                 West
## 4119                     Y            2145        1992                 West
## 4120                     N            2614        1982              Midwest
## 4121                     N          421062        1958            Northeast
## 4122                     N             683        1895            Northeast
## 4123                     N            3370        2011              Midwest
## 4124                     N             285        2001                South
## 4125                     N            2752        2005                 West
## 4126                     N            1669        1968                 West
## 4127                     N             814        2004              Midwest
## 4128                     N             722        1985            Northeast
## 4129                     N            2372        1997            Northeast
## 4130                     Y            2183        1994                South
## 4131                     N            3655        1997            Northeast
## 4132                     N             170        2009            Northeast
## 4133                     N            3006        1978            Northeast
## 4134                     N            1530        2000                South
## 4135                     N            5248        2010                 West
## 4136                     N            3274        1981                 West
## 4137                     N            1416        2013                 West
## 4138                     N          404715        1948              Midwest
## 4139                     N             259        2013                 West
## 4140                     N            4673        1930               Island
## 4141                     N             441        1847                 West
## 4142                     N            2459        1988              Midwest
## 4143                     N            3819        1960                 West
## 4144                     N            1702        1881                South
## 4145                     N             576        1985            Northeast
## 4146                     N             785        1976            Northeast
## 4147                     N            5058        1998                South
## 4148                     N            3705        1906            Northeast
## 4149                     N            1764        1984            Northeast
## 4150                     N            1160        2003            Northeast
## 4151                     N            3686        1999                 West
## 4152                     N            4847        1979                South
## 4153                     Y             990        1996            Northeast
## 4154                     N            1126        1981                 West
## 4155                     N            5398        2001                South
## 4156                     N            1103        1967                 West
## 4157                     N            5440        2010                 West
## 4158                     N            5255        1936            Northeast
## 4159                     N            1163        1988              Midwest
## 4160                     Y            1496        1996                 West
## 4161                     Y            3295        1994                South
## 4162                     N            1903        2011                South
## 4163                     Y            4874        2003            Northeast
## 4164                     N             651        2009                South
## 4165                     N             527        2007              Midwest
## 4166                     Y            2055        1857                 West
## 4167                     Y            1562        1941                South
## 4168                     N            3233        1993                South
## 4169                     Y             661        2001                 West
## 4170                     N            3796        1962               Island
## 4171                     N            2841        2007                South
## 4172                     N            2167        2004                South
## 4173                     N            2713        1997                 West
## 4174                     N            3199        2008                South
## 4175                     N            1261        2006              Midwest
## 4176                     N            1889        1988              Midwest
## 4177                     N            4203        1881                 West
## 4178                     Y            2589        1976            Northeast
## 4179                     N            4551        1996                 West
## 4180                     N            2059        2013                 West
## 4181                     N            3655        1975                 West
## 4182                     N            3421        1985              Midwest
## 4183                     Y             451        1999                South
## 4184                     Y             519        1959              Midwest
## 4185                     N           28059        2006            Northeast
## 4186                     N            3770        1996            Northeast
## 4187                     N             739        1939                 West
## 4188                     Y             728        1975                South
## 4189                     N             636        2001                 West
## 4190                     N            1516        2002                South
## 4191                     Y            5295        1981            Northeast
## 4192                     N            4467        2012                South
## 4193                     N              68        1994                South
## 4194                     N            2724        2013              Midwest
## 4195                     N             914        2007              Midwest
## 4196                     N            3128        1999              Midwest
## 4197                     N           12004        1986                 West
## 4198                     N             196        1979            Northeast
## 4199                     N            4400        2013            Northeast
## 4200                     N            3925        2001                 West
## 4201                     N            4875        1997              Midwest
## 4202                     N            2497        1978                South
## 4203                     N            1051        1992              Midwest
## 4204                     N            4579        1912            Northeast
## 4205                     N            3392        1999                 West
## 4206                     N            3140        2002                South
## 4207                     N             288        2000                 West
## 4208                     N            2889        2004                 West
## 4209                     N             709        2008                 West
## 4210                     Y            1088        2006                South
## 4211                     N            1160        2002                 West
## 4212                     N           36018        1996                South
## 4213                     N            1950        1937                 West
## 4214                     N            2662        1848                South
## 4215                     N            3497        1988              Midwest
## 4216                     Y            3821        1926                South
## 4217                     N              74        2000                 West
## 4218                     N              76        2010                 West
## 4219                     N            4116        2008                 West
## 4220                     N            1991        2003              Midwest
## 4221                     N            1597        2007              Midwest
## 4222                     N             704        2013                 West
## 4223                     N            5216        1991              Midwest
## 4224                     N            3928        1993                South
## 4225                     N            3260        2000              Midwest
## 4226                     N             768        2002            Northeast
## 4227                     N             183        1983            Northeast
## 4228                     N            2818        2007                 West
## 4229                     N            2253        1946            Northeast
## 4230                     Y             873        1908                 West
## 4231                     N             416        1976            Northeast
## 4232                     N             967        2003                 West
## 4233                     N             419        2004            Northeast
## 4234                     N            2177        1960                 West
## 4235                     N              93        2009                 West
## 4236                     N             775        2012                 West
## 4237                     N            3363        1991                South
## 4238                     N            3764        1946                 West
## 4239                     N            3354        2000            Northeast
## 4240                     N            1881        2001              Midwest
## 4241                     N            3738        1985              Midwest
## 4242                     N            1300        1987            Northeast
## 4243                     N             633        1897            Northeast
## 4244                     N           10301        1998              Midwest
## 4245                     N          151150        1984                South
## 4246                     N            2759        2003            Northeast
## 4247                     N            3063        1887                South
## 4248                     N            2442        1998                South
## 4249                     N            1678        1925                South
## 4250                     N            5278        1984            Northeast
## 4251                     N            1478        2009            Northeast
## 4252                     N            3739        2007            Northeast
## 4253                     N            3244        2004                 West
## 4254                     N             658        2005              Midwest
## 4255                     N            3279        1998              Midwest
## 4256                     N              22        2010            Northeast
## 4257                     N            3235        1993                South
## 4258                     N             142        1981            Northeast
## 4259                     N             234        1946            Northeast
## 4260                     N            2563        2001                South
## 4261                     N            1559        1998              Midwest
## 4262                     N            2491        1841                South
## 4263                     N            3273        1977                South
## 4264                     N              93        2006                 West
## 4265                     N            1880        1911                 West
## 4266                     N            4236        1968            Northeast
## 4267                     Y            2882        1979                 West
## 4268                     N            5078        1873                South
## 4269                     N            3407        2004                South
## 4270                     N            3902        1970            Northeast
## 4271                     N            4585        1942                 West
## 4272                     N            4338        1855              Midwest
## 4273                     N            2623        2006            Northeast
## 4274                     N             102        2011                South
## 4275                     N            2436        2009            Northeast
## 4276                     N            2875        2010                 West
## 4277                     N            1166        2003                South
## 4278                     Y            5752        1999                South
## 4279                     N            4918        2005            Northeast
## 4280                     N            4290        1916                 West
## 4281                     Y            2423        1928                South
## 4282                     N            3032        1960                 West
## 4283                     N            5863        2008            Northeast
## 4284                     N            2402        1987            Northeast
## 4285                     N            2503        1855                South
## 4286                     N              82        2006            Northeast
## 4287                     N            1379        1997                South
## 4288                     N            1232        2003                South
## 4289                     N              86        1994                South
## 4290                     N            2297        1999              Midwest
## 4291                     N             283        1979                South
## 4292                     N            3468        1945                South
## 4293                     N            3331        2013            Northeast
## 4294                     N            1866        1855              Midwest
## 4295                     N             768        1999            Northeast
## 4296                     Y            2072        1981                 West
## 4297                     N            3342        2001            Northeast
## 4298                     N            1588        2009            Northeast
## 4299                     N            4212        1982              Midwest
## 4300                     N           91148        1998                 West
## 4301                     N             203        1998                South
## 4302                     N            3760        2001                South
## 4303                     N           36339        1997              Midwest
## 4304                     N            2284        2004                 West
## 4305                     N           16275        2004              Midwest
## 4306                     N            1096        1991                 West
## 4307                     Y             983        1885              Midwest
## 4308                     N             508        1923                South
## 4309                     Y            3382        1934              Midwest
## 4310                     N            2588        1801               Island
## 4311                     N            3453        1993            Northeast
## 4312                     N            2885        1986            Northeast
## 4313                     N             174        1956                 West
## 4314                     N             709        2006            Northeast
## 4315                     N            3351        1990                 West
## 4316                     Y            2913        2008                South
## 4317                     N            1122        2000                 West
## 4318                     N            3984        1884            Northeast
## 4319                     N            3671        2002                South
## 4320                     N            2187        2001            Northeast
## 4321                     N            1165        1836            Northeast
## 4322                     N            1679        2007              Midwest
## 4323                     N            4926        1982              Midwest
## 4324                     Y             943        1858                 West
## 4325                     N            3291        1997            Northeast
## 4326                     N             986        1977            Northeast
## 4327                     N            1710        1911              Midwest
## 4328                     Y            3130        2004                 West
## 4329                     N             337        1997              Midwest
## 4330                     N            3600        1993            Northeast
## 4331                     N            3197        2005                South
## 4332                     N            2490        1892            Northeast
## 4333                     N            2333        1978                South
## 4334                     N            5444        1970                 West
## 4335                     Y             722        1998            Northeast
## 4336                     N            3792        1982            Northeast
## 4337                     N             328        1960                 West
## 4338                     N             333        2008                 West
## 4339                     Y             501        1986            Northeast
## 4340                     N            1976        1968                South
## 4341                     N             674        1948                 West
## 4342                     N            3691        2008              Midwest
## 4343                     N             738        2005                 West
## 4344                     N            3582        1928            Northeast
## 4345                     N            2806        1979              Midwest
## 4346                     N            1136        1992            Northeast
## 4347                     N           14061        1986              Midwest
## 4348                     N            2740        2011              Midwest
## 4349                     N            2926        1997                 West
## 4350                     N            2663        1985              Midwest
## 4351                     N             519        1912                 West
## 4352                     N             883        1997            Northeast
## 4353                     N            1002        1970            Northeast
## 4354                     Y            2488        1977                 West
## 4355                     N            4273        1851            Northeast
## 4356                     Y            2062        1986                South
## 4357                     N           83839        1974                 West
## 4358                     N             235        2001                South
## 4359                     N             173        1993                 West
## 4360                     N            3037        1975               Island
## 4361                     N            3553        1969                 West
## 4362                     N            2650        1988                South
## 4363                     N            1137        2007                South
## 4364                     N            3314        2000              Midwest
## 4365                     N           17558        1997              Midwest
## 4366                     N            2025        1976            Northeast
## 4367                     N            2733        1975            Northeast
## 4368                     N            4750        2005                South
## 4369                     N            5702        2006                 West
## 4370                     N            1159        1999              Midwest
## 4371                     N            2925        1949               Island
## 4372                     N            1726        1984              Midwest
## 4373                     N            1212        1998                South
## 4374                     N            5070        1997                 West
## 4375                     N            3938        1999                 West
## 4376                     N            1837        2000                South
## 4377                     Y            2121        1999                 West
## 4378                     N            3376        1881            Northeast
## 4379                     N             165        1993                South
## 4380                     N              18        2000              Midwest
## 4381                     N            3935        1963            Northeast
## 4382                     N           19437        1982                South
## 4383                     N            5253        1988                South
## 4384                     N            2361        2006                 West
## 4385                     N            1470        1990                 West
## 4386                     N            3452        2004            Northeast
## 4387                     Y             347        2001                 West
## 4388                     N            2260        1893                 West
## 4389                     N            4698        1965            Northeast
## 4390                     N             426        1991                 West
## 4391                     N            2184        2004            Northeast
## 4392                     N            1344        2011                 West
## 4393                     N            1435        2010              Midwest
## 4394                     N             328        2007                South
## 4395                     N             678        2010                South
## 4396                     N            2010        2009              Midwest
## 4397                     N             484        2005                South
## 4398                     N             354        2009            Northeast
## 4399                     N           63430        1974                South
## 4400                     N            1358        2000            Northeast
## 4401                     N            1668        1977              Midwest
## 4402                     N            1040        1986              Midwest
## 4403                     N             438        1862            Northeast
## 4404                     N            1619        2006            Northeast
## 4405                     N            4298        1993            Northeast
## 4406                     N            1103        1982                 West
## 4407                     N           73686        1999                South
## 4408                     N            1330        1994                 West
## 4409                     N            2642        1976                South
## 4410                     N            4032        2007                South
## 4411                     N            1346        1998               Island
## 4412                     N             633        2009            Northeast
## 4413                     N            1583        1911                 West
## 4414                     N             609        1997                South
## 4415                     N            3194        1992              Midwest
## 4416                     N             736        1998                South
## 4417                     N           90672        1996                South
## 4418                     N            1536        2004            Northeast
## 4419                     N            2636        2013                 West
## 4420                     N             189        2006              Midwest
## 4421                     N            2387        2012            Northeast
## 4422                     Y            4105        2010                South
## 4423                     N            2363        2005                 West
## 4424                     N            2398        2012                South
## 4425                     N            2456        1904            Northeast
## 4426                     N             529        1994                 West
## 4427                     N            4097        2010                South
## 4428                     N            3620        1994            Northeast
## 4429                     N            3384        1888            Northeast
## 4430                     N            3243        2008                South
## 4431                     N            1777        1977                South
## 4432                     N             890        1978                 West
## 4433                     N            1047        2009                 West
## 4434                     N            1959        2007            Northeast
## 4435                     Y             724        1980                 West
## 4436                     N            2600        2011                 West
## 4437                     N             124        2006            Northeast
## 4438                     N             674        1993            Northeast
## 4439                     N            2289        2010                South
## 4440                     N             488        2000            Northeast
## 4441                     Y            2948        1873                South
## 4442                     N             134        1998                 West
## 4443                     N             156        1928                 West
## 4444                     Y             942        1988                South
## 4445                     N            2736        1979                South
## 4446                     N            3245        1994              Midwest
## 4447                     Y             487        2008                 West
## 4448                     N            5780        2010                 West
## 4449                     N            1556        1997            Northeast
## 4450                     N            4763        1927                 West
## 4451                     N             218        1864              Midwest
## 4452                     N             741        2009              Midwest
## 4453                     N            1614        1899            Northeast
## 4454                     Y           24536        1996                South
## 4455                     N             561        1908            Northeast
## 4456                     N             393        1869                South
## 4457                     Y            2952        1989            Northeast
## 4458                     N            1935        2007            Northeast
## 4459                     N            1181        2002                 West
## 4460                     N            2557        1989            Northeast
## 4461                     N            1284        1974              Midwest
## 4462                     N             473        2001                 West
## 4463                     N            1950        1992                 West
## 4464                     N            2528        1998               Island
## 4465                     N            3955        2005                 West
## 4466                     Y            1230        1977                South
## 4467                     N            2254        2007                 West
## 4468                     N            1339        2009                 West
## 4469                     N            5353        2013            Northeast
## 4470                     N            3887        2009            Northeast
## 4471                     N            1061        2003                South
## 4472                     N            2347        1999                 West
## 4473                     N            2087        2008                South
## 4474                     N            2313        1946                South
## 4475                     N            1024        2011                 West
## 4476                     N            2069        2004            Northeast
## 4477                     N            2117        1996              Midwest
## 4478                     Y             307        1993               Island
## 4479                     N            5991        1976                South
## 4480                     N            1826        2003                 West
## 4481                     N            1245        2005                 West
## 4482                     N            1204        1855                South
## 4483                     N            5495        2005                South
## 4484                     N           62229        1997              Midwest
## 4485                     N            3992        1995                 West
## 4486                     N            5029        1994                 West
## 4487                     N            1265        1909              Midwest
## 4488                     N             576        2001                 West
## 4489                     N             418        1994            Northeast
## 4490                     N            3385        1987                South
## 4491                     Y            1444        1989                 West
## 4492                     Y            1917        2006                South
## 4493                     N            3459        2006            Northeast
## 4494                     N            2027        1992              Midwest
## 4495                     N             379        2007                South
## 4496                     Y            1946        1984                South
## 4497                     N            5394        2001                South
## 4498                     N            5166        1999              Midwest
## 4499                     N            2601        1998                South
## 4500                     N            4229        2006            Northeast
## 4501                     N            4268        1972                 West
## 4502                     N            2058        1977                South
## 4503                     Y            1425        2004            Northeast
## 4504                     N             270        1980                South
## 4505                     N             894        1996            Northeast
## 4506                     N            2601        1928                South
## 4507                     N            4533        2000            Northeast
## 4508                     N              88        1978                South
## 4509                     N            4067        1885              Midwest
## 4510                     N            3442        1976                South
## 4511                     N            1814        2013                 West
## 4512                     N            1771        1923                 West
## 4513                     N            2866        1885                South
## 4514                     N            4542        2016            Northeast
## 4515                     N            3025        2009                South
## 4516                     N            1294        1999                South
## 4517                     N            3123        2004            Northeast
## 4518                     N            4716        2004                 West
## 4519                     N             202        1998              Midwest
## 4520                     N             709        2001                South
## 4521                     N             118        1997            Northeast
## 4522                     N            2035        1985                South
## 4523                     N            4056        2013                 West
## 4524                     N             998        2001                 West
## 4525                     N             270        1851                South
## 4526                     N            2016        2010              Midwest
## 4527                     N             853        1872                South
## 4528                     N             829        1956                South
## 4529                     N            5069        1998              Midwest
## 4530                     N            4820        2003                 West
## 4531                     N            4279        2010                 West
## 4532                     N            2044        2001                South
## 4533                     N             375        1944            Northeast
## 4534                     N            1162        2012                 West
## 4535                     N            1625        2004                South
## 4536                     Y            4001        1973            Northeast
## 4537                     N             205        1998                 West
## 4538                     N            2233        2008              Midwest
## 4539                     Y             975        1986                 West
## 4540                     N            1684        2006            Northeast
## 4541                     N            4397        2008                 West
## 4542                     Y             220        1980                 West
## 4543                     N            3196        2005              Midwest
## 4544                     Y            4108        2004                South
## 4545                     N             216        2006              Midwest
## 4546                     N            1385        1859                South
## 4547                     N              62        1901              Midwest
## 4548                     N            2144        1990                South
## 4549                     Y            1478        2000            Northeast
## 4550                     N            2750        1909            Northeast
## 4551                     N           24092        1972                 West
## 4552                     N            1097        2006                 West
## 4553                     N            2762        1999                 West
## 4554                     N            3160        2002                South
## 4555                     N            1855        2013            Northeast
## 4556                     N            3285        1997                 West
## 4557                     N            2849        1823                South
## 4558                     N            1547        2000              Midwest
## 4559                     N            3376        1998            Northeast
## 4560                     N             312        2013                South
## 4561                     N            4230        2002              Midwest
## 4562                     Y            3689        1982            Northeast
## 4563                     N            1762        2000              Midwest
## 4564                     N            1677        1897                 West
## 4565                     N              70        2010                 West
## 4566                     N            2312        2012                South
## 4567                     N            1769        1969            Northeast
## 4568                     N            1389        1876              Midwest
## 4569                     N            1796        2004                 West
## 4570                     N            2733        2001                South
## 4571                     N             411        2012            Northeast
## 4572                     N            1420        2001                 West
## 4573                     N            3471        2007                South
## 4574                     N             538        1968                 West
## 4575                     N             111        1985              Midwest
## 4576                     N            1704        1986            Northeast
## 4577                     N            5184        1992            Northeast
## 4578                     Y            1538        2008              Midwest
## 4579                     N            3140        2001                South
## 4580                     N            3950        1979              Midwest
## 4581                     N            2123        1967                South
## 4582                     N             288        1999                South
## 4583                     N           26125        1898                 West
## 4584                     Y            3350        1991                 West
## 4585                     N             380        1997                South
## 4586                     N            1559        1974                 West
## 4587                     N            3622        2007            Northeast
## 4588                     N            1417        2010              Midwest
## 4589                     N             585        2003                 West
## 4590                     N             496        1969                 West
## 4591                     N            2812        1952               Island
## 4592                     N            5196        2000                South
## 4593                     N             663        2012            Northeast
## 4594                     N             447        1998            Northeast
## 4595                     N           20787        2010            Northeast
## 4596                     N            1878        2001                South
## 4597                     N            4299        1823            Northeast
## 4598                     N            1426        1999            Northeast
## 4599                     N             807        1885              Midwest
## 4600                     Y            3268        2000                 West
## 4601                     N             389        2009                 West
## 4602                     N            2308        1973                 West
## 4603                     N            5805        1967                 West
## 4604                     N            2357        2006              Midwest
## 4605                     N          101159        2010                 West
## 4606                     N             197        2006              Midwest
## 4607                     N             808        1988              Midwest
## 4608                     Y            8963        2007              Midwest
## 4609                     N            3519        1997            Northeast
## 4610                     N             645        1969              Midwest
## 4611                     N            1073        1992                 West
## 4612                     N            4513        1877                 West
## 4613                     N            2381        1984            Northeast
## 4614                     N            1779        2001            Northeast
## 4615                     N            1160        1994                South
## 4616                     N            4373        2008                 West
## 4617                     N            1876        2005                 West
## 4618                     N            1436        2006                 West
## 4619                     N            2409        1996            Northeast
## 4620                     N            2114        1968              Midwest
## 4621                     N            1906        2007                 West
## 4622                     Y            1714        1988                South
## 4623                     N             597        1989                South
## 4624                     N             592        1978              Midwest
## 4625                     Y            1840        1999                South
## 4626                     N             402        1948            Northeast
## 4627                     N            1248        1940            Northeast
## 4628                     N            1548        2006                South
## 4629                     N             842        1997                 West
## 4630                     N            1544        1997            Northeast
## 4631                     N            4570        2000            Northeast
## 4632                     N             578        2009                South
## 4633                     N            1470        2010                 West
## 4634                     N            4236        1997            Northeast
## 4635                     N            2627        1977                 West
## 4636                     N            1537        2009                 West
## 4637                     N            1563        1936                South
## 4638                     N            2736        2010            Northeast
## 4639                     N            3619        1996                 West
## 4640                     N             682        2013            Northeast
## 4641                     N            2390        1998                South
## 4642                     N            4642        1989              Midwest
## 4643                     N            5108        1922                 West
## 4644                     N            2030        2007            Northeast
## 4645                     N            4462        2000              Midwest
## 4646                     Y            2320        1872                 West
## 4647                     N             407        1838                South
## 4648                     N            2836        1971            Northeast
## 4649                     N            3886        2009                South
## 4650                     N            1883        1866                 West
## 4651                     Y             954        2008            Northeast
## 4652                     N            1750        1995              Midwest
## 4653                     N             220        1998                 West
## 4654                     N            8462        2005            Northeast
## 4655                     Y             961        2005                 West
## 4656                     N            3100        1996            Northeast
## 4657                     N             706        1997                 West
## 4658                     Y            1285        2012                 West
## 4659                     N            2239        1966                 West
## 4660                     N            3526        1838              Midwest
## 4661                     N            1935        1899                South
## 4662                     N            2424        1972            Northeast
## 4663                     N            2857        1946            Northeast
## 4664                     N            4316        1987              Midwest
## 4665                     N             658        1999              Midwest
## 4666                     N            3517        2002               Island
## 4667                     N            1169        1995                South
## 4668                     N            4380        2012                 West
## 4669                     N             555        1866              Midwest
## 4670                     N            5039        2004                South
## 4671                     N            3784        1993            Northeast
## 4672                     N            1660        1998                South
## 4673                     Y            2144        1997                South
## 4674                     N            4768        2004            Northeast
## 4675                     Y             231        1947              Midwest
## 4676                     N            3627        1962                South
## 4677                     N            1656        1977                South
## 4678                     N             203        1983                 West
## 4679                     N            3310        2006                 West
## 4680                     N            3844        1907               Island
## 4681                     N            5128        1992              Midwest
## 4682                     N            1454        1968              Midwest
## 4683                     N             662        1985            Northeast
## 4684                     N            2349        1998            Northeast
## 4685                     N            4315        1868                South
## 4686                     N            3247        1902            Northeast
## 4687                     N            1331        2015              Midwest
## 4688                     N            1290        2013                 West
## 4689                     N             946        1998            Northeast
## 4690                     N           67296        1980                 West
## 4691                     N            3789        2008               Island
## 4692                     N           22034        1968                South
## 4693                     N             798        1987                South
## 4694                     N            2850        2009            Northeast
## 4695                     N            1045        2010                South
## 4696                     N            3518        2001            Northeast
## 4697                     N            2964        1919                 West
## 4698                     N            4488        1984                 West
## 4699                     N             945        1998            Northeast
## 4700                     N            4331        1954                South
## 4701                     N            2097        2001            Northeast
## 4702                     N            5940        1970                 West
## 4703                     N            2144        1998                South
## 4704                     N            2260        2009                South
## 4705                     N            4462        1873                 West
## 4706                     N          112483        2006              Midwest
## 4707                     N            1198        1981            Northeast
## 4708                     N            2326        1988                 West
## 4709                     N            5734        1998                South
## 4710                     N            1035        2012              Midwest
## 4711                     N            4289        2008            Northeast
## 4712                     N            1709        1982              Midwest
## 4713                     N            3556        2001                South
## 4714                     Y             582        1973                 West
## 4715                     Y            2089        1998                 West
## 4716                     N          128236        2003                South
## 4717                     N            4659        2005                 West
## 4718                     N            1003        1932                 West
## 4719                     N            1512        1984            Northeast
## 4720                     N            2524        2005              Midwest
## 4721                     N             181        2010                 West
## 4722                     N            2179        1996                South
## 4723                     N            4849        1993                 West
## 4724                     Y           17794        2005                South
## 4725                     N            1146        1985            Northeast
## 4726                     N            1522        1983            Northeast
## 4727                     Y            2264        1991            Northeast
## 4728                     N            1594        2004                South
## 4729                     N            4839        1885                South
## 4730                     N           30146        1978                 West
## 4731                     N             551        1947                South
## 4732                     N              75        2005            Northeast
## 4733                     N             930        2001            Northeast
## 4734                     N             104        1920                South
## 4735                     N             661        1887            Northeast
## 4736                     N             737        1872            Northeast
## 4737                     N            6519        1918            Northeast
## 4738                     N            1006        1999              Midwest
## 4739                     Y            2288        1818              Midwest
## 4740                     N            2047        1999                South
## 4741                     N            1749        1989                 West
## 4742                     N             561        1993                 West
## 4743                     N             671        1998              Midwest
## 4744                     N            5227        1854                 West
## 4745                     N            2948        2007                South
## 4746                     N            2273        2012              Midwest
## 4747                     N            2418        2011            Northeast
## 4748                     N            1214        1920            Northeast
## 4749                     N            1117        1993              Midwest
## 4750                     N          397360        2005            Northeast
## 4751                     N            1072        1974                South
## 4752                     N           87861        1998            Northeast
## 4753                     Y            1128        1936                 West
## 4754                     N            5966        2001            Northeast
## 4755                     N             361        2002                 West
## 4756                     N             899        1954                South
## 4757                     N            1237        2003                South
## 4758                     N             681        1998                 West
## 4759                     Y             112        1998                South
## 4760                     N              36        1858                 West
## 4761                     N             287        1932                 West
## 4762                     N            1318        2013                 West
## 4763                     N             496        1998                South
## 4764                     N            2732        2009                South
## 4765                     N            3019        2010                 West
## 4766                     Y            2651        1864                South
## 4767                     N             838        2000            Northeast
## 4768                     N            1814        2000            Northeast
## 4769                     N             473        1979              Midwest
## 4770                     N            2223        1952                South
## 4771                     N            1189        1999            Northeast
## 4772                     N             477        2006            Northeast
## 4773                     N            1837        2000              Midwest
## 4774                     N              92        1968            Northeast
## 4775                     N            1842        1962            Northeast
## 4776                     N            4615        1883            Northeast
## 4777                     N             105        1988                 West
## 4778                     N            3154        1821            Northeast
## 4779                     N          192494        2006                 West
## 4780                     N            4344        1939                South
## 4781                     N            4268        2008                South
## 4782                     Y             117        1868                South
## 4783                     N             329        2010                 West
## 4784                     N            2852        2004                South
## 4785                     N             533        2004                 West
## 4786                     N            1022        1998                South
## 4787                     N            1678        1834              Midwest
## 4788                     N            2749        1984              Midwest
## 4789                     N             574        1959              Midwest
## 4790                     N             645        1892                 West
## 4791                     N          139451        1984            Northeast
## 4792                     N            2789        1919                South
## 4793                     N            4329        2002                South
## 4794                     N             257        1997                South
## 4795                     N            6036        2000            Northeast
## 4796                     N            2650        1981                South
## 4797                     Y            3707        1984                South
## 4798                     N            2938        2002                South
## 4799                     N             413        1900            Northeast
## 4800                     N            2902        2005              Midwest
## 4801                     N             563        1993                South
## 4802                     N            2190        2002            Northeast
## 4803                     Y            1290        1996                 West
## 4804                     N            2865        2000            Northeast
## 4805                     Y             993        2005                 West
## 4806                     N             992        1981              Midwest
## 4807                     N            1868        1999            Northeast
## 4808                     Y             487        1982            Northeast
## 4809                     N            3047        1807                 West
## 4810                     N            1935        1993              Midwest
## 4811                     N            3999        1992                South
## 4812                     N            1830        2008                South
## 4813                     N            4121        1863                 West
## 4814                     N           28315        2007                 West
## 4815                     N           25567        2009                South
## 4816                     N           27749        2003                South
## 4817                     N            1458        1988                 West
## 4818                     N            2173        2013                South
## 4819                     Y            2522        1975                South
## 4820                     N             162        2009                 West
## 4821                     N            4458        2001            Northeast
## 4822                     N             905        1971              Midwest
## 4823                     N            1824        1997                South
## 4824                     N            1777        2005                South
## 4825                     N             961        1988              Midwest
## 4826                     N            1640        1919            Northeast
## 4827                     N            1423        1889            Northeast
## 4828                     N            3619        1997                South
## 4829                     N              22        2006            Northeast
## 4830                     N            2362        2006                South
## 4831                     N            1891        2003              Midwest
## 4832                     N             229        2013               Island
## 4833                     Y            3665        2000                 West
## 4834                     N            2943        2000            Northeast
## 4835                     N           32899        2001                South
## 4836                     N            1762        2006                 West
## 4837                     N            4468        1995                 West
## 4838                     N            4111        2011                South
## 4839                     N             112        2006            Northeast
## 4840                     N            2624        1947               Island
## 4841                     N             429        1995              Midwest
## 4842                     Y            1937        2000              Midwest
## 4843                     N            3275        1960                South
## 4844                     N            3215        1993            Northeast
## 4845                     N            1612        1999              Midwest
## 4846                     N             561        1999                 West
## 4847                     N            4253        2005                South
## 4848                     N             505        1984              Midwest
## 4849                     N            5483        1999                 West
## 4850                     N            2415        2011                 West
## 4851                     N            5713        2004            Northeast
## 4852                     N             346        1988                 West
## 4853                     N            3424        1980                 West
## 4854                     N            4299        2010              Midwest
## 4855                     N            2835        1990              Midwest
## 4856                     N            2557        1985              Midwest
## 4857                     N              69        1998              Midwest
## 4858                     N           11724        1969                 West
## 4859                     N            4305        1935                 West
## 4860                     N           81614        2001                 West
## 4861                     N            1220        1981                South
## 4862                     N              35        2006            Northeast
## 4863                     N             187        1838                 West
## 4864                     N            3614        1998                 West
## 4865                     N            1099        1984            Northeast
## 4866                     N             752        2013            Northeast
## 4867                     N            4105        2009                South
## 4868                     N             119        2007                South
## 4869                     N              56        2008              Midwest
## 4870                     N              61        1997              Midwest
## 4871                     N            1931        1962            Northeast
## 4872                     N           12231        1996              Midwest
## 4873                     N            2604        1989                South
## 4874                     N            2355        1851                 West
## 4875                     N            2660        2005              Midwest
## 4876                     N             417        2008                South
## 4877                     N           14912        1996                South
## 4878                     Y            2096        1911                 West
## 4879                     N              46        1968                 West
## 4880                     N             811        1996            Northeast
## 4881                     N            1522        1987                 West
## 4882                     N              79        1981              Midwest
## 4883                     N            3626        1979              Midwest
## 4884                     N            2566        1994                South
## 4885                     N            5064        1974            Northeast
## 4886                     N            1687        1944                 West
## 4887                     N            1036        2011                South
## 4888                     N            3345        1969                 West
## 4889                     N            2305        2003                 West
## 4890                     N             696        2005                 West
## 4891                     N            4989        2004                 West
## 4892                     Y            1945        2010                South
## 4893                     N             140        1998              Midwest
## 4894                     Y            4118        2006                 West
## 4895                     N           12597        1962            Northeast
## 4896                     N            1972        1997            Northeast
## 4897                     N            2403        2000              Midwest
## 4898                     N            3190        2005                South
## 4899                     N            1751        1996               Island
## 4900                     N            4849        2007                 West
## 4901                     N            2714        2013                South
## 4902                     N             781        2003                 West
## 4903                     N            3676        1971              Midwest
## 4904                     N            5784        2010            Northeast
## 4905                     N           42144        2001              Midwest
## 4906                     N            1726        2006                 West
## 4907                     N            1978        1923                South
## 4908                     N            3103        1877                South
## 4909                     N            1474        2005                South
## 4910                     N          108074        1996            Northeast
## 4911                     N            2240        1817                 West
## 4912                     Y             586        2010                South
## 4913                     N            4182        1996                 West
## 4914                     N            1143        1855              Midwest
## 4915                     N            4767        1972               Island
## 4916                     N             766        2010                 West
## 4917                     N             172        1998                South
## 4918                     N          139418        2009                South
## 4919                     N            2215        1897              Midwest
## 4920                     N            3187        1987            Northeast
## 4921                     N            5601        1990            Northeast
## 4922                     N            1148        2007              Midwest
## 4923                     N            1903        1981                South
## 4924                     N             913        1954                South
## 4925                     N            2638        2010            Northeast
## 4926                     N            5241        1964            Northeast
## 4927                     N            1729        2001                South
## 4928                     N            4218        2001            Northeast
## 4929                     N            2117        2014              Midwest
## 4930                     N            2162        2007            Northeast
## 4931                     N            1409        2016                South
## 4932                     N          173070        1985            Northeast
## 4933                     Y            1467        2005                 West
## 4934                     N           14832        2001            Northeast
## 4935                     N             318        2007                South
## 4936                     N            5384        1849              Midwest
## 4937                     N            1569        1998                 West
## 4938                     N           11041        1832                South
## 4939                     N           23151        1950              Midwest
## 4940                     N            1336        2004                 West
## 4941                     N             991        1867            Northeast
## 4942                     N            3077        1999            Northeast
## 4943                     N            2902        1992            Northeast
## 4944                     N            2281        2007                South
## 4945                     N             484        2006              Midwest
## 4946                     N           37432        1982            Northeast
## 4947                     N            3289        1985                 West
## 4948                     N            2796        2007            Northeast
## 4949                     N            1570        2004            Northeast
## 4950                     Y             731        1996                South
## 4951                     N            3279        2007            Northeast
## 4952                     N            1437        2006            Northeast
## 4953                     N             885        1886            Northeast
## 4954                     N           27073        1911            Northeast
## 4955                     N            3140        1940                 West
## 4956                     N            2363        1889                 West
## 4957                     N             191        1977                 West
## 4958                     N             614        1996              Midwest
## 4959                     N            3772        2005                 West
## 4960                     N            4190        2015                South
## 4961                     N            2158        1999                 West
## 4962                     N            2879        2008                 West
## 4963                     Y            1928        1986                South
## 4964                     N           42733        1964            Northeast
## 4965                     Y             575        1986            Northeast
## 4966                     N            1305        1995                 West
## 4967                     N            2569        1995            Northeast
## 4968                     N            1647        1996            Northeast
## 4969                     N             183        2004                South
## 4970                     N            1512        2011                 West
## 4971                     N             440        1997            Northeast
## 4972                     N             693        2000                 West
## 4973                     N            1736        1857                 West
## 4974                     N             781        1868            Northeast
## 4975                     N            3217        1998                South
## 4976                     N            5232        1997                South
## 4977                     N             618        1939              Midwest
## 4978                     N             221        1998               Island
## 4979                     N            4254        1989                South
## 4980                     N            2761        2002            Northeast
## 4981                     N            1405        1996              Midwest
## 4982                     N            3450        1996            Northeast
## 4983                     N            5283        1976                South
## 4984                     N            9535        1994              Midwest
## 4985                     N              16        2008            Northeast
## 4986                     N            1890        1838            Northeast
## 4987                     N            2611        2002                 West
## 4988                     Y             832        2009                 West
## 4989                     N            1738        2006                South
## 4990                     N            5557        1968            Northeast
## 4991                     N             613        1998                 West
## 4992                     N            3680        1981              Midwest
## 4993                     N             578        1999              Midwest
## 4994                     Y            3855        1960                 West
## 4995                     Y             633        1996                South
## 4996                     N             232        1983              Midwest
## 4997                     N             734        1887               Island
## 4998                     Y             796        1999              Midwest
## 4999                     N            3674        2002                South
## 5000                     Y            1578        2000                 West
## 5001                     N             972        1995                 West
## 5002                     N            1630        2013                 West
## 5003                     N            4888        1988            Northeast
## 5004                     N             235        1976              Midwest
## 5005                     N             402        1995                South
## 5006                     N            3071        1967                 West
## 5007                     N            2032        2004            Northeast
## 5008                     Y             433        1867                South
## 5009                     N            1020        2008                South
## 5010                     N            1879        2005              Midwest
## 5011                     N             558        1978                 West
## 5012                     N             871        2005                 West
## 5013                     N            4120        1968              Midwest
## 5014                     N            2665        1997                 West
## 5015                     N             983        1991              Midwest
## 5016                     N            1961        2001              Midwest
## 5017                     Y            2464        2004            Northeast
## 5018                     Y             334        1999                South
## 5019                     N            3085        2009            Northeast
## 5020                     N            2852        2004                South
## 5021                     N            1526        2004            Northeast
## 5022                     N             275        2002              Midwest
## 5023                     N             371        1928                South
## 5024                     Y            1220        1851                 West
## 5025                     N            1348        1971                 West
## 5026                     N            3882        1998                South
## 5027                     N            4296        2008                South
## 5028                     N            2157        2012                 West
## 5029                     N            2533        1974                 West
## 5030                     N             588        1986                 West
## 5031                     N            3731        2004            Northeast
## 5032                     N             256        1954            Northeast
## 5033                     N            3469        1999                 West
## 5034                     Y            1476        2003                South
## 5035                     N            3975        1985            Northeast
## 5036                     Y            1608        1909                 West
## 5037                     N            2536        1993                 West
## 5038                     N            2960        1995              Midwest
## 5039                     N             330        2010            Northeast
## 5040                     N            4525        2000            Northeast
## 5041                     N            1917        1998            Northeast
## 5042                     Y            1452        1922                 West
## 5043                     N            1300        1982                 West
## 5044                     N              99        1977                South
## 5045                     N             851        2002              Midwest
## 5046                     N            5620        2006            Northeast
## 5047                     N             882        2012            Northeast
## 5048                     N            3983        1997            Northeast
## 5049                     N            4310        1822                South
## 5050                     N             610        2011            Northeast
## 5051                     N            3512        1941            Northeast
## 5052                     N            1632        2008              Midwest
## 5053                     N            2429        2010                 West
## 5054                     N            1448        2014                South
## 5055                     N             520        1912              Midwest
## 5056                     N            3073        1866                South
## 5057                     Y            2209        2000                 West
## 5058                     N            1577        1868              Midwest
## 5059                     N            1333        1999                 West
## 5060                     N            2286        2007            Northeast
## 5061                     Y            2166        1994                South
## 5062                     N             613        2005              Midwest
## 5063                     N            5685        1854              Midwest
## 5064                     N            2347        1994            Northeast
## 5065                     N            6509        2002                South
## 5066                     N            1982        2008            Northeast
## 5067                     N            3263        1987                 West
## 5068                     N            1910        2007            Northeast
## 5069                     N             274        2004                 West
## 5070                     N             878        2007              Midwest
## 5071                     N            2346        1984              Midwest
## 5072                     N            2931        1961                 West
## 5073                     N            1270        2006                South
## 5074                     N             491        2011                 West
## 5075                     N             226        2003                South
## 5076                     N             452        1843              Midwest
## 5077                     N            5998        1972                South
## 5078                     Y            4386        2008                 West
## 5079                     N            1260        2007                 West
## 5080                     N            2567        2004            Northeast
## 5081                     N             120        1960                South
## 5082                     N            3955        1985                 West
## 5083                     Y            1865        1865            Northeast
## 5084                     N            2707        1993              Midwest
## 5085                     Y           15082        1994                 West
## 5086                     N            5202        2009                South
## 5087                     N             499        1998            Northeast
## 5088                     N            3692        1999                 West
## 5089                     N            3169        1995              Midwest
## 5090                     N            2171        2003            Northeast
## 5091                     N            2722        1995            Northeast
## 5092                     N            1319        2004                South
## 5093                     N            3702        1997                South
## 5094                     N            7991        1933            Northeast
## 5095                     Y            2219        1885                South
## 5096                     N            1983        1985                 West
## 5097                     N            1785        1997                 West
## 5098                     N            2495        1950            Northeast
## 5099                     N            3062        2004                South
## 5100                     N            3731        2002              Midwest
## 5101                     Y            1899        1986                 West
## 5102                     N            1755        1968                South
## 5103                     N             936        1847            Northeast
## 5104                     N            1152        1987                 West
## 5105                     N             929        2005                South
## 5106                     N            2036        1965            Northeast
## 5107                     N            2951        1960                South
## 5108                     N            4389        2000            Northeast
## 5109                     N            4774        1998            Northeast
## 5110                     N             541        2006                South
## 5111                     N             960        2000                 West
## 5112                     N            3993        1981                South
## 5113                     N            1000        2008                South
## 5114                     N            1174        1996                 West
## 5115                     N          206389        1971                South
## 5116                     N            4853        1993            Northeast
## 5117                     N            2030        2007              Midwest
## 5118                     N            2765        1962            Northeast
## 5119                     N            2221        2000              Midwest
## 5120                     N             546        1994                South
## 5121                     N            2162        1982                South
## 5122                     N            5344        2006                 West
## 5123                     N             156        2013                 West
## 5124                     N            2869        1991                 West
## 5125                     Y             607        2010                South
## 5126                     N            4116        2003                South
## 5127                     N            5505        2009                South
## 5128                     N            2561        1977                South
## 5129                     N            1858        1868              Midwest
## 5130                     N            2499        2008              Midwest
## 5131                     N            2576        1977            Northeast
## 5132                     Y           29369        1940            Northeast
## 5133                     N            3383        2005            Northeast
## 5134                     N            1090        1998                South
## 5135                     N            5715        1872            Northeast
## 5136                     N            5419        2006                 West
## 5137                     N            2527        2003            Northeast
## 5138                     N            1274        2006            Northeast
## 5139                     N            7739        2004                South
## 5140                     N             782        2002                South
## 5141                     N            3835        2015                 West
## 5142                     N             259        1981              Midwest
## 5143                     N            1374        2002                South
## 5144                     N            4813        1984                 West
## 5145                     Y            1577        2003                 West
## 5146                     N            2328        1920                 West
## 5147                     N            5102        1981                South
## 5148                     N            3333        2006                South
## 5149                     Y             149        1906            Northeast
## 5150                     N            1122        2007              Midwest
## 5151                     N            1060        1917                 West
## 5152                     N            1082        2010                 West
## 5153                     N            1034        2000            Northeast
## 5154                     N            5758        2007                South
## 5155                     N            5584        1817            Northeast
## 5156                     N             284        2001                 West
## 5157                     Y             889        1980                South
## 5158                     N            3974        1838            Northeast
## 5159                     N           16704        1997            Northeast
## 5160                     Y             847        1915            Northeast
## 5161                     N             151        1997                South
## 5162                     Y             625        1985                South
## 5163                     N             500        2016            Northeast
## 5164                     N             756        2004                 West
## 5165                     N           23703        1993                 West
## 5166                     N           55730        2007                South
## 5167                     N            3188        1838            Northeast
## 5168                     N             843        1975            Northeast
## 5169                     N            2678        1998            Northeast
## 5170                     N            1630        1984            Northeast
## 5171                     N            4538        2008              Midwest
## 5172                     N             565        1893                 West
## 5173                     N            3778        2010            Northeast
## 5174                     N            3328        2004                 West
## 5175                     Y             359        2014            Northeast
## 5176                     N            1434        1977            Northeast
## 5177                     N             486        1987            Northeast
## 5178                     N            3520        1993            Northeast
## 5179                     N             645        1987                 West
## 5180                     N            3725        1878                 West
## 5181                     N            1599        1996                South
## 5182                     N            5566        2000                South
## 5183                     N            4713        1887            Northeast
## 5184                     N            3798        1987            Northeast
## 5185                     N             125        2004                South
## 5186                     N            2116        1848              Midwest
## 5187                     N            3412        1976                South
## 5188                     N            2397        2008            Northeast
## 5189                     Y           26692        1979                 West
## 5190                     N            1036        1976                 West
## 5191                     N            2068        1899              Midwest
## 5192                     Y            1519        2012            Northeast
## 5193                     N            1774        1976              Midwest
## 5194                     N             103        1995            Northeast
## 5195                     N            2981        2000            Northeast
## 5196                     N            1220        2005              Midwest
## 5197                     N            3357        1992            Northeast
## 5198                     N            1092        2014                 West
## 5199                     N            4322        2010                South
## 5200                     N            1747        1998              Midwest
## 5201                     N            2566        1993                South
## 5202                     N            1235        2012                 West
## 5203                     N            2561        1968            Northeast
## 5204                     N            1042        1979                 West
## 5205                     N            3363        1997            Northeast
## 5206                     N            3536        2006                South
## 5207                     N            1426        2000               Island
## 5208                     N             186        1983                South
## 5209                     N            5011        2010                 West
## 5210                     N           24399        2009            Northeast
## 5211                     N            2096        2005              Midwest
## 5212                     N            3291        2008                South
## 5213                     N            2808        1858                South
## 5214                     N             291        1997                 West
## 5215                     N            2220        1968                 West
## 5216                     N              46        2011                South
## 5217                     Y            4871        2000            Northeast
## 5218                     N            1443        1991            Northeast
## 5219                     N            1441        2007              Midwest
## 5220                     N            1751        1963              Midwest
## 5221                     N            2651        1999              Midwest
## 5222                     Y            5192        1983                 West
## 5223                     N           29938        1974                 West
## 5224                     N             383        2003                 West
## 5225                     N           25108        1976            Northeast
## 5226                     N             959        2010              Midwest
## 5227                     Y             173        2006              Midwest
## 5228                     N            2978        1984            Northeast
## 5229                     N            1370        1981                 West
## 5230                     Y            4473        1983            Northeast
## 5231                     Y            1031        1998            Northeast
## 5232                     Y            1157        1954                South
## 5233                     N            4899        2013                South
## 5234                     N            4606        2010                 West
## 5235                     N            2178        2013                South
## 5236                     N            4928        2006            Northeast
## 5237                     N            1457        1969                 West
## 5238                     Y           50270        2011                South
## 5239                     Y            2065        1977                South
## 5240                     N           61191        2015                 West
## 5241                     N            2216        1901            Northeast
## 5242                     N            1904        1998                South
## 5243                     Y            7359        2010                South
## 5244                     N            3346        2007            Northeast
## 5245                     N            2076        2000            Northeast
## 5246                     N            1331        1963            Northeast
## 5247                     N            1358        1981              Midwest
## 5248                     N            3564        1996              Midwest
## 5249                     N            3940        2001            Northeast
## 5250                     N            3129        1979              Midwest
## 5251                     N            2917        2001              Midwest
## 5252                     N            1074        2010            Northeast
## 5253                     N            1563        2008            Northeast
## 5254                     N             922        1992                South
## 5255                     N             257        2015            Northeast
## 5256                     N            2270        2004                 West
## 5257                     N            1782        2004            Northeast
## 5258                     N            1209        2005            Northeast
## 5259                     Y           23833        1977                South
## 5260                     Y            2759        2000                 West
## 5261                     N            1237        2010            Northeast
## 5262                     N            1144        2008            Northeast
## 5263                     N            3266        2006              Midwest
## 5264                     N            3688        1996                South
## 5265                     N            1987        2000                 West
## 5266                     N            1028        1817            Northeast
## 5267                     N             596        2003                 West
## 5268                     N            4672        2006                South
## 5269                     N            2649        1997                 West
## 5270                     N             688        1960                South
## 5271                     N             964        2000                South
## 5272                     N             173        2001            Northeast
## 5273                     Y             245        2006                South
## 5274                     N             635        2001            Northeast
## 5275                     N             261        2007                South
## 5276                     N            4138        1997              Midwest
## 5277                     N            5223        1972                 West
## 5278                     N              95        1998                 West
## 5279                     Y            4292        1973                 West
## 5280                     N            3100        2009            Northeast
## 5281                     N            4021        2008                 West
## 5282                     N            3816        2008                South
## 5283                     N            3283        1999                 West
## 5284                     N            4161        2005                 West
## 5285                     N            3958        1982            Northeast
## 5286                     N            3425        1977                 West
## 5287                     N            2957        1981                 West
## 5288                     N             209        1849              Midwest
## 5289                     Y            1765        1892                South
## 5290                     N            2806        2004                South
## 5291                     N            1540        1914              Midwest
## 5292                     N            3346        1998                 West
## 5293                     N            5774        1968            Northeast
## 5294                     N           14858        2011            Northeast
## 5295                     N            2461        1996                South
## 5296                     N              48        2000                 West
## 5297                     N             925        2013              Midwest
## 5298                     N            1561        1981               Island
## 5299                     N            3278        1997                 West
## 5300                     N             325        2000            Northeast
## 5301                     N            4712        2004                 West
## 5302                     N          100790        1818                South
## 5303                     N             500        1855                 West
## 5304                     N            4318        1940                South
## 5305                     N            3044        1817                South
## 5306                     N             551        1819            Northeast
## 5307                     N            4432        1946            Northeast
## 5308                     Y           11391        2000                 West
## 5309                     N            4475        1985            Northeast
## 5310                     N            2794        1975            Northeast
## 5311                     N            4243        1852            Northeast
## 5312                     Y            1255        2008            Northeast
## 5313                     N             290        2013                 West
## 5314                     N            2598        1885            Northeast
## 5315                     N            2265        2011                 West
## 5316                     N            2621        1999                 West
## 5317                     N             258        1998                South
## 5318                     N            3347        1983            Northeast
## 5319                     Y            1293        2013                South
## 5320                     N           78853        1838                 West
## 5321                     N            2998        1987              Midwest
## 5322                     N            1538        2002              Midwest
## 5323                     N             515        2005              Midwest
## 5324                     N            1926        2006                South
## 5325                     Y             715        2001                South
## 5326                     N             794        2006              Midwest
## 5327                     N            3813        1998                 West
## 5328                     N             202        2004            Northeast
## 5329                     Y            3053        2005                South
## 5330                     N           95849        1919                 West
## 5331                     Y            1070        2006                 West
## 5332                     N             195        1882                 West
## 5333                     N            3837        1997                 West
## 5334                     N             494        2010                 West
## 5335                     N             869        2010            Northeast
## 5336                     N             192        1903            Northeast
## 5337                     N           22840        1993                South
## 5338                     N            2507        1996            Northeast
## 5339                     N            1450        1888                 West
## 5340                     N            3116        1987                 West
## 5341                     N            5584        1925              Midwest
## 5342                     N             995        1969                 West
## 5343                     N            3565        1998                 West
## 5344                     N             135        2012                 West
## 5345                     N            3665        1985            Northeast
## 5346                     Y             136        1951            Northeast
## 5347                     N              44        1993            Northeast
## 5348                     N            4507        2011            Northeast
## 5349                     Y            3351        1997                South
## 5350                     N            2816        1928            Northeast
## 5351                     N            1026        2003                 West
## 5352                     N            4759        2006              Midwest
## 5353                     N            4063        2007                 West
## 5354                     N            1195        2005            Northeast
## 5355                     N              32        1855              Midwest
## 5356                     N            2620        2005              Midwest
## 5357                     N            3119        2013            Northeast
## 5358                     N            5598        1996                 West
## 5359                     N            5073        1997            Northeast
## 5360                     N             567        2001                South
## 5361                     N            2616        1985            Northeast
## 5362                     N             953        2000                 West
## 5363                     N            2690        2001                South
## 5364                     N            4274        2011                 West
## 5365                     N            2182        2014                South
## 5366                     Y           85264        1978            Northeast
## 5367                     N            5054        1970            Northeast
## 5368                     N            1293        1999                South
## 5369                     N            3449        1989                South
## 5370                     N             363        1998                 West
## 5371                     N            3017        2010            Northeast
## 5372                     N            1905        1892                 West
## 5373                     N            4642        2005                South
## 5374                     N            3857        1954                 West
## 5375                     N            2108        1984            Northeast
## 5376                     N            1031        2009               Island
## 5377                     N            1782        1852                 West
## 5378                     N             141        1994                South
## 5379                     N           13047        1990            Northeast
## 5380                     N           15159        1977                South
## 5381                     N            2202        2001              Midwest
## 5382                     N            1752        1920            Northeast
## 5383                     N            2354        1999                South
## 5384                     N            3469        1998            Northeast
## 5385                     N            4405        1993            Northeast
## 5386                     N            1283        2011            Northeast
## 5387                     N            3196        1893            Northeast
## 5388                     Y             591        2002                 West
## 5389                     N            2122        1947              Midwest
## 5390                     N            1722        2000            Northeast
## 5391                     N            1915        2013                 West
## 5392                     N            1991        1976            Northeast
## 5393                     N            5114        2000                 West
## 5394                     N            4044        2005            Northeast
## 5395                     N             918        2007              Midwest
## 5396                     N            3964        2000                South
## 5397                     Y            3013        1877            Northeast
## 5398                     N            3545        1861                South
## 5399                     Y             103        1855                 West
## 5400                     N            2254        2007              Midwest
## 5401                     N              56        1997                 West
## 5402                     Y            2027        1974                 West
## 5403                     N            4463        2001              Midwest
## 5404                     N            4731        1987                South
## 5405                     Y            1774        1850                South
## 5406                     N            1231        2000                South
## 5407                     N            1571        1851                South
## 5408                     N            3365        1961                South
## 5409                     N            1341        1980                South
## 5410                     N             940        1982              Midwest
## 5411                     N            2716        2005                 West
## 5412                     N          129601        1960              Midwest
## 5413                     N            3365        2004            Northeast
## 5414                     N            1297        2001              Midwest
## 5415                     N             321        1985            Northeast
## 5416                     N            2704        2014               Island
## 5417                     N            3200        1998            Northeast
## 5418                     N            4256        2004                 West
## 5419                     Y            2418        1818            Northeast
## 5420                     N            2664        1989                South
## 5421                     N            2096        1965                South
## 5422                     N            4269        1910            Northeast
## 5423                     N             555        1920              Midwest
## 5424                     N            2215        2000                 West
## 5425                     N             831        1967            Northeast
## 5426                     N            4353        1998                South
## 5427                     N            1817        2005                 West
## 5428                     N             880        1940              Midwest
## 5429                     N             377        2004              Midwest
## 5430                     N            1048        1999                South
## 5431                     N            5710        1850            Northeast
## 5432                     N            4512        1975                 West
## 5433                     N            2460        2009            Northeast
## 5434                     N            3331        2014            Northeast
## 5435                     N            1989        1902            Northeast
## 5436                     N            2875        1978                South
## 5437                     N            3832        2001                South
## 5438                     N            2373        2005              Midwest
## 5439                     N           11843        2013                South
## 5440                     N            1336        2005              Midwest
## 5441                     N             150        2004            Northeast
## 5442                     N            5144        2005              Midwest
## 5443                     N            6499        1993            Northeast
## 5444                     N             869        1986            Northeast
## 5445                     N            4493        1801            Northeast
## 5446                     N            4947        2005              Midwest
## 5447                     N            2500        1971            Northeast
## 5448                     N             595        1994            Northeast
## 5449                     N             396        2004                 West
## 5450                     Y            1261        1998                South
## 5451                     N            1913        2008                South
## 5452                     N            2004        1970            Northeast
## 5453                     N            4030        1928            Northeast
## 5454                     N            4310        1990                 West
## 5455                     N             212        1977                 West
## 5456                     Y            2038        2007            Northeast
## 5457                     N            4412        2004                South
## 5458                     Y             526        2007            Northeast
## 5459                     N            3355        1999            Northeast
## 5460                     N            1159        1995                South
## 5461                     N            2163        2014                 West
## 5462                     N             280        1996                 West
## 5463                     Y            3415        1991                South
## 5464                     N            2085        1984            Northeast
## 5465                     N            2798        2001                South
## 5466                     N            2192        1960                South
## 5467                     N             198        1979                 West
## 5468                     N             525        2008                 West
## 5469                     N             191        2000            Northeast
## 5470                     Y            2198        1997                South
## 5471                     N            3426        1998                South
## 5472                     N            4025        1986                South
## 5473                     N            4233        1994                South
## 5474                     N            2215        2004                South
## 5475                     Y            2712        1985                 West
## 5476                     N            1353        2011            Northeast
## 5477                     N            1987        2009            Northeast
## 5478                     Y           34346        2000                South
## 5479                     N             633        2003              Midwest
## 5480                     N             283        2002              Midwest
## 5481                     N            1751        1946            Northeast
## 5482                     N            2864        1964            Northeast
## 5483                     N            5088        1993                 West
## 5484                     N            4556        2008            Northeast
## 5485                     N            3405        2011                South
## 5486                     N            1450        1838                South
## 5487                     N            1512        1867            Northeast
## 5488                     N             350        1999                 West
## 5489                     N             245        1969                South
## 5490                     N            1325        2008                South
## 5491                     N           43102        1939                South
## 5492                     N            9402        1972            Northeast
## 5493                     N            4206        2006                South
## 5494                     N            3208        2004                South
## 5495                     Y            1434        1810              Midwest
## 5496                     N            2338        2008                South
## 5497                     N            1715        1998                 West
## 5498                     N            2169        1993            Northeast
## 5499                     N            2022        1889            Northeast
## 5500                     N             977        2002              Midwest
## 5501                     N           36957        1977            Northeast
## 5502                     N            1058        2007              Midwest
## 5503                     N            1147        1981                South
## 5504                     Y            2765        2011                 West
## 5505                     N            5991        2003              Midwest
## 5506                     N            2644        1998              Midwest
## 5507                     N            3124        2002            Northeast
## 5508                     Y           11995        2000                 West
## 5509                     N            1509        1948                 West
## 5510                     N            2932        2004            Northeast
## 5511                     Y            1073        2005                South
## 5512                     N             597        1993                South
## 5513                     N             818        1997                South
## 5514                     N            1871        2007            Northeast
## 5515                     Y             868        1995                South
## 5516                     N            3034        2012                 West
## 5517                     N            1268        1999                 West
## 5518                     N            1008        2012                 West
## 5519                     N           20146        2003              Midwest
## 5520                     N            2006        1998                South
## 5521                     N            7285        1992                South
## 5522                     Y            4025        2007                 West
## 5523                     Y             431        1915                South
## 5524                     N            3612        1994                 West
## 5525                     N            4374        1969                South
## 5526                     N            4432        1956                South
## 5527                     N            4268        1994                 West
## 5528                     N             343        1984                 West
## 5529                     N            4345        1992            Northeast
## 5530                     N            2638        1932            Northeast
## 5531                     N            2084        2005                 West
## 5532                     N            1393        2007              Midwest
## 5533                     N            3599        1994            Northeast
## 5534                     N             146        1998                South
## 5535                     N            2428        2003                South
## 5536                     N            1674        2009              Midwest
## 5537                     N             900        2000            Northeast
## 5538                     N            2279        1994              Midwest
## 5539                     N            5734        1986                South
## 5540                     N            5331        2005              Midwest
## 5541                     N            3179        2012            Northeast
## 5542                     N            2162        2007                 West
## 5543                     N             834        1974            Northeast
## 5544                     N              63        1979              Midwest
## 5545                     N           10413        2004                South
## 5546                     N            2512        1968              Midwest
## 5547                     N           15087        2008            Northeast
## 5548                     N            5644        2003                 West
## 5549                     N            3176        2012            Northeast
## 5550                     Y            1704        2005                 West
## 5551                     N             546        1993                South
## 5552                     N            4116        2004                 West
## 5553                     N             901        2007            Northeast
## 5554                     N            1427        1996                South
## 5555                     N            1832        1999                 West
## 5556                     N            1939        1981                South
## 5557                     N            2941        1918                South
## 5558                     N            5010        1996               Island
## 5559                     N            2062        2007            Northeast
## 5560                     N            4147        1887            Northeast
## 5561                     N            4651        2012                South
## 5562                     N            6015        1977                 West
## 5563                     N            3214        1986            Northeast
## 5564                     N            1596        2003                 West
## 5565                     N            6016        1944                 West
## 5566                     Y            1318        2001                South
## 5567                     N             200        1989                South
## 5568                     N            3767        2007                 West
## 5569                     Y            4383        2013                 West
## 5570                     N            2430        2005                South
## 5571                     N            2029        1934            Northeast
## 5572                     Y             838        1953            Northeast
## 5573                     N            1721        1998            Northeast
## 5574                     N            3297        1990              Midwest
## 5575                     N            3766        1968                South
## 5576                     N            1368        1963            Northeast
## 5577                     N             114        1998                South
## 5578                     N             187        1885            Northeast
## 5579                     N          120442        2001            Northeast
## 5580                     N            5523        2004                 West
## 5581                     N             645        2001                South
## 5582                     N            2399        1892            Northeast
## 5583                     N            7880        2012                South
## 5584                     N            1765        1871                 West
## 5585                     Y            1424        2007                 West
## 5586                     N            4090        2002                 West
## 5587                     Y             433        2014              Midwest
## 5588                     N            1437        2006                South
## 5589                     N             464        1869            Northeast
## 5590                     N            3115        2006                South
## 5591                     N            2378        2000                South
## 5592                     N            1111        1998                 West
## 5593                     N            4274        1969              Midwest
## 5594                     N            2585        1986                South
## 5595                     N             900        1986                South
## 5596                     N            1515        1999                South
## 5597                     N            1333        2003            Northeast
## 5598                     N             160        1976                 West
## 5599                     N            2169        2006                South
## 5600                     N            4752        1992            Northeast
## 5601                     N            2711        1999                South
## 5602                     N             448        1989              Midwest
## 5603                     Y            3062        2014                South
## 5604                     N             675        1985                 West
## 5605                     N             339        2004                South
## 5606                     N            2258        1998            Northeast
## 5607                     N            1953        1975            Northeast
## 5608                     N            4296        2008                South
## 5609                     N            4216        1978            Northeast
## 5610                     N            4244        2002                 West
## 5611                     N          127234        2003            Northeast
## 5612                     N            1553        1981                 West
## 5613                     N            1386        2002                South
## 5614                     N            2640        1994              Midwest
## 5615                     N            4341        1968            Northeast
## 5616                     N            1026        2006                South
## 5617                     N            2994        1993                 West
## 5618                     N            2423        1991                South
## 5619                     N            1868        2005              Midwest
## 5620                     N            1326        2005                 West
## 5621                     N            1904        1994                South
## 5622                     N            1022        1998                 West
## 5623                     N            2007        1989              Midwest
## 5624                     N            1015        2009            Northeast
## 5625                     N             494        1996                 West
## 5626                     N             727        2000                 West
## 5627                     N             453        2007            Northeast
## 5628                     N            5056        1963                 West
## 5629                     Y            2803        2007                South
## 5630                     N            5678        1998                 West
## 5631                     N            2707        2006                South
## 5632                     N            5065        1876                 West
## 5633                     N            5965        2008            Northeast
## 5634                     N            1018        2005                 West
## 5635                     N            3689        2004                 West
## 5636                     N            1709        2004            Northeast
## 5637                     N             267        1997            Northeast
## 5638                     N            1440        1916              Midwest
## 5639                     N             753        1989              Midwest
## 5640                     N            2601        1933                 West
## 5641                     N            2615        2011                South
## 5642                     N           22546        1996              Midwest
## 5643                     N            2715        1986            Northeast
## 5644                     N            1374        1981            Northeast
## 5645                     N            1247        1998            Northeast
## 5646                     N            2774        2011                 West
## 5647                     N             203        1986                 West
## 5648                     N             854        2013            Northeast
## 5649                     N            1884        1994                 West
## 5650                     N            4937        2004                 West
## 5651                     N             430        1997                 West
## 5652                     Y            3810        1995                South
## 5653                     N            1859        2007                South
## 5654                     N             728        2003            Northeast
## 5655                     Y            1356        2005                South
## 5656                     N            5508        1867                 West
## 5657                     N            2932        2005                 West
## 5658                     Y             992        2000                 West
## 5659                     N            2071        2012            Northeast
## 5660                     N            4150        1855              Midwest
## 5661                     N            2537        2010                 West
## 5662                     N          106342        2002                South
## 5663                     N            1351        1995                South
## 5664                     N            3612        2001              Midwest
## 5665                     N             860        1998                 West
## 5666                     N            3182        1940            Northeast
## 5667                     N            4742        1911                 West
## 5668                     N            2004        2007              Midwest
## 5669                     N            2779        2007                 West
## 5670                     N            1475        2009              Midwest
## 5671                     N             729        1969              Midwest
## 5672                     N            6213        2013                 West
## 5673                     N            1356        2007                 West
## 5674                     N            4979        1998                South
## 5675                     N            1885        2005                 West
## 5676                     Y            4135        1997                 West
## 5677                     N             688        2007                South
## 5678                     N            1847        2007                South
## 5679                     N            4705        1874              Midwest
## 5680                     N            5443        1999            Northeast
## 5681                     N            2094        2010            Northeast
## 5682                     N             783        1996              Midwest
## 5683                     Y             958        1912                 West
## 5684                     Y            4359        1975                South
## 5685                     N            3135        1960                South
## 5686                     N            1474        2004                 West
## 5687                     N            1311        2002                 West
## 5688                     N            2458        1967            Northeast
## 5689                     N            1020        2002                 West
## 5690                     N            2080        1947                 West
## 5691                     N             320        2007                South
## 5692                     N            1587        1999              Midwest
## 5693                     N            3035        1997                 West
## 5694                     Y             554        1963                South
## 5695                     N             771        2006            Northeast
## 5696                     N            5160        1996                South
## 5697                     N            4101        2010            Northeast
## 5698                     N             147        1981            Northeast
## 5699                     N            2317        2011                 West
## 5700                     N            4016        2003              Midwest
## 5701                     N              15        2003            Northeast
## 5702                     N            2703        2006              Midwest
## 5703                     Y             466        1981              Midwest
## 5704                     N            1382        2006            Northeast
## 5705                     N            3191        2011            Northeast
## 5706                     N            2537        1966                 West
## 5707                     N            1336        1902              Midwest
## 5708                     N            5291        1996            Northeast
## 5709                     N            2439        1998            Northeast
## 5710                     N            3155        2009                 West
## 5711                     N            8804        1920                South
## 5712                     N             504        1908                South
## 5713                     N             952        1984                 West
## 5714                     Y            2752        1994                 West
## 5715                     N            4490        1997               Island
## 5716                     N             661        1883                 West
## 5717                     Y            2689        2010                 West
## 5718                     Y            3343        1911                 West
## 5719                     N            1918        2005              Midwest
## 5720                     N             421        1998            Northeast
## 5721                     Y             310        1985            Northeast
## 5722                     N           15125        1981                 West
## 5723                     N            2968        1921                 West
## 5724                     N            2300        2012                 West
## 5725                     N            2251        2008              Midwest
## 5726                     N            1615        2004            Northeast
## 5727                     N            2029        2009            Northeast
## 5728                     N            5624        1996            Northeast
## 5729                     N              97        2012                South
## 5730                     N            2114        1984              Midwest
## 5731                     N             399        2006              Midwest
## 5732                     N            2416        2002                South
## 5733                     N            1903        2004            Northeast
## 5734                     N             481        2002            Northeast
## 5735                     N            3486        2003                 West
## 5736                     N            3687        2008              Midwest
## 5737                     N             802        1997            Northeast
## 5738                     N             197        1954                South
## 5739                     N             665        1988              Midwest
## 5740                     N            3219        1968            Northeast
## 5741                     N             564        1963              Midwest
## 5742                     N            2064        1998              Midwest
## 5743                     N            3771        1920              Midwest
## 5744                     Y            8355        1999                 West
## 5745                     Y            2904        1984            Northeast
## 5746                     N            3783        2014                South
## 5747                     N            1962        2007                 West
## 5748                     Y            2688        1989            Northeast
## 5749                     N            1285        1995                 West
## 5750                     Y            1975        1991                 West
## 5751                     N            3067        2002                South
## 5752                     N            3488        1994                 West
## 5753                     Y            1768        1932                 West
## 5754                     N            1909        2000                 West
## 5755                     N            2066        1999                South
## 5756                     N            2900        1838            Northeast
## 5757                     N            1708        2013                South
## 5758                     N            2682        1996              Midwest
## 5759                     N            3310        2001              Midwest
## 5760                     N            1245        1998                South
## 5761                     N            4776        1864            Northeast
## 5762                     N            1898        1957                 West
## 5763                     N            3814        1916            Northeast
## 5764                     N            3982        1990                South
## 5765                     N            1400        1996                South
## 5766                     N            4029        1859              Midwest
## 5767                     Y            2202        2010                South
## 5768                     N            2601        2004            Northeast
## 5769                     N            1055        1947              Midwest
## 5770                     N            5137        1963                 West
## 5771                     N            2624        2013            Northeast
## 5772                     Y            2911        2005            Northeast
## 5773                     N            4213        1996                South
## 5774                     N            3574        2000            Northeast
## 5775                     N             459        1926                South
## 5776                     N            2781        2003            Northeast
## 5777                     N            4768        2006            Northeast
## 5778                     N             843        2003                 West
## 5779                     N             500        1996            Northeast
## 5780                     Y            1189        2013                 West
## 5781                     N            2703        1994            Northeast
## 5782                     N            2582        2007                South
## 5783                     Y             443        2011                 West
## 5784                     N            1612        1989            Northeast
## 5785                     N            2990        1925            Northeast
## 5786                     Y            2614        2007                South
## 5787                     N            2376        1831                South
## 5788                     N            3456        2008                South
## 5789                     N             188        2009                South
## 5790                     N            1070        1999              Midwest
## 5791                     N           14756        2002                 West
## 5792                     N             288        2007              Midwest
## 5793                     N            1487        1969                South
## 5794                     N            2206        2001                South
## 5795                     N            4729        1983            Northeast
## 5796                     N            4918        2003                 West
## 5797                     N            2109        1974                South
## 5798                     N            2328        2006                 West
## 5799                     N            4785        2007                South
## 5800                     N             453        1841            Northeast
## 5801                     N            1824        1978            Northeast
## 5802                     N            4333        1972                 West
## 5803                     N             742        2013                South
## 5804                     N            2260        2008            Northeast
## 5805                     N            5592        1887                 West
## 5806                     N            3302        2013              Midwest
## 5807                     N             142        1980                 West
## 5808                     N            2300        2005                 West
## 5809                     N            1876        2002            Northeast
## 5810                     N             978        1990              Midwest
## 5811                     N            5956        1984                South
## 5812                     N             160        2006              Midwest
## 5813                     N            1157        1945                 West
## 5814                     N            3223        1979                 West
## 5815                     N            2814        1947                 West
## 5816                     N            1067        2013                 West
## 5817                     N             240        1980              Midwest
## 5818                     N             518        2005                 West
## 5819                     N            2800        2006              Midwest
## 5820                     N             655        2007                South
## 5821                     N            2501        1960              Midwest
## 5822                     N            2005        1947                 West
## 5823                     N            2957        1998                 West
## 5824                     N            2851        1987                South
## 5825                     N             506        1998              Midwest
## 5826                     N            1213        2001              Midwest
## 5827                     N            2921        1990                 West
## 5828                     N            1452        1936                South
## 5829                     N             877        2012            Northeast
## 5830                     N             211        1868                South
## 5831                     N          116429        1951                South
## 5832                     Y            1050        1966                South
## 5833                     N             766        1997            Northeast
## 5834                     N            2804        1839                 West
## 5835                     N            1245        1971                South
## 5836                     N            4139        1875                South
## 5837                     N            2590        1961              Midwest
## 5838                     N              27        1887                South
## 5839                     N          115953        2006            Northeast
## 5840                     N             162        1998                 West
## 5841                     N            1570        1964                South
## 5842                     N            1247        2001                 West
## 5843                     N             439        1997            Northeast
## 5844                     N            1163        2011              Midwest
## 5845                     N            2562        1998            Northeast
## 5846                     N            2721        1951            Northeast
## 5847                     N            2108        2007            Northeast
## 5848                     N            1387        2003                South
## 5849                     N            1191        1948                 West
## 5850                     Y             804        2013                 West
## 5851                     N             634        2010                 West
## 5852                     N            1018        1911            Northeast
## 5853                     N            3703        1951                South
## 5854                     N            1109        2003                South
## 5855                     N           17589        1984                 West
## 5856                     N             570        1920            Northeast
## 5857                     N            3631        1965                South
## 5858                     N            1160        2005            Northeast
## 5859                     N            1368        1988                 West
## 5860                     N            1277        1997                South
## 5861                     N            2557        1999                South
## 5862                     Y             691        2000                South
## 5863                     N            5186        1985              Midwest
## 5864                     N             600        2010              Midwest
## 5865                     N            2428        1997            Northeast
## 5866                     N             900        2005              Midwest
## 5867                     N            4691        1950                South
## 5868                     N           22126        2011            Northeast
## 5869                     N            4784        2009              Midwest
## 5870                     N            1729        2003                South
## 5871                     N            4110        1994                South
## 5872                     N             483        1999              Midwest
## 5873                     Y            1365        2007                 West
## 5874                     N            1923        2010            Northeast
## 5875                     N            2850        1993               Island
## 5876                     N             996        1998              Midwest
## 5877                     N            2983        2009              Midwest
## 5878                     N            2124        2008            Northeast
## 5879                     N            1143        1988            Northeast
## 5880                     N            3154        1986              Midwest
## 5881                     N            3432        1965            Northeast
## 5882                     N             726        2002                South
## 5883                     N            1908        1985            Northeast
## 5884                     N            3073        2000                 West
## 5885                     N            4790        1984            Northeast
## 5886                     N             422        1833              Midwest
## 5887                     Y            2421        2009                South
## 5888                     Y            4679        2010                 West
## 5889                     N            1241        1988            Northeast
## 5890                     N            1097        1997            Northeast
## 5891                     N            1718        1990                South
## 5892                     N           32250        1990                South
## 5893                     N            3180        1885                South
## 5894                     N            2851        1903                 West
## 5895                     N           24801        1889                South
## 5896                     N            3740        1856            Northeast
## 5897                     N            3832        1996            Northeast
## 5898                     N             477        2009                 West
## 5899                     N            5334        1998                 West
## 5900                     N             566        1994                South
## 5901                     N            4554        1999            Northeast
## 5902                     N            2964        1855            Northeast
## 5903                     N             343        1852                 West
## 5904                     N             739        1995            Northeast
## 5905                     N             853        1958            Northeast
## 5906                     N             605        1985              Midwest
## 5907                     N            2356        1978                 West
## 5908                     N            5449        2007                 West
## 5909                     N            2828        2003            Northeast
## 5910                     Y           15818        2005                 West
## 5911                     N            1533        1996                South
## 5912                     N            1096        1869                South
## 5913                     N            3903        1898              Midwest
## 5914                     N            3891        1997            Northeast
## 5915                     N            1275        1999            Northeast
## 5916                     N            6422        2001                South
## 5917                     N            1652        2007            Northeast
## 5918                     N             674        1989              Midwest
## 5919                     N            1793        2004            Northeast
## 5920                     N            4445        1933                South
## 5921                     Y              31        1980                South
## 5922                     N            3412        2007            Northeast
## 5923                     N            2040        1990                 West
## 5924                     Y            2147        2010                 West
## 5925                     N            2291        1978                South
## 5926                     N            1122        2004                 West
## 5927                     N            3391        1985                 West
## 5928                     N            2199        2006            Northeast
## 5929                     N             954        1993                South
## 5930                     Y            3361        2005                South
## 5931                     N             797        1905              Midwest
## 5932                     N            3646        2007                 West
## 5933                     N            3069        1988            Northeast
## 5934                     N            3488        1994                 West
## 5935                     N             159        1938            Northeast
## 5936                     N            1611        2011                 West
## 5937                     N            2433        2008                South
## 5938                     N             593        1916                 West
## 5939                     N            1379        2007            Northeast
## 5940                     N            1078        1968              Midwest
## 5941                     Y            3328        1978            Northeast
## 5942                     N             785        1989            Northeast
## 5943                     N            4365        1996            Northeast
## 5944                     N            4576        2001            Northeast
## 5945                     N            3486        1838            Northeast
## 5946                     N           74815        1926               Island
## 5947                     N           86063        1898            Northeast
## 5948                     N            4509        1912                 West
## 5949                     N            3176        1994                 West
## 5950                     N             436        1966                 West
## 5951                     N             851        1979            Northeast
## 5952                     Y            1226        1987                South
## 5953                     N            2814        2010                South
## 5954                     N             654        2007                South
## 5955                     N            5394        1971            Northeast
## 5956                     N             358        1967              Midwest
## 5957                     N            1454        1834                South
## 5958                     N            2107        1924            Northeast
## 5959                     N            1772        2004            Northeast
## 5960                     N            2539        1919                 West
## 5961                     Y            3164        2004                 West
## 5962                     N            1545        1998                 West
## 5963                     N            1595        1961              Midwest
## 5964                     N            1826        2011            Northeast
## 5965                     N             119        2003                 West
## 5966                     N             295        2012                South
## 5967                     N           64186        1981                 West
## 5968                     N            1808        2001                South
## 5969                     N             516        2006            Northeast
## 5970                     Y            1356        1981                South
## 5971                     N            4755        1933              Midwest
## 5972                     N            4848        2010                 West
## 5973                     N            1654        1977            Northeast
## 5974                     N            5262        2003                 West
## 5975                     N            2060        2006                 West
## 5976                     N            2584        2010              Midwest
## 5977                     N            5426        1954            Northeast
## 5978                     Y            4949        1949                 West
## 5979                     N            1749        2011                 West
## 5980                     N            2442        1866            Northeast
## 5981                     N            3231        1968               Island
## 5982                     N           23381        1920            Northeast
## 5983                     N             555        1981            Northeast
## 5984                     N            1023        2012              Midwest
## 5985                     N             333        2001                South
## 5986                     N            1110        1986                 West
## 5987                     N            4985        2001                 West
## 5988                     N            2690        2007                 West
## 5989                     N            2275        1984                 West
## 5990                     N            5443        1845                 West
## 5991                     N            4566        2007              Midwest
## 5992                     N           14910        1963                 West
## 5993                     N            3765        2002            Northeast
## 5994                     N            3143        2001            Northeast
## 5995                     N            5406        2014            Northeast
## 5996                     N           70115        2001              Midwest
## 5997                     N            2164        2006                South
## 5998                     Y            3236        2000                 West
## 5999                     N            2927        2008              Midwest
## 6000                     N            1073        2007            Northeast
## 6001                     N             870        1997                South
## 6002                     N            2151        1997            Northeast
## 6003                     N            2795        2003              Midwest
## 6004                     N            3458        2008              Midwest
## 6005                     N            1563        1972            Northeast
## 6006                     N            1100        2006                South
## 6007                     N             845        1898            Northeast
## 6008                     N              50        2001                South
## 6009                     N            3082        1990              Midwest
## 6010                     N            3967        2006                 West
## 6011                     Y            3160        2005                 West
## 6012                     N            2793        1997                 West
## 6013                     N            4412        2006                 West
## 6014                     N            2357        2013                 West
## 6015                     N             778        2009                South
## 6016                     N             962        2013                South
## 6017                     N            1572        2003            Northeast
## 6018                     N            2530        2006                 West
## 6019                     N            5572        1983            Northeast
## 6020                     N             751        1971                South
## 6021                     N             299        1970            Northeast
## 6022                     N            2139        2005                South
## 6023                     N            5482        2002            Northeast
## 6024                     N            2374        2001                South
## 6025                     N            2381        1854                South
## 6026                     Y              61        1949                South
## 6027                     N             442        1981                South
## 6028                     Y            1900        2005            Northeast
## 6029                     N            3647        2002            Northeast
## 6030                     Y             741        1988                South
## 6031                     N            1762        1987              Midwest
## 6032                     N            3810        1988                South
## 6033                     N             651        2008            Northeast
## 6034                     N             716        2005                 West
## 6035                     N            2858        1911                South
## 6036                     N            4406        1999                 West
## 6037                     N            3633        1978            Northeast
## 6038                     N            2260        2001                South
## 6039                     N             503        1998            Northeast
## 6040                     N            1976        2001                South
## 6041                     N            3235        1988            Northeast
## 6042                     N            1494        1998                 West
## 6043                     N            1176        2010            Northeast
## 6044                     N            4383        1978            Northeast
## 6045                     N            2387        1951            Northeast
## 6046                     N             321        2014               Island
## 6047                     N              32        1997                South
## 6048                     N            2650        1847            Northeast
## 6049                     N            1236        2010                South
## 6050                     N            4048        2012                 West
## 6051                     Y             372        2006                South
## 6052                     Y            1127        2011                South
## 6053                     N             991        2012            Northeast
## 6054                     N            1124        1907                 West
## 6055                     N          106940        2007                South
## 6056                     N            2157        1979              Midwest
## 6057                     N            1593        1893              Midwest
## 6058                     Y            1263        2007                South
## 6059                     N            3077        1971                South
## 6060                     N            3949        1884                South
## 6061                     N            4057        1996                South
## 6062                     N            2056        2005                 West
## 6063                     N            2977        1994                South
## 6064                     N             667        1997                South
## 6065                     N            2227        1822            Northeast
## 6066                     N            1080        1995                 West
## 6067                     N             633        1932                 West
## 6068                     N            4104        2007              Midwest
## 6069                     Y            2497        1968                 West
## 6070                     Y            3520        1957                 West
## 6071                     N            3414        2003            Northeast
## 6072                     N            2488        2001            Northeast
## 6073                     N            2796        1996            Northeast
## 6074                     N            4679        1998                 West
## 6075                     N            2123        1968            Northeast
## 6076                     N             232        2007                 West
## 6077                     N             279        2007                South
## 6078                     N            4373        1910            Northeast
## 6079                     N             683        1976                South
## 6080                     N             142        2001            Northeast
## 6081                     N            2082        1820            Northeast
## 6082                     N             266        2013                 West
## 6083                     N              34        1991                 West
## 6084                     N            1604        1800              Midwest
## 6085                     N            1646        2007            Northeast
## 6086                     Y            3792        1989                South
## 6087                     N            1348        1985                South
## 6088                     N            3906        2010                 West
## 6089                     N            3708        1968                South
## 6090                     N            2108        1998              Midwest
## 6091                     N             574        1996            Northeast
## 6092                     N            2973        1995                South
## 6093                     N             562        1991                 West
## 6094                     N             163        1980                South
## 6095                     Y            4566        1963                South
## 6096                     Y             329        2006                South
## 6097                     N            5723        1991                 West
## 6098                     N             560        1969                South
## 6099                     N            3456        2007                South
## 6100                     N            1258        1970                 West
## 6101                     N            1797        1992            Northeast
## 6102                     N            5313        2009                South
## 6103                     N           25923        1993                South
## 6104                     Y            3918        2013                South
## 6105                     Y           11435        1971            Northeast
## 6106                     N            2558        1989                South
## 6107                     N            2298        2008            Northeast
## 6108                     N            3541        2011              Midwest
## 6109                     N            5432        1984            Northeast
## 6110                     Y             229        2010                South
## 6111                     N            2222        2006                South
## 6112                     N            1170        1997                 West
## 6113                     N            8646        1985                South
## 6114                     N            4205        2009                South
## 6115                     N            1268        2012            Northeast
## 6116                     N            3700        1998                 West
## 6117                     N            2849        1998              Midwest
## 6118                     N            1331        2004              Midwest
## 6119                     N            4687        1977                South
## 6120                     N             774        1920              Midwest
## 6121                     N            2858        1992                South
## 6122                     N             953        2007            Northeast
## 6123                     N             250        1998                South
## 6124                     N             429        2002            Northeast
## 6125                     N            2268        1995                South
## 6126                     N            2188        1911            Northeast
## 6127                     N            3413        2007            Northeast
## 6128                     N            5120        2010            Northeast
## 6129                     N            3053        1974              Midwest
## 6130                     N           15586        1867            Northeast
## 6131                     N            3907        1986                South
## 6132                     N            1470        1947            Northeast
## 6133                     N            4931        1949            Northeast
## 6134                     N            2604        1982                South
## 6135                     N            2800        1993              Midwest
## 6136                     N             880        1997            Northeast
## 6137                     N            1978        2002                South
## 6138                     N            3406        2010                South
## 6139                     N            2650        2001            Northeast
## 6140                     N            1829        2012                 West
## 6141                     N            2331        2013              Midwest
## 6142                     N            1439        1999                 West
## 6143                     N            3108        1985                South
## 6144                     N             654        1947              Midwest
## 6145                     N            3415        1920                South
## 6146                     N            2000        1934                South
## 6147                     Y            1455        1972            Northeast
## 6148                     N            3820        2003            Northeast
## 6149                     Y             964        2011                South
## 6150                     Y            1138        1853                 West
## 6151                     Y            1916        2004                 West
## 6152                     Y            2621        2013                South
## 6153                     N             375        2000              Midwest
## 6154                     N            1813        1995              Midwest
## 6155                     N            2295        1996                 West
## 6156                     N            2444        1971                 West
## 6157                     N            3583        2013                 West
## 6158                     N            1326        1987                 West
## 6159                     N            1035        1879            Northeast
## 6160                     Y           98210        1999                 West
## 6161                     N            3805        2007            Northeast
## 6162                     N            3804        2002              Midwest
## 6163                     N          251967        2010              Midwest
## 6164                     Y            2458        1997            Northeast
## 6165                     N            3551        2003                South
## 6166                     N            2017        2010                South
## 6167                     N             233        1936            Northeast
## 6168                     N            3484        1989              Midwest
## 6169                     N            2761        1988            Northeast
## 6170                     N            4574        2007                South
## 6171                     N            3475        1981            Northeast
## 6172                     N            1356        1975            Northeast
## 6173                     N            1015        2006                South
## 6174                     N           11648        1946                 West
## 6175                     N            2380        1852                 West
## 6176                     N             802        1900            Northeast
## 6177                     N           97234        1965            Northeast
## 6178                     N             776        2006                 West
## 6179                     N             481        1987                South
## 6180                     N            7261        1998                 West
## 6181                     N             784        1973            Northeast
## 6182                     N             309        2006                South
## 6183                     N            1528        1890            Northeast
## 6184                     N            1647        2010                 West
## 6185                     N             680        1848              Midwest
## 6186                     Y            3782        1999            Northeast
## 6187                     N            2386        2008            Northeast
## 6188                     N            4433        1989                 West
## 6189                     N            3164        1994            Northeast
## 6190                     N            3193        2012                South
## 6191                     Y             365        1975                South
## 6192                     Y            3724        1977              Midwest
## 6193                     N            2345        2009                 West
## 6194                     N             138        1989            Northeast
## 6195                     N            4930        1852                South
## 6196                     N            3806        1999                 West
## 6197                     N            1391        1959                 West
## 6198                     N             365        1988            Northeast
## 6199                     N            2336        2001                South
## 6200                     N            1370        2001                South
## 6201                     N          120097        1912              Midwest
## 6202                     N            1615        1999                South
## 6203                     N            2509        1928            Northeast
## 6204                     N             772        1874                 West
## 6205                     N            1361        2004                South
## 6206                     N            4137        1869                 West
## 6207                     N            1025        2000            Northeast
## 6208                     N            2021        1932              Midwest
## 6209                     N             482        2005            Northeast
## 6210                     N            2304        2007                South
## 6211                     N            1474        1996                 West
## 6212                     N             552        1985              Midwest
## 6213                     N            1596        2005                South
## 6214                     N            2079        1969              Midwest
## 6215                     Y            1860        2006              Midwest
## 6216                     N            3971        2007            Northeast
## 6217                     Y            1635        1838            Northeast
## 6218                     N            3279        1992              Midwest
## 6219                     N            3973        2004                South
## 6220                     N             525        1975            Northeast
## 6221                     N            4398        1864            Northeast
## 6222                     N           29560        1968            Northeast
## 6223                     N             488        1999              Midwest
## 6224                     N           50240        1985            Northeast
## 6225                     N            4829        2005                South
## 6226                     N            1711        1994                South
## 6227                     N            2423        1996            Northeast
## 6228                     N             926        1997              Midwest
## 6229                     N             552        1995              Midwest
## 6230                     Y           16748        1980                 West
## 6231                     N            1693        1970                 West
## 6232                     N            2444        2014                South
## 6233                     N            3101        2002              Midwest
## 6234                     N            1585        1993            Northeast
## 6235                     N            1894        1991            Northeast
## 6236                     N            1659        2008              Midwest
## 6237                     N            1598        1902            Northeast
## 6238                     N            3527        1984                South
## 6239                     N            3490        1994                 West
## 6240                     N            2004        2014              Midwest
## 6241                     N             424        1996                South
## 6242                     N            2729        1990                South
## 6243                     N            2294        1984                South
## 6244                     N            2709        2013                 West
## 6245                     N            1008        1963                 West
## 6246                     N            5505        1919                 West
## 6247                     N              91        1975                 West
## 6248                     Y              19        1977                South
## 6249                     N            2205        1977            Northeast
## 6250                     N            2116        1875                 West
## 6251                     N             137        1985                South
## 6252                     N             668        1909            Northeast
## 6253                     N            1076        2009                 West
## 6254                     N            1318        1998              Midwest
## 6255                     N            2696        2002                 West
## 6256                     N            2893        1994                 West
## 6257                     N            2251        1907            Northeast
## 6258                     Y            3462        1999                 West
## 6259                     N            1407        2011              Midwest
## 6260                     N             859        1890                 West
## 6261                     N            2655        1986            Northeast
## 6262                     N            1558        1977                 West
## 6263                     N            1391        2007              Midwest
## 6264                     N             461        1968                South
## 6265                     Y            1177        1877              Midwest
## 6266                     N            1212        2000                South
## 6267                     N           27195        1995              Midwest
## 6268                     N            4517        2010                 West
## 6269                     Y            1444        2010                South
## 6270                     N           28871        2000                South
## 6271                     N            3159        2006              Midwest
## 6272                     Y            1281        2010            Northeast
## 6273                     N            2409        1999                South
## 6274                     N            4778        2002                South
## 6275                     N            2088        2012            Northeast
## 6276                     N             282        2014            Northeast
## 6277                     Y            1086        2009            Northeast
## 6278                     N            4478        1997            Northeast
## 6279                     N             224        2012                South
## 6280                     N            2093        2009                South
## 6281                     N             740        1993              Midwest
## 6282                     N            1965        1800                 West
## 6283                     N            3445        2009            Northeast
## 6284                     N            2323        1917              Midwest
## 6285                     N            3863        1997                South
## 6286                     N            1558        1973                South
## 6287                     N            1219        2003                 West
## 6288                     N           16378        1954                 West
## 6289                     N            1207        1980                 West
## 6290                     N           32057        1985                 West
## 6291                     N             775        1979                South
## 6292                     N             628        2004            Northeast
## 6293                     N            2530        2000                South
## 6294                     Y            1595        1979                South
## 6295                     N             993        2013                South
## 6296                     N             932        1981            Northeast
## 6297                     N            4970        2006                 West
## 6298                     N            4234        2007                 West
## 6299                     N            2271        2003                 West
## 6300                     N            1652        1982                South
## 6301                     N             884        1987              Midwest
## 6302                     N              60        1977                South
## 6303                     N           37413        2009                 West
## 6304                     N            4064        2014              Midwest
## 6305                     N             670        1911                 West
## 6306                     Y             571        1946            Northeast
## 6307                     N            4481        1997                 West
## 6308                     Y            1872        1865                South
## 6309                     Y           15205        2000                 West
## 6310                     N            2320        1988                South
## 6311                     Y            1371        1999                 West
## 6312                     N            5939        1999            Northeast
## 6313                     N            1463        1964                South
## 6314                     N             755        2004                 West
## 6315                     N            4228        2012            Northeast
## 6316                     Y            2197        2012                 West
## 6317                     N            5106        2001                South
## 6318                     N            3156        2005                 West
## 6319                     N              86        1884                 West
## 6320                     N            3115        2010                South
## 6321                     N            4370        2009              Midwest
## 6322                     N            2096        1908            Northeast
## 6323                     N             698        2002               Island
## 6324                     N            1030        1987                South
## 6325                     N           15190        1940                South
## 6326                     N            4448        2008            Northeast
## 6327                     N            1429        1995                South
## 6328                     Y              88        1983                South
## 6329                     N            1794        1913                 West
## 6330                     N            3933        2001            Northeast
## 6331                     N             414        2000                 West
## 6332                     N             992        1971              Midwest
## 6333                     N            1529        1988              Midwest
## 6334                     N           23197        1987                 West
## 6335                     N            4375        2006                 West
## 6336                     N             206        1965                South
## 6337                     N            1801        1866                 West
## 6338                     N            3493        2008            Northeast
## 6339                     N            2448        2009            Northeast
## 6340                     Y             379        2005                South
## 6341                     N             229        2005            Northeast
## 6342                     N            1869        1990                 West
## 6343                     N            2315        2010                 West
## 6344                     N            2588        2008            Northeast
## 6345                     N            2780        1999            Northeast
## 6346                     N            3237        1817                South
## 6347                     N             848        2006                South
## 6348                     N            2965        2011                 West
## 6349                     N            4264        2011              Midwest
## 6350                     N             951        2006                South
## 6351                     Y             241        2012                 West
## 6352                     Y            2407        2005                South
## 6353                     N           99863        1992            Northeast
## 6354                     Y              95        2011                 West
## 6355                     N            1471        2006              Midwest
## 6356                     N             715        2011                South
## 6357                     Y              62        2010                South
## 6358                     N             547        1928              Midwest
## 6359                     N            3178        1999            Northeast
## 6360                     N             163        1998                 West
## 6361                     N            1282        2008                 West
## 6362                     N            1903        1976            Northeast
## 6363                     N            1535        1809            Northeast
## 6364                     N             875        1995                 West
## 6365                     N             239        2004              Midwest
## 6366                     N            4107        2007                 West
## 6367                     N            2649        1963            Northeast
## 6368                     N            1368        1909                South
## 6369                     N            1303        2004              Midwest
## 6370                     Y             946        1979                 West
## 6371                     N            2322        2011                 West
## 6372                     N            6466        1876                South
## 6373                     N            1269        1892            Northeast
## 6374                     N            3095        1994            Northeast
## 6375                     N            1095        2010                 West
## 6376                     N            3379        2004            Northeast
## 6377                     N            3646        1998                South
## 6378                     N            1564        1957                 West
## 6379                     N            3469        1970                South
## 6380                     N              74        1976                 West
## 6381                     N            3903        1988                South
## 6382                     Y            2698        1998                 West
## 6383                     N            2717        1998                 West
## 6384                     N            4761        1898              Midwest
## 6385                     N            4547        2011                South
## 6386                     Y             636        2011                South
## 6387                     N            4516        1995            Northeast
## 6388                     N            1104        1960                 West
## 6389                     N            3995        1968               Island
## 6390                     N            3995        2002            Northeast
## 6391                     N             134        1989                 West
## 6392                     N            1999        2009                South
## 6393                     N            2972        1892            Northeast
## 6394                     N            1571        2001                South
## 6395                     N           67550        1971              Midwest
## 6396                     N            3831        1976            Northeast
## 6397                     N            1794        1999            Northeast
## 6398                     N            2143        1889              Midwest
## 6399                     N            3120        2001                 West
## 6400                     N           14789        2008              Midwest
## 6401                     N             133        1809               Island
## 6402                     N            3491        1856            Northeast
## 6403                     N            3448        2002            Northeast
## 6404                     N            2006        2004                South
## 6405                     N             352        1957              Midwest
## 6406                     N            1229        1994                 West
## 6407                     N            1636        1991                South
## 6408                     N            4135        2009            Northeast
## 6409                     N            2644        1990                South
## 6410                     N            2149        1992                 West
## 6411                     N            4242        1991                South
## 6412                     N            4872        1989                 West
## 6413                     N            1589        1972            Northeast
## 6414                     N            1127        2001              Midwest
## 6415                     N            4492        1994              Midwest
## 6416                     N             768        1872            Northeast
## 6417                     N           14010        1994              Midwest
## 6418                     N            1221        2008                South
## 6419                     N            2175        1986                South
## 6420                     N             685        1883                 West
## 6421                     N           16733        2007              Midwest
## 6422                     Y             686        1981            Northeast
## 6423                     N            1917        2008            Northeast
## 6424                     Y            1777        2000                South
## 6425                     N             599        2013            Northeast
## 6426                     N            1555        2014            Northeast
## 6427                     N            3083        2013                 West
## 6428                     N            1589        2014              Midwest
## 6429                     N             919        1998            Northeast
## 6430                     N             175        2008                South
## 6431                     N            3291        1998                South
## 6432                     N             281        1995                 West
## 6433                     N            4029        1911                 West
## 6434                     Y            3611        2011                South
## 6435                     N            3241        2012                 West
## 6436                     N             902        2012            Northeast
## 6437                     N            4392        1991                 West
## 6438                     Y            5082        1977                South
## 6439                     N             815        2011                South
## 6440                     N             -14        2013                South
## 6441                     N            3969        2004              Midwest
## 6442                     N            1317        2007              Midwest
## 6443                     N            2983        2003                 West
## 6444                     N            2726        1969                 West
## 6445                     N            4312        2006                 West
## 6446                     N            3676        1915                South
## 6447                     N            3248        1818                South
## 6448                     N            1189        1996               Island
## 6449                     N            2998        1922            Northeast
## 6450                     Y            1522        1979            Northeast
## 6451                     N            2383        2011              Midwest
## 6452                     N            3635        1990                 West
## 6453                     N            1157        2000                South
## 6454                     N            1646        2001                South
## 6455                     Y            1697        1980            Northeast
## 6456                     N              49        1992                South
## 6457                     N            3368        1994            Northeast
## 6458                     N           52028        1871            Northeast
## 6459                     N            5141        2002                South
## 6460                     Y            1596        2011                 West
## 6461                     N            1508        2001                South
## 6462                     N            1537        2005            Northeast
## 6463                     N            1040        1968            Northeast
## 6464                     N            2806        1975              Midwest
## 6465                     N            3461        2005                South
## 6466                     N            4805        1996                 West
## 6467                     N             324        1902            Northeast
## 6468                     N             738        1932                South
## 6469                     N            1103        2007            Northeast
## 6470                     N            3645        1998                 West
## 6471                     N            2496        1991            Northeast
## 6472                     N            3453        1971              Midwest
## 6473                     N            2394        1960                South
## 6474                     N            2022        1999            Northeast
## 6475                     N            4251        2011            Northeast
## 6476                     Y            1602        1940            Northeast
## 6477                     N             294        1995                 West
## 6478                     Y            1957        1986            Northeast
## 6479                     N             727        1999                 West
## 6480                     N             987        2010              Midwest
## 6481                     N            6475        1998                 West
## 6482                     N            3715        1956                South
## 6483                     N            2559        2001               Island
## 6484                     N            4771        1999            Northeast
## 6485                     N            3481        1979                South
## 6486                     N            2418        1942              Midwest
## 6487                     N            5877        2004            Northeast
## 6488                     N            1885        1986            Northeast
## 6489                     N             248        1994            Northeast
## 6490                     N            2725        2008            Northeast
## 6491                     N            3044        2001                South
## 6492                     Y            1773        1916            Northeast
## 6493                     N           19660        2005            Northeast
## 6494                     N            2871        2009                South
## 6495                     N            1257        1976            Northeast
## 6496                     N            2930        2003            Northeast
## 6497                     N            4333        1981              Midwest
## 6498                     N             128        2000                South
## 6499                     Y             910        2002                 West
## 6500                     N            3447        2005                South
## 6501                     N            4921        1987            Northeast
## 6502                     Y             198        1986                South
## 6503                     N            4072        2001                South
## 6504                     N            2398        1908              Midwest
## 6505                     N             148        2008            Northeast
## 6506                     N            4013        1952            Northeast
## 6507                     N            2300        1997              Midwest
## 6508                     N            6661        2003            Northeast
## 6509                     Y            1364        2002                 West
## 6510                     N             968        2009                 West
## 6511                     N             922        1987              Midwest
## 6512                     N             239        2001            Northeast
## 6513                     N            1263        1994                 West
## 6514                     N            6107        1979                South
## 6515                     N            8577        1977                 West
## 6516                     N            2666        2007                South
## 6517                     N            4347        1994            Northeast
## 6518                     N            6188        2006              Midwest
## 6519                     N            3145        1831                 West
## 6520                     N            4314        2011            Northeast
## 6521                     Y           68236        1998                 West
## 6522                     N            3986        1905              Midwest
## 6523                     N             225        2011                South
## 6524                     N            3671        1998                South
## 6525                     N            1074        1997            Northeast
## 6526                     N            4426        2006                South
## 6527                     N          355726        2001              Midwest
## 6528                     N            1461        1997            Northeast
## 6529                     N            1250        1998            Northeast
## 6530                     N            2071        1991                South
## 6531                     N            4581        1998            Northeast
## 6532                     N            5534        2006            Northeast
## 6533                     Y            4554        2008                 West
## 6534                     N            2816        2001                South
## 6535                     N            1059        2011              Midwest
## 6536                     N            2559        2013                 West
## 6537                     Y            1233        2011                South
## 6538                     N             766        1977                South
## 6539                     Y            1221        1948                 West
## 6540                     N            3011        2003                South
## 6541                     N            5033        2004              Midwest
## 6542                     N            4625        1917              Midwest
## 6543                     N            3616        1901                 West
## 6544                     N            1274        2001              Midwest
## 6545                     N            1752        2004            Northeast
## 6546                     N             792        1974              Midwest
## 6547                     N              63        1976            Northeast
## 6548                     Y             538        2000            Northeast
## 6549                     N              23        2010                South
## 6550                     Y            2436        2014                South
## 6551                     N             872        2001              Midwest
## 6552                     N            1704        2009              Midwest
## 6553                     Y             346        1994                South
## 6554                     N            1048        1978                South
## 6555                     Y            2858        1864                South
## 6556                     N            3008        1984            Northeast
## 6557                     N            4755        2007                 West
## 6558                     N             925        2013                South
## 6559                     N             491        1919                 West
## 6560                     N            1621        1975              Midwest
## 6561                     N            9054        1998              Midwest
## 6562                     N            3030        1975                South
## 6563                     N            1383        2004              Midwest
## 6564                     N            4065        2002                South
## 6565                     N            2514        2013                 West
## 6566                     N             117        1996                 West
## 6567                     N            4758        1817            Northeast
## 6568                     Y             600        1938              Midwest
## 6569                     N            1580        2004                 West
## 6570                     N             724        2001            Northeast
## 6571                     N            3642        2007                 West
## 6572                     N            2567        1911                 West
## 6573                     N            3020        2005            Northeast
## 6574                     N            1258        2005                 West
## 6575                     N            2145        2006                 West
## 6576                     N            1265        1998                South
## 6577                     N            1238        2006                 West
## 6578                     N             325        2004            Northeast
## 6579                     N            2220        2012            Northeast
## 6580                     Y              43        1997                 West
## 6581                     Y             530        1997                 West
## 6582                     N            1425        2004                South
## 6583                     N            2501        2015                 West
## 6584                     N            4081        2009            Northeast
## 6585                     N            1361        2001            Northeast
## 6586                     N            5172        1999            Northeast
## 6587                     N            2885        1900                South
## 6588                     N            1534        1998                South
## 6589                     N            1377        1970                South
## 6590                     N             517        2005            Northeast
## 6591                     Y             780        1944            Northeast
## 6592                     N            2891        2009                South
## 6593                     N            5374        2000            Northeast
## 6594                     N            2869        1997              Midwest
## 6595                     N            3623        1984            Northeast
## 6596                     N            2675        1966            Northeast
## 6597                     N            4649        2004            Northeast
## 6598                     Y            1458        2000            Northeast
## 6599                     N             185        1979                South
## 6600                     N            2385        1982            Northeast
## 6601                     N             443        2000                South
## 6602                     N            3672        1946            Northeast
## 6603                     N            3788        1984                 West
## 6604                     N            4417        1998                South
## 6605                     N             183        1993                South
## 6606                     N             156        1992                South
## 6607                     N            2312        2001              Midwest
## 6608                     N             491        1998                 West
## 6609                     N            2265        1998                 West
## 6610                     N            3945        1994            Northeast
## 6611                     Y            1498        1843            Northeast
## 6612                     Y             749        1985              Midwest
## 6613                     Y            3704        1950              Midwest
## 6614                     N            1731        2014            Northeast
## 6615                     N            1304        1990                 West
## 6616                     N          256392        1983                South
## 6617                     Y            3884        2009              Midwest
## 6618                     N            4686        1946                South
## 6619                     N             862        1995            Northeast
## 6620                     Y            4434        2007              Midwest
## 6621                     N            5226        2012            Northeast
## 6622                     N            2131        1984              Midwest
## 6623                     N            2306        2007                 West
## 6624                     N            1009        1838                 West
## 6625                     N            2547        1999            Northeast
## 6626                     N            3348        1804                South
## 6627                     N            1340        1997                South
## 6628                     N            1618        1989                South
## 6629                     N            2514        1979            Northeast
## 6630                     N             683        2010                 West
## 6631                     N             845        1947                South
## 6632                     N            4706        2002                 West
## 6633                     N            5100        1977               Island
## 6634                     N             837        1857               Island
## 6635                     N             -26        1923                 West
## 6636                     N            2069        2001              Midwest
## 6637                     Y            1190        1801                South
## 6638                     N            3283        1999                South
## 6639                     N            1319        1845            Northeast
## 6640                     N            2738        1994            Northeast
## 6641                     N            1418        1998            Northeast
## 6642                     N            1434        1979            Northeast
## 6643                     N            3157        2008                 West
## 6644                     N            4236        2013                South
## 6645                     N             421        1996              Midwest
## 6646                     Y             501        1993            Northeast
## 6647                     N            2205        2006              Midwest
## 6648                     Y            3590        1904                 West
## 6649                     N            3778        1969                South
## 6650                     N            4696        1979                South
## 6651                     N            1307        2007                South
## 6652                     Y            2704        2005                South
## 6653                     N            2624        2013            Northeast
## 6654                     N             125        1998              Midwest
## 6655                     N            5400        2000            Northeast
## 6656                     N            3911        1995                 West
## 6657                     N             466        1998                South
## 6658                     Y            6122        1947                 West
## 6659                     N             940        2005              Midwest
## 6660                     N            1915        2009            Northeast
## 6661                     N            5398        2004                South
## 6662                     N            4818        1984            Northeast
## 6663                     Y            3275        2006                 West
## 6664                     N            4365        1998               Island
## 6665                     N            4196        1934                 West
## 6666                     N             107        1994              Midwest
## 6667                     N            4089        2009                 West
## 6668                     N            2692        1992                South
## 6669                     N            3929        2005                 West
## 6670                     Y            4994        1998              Midwest
## 6671                     N            4020        1993                 West
## 6672                     N           11088        1993            Northeast
## 6673                     N            2026        2013              Midwest
## 6674                     Y            4558        2005                South
## 6675                     N            1458        1996                South
## 6676                     N            1198        1977                South
## 6677                     N            4494        1998                 West
## 6678                     N             499        1838            Northeast
## 6679                     N             921        2003              Midwest
## 6680                     N            3806        1996            Northeast
## 6681                     N             342        1998            Northeast
## 6682                     N            2094        1996              Midwest
## 6683                     N            3348        1999              Midwest
## 6684                     N            4334        1997            Northeast
## 6685                     Y            4329        1999            Northeast
## 6686                     N            4119        1946            Northeast
## 6687                     N            4634        1996              Midwest
## 6688                     N             796        2005                 West
## 6689                     N            1730        2010                 West
## 6690                     N            1420        2008                 West
## 6691                     N            1021        1881                South
## 6692                     N            2076        2007              Midwest
## 6693                     N             710        1994            Northeast
## 6694                     N              99        1895              Midwest
## 6695                     N            1039        1998                 West
## 6696                     N            4996        1978                South
## 6697                     N           33187        1984                 West
## 6698                     N             104        2011              Midwest
## 6699                     N            3272        2012                 West
## 6700                     Y            1548        1948                South
## 6701                     N            4827        1985                 West
## 6702                     N              21        2006              Midwest
## 6703                     N            1588        1950                South
## 6704                     N            2453        1985            Northeast
## 6705                     N            2391        2001              Midwest
## 6706                     N            5401        2002            Northeast
## 6707                     N            4378        1992                 West
## 6708                     N             639        2003            Northeast
## 6709                     N            4687        1997            Northeast
## 6710                     N            3352        1979                South
## 6711                     Y            1297        2005                South
## 6712                     N            2065        1994                South
## 6713                     N           24139        2008              Midwest
## 6714                     Y             712        2003                South
## 6715                     N             518        2002              Midwest
## 6716                     N            5531        2004            Northeast
## 6717                     N            2607        1971                 West
## 6718                     N             328        2005                South
## 6719                     N              32        1968                South
## 6720                     N           28850        2011                South
## 6721                     N            1913        1908              Midwest
## 6722                     N            1968        2009              Midwest
## 6723                     N            3717        1923            Northeast
## 6724                     N             953        1999                 West
## 6725                     N            1636        2003            Northeast
## 6726                     N            3392        2005                South
## 6727                     Y             287        2005                South
## 6728                     N           86764        2000                South
## 6729                     N            3028        2000                South
## 6730                     N            2867        2003              Midwest
## 6731                     N            1491        1990                 West
## 6732                     N            5210        1972              Midwest
## 6733                     N             789        1993            Northeast
## 6734                     N             381        1994              Midwest
## 6735                     N            1463        2010                South
## 6736                     N             831        1977              Midwest
## 6737                     N           17322        1993                 West
## 6738                     N            2639        1974                 West
## 6739                     N            1160        1980                 West
## 6740                     N           21585        1833                 West
## 6741                     N            2341        2011                 West
## 6742                     Y             441        1999              Midwest
## 6743                     N            1691        2008                 West
## 6744                     N            2014        2002                South
## 6745                     N             701        1973            Northeast
## 6746                     Y            3304        2006                 West
## 6747                     N            3135        1977              Midwest
## 6748                     Y            1488        1994                 West
## 6749                     N             422        1987                South
## 6750                     Y           20608        2009                South
## 6751                     N            2541        1850                 West
## 6752                     N             522        2004            Northeast
## 6753                     N            1552        1998                 West
## 6754                     N            1602        1979                South
## 6755                     Y            1664        2004                South
## 6756                     N            2033        2001            Northeast
## 6757                     N              32        2007              Midwest
## 6758                     N             341        1987              Midwest
## 6759                     N              61        2005              Midwest
## 6760                     N           44618        2010                 West
## 6761                     N            2650        2000                South
## 6762                     N            1880        1858            Northeast
## 6763                     N           10337        1999              Midwest
## 6764                     N             398        1903              Midwest
## 6765                     N            1687        2000              Midwest
## 6766                     N            1972        1949                 West
## 6767                     Y            1194        1838              Midwest
## 6768                     N            2778        2002            Northeast
## 6769                     N            2131        2013              Midwest
## 6770                     N            1034        1999                South
## 6771                     N            2675        1977            Northeast
## 6772                     N             557        1889                 West
## 6773                     N             476        1990                 West
## 6774                     N             194        2009                 West
## 6775                     N            1942        1838            Northeast
## 6776                     N             828        1998                South
## 6777                     N           29248        2013            Northeast
## 6778                     N            2169        2001            Northeast
## 6779                     N             746        2011                South
## 6780                     N            1037        2005              Midwest
## 6781                     Y            1914        2008                 West
## 6782                     Y           67276        2006                South
## 6783                     N            3087        2000                South
## 6784                     N            1377        1984            Northeast
## 6785                     N            5879        1911            Northeast
## 6786                     N            2368        1881                 West
## 6787                     N             724        2011              Midwest
## 6788                     N            1630        1980              Midwest
## 6789                     N            2000        1984                 West
## 6790                     N            1142        2013              Midwest
## 6791                     Y             220        1998            Northeast
## 6792                     Y            2036        1997                 West
## 6793                     N           13686        1997              Midwest
## 6794                     N            2921        1979              Midwest
## 6795                     N             454        2003                 West
## 6796                     N            4271        2006            Northeast
## 6797                     N            2046        1980                South
## 6798                     N             724        1998            Northeast
## 6799                     N            2009        1969            Northeast
## 6800                     N             926        1878                South
## 6801                     Y            2443        1999                 West
## 6802                     Y              20        1961              Midwest
## 6803                     N            2111        1988                 West
## 6804                     N            3030        1972            Northeast
## 6805                     N            4629        1934                South
## 6806                     N            4876        2006                 West
## 6807                     N            1128        2007            Northeast
## 6808                     N            2936        2006              Midwest
## 6809                     N             827        2009                 West
## 6810                     Y            3665        1991                South
## 6811                     N             751        1931                 West
## 6812                     N            3670        2004                South
## 6813                     N            2627        1978              Midwest
## 6814                     N             291        1839                South
## 6815                     N            2144        1862                 West
## 6816                     Y            1441        1971                South
## 6817                     Y             772        1995              Midwest
## 6818                     N            3312        1972            Northeast
## 6819                     N            1655        1979              Midwest
## 6820                     N            2277        1956                South
## 6821                     Y            2102        2010            Northeast
## 6822                     N            2452        1984                 West
## 6823                     N            4059        1991                 West
## 6824                     N            2273        1987                South
## 6825                     N            1715        2005                 West
## 6826                     N             404        1985            Northeast
## 6827                     N             514        1978                 West
## 6828                     N          129897        1963            Northeast
## 6829                     N            3402        1929            Northeast
## 6830                     N            2576        2011                 West
## 6831                     N             781        2012                 West
## 6832                     N            2767        2008                South
## 6833                     N            1666        1869            Northeast
## 6834                     N            1706        1977                 West
## 6835                     Y            2639        1987                 West
## 6836                     N            3231        2004                 West
## 6837                     N             754        1990                South
## 6838                     N            4504        1997            Northeast
## 6839                     N            3384        2001                South
## 6840                     N             361        2000            Northeast
## 6841                     N            4261        1985              Midwest
## 6842                     Y            1770        2012                 West
## 6843                     N            4402        1853                South
## 6844                     N            2953        1987                 West
## 6845                     N             461        1997                South
## 6846                     N            1983        1968                South
## 6847                     N            1224        1965            Northeast
## 6848                     N            1458        2005                 West
## 6849                     N            1948        1934            Northeast
## 6850                     N            1216        1997            Northeast
## 6851                     N            1442        1817              Midwest
## 6852                     N            2599        2003            Northeast
## 6853                     N            3539        1984                South
## 6854                     N            1527        2013                South
## 6855                     N            2357        1994               Island
## 6856                     N            1135        2008            Northeast
## 6857                     N          366691        2010                 West
## 6858                     N            4065        1988            Northeast
## 6859                     N            1112        1804                 West
## 6860                     N            1932        2008                South
## 6861                     N            1773        2005                South
## 6862                     N           14083        1994            Northeast
## 6863                     N            4719        1995                 West
## 6864                     N            2902        2013              Midwest
## 6865                     N            1738        2007              Midwest
## 6866                     N            2674        1988              Midwest
## 6867                     Y            4376        2000                South
## 6868                     N            2085        1920                South
## 6869                     N             833        1950              Midwest
## 6870                     N             606        1947            Northeast
## 6871                     Y            3287        1924                 West
## 6872                     Y            2670        1982            Northeast
## 6873                     Y            1258        1909                South
## 6874                     Y          105737        2000                South
## 6875                     N            2034        1904                 West
## 6876                     Y            1447        1967                 West
## 6877                     N            1428        1997            Northeast
## 6878                     N            1104        1993              Midwest
## 6879                     N             153        2000                South
## 6880                     N            3291        2001                South
## 6881                     N             417        1996                South
## 6882                     N             465        1985                 West
## 6883                     N            2534        1976                 West
## 6884                     N            4839        1986                 West
## 6885                     Y            1797        2000                South
## 6886                     N            2510        1988                South
## 6887                     N            2614        2006            Northeast
## 6888                     N            1476        1901            Northeast
## 6889                     N            4963        1998                South
## 6890                     N            3243        1962                South
## 6891                     Y           28350        1989                South
## 6892                     N             578        2003                South
## 6893                     N            6798        2013                South
## 6894                     N            2390        2013                 West
## 6895                     N             505        2001            Northeast
## 6896                     N             427        2010                South
## 6897                     N             951        1992                South
## 6898                     N            4069        1850                South
## 6899                     Y            3692        1977                 West
## 6900                     Y            5050        1998                 West
## 6901                     N            1910        2004            Northeast
## 6902                     N            1047        2000                 West
## 6903                     Y          139221        1951                 West
## 6904                     N            1691        2010              Midwest
## 6905                     N            2229        1979            Northeast
## 6906                     N             948        2006            Northeast
## 6907                     Y            2052        1996              Midwest
## 6908                     N            2743        1954                South
## 6909                     N            3623        1838            Northeast
## 6910                     N            3080        1931                South
## 6911                     N            3000        1989                 West
## 6912                     N            2617        1984            Northeast
## 6913                     N            2250        1981                South
## 6914                     N            2402        1963              Midwest
## 6915                     N            2213        2001                 West
## 6916                     N            4896        1997                 West
## 6917                     N            1036        1967            Northeast
## 6918                     N            1631        2003            Northeast
## 6919                     N            3807        1985                 West
## 6920                     N            2138        2004                 West
## 6921                     N           29086        1988                 West
## 6922                     N             724        2010                South
## 6923                     N            3517        1995               Island
## 6924                     N            2204        1912                South
## 6925                     Y            2532        2007                 West
## 6926                     Y            1330        2013              Midwest
## 6927                     N            1664        1983              Midwest
## 6928                     Y            2701        2010            Northeast
## 6929                     N            1674        1998                 West
## 6930                     N            3580        1994                 West
## 6931                     N            3146        2011            Northeast
## 6932                     N            2631        2006            Northeast
## 6933                     N            3615        1931            Northeast
## 6934                     N           17692        2010              Midwest
## 6935                     N            2790        2011            Northeast
## 6936                     N            3579        2006            Northeast
## 6937                     N            1494        2010                 West
## 6938                     N            2106        2004              Midwest
## 6939                     N            4313        2004                 West
## 6940                     N             405        2007            Northeast
## 6941                     N            3445        2011               Island
## 6942                     N            1666        2007                South
## 6943                     N            2079        2009            Northeast
## 6944                     N            2129        1869                South
## 6945                     N            2407        1971              Midwest
## 6946                     N           35703        1986                South
## 6947                     Y             862        1885                 West
## 6948                     N            3435        1934                 West
## 6949                     N            1498        2006                 West
## 6950                     N            3177        1999                South
## 6951                     Y            1534        1996                South
## 6952                     N            1055        2004              Midwest
## 6953                     N            1836        1995            Northeast
## 6954                     N            2703        1984            Northeast
## 6955                     N            3015        1873              Midwest
## 6956                     N            5211        2010                South
## 6957                     Y            1038        2003            Northeast
## 6958                     Y             622        1989              Midwest
## 6959                     N             170        1899            Northeast
## 6960                     Y             822        2007                South
## 6961                     N            3224        1991                 West
## 6962                     N             417        1807                South
## 6963                     N             564        1994                 West
## 6964                     N            1773        2006                 West
## 6965                     N             951        1997            Northeast
## 6966                     N             576        2009              Midwest
## 6967                     Y            1827        1993                South
## 6968                     N            5605        1998            Northeast
## 6969                     N            3841        1823                 West
## 6970                     N             358        1958                South
## 6971                     N            3573        1995            Northeast
## 6972                     Y            1178        2007                 West
## 6973                     N            2492        2006                 West
## 6974                     N            4213        1984                 West
## 6975                     N            2319        2010                 West
## 6976                     Y             740        1900              Midwest
## 6977                     N            3437        2007                 West
## 6978                     N            2246        1891                 West
## 6979                     N            1801        2006                South
## 6980                     N           51254        1966            Northeast
## 6981                     N            5450        2008            Northeast
## 6982                     N            1471        1956              Midwest
## 6983                     Y            2498        2003            Northeast
## 6984                     N            2455        2001            Northeast
## 6985                     N             457        2006            Northeast
## 6986                     N             496        2000                 West
## 6987                     N            3535        1838                South
## 6988                     Y              89        1968                South
## 6989                     N           42168        1994              Midwest
## 6990                     N            2076        2005              Midwest
## 6991                     N            1498        2000                 West
## 6992                     N            1336        1966              Midwest
## 6993                     N            3347        2007            Northeast
## 6994                     N             649        2006            Northeast
## 6995                     N            1122        1902                 West
## 6996                     Y             315        2011            Northeast
## 6997                     N            1560        1994                 West
## 6998                     N            2050        1926                South
## 6999                     N            3651        2008              Midwest
## 7000                     N            1198        2005                South
## 7001                     N             109        1969                South
## 7002                     N            1814        1967                South
## 7003                     N            4207        2000                 West
## 7004                     N            4279        2009              Midwest
## 7005                     Y            1257        2005              Midwest
## 7006                     Y            3253        1996                South
## 7007                     N           22417        2001                South
## 7008                     Y            3082        1985            Northeast
## 7009                     N            2390        2011                South
## 7010                     N            4428        2010                 West
## 7011                     N           95250        1912                South
## 7012                     N            3884        2007            Northeast
## 7013                     N            2255        1879            Northeast
## 7014                     N           56385        2005            Northeast
## 7015                     N            1364        2007            Northeast
## 7016                     N            2729        1976                 West
## 7017                     N            6440        1997              Midwest
## 7018                     N            2864        2003            Northeast
## 7019                     N            3887        1994                 West
## 7020                     N             582        1973                South
## 7021                     N            3935        1847            Northeast
## 7022                     N            1913        1886                 West
## 7023                     N            2430        1997                 West
## 7024                     N            3140        1988            Northeast
## 7025                     N             656        1978            Northeast
## 7026                     Y             722        2010                 West
## 7027                     Y            1100        1994                South
## 7028                     N            3533        2007              Midwest
## 7029                     N            1716        2014            Northeast
## 7030                     N            3084        1981                 West
## 7031                     N              96        1996            Northeast
## 7032                     N            1276        2006            Northeast
## 7033                     N             166        2007              Midwest
## 7034                     N            1839        1997            Northeast
## 7035                     N            3787        2013                South
## 7036                     N             946        2001                 West
## 7037                     N            2807        1985                 West
## 7038                     N            1962        2010            Northeast
## 7039                     N            2211        1998            Northeast
## 7040                     N            2731        1993                 West
## 7041                     N            2461        1998            Northeast
## 7042                     N            1187        1993            Northeast
## 7043                     N            2081        1982            Northeast
## 7044                     Y            1590        1975                 West
## 7045                     N            2648        1991            Northeast
## 7046                     Y            2700        2001                South
## 7047                     N            2832        1947                South
## 7048                     N            3446        1999            Northeast
## 7049                     N            4207        2000                 West
## 7050                     N            2466        1993                 West
## 7051                     N            2384        1924                South
## 7052                     N             422        2011                South
## 7053                     N            3937        1877            Northeast
## 7054                     N            3578        1986            Northeast
## 7055                     N            1756        1978               Island
## 7056                     N             433        1818            Northeast
## 7057                     N             459        1998               Island
## 7058                     N            2813        1983            Northeast
## 7059                     N             515        1962                 West
## 7060                     Y            1715        1939                 West
## 7061                     N            2921        1981                South
## 7062                     N            3257        1987                South
## 7063                     N             272        2008            Northeast
## 7064                     N            3325        1934              Midwest
## 7065                     Y            1116        1997                South
## 7066                     N            2219        2000              Midwest
## 7067                     N             412        1981                South
## 7068                     N            1133        2005              Midwest
## 7069                     Y             182        2000                 West
## 7070                     N            1041        1940              Midwest
## 7071                     N            3645        2014                South
## 7072                     N            2131        2003                 West
## 7073                     Y             519        2001                South
## 7074                     N            1238        2013            Northeast
## 7075                     N            3335        2005                South
## 7076                     N           36928        1998                 West
## 7077                     N             379        2007                South
## 7078                     N            2013        2005                 West
## 7079                     N             855        1934                South
## 7080                     Y            1852        1838                 West
## 7081                     N             131        2005            Northeast
## 7082                     N            1024        2007                 West
## 7083                     N             586        2000              Midwest
## 7084                     N            4614        2013                South
## 7085                     N            3064        2006            Northeast
## 7086                     N              60        1998               Island
## 7087                     N            4836        1841                South
## 7088                     N            3157        1984              Midwest
## 7089                     N            2216        1993            Northeast
## 7090                     N             743        2007                 West
## 7091                     N             928        2008              Midwest
## 7092                     Y            2156        2014                South
## 7093                     N             914        1986                 West
## 7094                     N            4516        1998                 West
## 7095                     Y           10399        1991                 West
## 7096                     N             171        2005                 West
## 7097                     N             515        2001                 West
## 7098                     N           20644        1997              Midwest
## 7099                     N             135        1994                 West
## 7100                     N            1783        1991            Northeast
## 7101                     Y             636        2011                South
## 7102                     N             376        2007              Midwest
## 7103                     N            2711        2006                South
## 7104                     N            4761        1986            Northeast
## 7105                     N             639        1934               Island
## 7106                     N            3174        1931                South
## 7107                     N            1049        2008                 West
## 7108                     N            3089        1979            Northeast
## 7109                     N            2434        2007            Northeast
## 7110                     N             647        1953                 West
## 7111                     N             814        2004            Northeast
## 7112                     N             905        2011              Midwest
## 7113                     N           46280        2001               Island
## 7114                     N            1009        1868                South
## 7115                     N            1684        2013                 West
## 7116                     N            2829        1898              Midwest
## 7117                     N            2838        1886            Northeast
## 7118                     N            4862        1949            Northeast
## 7119                     N            1614        2007                 West
## 7120                     N            2030        2010                 West
## 7121                     N             303        1981            Northeast
## 7122                     N             857        2013                South
## 7123                     N            4440        1954                South
## 7124                     N            2348        2012              Midwest
## 7125                     N            4061        1994            Northeast
## 7126                     N             795        1998                 West
## 7127                     N            3421        1919            Northeast
## 7128                     N            1349        2013                South
## 7129                     N             625        1949                South
## 7130                     N            3460        1960                 West
## 7131                     N            4132        2005                South
## 7132                     N            4200        1976                 West
## 7133                     N             324        1998                South
## 7134                     N           65207        2000                South
## 7135                     Y            5215        2011                 West
## 7136                     N            4478        2005              Midwest
## 7137                     Y            1459        1949            Northeast
## 7138                     N           10273        1987              Midwest
## 7139                     N             377        1986                South
## 7140                     N             299        2015                 West
## 7141                     Y            1784        1995            Northeast
## 7142                     N            4574        1874            Northeast
## 7143                     Y            3586        1997                 West
## 7144                     N            1200        1992            Northeast
## 7145                     N             657        1980                South
## 7146                     Y            3531        1998                 West
## 7147                     N            1892        1957                 West
## 7148                     N             958        2006                 West
## 7149                     N            2151        2012            Northeast
## 7150                     N              92        1911                South
## 7151                     N           27484        2008                 West
## 7152                     Y            1255        2007              Midwest
## 7153                     N             254        1977                 West
## 7154                     N            1458        1960                South
## 7155                     N            2541        2008            Northeast
## 7156                     N            1764        1863                 West
## 7157                     N             695        1997                 West
## 7158                     N            3218        2006            Northeast
## 7159                     N           86312        2003                 West
## 7160                     N            2839        1998                 West
## 7161                     Y             818        1998                 West
## 7162                     N             130        2011                 West
## 7163                     N             673        2005                South
## 7164                     N            1909        2004                South
## 7165                     N             647        1953              Midwest
## 7166                     N            4322        2005                 West
## 7167                     N            5253        1985                 West
## 7168                     N            1676        2001                South
## 7169                     N            1350        1914                South
## 7170                     N            1758        2004            Northeast
## 7171                     Y             986        2007                South
## 7172                     N            3511        2010            Northeast
## 7173                     Y            2324        1937               Island
## 7174                     N            4192        1946                 West
## 7175                     N            3662        2007              Midwest
## 7176                     N            1737        1997            Northeast
## 7177                     N            1264        1952                South
## 7178                     N            3614        1947                 West
## 7179                     N            1520        1987                 West
## 7180                     N            5312        1968                South
## 7181                     N            2332        2005                South
## 7182                     N             984        2003            Northeast
## 7183                     N            2813        2003                 West
## 7184                     Y            6159        1988              Midwest
## 7185                     N            1217        1909              Midwest
## 7186                     N             623        1893              Midwest
## 7187                     N            3086        1986            Northeast
## 7188                     N            4148        2010              Midwest
## 7189                     N            2754        1998                South
## 7190                     N            6631        1993                 West
## 7191                     Y            3074        2013                South
## 7192                     N            1439        1979                South
## 7193                     N            1955        2013                 West
## 7194                     N            2327        1999              Midwest
## 7195                     N            4617        2005                 West
## 7196                     N              80        2004            Northeast
## 7197                     N            2253        1988                 West
## 7198                     N            1522        1999              Midwest
## 7199                     N            2813        1875                South
## 7200                     Y             155        1982                 West
## 7201                     N            4455        2011              Midwest
## 7202                     N            3425        1999              Midwest
## 7203                     N            1670        2008            Northeast
## 7204                     N            2226        1995                 West
## 7205                     N            5129        2001            Northeast
## 7206                     N             875        2000                 West
## 7207                     N           15777        1982              Midwest
## 7208                     N            3104        2004              Midwest
## 7209                     N            4120        1991            Northeast
## 7210                     N             368        1995                 West
## 7211                     N            2841        1999                South
## 7212                     N            1032        2006            Northeast
## 7213                     N           15964        2004            Northeast
## 7214                     N            4515        1970                 West
## 7215                     N            2201        1996                South
## 7216                     N            2835        1997                South
## 7217                     N            3268        2002                 West
## 7218                     N             777        1998              Midwest
## 7219                     N            2362        1999              Midwest
## 7220                     N            3830        2003            Northeast
## 7221                     N            1617        1994              Midwest
## 7222                     Y          100771        1838            Northeast
## 7223                     N             820        1989                South
## 7224                     N            1848        1946                South
## 7225                     N             -25        1998              Midwest
## 7226                     N            2832        2013                 West
## 7227                     N            3129        1920              Midwest
## 7228                     N            9614        1873                 West
## 7229                     N           23970        1920               Island
## 7230                     N            1461        1988                 West
## 7231                     N             795        1949            Northeast
## 7232                     N             269        2003              Midwest
## 7233                     N            5015        2005                 West
## 7234                     N            1729        2009              Midwest
## 7235                     N             997        1912                 West
## 7236                     N            1227        2010                 West
## 7237                     N            1935        1995                 West
## 7238                     Y             617        2013                 West
## 7239                     N             261        2008            Northeast
## 7240                     N             161        2006              Midwest
## 7241                     N           31502        1868            Northeast
## 7242                     N            3455        2012              Midwest
## 7243                     N             636        2007                 West
## 7244                     N            4943        1976                South
## 7245                     N            3793        1970                 West
## 7246                     Y            1751        1999              Midwest
## 7247                     N            2961        1985                 West
## 7248                     N            3891        1838                South
## 7249                     N            4851        1980                South
## 7250                     N            1152        1999              Midwest
## 7251                     N            2555        1999            Northeast
## 7252                     N           25094        1911                South
## 7253                     N            2069        2011                South
## 7254                     N            1650        2007                 West
## 7255                     N             167        2006              Midwest
## 7256                     N            1673        2006                 West
## 7257                     N             664        2012            Northeast
## 7258                     N            2425        2010            Northeast
## 7259                     N            3750        1996            Northeast
## 7260                     N             112        1839            Northeast
## 7261                     N             435        1989                South
## 7262                     N            1454        2011            Northeast
## 7263                     N            1168        2001                 West
## 7264                     N            5902        2001                South
## 7265                     N            1289        1941            Northeast
## 7266                     N            3119        2009              Midwest
## 7267                     N            2176        2006                South
## 7268                     N            4548        2011              Midwest
## 7269                     N            1702        2000              Midwest
## 7270                     N            1066        2001            Northeast
## 7271                     N             464        1931                South
## 7272                     N          246398        1880                South
## 7273                     Y            2224        1978                 West
## 7274                     N           30328        2001                South
## 7275                     N             721        2007            Northeast
## 7276                     N          108183        1953                South
## 7277                     N            1058        1894                South
## 7278                     N             897        2002              Midwest
## 7279                     N             275        2008              Midwest
## 7280                     N             215        2013                 West
## 7281                     N            1232        2006              Midwest
## 7282                     N             -14        2000              Midwest
## 7283                     N            2807        1952              Midwest
## 7284                     N            3494        1993            Northeast
## 7285                     N            7994        1993            Northeast
## 7286                     N            5446        2006                South
## 7287                     N            1272        2010                 West
## 7288                     N             348        2009                 West
## 7289                     N            3819        2004            Northeast
## 7290                     N            4371        1838                South
## 7291                     N           20967        2007            Northeast
## 7292                     N            3952        2000                 West
## 7293                     N            2636        1963            Northeast
## 7294                     N            1647        2007                 West
## 7295                     N            4485        1995                South
## 7296                     Y            1829        1962                South
## 7297                     N           60186        1998                 West
## 7298                     N            4954        1990                South
## 7299                     N            5640        1868            Northeast
## 7300                     N            3692        2007                 West
## 7301                     N           62408        2005                South
## 7302                     N            1217        1998                South
## 7303                     N            6138        2010            Northeast
## 7304                     N            2020        1994                 West
## 7305                     N            2789        1999                 West
## 7306                     N            2176        1989                South
## 7307                     N            5626        2013              Midwest
## 7308                     N            4155        1865                 West
## 7309                     N             260        1981              Midwest
## 7310                     N            4271        2007                 West
## 7311                     N             554        1999            Northeast
## 7312                     Y            3066        2001                South
## 7313                     N             432        1913                 West
## 7314                     N            3895        1904                 West
## 7315                     N             387        2009                 West
## 7316                     N            3029        2008              Midwest
## 7317                     N             115        1977                South
## 7318                     N             877        2015               Island
## 7319                     Y             -26        2006                South
## 7320                     N            1965        1996              Midwest
## 7321                     N           20787        2007                South
## 7322                     Y          326338        1875                South
## 7323                     N            2103        2013              Midwest
## 7324                     N            1328        1946                South
## 7325                     N            3572        1989              Midwest
## 7326                     N            3925        1926            Northeast
## 7327                     N            2312        2001            Northeast
## 7328                     N            1343        2000                 West
## 7329                     N             658        1985              Midwest
## 7330                     N             288        2000              Midwest
## 7331                     N            2052        2007                South
## 7332                     N            1922        1998              Midwest
## 7333                     N            2321        2009                 West
## 7334                     N            3396        1987              Midwest
## 7335                     N            2716        1998                South
## 7336                     N            2602        2001                South
## 7337                     N            1658        1977                 West
## 7338                     N            2470        2012              Midwest
## 7339                     N             361        2005            Northeast
## 7340                     N             700        2006            Northeast
## 7341                     N            2701        1980              Midwest
## 7342                     N            3564        2002                 West
## 7343                     N             403        1855              Midwest
## 7344                     N            3456        1992            Northeast
## 7345                     N            4688        1965            Northeast
## 7346                     N            5788        1931                 West
## 7347                     N            2869        1999                South
## 7348                     N              80        1931                South
## 7349                     N            4895        1997                South
## 7350                     N              71        1993            Northeast
## 7351                     N             373        1997                South
## 7352                     Y            1917        1989                South
## 7353                     N            1414        2000              Midwest
## 7354                     N            1841        2001                 West
## 7355                     N            1258        1985                 West
## 7356                     N            5467        2003                 West
## 7357                     N            3519        1952                South
## 7358                     N              28        1998            Northeast
## 7359                     Y            1561        1912                South
## 7360                     N             736        1984                 West
## 7361                     N            2256        1998                 West
## 7362                     N             846        1942              Midwest
## 7363                     Y            3992        2003              Midwest
## 7364                     N             836        2005                 West
## 7365                     N            1106        2008              Midwest
## 7366                     Y            1833        2005                 West
## 7367                     N            1556        1998            Northeast
## 7368                     N           28979        2005              Midwest
## 7369                     N             479        2004                 West
## 7370                     N            3047        1998                South
## 7371                     N             226        1888                South
## 7372                     N            2536        1923              Midwest
## 7373                     N             727        2007            Northeast
## 7374                     N            2673        2005              Midwest
## 7375                     N            2398        1852                South
## 7376                     N            4691        1939            Northeast
## 7377                     N             553        2013            Northeast
## 7378                     N            5905        1982                South
## 7379                     N            1214        1987                South
## 7380                     N            2417        2009            Northeast
## 7381                     N            1739        2006              Midwest
## 7382                     Y            4255        2010                 West
## 7383                     N            3157        1962                 West
## 7384                     N             761        1968            Northeast
## 7385                     N            3293        1998                 West
## 7386                     N            1660        1995                South
## 7387                     N            3847        1995            Northeast
## 7388                     N             601        1993                South
## 7389                     N            4094        2002              Midwest
## 7390                     N            2941        1990                 West
## 7391                     N            2154        1831            Northeast
## 7392                     Y           37855        2000                 West
## 7393                     Y            1821        1974              Midwest
## 7394                     N             718        2011                South
## 7395                     N            2204        2012            Northeast
## 7396                     N            2722        2000              Midwest
## 7397                     N            2157        2013                South
## 7398                     N            1748        1998            Northeast
## 7399                     N             469        1993                South
## 7400                     N           23824        1800            Northeast
## 7401                     Y            1043        1939            Northeast
## 7402                     N            2811        1977              Midwest
## 7403                     N            1732        1999            Northeast
## 7404                     N             986        2004                 West
## 7405                     N            5248        1998                 West
## 7406                     N            3917        1960                 West
## 7407                     N             306        1991            Northeast
## 7408                     N            5629        2004            Northeast
## 7409                     N            2741        1997                South
## 7410                     N            1837        1993                South
## 7411                     N             991        1965                 West
## 7412                     N              27        1991                 West
## 7413                     N            5942        1994            Northeast
## 7414                     N            2565        1982                South
## 7415                     N            1835        2009                 West
## 7416                     N            3068        1990                South
## 7417                     N            1398        1993                South
## 7418                     N            4325        1997                South
## 7419                     N            1060        1987               Island
## 7420                     N            2752        2003            Northeast
## 7421                     N            6551        1995                South
## 7422                     N            2579        1998                South
## 7423                     N            3147        1984              Midwest
## 7424                     N            1129        1999                 West
## 7425                     N            2601        1865                South
## 7426                     Y             577        2005                South
## 7427                     N            4553        2012                South
## 7428                     N          130259        1984              Midwest
## 7429                     N            6060        2010                 West
## 7430                     N           82173        1956                South
## 7431                     Y             284        1855                 West
## 7432                     N            2431        1999            Northeast
## 7433                     N            5978        1886                 West
## 7434                     N            3296        2003            Northeast
## 7435                     N            5628        2012                 West
## 7436                     Y            1486        2004                 West
## 7437                     N            1681        1990                 West
## 7438                     N            2606        1950                 West
## 7439                     N            2234        2008                 West
## 7440                     N             750        1978                South
## 7441                     N            3681        2005                South
## 7442                     N             160        1863                South
## 7443                     N             642        1991            Northeast
## 7444                     N           11555        2001                 West
## 7445                     N            3961        2009                South
## 7446                     N             578        2008                 West
## 7447                     N            3579        2010                South
## 7448                     N            2877        1839                 West
## 7449                     N             171        1985                South
## 7450                     N            1708        1919                South
## 7451                     N            1617        1999                South
## 7452                     N            4796        2011            Northeast
## 7453                     N            3917        1998              Midwest
## 7454                     N            3434        1998                 West
## 7455                     N             902        1909                 West
## 7456                     N            4618        1991                 West
## 7457                     N            2436        2009                 West
## 7458                     N             646        2002                South
## 7459                     Y             632        1882               Island
## 7460                     N          113215        2001                South
## 7461                     N             603        1997              Midwest
## 7462                     N            2723        1999            Northeast
## 7463                     N             993        2003            Northeast
## 7464                     N             885        1999                South
## 7465                     N             538        2000                South
## 7466                     N             266        1998            Northeast
## 7467                     N            1641        1912                South
## 7468                     N            3565        1985                 West
## 7469                     N            1416        1862                South
## 7470                     N             450        1913                South
## 7471                     N            2610        2005            Northeast
## 7472                     N            4681        1928                 West
## 7473                     Y            3724        1877                South
## 7474                     N            2222        1994                 West
## 7475                     N             183        1873               Island
## 7476                     N              74        1951            Northeast
## 7477                     N            4033        2010                South
## 7478                     N            4079        2008            Northeast
## 7479                     N            3466        1988                South
## 7480                     N             137        1968            Northeast
## 7481                     Y            3657        1855                 West
## 7482                     N            1221        1980                South
## 7483                     Y            3304        1925            Northeast
## 7484                     N            6229        1986            Northeast
## 7485                     N          106968        1995              Midwest
## 7486                     N            3451        2011              Midwest
## 7487                     N            2599        1998                South
## 7488                     Y            2398        1946                South
## 7489                     N            4987        1999            Northeast
## 7490                     N            2878        1848                 West
## 7491                     N            2493        2013              Midwest
## 7492                     N              72        1840                South
## 7493                     N             172        2007              Midwest
## 7494                     N            1612        1991                South
## 7495                     N            1342        1991                South
## 7496                     Y            1347        1997                 West
## 7497                     N           30859        1975            Northeast
## 7498                     N            2146        2006            Northeast
## 7499                     N            5147        2000               Island
## 7500                     N            1500        2004                South
## 7501                     N             517        1975              Midwest
## 7502                     N            3517        1875            Northeast
## 7503                     N              68        1920              Midwest
## 7504                     N             465        1971                 West
## 7505                     Y            3655        1999                 West
## 7506                     N             292        2009            Northeast
## 7507                     N            3588        1988                South
## 7508                     N            2417        1986                 West
## 7509                     N            1783        1990                 West
## 7510                     N            5656        1981                South
## 7511                     N            1985        1848            Northeast
## 7512                     N             437        1998                 West
## 7513                     N            1398        2007            Northeast
## 7514                     Y            4500        2005                South
## 7515                     N            3996        1922                South
## 7516                     N            1912        2002              Midwest
## 7517                     N            2728        1998              Midwest
## 7518                     N            1173        2013                 West
## 7519                     N             808        1939              Midwest
## 7520                     Y            1908        1960                South
## 7521                     N             372        2014                 West
## 7522                     N             660        1975              Midwest
## 7523                     N            1561        2011              Midwest
## 7524                     N            1373        2013                South
## 7525                     N             157        2001                 West
## 7526                     Y            2758        2000                 West
## 7527                     Y            2098        1969                South
## 7528                     N            1973        2004              Midwest
## 7529                     N            2278        1995            Northeast
## 7530                     Y             673        1872            Northeast
## 7531                     N            1409        1861                South
## 7532                     Y             927        1974            Northeast
## 7533                     Y            1362        2000                South
## 7534                     Y            1805        1998                 West
## 7535                     N            3543        1994                 West
## 7536                     N            1136        1984                 West
## 7537                     N             126        2011              Midwest
## 7538                     N            3266        1935                South
## 7539                     N            1225        1998            Northeast
## 7540                     N            4644        1961            Northeast
## 7541                     N            1439        1996                 West
## 7542                     N            1835        2009                South
## 7543                     N            1806        2007            Northeast
## 7544                     N            2090        1998                South
## 7545                     N            3846        1992              Midwest
## 7546                     N            5289        1981              Midwest
## 7547                     N            2756        2008            Northeast
## 7548                     N             976        2007                 West
## 7549                     N             559        1856                 West
## 7550                     Y            4490        1970                South
## 7551                     N            3784        2000                South
## 7552                     N            1238        1977                 West
## 7553                     N             217        1994                 West
## 7554                     N           59255        2004                 West
## 7555                     N             126        1982                South
## 7556                     Y            1925        1884            Northeast
## 7557                     N            1437        1968                South
## 7558                     N             284        2014              Midwest
## 7559                     N           59742        2001            Northeast
## 7560                     N            1642        1986              Midwest
## 7561                     Y            3865        1993                South
## 7562                     Y            2684        1990            Northeast
## 7563                     N            4120        1997                 West
## 7564                     N             529        1975            Northeast
## 7565                     N             959        2005            Northeast
## 7566                     N            2161        2013            Northeast
## 7567                     N            2452        1947            Northeast
## 7568                     N            3762        2010              Midwest
## 7569                     N            1502        2005                 West
## 7570                     N            2508        1907                South
## 7571                     N             417        2000              Midwest
## 7572                     N            1132        1987            Northeast
## 7573                     Y             549        2006                 West
## 7574                     N              46        2005                South
## 7575                     Y            2186        1877              Midwest
## 7576                     N             546        2009              Midwest
## 7577                     N           53966        1889                South
## 7578                     N            3205        2007            Northeast
## 7579                     N            3908        1987              Midwest
## 7580                     Y            3117        2007              Midwest
## 7581                     N            2113        1838              Midwest
## 7582                     N            1883        1979                South
## 7583                     Y           20571        2007            Northeast
## 7584                     N            4820        1985            Northeast
## 7585                     N            1639        1850            Northeast
## 7586                     N            1283        1987            Northeast
## 7587                     N             969        2010              Midwest
## 7588                     N             525        1906              Midwest
## 7589                     N           29233        1947              Midwest
## 7590                     N            1777        2012            Northeast
## 7591                     N            1715        2010              Midwest
## 7592                     Y            1420        2012            Northeast
## 7593                     N            7046        2001                South
## 7594                     N            1090        2014            Northeast
## 7595                     N            4024        2014                South
## 7596                     N             837        2002                 West
## 7597                     N            2140        1959                 West
## 7598                     N            2582        2007                 West
## 7599                     N            1069        2006            Northeast
## 7600                     N            1596        1994                 West
## 7601                     N            3879        2013                South
## 7602                     N            4057        2001                 West
## 7603                     N            3323        1968            Northeast
## 7604                     N            3639        2002            Northeast
## 7605                     Y            3290        2006                 West
## 7606                     N            1484        2003                 West
## 7607                     N            1097        2006              Midwest
## 7608                     Y            4151        1989                 West
## 7609                     Y          102677        2004                 West
## 7610                     N            3368        1947                 West
## 7611                     N             166        1884                South
## 7612                     N            1223        1992                 West
## 7613                     N            1450        1997                South
## 7614                     N            2459        1995            Northeast
## 7615                     N            1761        1997                 West
## 7616                     Y             700        1902                 West
## 7617                     N             966        2010                South
## 7618                     N            1628        1987              Midwest
## 7619                     N            2575        1977                South
## 7620                     N            6259        1994                 West
## 7621                     N            1834        1959                 West
## 7622                     N          104647        1947                South
## 7623                     N            2448        2008              Midwest
## 7624                     Y            2708        2010                South
## 7625                     N            1221        2002              Midwest
## 7626                     N            2314        1999            Northeast
## 7627                     N            1088        1981                South
## 7628                     N            4439        1995                 West
## 7629                     N             150        2001              Midwest
## 7630                     N            5914        2009            Northeast
## 7631                     N            4315        2005            Northeast
## 7632                     N            4529        2008              Midwest
## 7633                     N             944        2003            Northeast
## 7634                     N             228        2004                South
## 7635                     N             555        1978            Northeast
## 7636                     Y            4025        2012            Northeast
## 7637                     N            2037        2003            Northeast
## 7638                     N             733        1946              Midwest
## 7639                     N             451        1953                South
## 7640                     N             657        1993              Midwest
## 7641                     N            3376        2000            Northeast
## 7642                     N            1480        2000            Northeast
## 7643                     N            4524        1922            Northeast
## 7644                     N            3804        2012            Northeast
## 7645                     N              38        2005                South
## 7646                     N             712        1848              Midwest
## 7647                     N            4502        1886            Northeast
## 7648                     N             851        2008                South
## 7649                     N           90161        2005                 West
## 7650                     N             182        1999                South
## 7651                     N            2548        2004                South
## 7652                     N             717        2007                South
## 7653                     N             111        2010               Island
## 7654                     N              18        2000            Northeast
## 7655                     N             941        1926            Northeast
## 7656                     Y             830        1998                 West
## 7657                     N           14600        1875                 West
## 7658                     N            1398        1979            Northeast
## 7659                     N            2430        2007                South
## 7660                     Y            2640        1997                South
## 7661                     N            5105        1968                South
## 7662                     N             993        2002            Northeast
## 7663                     N            2313        2005                South
## 7664                     N            3853        1977                 West
## 7665                     Y              80        2009                South
## 7666                     N            1039        2004                 West
## 7667                     N            2827        1993              Midwest
## 7668                     N            4621        1930            Northeast
## 7669                     N            2133        2005                 West
## 7670                     N            1524        2000                 West
## 7671                     N            3621        2000            Northeast
## 7672                     N             516        2014                 West
## 7673                     Y            1489        1997                 West
## 7674                     N            2400        1968                South
## 7675                     N            2667        1974                South
## 7676                     N            4352        2007                South
## 7677                     N             945        2008                 West
## 7678                     N            5306        2008                South
## 7679                     N             412        2006                South
## 7680                     N            3062        2007            Northeast
## 7681                     N            2691        2005                South
## 7682                     N            2945        1995            Northeast
## 7683                     N            3703        1997                South
## 7684                     N             124        2001            Northeast
## 7685                     N             929        1998            Northeast
## 7686                     N            3682        2006                 West
## 7687                     N            3809        2000                South
## 7688                     N            2038        1921              Midwest
## 7689                     N            1318        2010                South
## 7690                     N            1143        2002                South
## 7691                     N            1598        1977                 West
## 7692                     N            1040        1959            Northeast
## 7693                     N             206        1885                South
## 7694                     Y            1857        1998                South
## 7695                     N            2987        1883                South
## 7696                     N            1827        2011            Northeast
## 7697                     N             295        2001            Northeast
## 7698                     Y            3808        2013            Northeast
## 7699                     N            1101        2007            Northeast
## 7700                     N            2059        1989                 West
## 7701                     N            1514        2007                 West
## 7702                     N            4178        1927              Midwest
## 7703                     Y            1169        1997                South
## 7704                     N            1641        2007                South
## 7705                     N            2236        1965                 West
## 7706                     N             284        1995                 West
## 7707                     N            2822        1953              Midwest
## 7708                     N            2348        1997            Northeast
## 7709                     N            1491        2000                 West
## 7710                     N            3650        1985                 West
## 7711                     N             917        1990            Northeast
## 7712                     N           49065        2013                 West
## 7713                     N            1353        2005              Midwest
## 7714                     N            2833        1997              Midwest
## 7715                     N             412        1998            Northeast
## 7716                     N            5237        2000              Midwest
## 7717                     Y            1985        1979                 West
## 7718                     N            2239        2011                South
## 7719                     N            2857        1997                South
## 7720                     N             556        2007                South
## 7721                     N             985        1970            Northeast
## 7722                     N            1621        1944              Midwest
## 7723                     Y            3644        2001                 West
## 7724                     N             376        1999              Midwest
## 7725                     N             500        1974                South
## 7726                     N            3699        2016                South
## 7727                     Y            8789        1993                South
## 7728                     N             723        2004                 West
## 7729                     Y            1704        1997                South
## 7730                     N          108115        2000                South
## 7731                     N            2498        1853              Midwest
## 7732                     Y           14728        1999                South
## 7733                     N            5224        1951                South
## 7734                     N            3670        2010                 West
## 7735                     N            1752        1986                South
## 7736                     N            2560        2007            Northeast
## 7737                     N            2793        2009            Northeast
## 7738                     N            4430        1932            Northeast
## 7739                     N            5806        2006                South
## 7740                     N            3348        1996                South
## 7741                     Y            5289        1920              Midwest
## 7742                     N             987        1962               Island
## 7743                     N             826        2010                South
## 7744                     N            2931        2004                 West
## 7745                     N            4961        2000                South
## 7746                     N            2643        1969            Northeast
## 7747                     Y            2245        2003                South
## 7748                     N            1059        1847                 West
## 7749                     N            1140        1996              Midwest
## 7750                     N            2346        1954              Midwest
## 7751                     N            1693        1993              Midwest
## 7752                     N            3519        1996              Midwest
## 7753                     N            3284        2008              Midwest
## 7754                     N            1472        1995                 West
## 7755                     N            1760        1985                South
## 7756                     N             995        2004              Midwest
## 7757                     N             121        1953                 West
## 7758                     N            3947        1998            Northeast
## 7759                     N            1334        2006                 West
## 7760                     N            1329        2009              Midwest
## 7761                     N            1356        1971            Northeast
## 7762                     N             -11        2009              Midwest
## 7763                     N            1997        1850                 West
## 7764                     N             166        1981              Midwest
## 7765                     N            1607        1817                South
## 7766                     Y           34677        1976                South
## 7767                     N            1667        2007              Midwest
## 7768                     N             916        1994                 West
## 7769                     N             478        1925                South
## 7770                     N             998        2000                South
## 7771                     N             619        1977               Island
## 7772                     N            6034        2010            Northeast
## 7773                     N            1978        2009                South
## 7774                     N            2209        2000                South
## 7775                     N          110269        2013            Northeast
## 7776                     N            1907        1960              Midwest
## 7777                     Y             306        2010                 West
## 7778                     N            2201        2005              Midwest
## 7779                     N            4308        2006                 West
## 7780                     N             594        2011                 West
## 7781                     Y            2543        1990                 West
## 7782                     N            1531        2005            Northeast
## 7783                     N            6318        1989                South
## 7784                     N            2941        2008                 West
## 7785                     N             893        1900              Midwest
## 7786                     N          135656        2009                 West
## 7787                     N             369        2005              Midwest
## 7788                     N            5270        2007                 West
## 7789                     N            1721        1962            Northeast
## 7790                     N            2585        1998            Northeast
## 7791                     N            1052        1998              Midwest
## 7792                     N            5018        2004              Midwest
## 7793                     N             435        1981            Northeast
## 7794                     N            2714        2001            Northeast
## 7795                     N            3233        2012              Midwest
## 7796                     N          120925        1875            Northeast
## 7797                     N            2921        1997                South
## 7798                     N            1031        1966              Midwest
## 7799                     Y            1951        1985            Northeast
## 7800                     N             787        1983            Northeast
## 7801                     N             531        1885              Midwest
## 7802                     N            1614        2009            Northeast
## 7803                     N            1117        2008                 West
## 7804                     N            3435        2003            Northeast
## 7805                     N             593        1993            Northeast
## 7806                     N            1294        1993            Northeast
## 7807                     N            2877        2004                 West
## 7808                     N            2046        1994            Northeast
## 7809                     N              67        2006              Midwest
## 7810                     N            1047        1907              Midwest
## 7811                     Y            3230        2004                 West
## 7812                     N             523        2003                 West
## 7813                     N            1138        1991               Island
## 7814                     N             155        1872                South
## 7815                     N            2953        1836                 West
## 7816                     N            2953        1998            Northeast
## 7817                     N            2670        2014                 West
## 7818                     N            2786        1998                South
## 7819                     N             783        2007              Midwest
## 7820                     N             193        1850                South
## 7821                     N            4525        2001            Northeast
## 7822                     N            4937        1903            Northeast
## 7823                     N           48821        1989            Northeast
## 7824                     N            4565        2006              Midwest
## 7825                     Y            1589        1999            Northeast
## 7826                     N            2519        1869                South
## 7827                     N            1121        1974                South
## 7828                     N            4414        1990            Northeast
## 7829                     N            2108        1963                South
## 7830                     N            4193        1999              Midwest
## 7831                     N            1361        1995            Northeast
## 7832                     Y             319        1968            Northeast
## 7833                     N            1986        1968            Northeast
## 7834                     N             257        1980                 West
## 7835                     N            2271        1997                South
## 7836                     N              93        2006            Northeast
## 7837                     N            3442        2010                 West
## 7838                     N           23191        1998            Northeast
## 7839                     N            1032        1919            Northeast
## 7840                     N            1599        1858                 West
## 7841                     N           10795        1984                South
## 7842                     Y             299        1989                South
## 7843                     N            2322        2012                South
## 7844                     N            4066        1928                 West
## 7845                     N             341        2002              Midwest
## 7846                     N            6206        2007                 West
## 7847                     N             933        1985            Northeast
## 7848                     N            1249        1947              Midwest
## 7849                     N             993        1983                South
## 7850                     N             692        1993                South
## 7851                     N            1300        1849            Northeast
## 7852                     N            2703        1983                South
## 7853                     N            2847        2004            Northeast
## 7854                     N            2362        1909            Northeast
## 7855                     N            2823        1987                 West
## 7856                     N            3302        1987            Northeast
## 7857                     Y            2228        1999            Northeast
## 7858                     N             607        2005                 West
## 7859                     N           15052        1999                South
## 7860                     N            1734        1981              Midwest
## 7861                     N              56        2007                 West
## 7862                     N             801        2008              Midwest
## 7863                     N            2600        1991            Northeast
## 7864                     N            1556        1946              Midwest
## 7865                     N              71        2000              Midwest
## 7866                     N            1725        1960            Northeast
## 7867                     N            5826        1993                 West
## 7868                     N             414        2004              Midwest
## 7869                     N            1534        2011            Northeast
## 7870                     N            2475        1940                South
## 7871                     N            1712        1961                South
## 7872                     Y             483        1996                South
## 7873                     N           39573        1956                 West
## 7874                     N            1528        2005                South
## 7875                     N            1947        1911            Northeast
## 7876                     N             480        2008            Northeast
## 7877                     N            2786        2004                South
## 7878                     Y            2058        2009                South
## 7879                     N            1317        1989              Midwest
## 7880                     Y            4432        1872                South
## 7881                     N            2279        1973              Midwest
## 7882                     N            3706        1986              Midwest
## 7883                     N            3637        1848            Northeast
## 7884                     N            2007        1998                 West
## 7885                     N            3201        2000            Northeast
## 7886                     N            2184        2004                 West
## 7887                     N            4781        1878            Northeast
## 7888                     N             690        1868                 West
## 7889                     N            1404        1916            Northeast
## 7890                     N             236        1998            Northeast
## 7891                     N            5042        1994                 West
## 7892                     N            5085        1955                South
## 7893                     Y            3850        1962                South
## 7894                     N            2944        1985            Northeast
## 7895                     Y              85        2007                 West
## 7896                     N            1921        1996                 West
## 7897                     N             172        1996              Midwest
## 7898                     Y            1392        1968                South
## 7899                     N            1381        2001                 West
## 7900                     N          121550        1999                 West
## 7901                     N            2852        2015            Northeast
## 7902                     N           97122        1994              Midwest
## 7903                     N            2077        2005              Midwest
## 7904                     Y             115        2001            Northeast
## 7905                     N            2154        2001            Northeast
## 7906                     Y             963        1971                South
## 7907                     N             192        1985            Northeast
## 7908                     N            1630        1979                South
## 7909                     N             499        1901                South
## 7910                     N            2769        1851            Northeast
## 7911                     N             501        1998            Northeast
## 7912                     N             177        2008            Northeast
## 7913                     N             413        2000                South
## 7914                     N            3960        2005              Midwest
## 7915                     N            5605        2010                 West
## 7916                     N            3855        1996                South
## 7917                     N            3398        2000            Northeast
## 7918                     N            1563        2007                 West
## 7919                     N            3436        2013                 West
## 7920                     N            1647        2013            Northeast
## 7921                     N            3625        2012            Northeast
## 7922                     N            1540        1994            Northeast
## 7923                     N            2445        1997                South
## 7924                     N             632        2000                 West
## 7925                     N            2919        1859            Northeast
## 7926                     N            2648        2001            Northeast
## 7927                     N             214        1976                 West
## 7928                     N            2481        1998            Northeast
## 7929                     N            1315        2007                South
## 7930                     N            2431        1855              Midwest
## 7931                     N            4304        1981                 West
## 7932                     N            1905        1985                South
## 7933                     N            1106        2001            Northeast
## 7934                     N            1043        1887                 West
## 7935                     Y            4788        1935                 West
## 7936                     N            4728        1997                 West
## 7937                     N            3088        2001                 West
## 7938                     N            4458        1868                South
## 7939                     N            1753        1924            Northeast
## 7940                     N             664        2005                South
## 7941                     N            1214        2011              Midwest
## 7942                     N            1928        1997            Northeast
## 7943                     N            1341        1990                 West
## 7944                     N             986        2000              Midwest
## 7945                     N            1393        1996                South
## 7946                     N            1262        1997                 West
## 7947                     N             500        1985            Northeast
## 7948                     N            1661        1843                 West
## 7949                     N             615        2004                South
## 7950                     N            1736        1883               Island
## 7951                     N            3567        1981              Midwest
## 7952                     N            3515        2005                 West
## 7953                     N            1762        2009                South
## 7954                     N            5959        1988                 West
## 7955                     N             200        2013              Midwest
## 7956                     N             854        1992            Northeast
## 7957                     N             978        1999              Midwest
## 7958                     N            4013        1949                South
## 7959                     N            1244        2009            Northeast
## 7960                     N            1353        2002              Midwest
## 7961                     N            1213        2008            Northeast
## 7962                     Y            4750        2010            Northeast
## 7963                     N            2998        1855                South
## 7964                     N          134470        1926            Northeast
## 7965                     N            2774        2012              Midwest
## 7966                     N             535        2012              Midwest
## 7967                     N            4857        1885                 West
## 7968                     N            4010        1908              Midwest
## 7969                     N            2181        1957            Northeast
## 7970                     N             592        1986                 West
## 7971                     N            4089        1971                South
## 7972                     N            1697        2005              Midwest
## 7973                     N            1466        2005                South
## 7974                     Y            2991        1954            Northeast
## 7975                     N            2504        2012                 West
## 7976                     N            2793        1998                South
## 7977                     N            3348        1998            Northeast
## 7978                     N            1685        2007                 West
## 7979                     N            1743        1866                South
## 7980                     N             828        1999                South
## 7981                     N             600        1912                 West
## 7982                     Y              86        1969                 West
## 7983                     N            3471        1963            Northeast
## 7984                     N             392        2009              Midwest
## 7985                     N            4072        2006            Northeast
## 7986                     N              43        2000            Northeast
## 7987                     N            5428        1998              Midwest
## 7988                     N             732        1996                 West
## 7989                     N             483        1983            Northeast
## 7990                     Y            1612        2001                 West
## 7991                     N           31005        2001                 West
## 7992                     N           22645        1998                 West
## 7993                     N            1400        2010            Northeast
## 7994                     Y             584        1985            Northeast
## 7995                     N             403        1974            Northeast
## 7996                     N            3716        2013                South
## 7997                     N            4432        1925                South
## 7998                     N             741        2007                 West
## 7999                     N            2549        1953            Northeast
## 8000                     N            2615        1997            Northeast
## 8001                     N             472        1993              Midwest
## 8002                     N            3247        1977                 West
## 8003                     N            1247        2011            Northeast
## 8004                     N            1059        1999              Midwest
## 8005                     N            1934        2001                South
## 8006                     N            1769        1974            Northeast
## 8007                     N          105016        1921            Northeast
## 8008                     N             235        1970            Northeast
## 8009                     N           20988        1994            Northeast
## 8010                     Y            1622        1976            Northeast
## 8011                     N            4271        2002                South
## 8012                     N            1377        2001                 West
## 8013                     N             432        1890                South
## 8014                     N             293        2005              Midwest
## 8015                     N              92        1923              Midwest
## 8016                     N            1902        2010            Northeast
## 8017                     N            1914        1992                South
## 8018                     N            2503        1927                 West
## 8019                     N             157        1987              Midwest
## 8020                     N             683        1987                South
## 8021                     N            1269        1980            Northeast
## 8022                     N            3436        2005            Northeast
## 8023                     N            1312        2003            Northeast
## 8024                     N            1784        1997                South
## 8025                     N            5171        1946            Northeast
## 8026                     N           20583        1999              Midwest
## 8027                     N            1248        1946                 West
## 8028                     N             632        2008            Northeast
## 8029                     N            1375        1981                South
## 8030                     N            2125        1995                 West
## 8031                     N            2402        2009            Northeast
## 8032                     N             154        2011                 West
## 8033                     Y            1763        1855                South
## 8034                     N            3214        1838            Northeast
## 8035                     N            2601        2009              Midwest
## 8036                     Y            1261        1951                South
## 8037                     N            4039        2000              Midwest
## 8038                     N            1994        1891            Northeast
## 8039                     N            1039        2004                 West
## 8040                     N           33570        1996                South
## 8041                     N            3026        1995            Northeast
## 8042                     N            1527        2008                South
## 8043                     N            2242        2001                South
## 8044                     N            2297        1996                 West
## 8045                     N             950        1974            Northeast
## 8046                     Y            1998        1984                 West
## 8047                     N             962        2011            Northeast
## 8048                     N            2986        1999                South
## 8049                     N            3114        2007                South
## 8050                     N            2496        2003                South
## 8051                     N           95308        1995                South
## 8052                     N            1139        1999              Midwest
## 8053                     Y            6918        2006                South
## 8054                     N            3191        2004              Midwest
## 8055                     N             665        2005              Midwest
## 8056                     Y            4382        1989                South
## 8057                     N            1117        2008              Midwest
## 8058                     N             622        1986                South
## 8059                     N             707        1985            Northeast
## 8060                     N             257        1984              Midwest
## 8061                     N            2716        1976            Northeast
## 8062                     N            1245        2013            Northeast
## 8063                     N             469        1986                 West
## 8064                     N            2743        2002            Northeast
## 8065                     Y            2185        1994            Northeast
## 8066                     N             543        1980                South
## 8067                     N            3758        2010            Northeast
## 8068                     N            1525        1995            Northeast
## 8069                     N           53821        2009                South
## 8070                     N            5664        2008                South
## 8071                     N             803        2011              Midwest
## 8072                     N            4231        2008            Northeast
## 8073                     N              87        2004              Midwest
## 8074                     Y           61240        2002            Northeast
## 8075                     Y            1235        1974                South
## 8076                     N           27001        2004                 West
## 8077                     N            1637        2005              Midwest
## 8078                     Y            3136        2013                South
## 8079                     N            1705        1977                South
## 8080                     N            2321        2011                 West
## 8081                     N           28992        2008            Northeast
## 8082                     N            4122        2004            Northeast
## 8083                     N            5009        1930                 West
## 8084                     Y            1169        1998            Northeast
## 8085                     Y            3097        1999                South
## 8086                     Y            3490        1975                South
## 8087                     N              58        2013            Northeast
## 8088                     Y             157        2012                South
## 8089                     N            1319        1889              Midwest
## 8090                     N            1395        2011                 West
## 8091                     N            2552        1938            Northeast
## 8092                     N            2443        2004              Midwest
## 8093                     N           58990        1986                 West
## 8094                     N            6446        2002            Northeast
## 8095                     N            3327        2004                South
## 8096                     N           17068        2014            Northeast
## 8097                     N            2684        1900              Midwest
## 8098                     N            1570        1896            Northeast
## 8099                     N            1307        2003                South
## 8100                     N              77        2008                 West
## 8101                     N            2970        2001                South
## 8102                     N              58        2000                 West
## 8103                     N             227        1952                South
## 8104                     N             605        1997              Midwest
## 8105                     N            3389        1885              Midwest
## 8106                     N             448        2012                 West
## 8107                     N            2213        2007                 West
## 8108                     N             809        2003                South
## 8109                     N            1748        2000               Island
## 8110                     N            4607        2012              Midwest
## 8111                     N            5133        2002                 West
## 8112                     Y           86138        2010            Northeast
## 8113                     N            4068        1997                 West
## 8114                     N            3627        1996                South
## 8115                     N            1450        2004            Northeast
## 8116                     N            1885        1989              Midwest
## 8117                     N            1467        1931                South
## 8118                     N            2474        1999                 West
## 8119                     N            1927        1981                South
## 8120                     N             550        2005              Midwest
## 8121                     N            2616        2004                 West
## 8122                     N             597        1997              Midwest
## 8123                     N            4963        1999            Northeast
## 8124                     N             101        1967              Midwest
## 8125                     N             558        1999            Northeast
## 8126                     N            1360        2011                 West
## 8127                     Y           11007        1975                South
## 8128                     N           13524        1968                 West
## 8129                     N             214        1997               Island
## 8130                     N             526        2010            Northeast
## 8131                     N            3702        1996                 West
## 8132                     N            3139        1987                South
## 8133                     N             660        1947            Northeast
## 8134                     N            1275        1873                South
## 8135                     N            1797        1948            Northeast
## 8136                     N            3441        2006                 West
## 8137                     N            1209        1983            Northeast
## 8138                     N            2468        2006                South
## 8139                     N             823        1982                South
## 8140                     N            1414        2011            Northeast
## 8141                     N            1893        1911            Northeast
## 8142                     N           17143        1986                South
## 8143                     N            2163        1969                 West
## 8144                     N            3320        1997                 West
## 8145                     N            2707        1998                 West
## 8146                     N             858        1997            Northeast
## 8147                     Y              44        1975                South
## 8148                     N             766        1999                 West
## 8149                     N             520        1947                South
## 8150                     N            2613        1980                 West
## 8151                     N             599        2011                 West
## 8152                     N            1032        1963            Northeast
## 8153                     N            3271        1993                South
## 8154                     N            1526        2001              Midwest
## 8155                     N            1367        1936                South
## 8156                     Y             271        1963                South
## 8157                     Y            3319        2004            Northeast
## 8158                     N            2683        1995                South
## 8159                     N            2120        2001            Northeast
## 8160                     Y            1463        2001                South
## 8161                     N             951        1999                South
## 8162                     N            2317        1980            Northeast
## 8163                     N            3384        1980                South
## 8164                     N            3119        2006               Island
## 8165                     Y             248        2007                South
## 8166                     N            3154        1965              Midwest
## 8167                     Y            3232        1987            Northeast
## 8168                     N            3437        1885              Midwest
## 8169                     N            2036        2005                 West
## 8170                     N            3821        1999                South
## 8171                     Y            3905        2006                South
## 8172                     N            3016        1847                 West
## 8173                     N             125        2003                South
## 8174                     Y            3506        1936                South
## 8175                     N            5117        1984                 West
## 8176                     N            3585        2008            Northeast
## 8177                     N            1810        2008            Northeast
## 8178                     N             575        2009                 West
## 8179                     N            5206        2012                 West
## 8180                     N            2476        1987              Midwest
## 8181                     N           39727        2002                 West
## 8182                     N            7477        2012                South
## 8183                     N           30172        2000                 West
## 8184                     N             442        2011                South
## 8185                     Y            1476        1986               Island
## 8186                     Y             910        2012            Northeast
## 8187                     N            1081        1840            Northeast
## 8188                     N             431        1986                 West
## 8189                     N            3674        1998                 West
## 8190                     N          131192        1962                South
## 8191                     N            4783        1997            Northeast
## 8192                     N            3015        2005                South
## 8193                     Y            2295        2003                 West
## 8194                     N            2171        1977            Northeast
## 8195                     N            2190        1980            Northeast
## 8196                     N             647        1891                 West
## 8197                     N            2854        2000            Northeast
## 8198                     N            3436        2000                 West
## 8199                     N            3000        2008                 West
## 8200                     N            2698        2000              Midwest
## 8201                     N            2251        1999            Northeast
## 8202                     N            3556        1985            Northeast
## 8203                     N            4300        1997                 West
## 8204                     Y            1699        1999                South
## 8205                     Y             420        2011                 West
## 8206                     N            4478        1997                South
## 8207                     N            1016        1984            Northeast
## 8208                     N             349        1946            Northeast
## 8209                     N            1520        2013                South
## 8210                     N            2078        1892                South
## 8211                     N            2917        2004                 West
## 8212                     N            2154        1994                 West
## 8213                     Y             244        1999                 West
## 8214                     N             119        2012            Northeast
## 8215                     N             567        1883            Northeast
## 8216                     N             608        1996                South
## 8217                     N            2162        2004                South
## 8218                     N            1644        1988            Northeast
## 8219                     N             687        2009                South
## 8220                     N            2026        2009                 West
## 8221                     N            1378        1953                 West
## 8222                     N            6120        1944            Northeast
## 8223                     N            2763        2003                 West
## 8224                     N            4226        2014            Northeast
## 8225                     N            2738        1945                South
## 8226                     N             430        2003              Midwest
## 8227                     N            1427        1984                 West
## 8228                     N            1755        1979                 West
## 8229                     N              35        2004                 West
## 8230                     N            3178        1993            Northeast
## 8231                     N              95        1990            Northeast
## 8232                     N             581        1895                 West
## 8233                     Y              99        1996                 West
## 8234                     N           21797        2008            Northeast
## 8235                     N            1840        2005            Northeast
## 8236                     N             106        1999            Northeast
## 8237                     N            2997        1833                 West
## 8238                     N            1356        1990                South
## 8239                     N            4457        1988            Northeast
## 8240                     N           98447        1838                 West
## 8241                     N            2914        2001            Northeast
## 8242                     N            1806        2007            Northeast
## 8243                     N            1276        2007              Midwest
## 8244                     N             502        1995              Midwest
## 8245                     N            3218        1985                South
## 8246                     N            2942        1993              Midwest
## 8247                     N            3428        2006            Northeast
## 8248                     N             724        2008            Northeast
## 8249                     N            1117        2011              Midwest
## 8250                     N             264        1996            Northeast
## 8251                     N            4307        1977                 West
## 8252                     N            2563        2007                 West
## 8253                     N            2272        2013            Northeast
## 8254                     N            1515        2001            Northeast
## 8255                     N            2435        2007              Midwest
## 8256                     N            3372        2004              Midwest
## 8257                     N             625        2006                 West
## 8258                     N           18207        1998              Midwest
## 8259                     N            2680        1939                 West
## 8260                     N            4859        1994                 West
## 8261                     N            1719        1898              Midwest
## 8262                     N            6044        1999            Northeast
## 8263                     N            3059        1977              Midwest
## 8264                     N            1325        1971            Northeast
## 8265                     N             588        2012               Island
## 8266                     N            4459        1989                South
## 8267                     N            5369        1998                South
## 8268                     N             546        2005                 West
## 8269                     Y            2457        2000            Northeast
## 8270                     N            2626        2001              Midwest
## 8271                     N            2127        1832                 West
## 8272                     N            2532        1977                 West
## 8273                     N             137        2012                 West
## 8274                     N            3353        2006                 West
## 8275                     N            1959        1858                South
## 8276                     N             320        1963                 West
## 8277                     N            1464        2010              Midwest
## 8278                     N             452        1971              Midwest
## 8279                     N            3575        2005            Northeast
## 8280                     N            1875        1981                 West
## 8281                     N            4916        2008            Northeast
## 8282                     N             491        1911            Northeast
## 8283                     Y             304        1993                South
## 8284                     N            2829        2000              Midwest
## 8285                     N             104        1872            Northeast
## 8286                     N            1454        2005                South
## 8287                     N             105        1987            Northeast
## 8288                     N             397        1992              Midwest
## 8289                     N            4721        1972                 West
## 8290                     N             238        2004            Northeast
## 8291                     N            4074        1973            Northeast
## 8292                     N             593        1983            Northeast
## 8293                     N            4070        1904            Northeast
## 8294                     N            1359        1907                 West
## 8295                     N            1441        1997            Northeast
## 8296                     N            2525        1892                South
## 8297                     N             968        2007                South
## 8298                     N            2680        2008                South
## 8299                     N            5175        1962              Midwest
## 8300                     N             883        1992                South
## 8301                     N            4471        1996              Midwest
## 8302                     N            4121        1939              Midwest
## 8303                     N            3677        2010              Midwest
## 8304                     N             792        2007            Northeast
## 8305                     N            1341        1988                South
## 8306                     N           13242        1987                 West
## 8307                     N             634        2010                South
## 8308                     N            4016        1997                 West
## 8309                     N             821        1986                 West
## 8310                     N            3388        1999            Northeast
## 8311                     Y            2687        2004                South
## 8312                     N            3961        2007                 West
## 8313                     N             905        1885                South
## 8314                     Y            4599        1975              Midwest
## 8315                     N            2569        2000            Northeast
## 8316                     Y            3170        2000                 West
## 8317                     N            1549        2001            Northeast
## 8318                     N             350        1951              Midwest
## 8319                     N             728        1847            Northeast
## 8320                     N            5935        1997            Northeast
## 8321                     Y            2248        1997                South
## 8322                     N              53        1953                 West
## 8323                     N            2557        1945                 West
## 8324                     N            3477        1978                 West
## 8325                     N            2028        1947                 West
## 8326                     N            1326        1997            Northeast
## 8327                     N              91        1879                 West
## 8328                     N            4852        1997            Northeast
## 8329                     N             758        2005                South
## 8330                     N            3410        1987            Northeast
## 8331                     N            2103        1984                South
## 8332                     N             172        2002                 West
## 8333                     N            1192        1999              Midwest
##      prevailing_wage unit_of_wage full_time_position case_status
## 1           592.2029         Hour                  Y      Denied
## 2         83425.6500         Year                  Y   Certified
## 3        122996.8600         Year                  Y      Denied
## 4         83434.0300         Year                  Y      Denied
## 5        149907.3900         Year                  Y   Certified
## 6         78252.1400         Year                  Y   Certified
## 7         53635.3900         Year                  Y   Certified
## 8           418.2298         Hour                  Y      Denied
## 9         74362.1900         Year                  Y   Certified
## 10        67514.7600         Year                  Y   Certified
## 11        83588.5600         Year                  Y   Certified
## 12        70813.0900         Year                  Y      Denied
## 13        28663.0500         Year                  Y   Certified
## 14       107196.0300         Year                  Y   Certified
## 15       220081.7300         Year                  Y   Certified
## 16        74108.0200         Year                  Y      Denied
## 17         3706.7900         Year                  Y   Certified
## 18        16132.6100         Year                  Y   Certified
## 19       150441.1300         Year                  Y   Certified
## 20        79948.1200         Year                  Y   Certified
## 21        71128.9800         Year                  Y      Denied
## 22       137694.9800         Year                  N   Certified
## 23        45642.3900         Year                  Y   Certified
## 24        90108.3800         Year                  N   Certified
## 25        71286.0400         Year                  Y   Certified
## 26        99489.6500         Year                  Y   Certified
## 27        86332.9500         Year                  Y   Certified
## 28       103029.3300         Year                  Y   Certified
## 29        40925.8600         Year                  Y   Certified
## 30       189190.4800         Year                  Y   Certified
## 31        79594.1200         Year                  N   Certified
## 32       135866.1300         Year                  N   Certified
## 33        72077.5700         Year                  N   Certified
## 34        81921.1800         Year                  Y   Certified
## 35       225569.7300         Year                  N   Certified
## 36        92421.9200         Year                  Y      Denied
## 37         2490.1200         Year                  Y      Denied
## 38       110817.2600         Year                  Y   Certified
## 39        50960.0100         Year                  Y   Certified
## 40       125336.9000         Year                  Y   Certified
## 41        39633.3200         Year                  Y   Certified
## 42       156326.3300         Year                  N   Certified
## 43        43630.5800         Year                  Y   Certified
## 44        54614.4200         Year                  Y   Certified
## 45        28989.8700         Year                  Y      Denied
## 46        22924.9100         Year                  Y   Certified
## 47        61567.7500         Year                  Y   Certified
## 48       156251.1700         Year                  Y   Certified
## 49        86022.0200         Year                  Y   Certified
## 50        49565.3700         Year                  Y      Denied
## 51        66191.4100         Year                  Y   Certified
## 52        95623.2000         Year                  N   Certified
## 53       115014.0500         Year                  Y   Certified
## 54        35018.0400         Year                  Y   Certified
## 55          230.8072         Hour                  Y   Certified
## 56       113799.6400         Year                  Y   Certified
## 57        85854.0900         Year                  Y   Certified
## 58        14174.0400         Year                  Y   Certified
## 59        47176.8400         Year                  Y   Certified
## 60         4949.2800         Year                  Y   Certified
## 61        67410.5900         Year                  Y      Denied
## 62        58791.5800         Year                  Y   Certified
## 63          103.2216         Hour                  Y      Denied
## 64        62591.5700         Year                  Y   Certified
## 65       102919.5900         Year                  Y      Denied
## 66       123468.5600         Year                  Y   Certified
## 67        82324.6400         Year                  N      Denied
## 68         5319.4900         Year                  Y   Certified
## 69       153019.9400         Year                  Y   Certified
## 70        38059.8900         Year                  Y   Certified
## 71          230.3270         Hour                  Y      Denied
## 72        61521.9200         Year                  Y   Certified
## 73       121316.5000         Year                  Y      Denied
## 74       122540.5500         Year                  Y   Certified
## 75        47170.7600         Year                  Y   Certified
## 76          330.3743         Hour                  Y      Denied
## 77         2927.3400         Year                  Y   Certified
## 78       107781.4800         Year                  Y   Certified
## 79          590.0203         Hour                  Y   Certified
## 80       194176.8300         Year                  Y      Denied
## 81       102073.8100         Year                  Y   Certified
## 82       113882.3800         Year                  Y   Certified
## 83        70778.8200         Year                  Y      Denied
## 84        84125.4800         Year                  Y   Certified
## 85       174014.5900         Year                  Y   Certified
## 86        34213.1700         Year                  Y   Certified
## 87        79813.0500         Year                  N      Denied
## 88       113327.3400         Year                  Y      Denied
## 89        78893.6400         Year                  Y      Denied
## 90       140290.1600         Year                  Y   Certified
## 91       111926.0100         Year                  Y      Denied
## 92       125880.2100         Year                  Y      Denied
## 93          527.8901         Hour                  Y      Denied
## 94        49357.9500         Year                  Y   Certified
## 95        69335.2000         Year                  Y   Certified
## 96        99737.1800         Year                  N   Certified
## 97        91449.6200         Year                  Y      Denied
## 98        34494.8600         Year                  Y   Certified
## 99          395.9950         Hour                  Y      Denied
## 100      159645.5100         Year                  Y      Denied
## 101       28243.7900         Year                  Y   Certified
## 102       43421.8800         Year                  Y   Certified
## 103       80253.7800         Year                  Y   Certified
## 104      115235.9500         Year                  Y   Certified
## 105       95200.8600         Year                  N   Certified
## 106       41613.5200         Year                  Y   Certified
## 107       64137.4100         Year                  Y      Denied
## 108       66295.4300         Year                  Y   Certified
## 109       97520.0200         Year                  Y   Certified
## 110       65164.5700         Year                  Y   Certified
## 111       73957.1700         Year                  N   Certified
## 112       71415.4300         Year                  Y   Certified
## 113       87336.5300         Year                  Y   Certified
## 114       98966.7200         Week                  Y   Certified
## 115       83503.6000         Year                  Y   Certified
## 116       57590.6600         Year                  Y   Certified
## 117       32400.2000         Week                  Y   Certified
## 118       65993.2100         Year                  Y   Certified
## 119       32161.6000         Year                  Y   Certified
## 120       16421.3700         Year                  Y      Denied
## 121      160676.3900         Year                  N   Certified
## 122       53114.0200         Year                  Y      Denied
## 123       19176.2100         Year                  Y   Certified
## 124      204832.5200         Year                  N      Denied
## 125       40256.0300         Year                  Y   Certified
## 126       38841.4400         Year                  Y   Certified
## 127      133052.8400         Year                  Y      Denied
## 128       75234.6400         Year                  N   Certified
## 129       37032.8300         Year                  Y   Certified
## 130       61617.7300         Year                  Y      Denied
## 131      247393.0100         Year                  Y   Certified
## 132         341.0229         Hour                  Y   Certified
## 133       30570.9500         Year                  Y   Certified
## 134       19477.1000         Year                  Y   Certified
## 135      164893.0000         Year                  Y   Certified
## 136      131584.5000         Year                  Y   Certified
## 137       63896.3500         Year                  Y   Certified
## 138       77883.2200         Year                  Y   Certified
## 139      108519.1400         Year                  Y   Certified
## 140       47002.5300         Year                  N   Certified
## 141       88720.2900         Year                  N   Certified
## 142       60821.7500         Year                  Y   Certified
## 143       66324.6900         Year                  Y   Certified
## 144      100398.5800         Year                  Y   Certified
## 145       51282.7500         Year                  Y   Certified
## 146       13322.7200         Year                  Y   Certified
## 147         357.8194         Hour                  Y   Certified
## 148        4787.4300         Year                  Y   Certified
## 149      149023.9200         Year                  Y   Certified
## 150      123739.4100         Year                  Y      Denied
## 151         529.1105         Hour                  Y      Denied
## 152       68933.4000         Year                  Y   Certified
## 153         412.3476         Hour                  Y      Denied
## 154      128931.5900         Year                  N   Certified
## 155       37751.5100         Year                  Y   Certified
## 156       81781.4300         Year                  Y   Certified
## 157        6256.1800         Year                  Y   Certified
## 158       44539.9700         Year                  Y   Certified
## 159      104281.7100         Year                  Y   Certified
## 160      125323.7000         Year                  Y   Certified
## 161       81816.4600         Year                  Y   Certified
## 162        4027.8500         Year                  Y   Certified
## 163       56117.3900         Year                  N   Certified
## 164      113212.1600         Year                  Y   Certified
## 165       47095.5700         Year                  Y   Certified
## 166      123437.1200         Year                  N   Certified
## 167       65894.5100         Year                  Y   Certified
## 168      174333.1900         Year                  Y      Denied
## 169         192.1570         Hour                  Y      Denied
## 170       71825.6300         Week                  Y      Denied
## 171       50362.7700         Year                  Y   Certified
## 172        9078.6200         Year                  Y   Certified
## 173       10341.8900         Year                  Y   Certified
## 174       61740.3000         Year                  Y   Certified
## 175       61031.9500         Year                  Y   Certified
## 176       31986.7900         Year                  Y   Certified
## 177       93384.3800         Year                  Y   Certified
## 178      109921.6800         Year                  Y   Certified
## 179      122535.0000         Year                  Y   Certified
## 180      105898.5400         Year                  Y      Denied
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## 182      126498.8100         Year                  Y   Certified
## 183      113366.3700         Year                  Y   Certified
## 184      100401.5200         Year                  Y   Certified
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## 186         313.8350         Hour                  Y      Denied
## 187       88809.7400         Year                  Y   Certified
## 188      138032.0000         Year                  Y      Denied
## 189         630.6600         Year                  Y   Certified
## 190       29469.1700         Year                  Y   Certified
## 191      123688.7900         Year                  Y   Certified
## 192      111179.8600         Year                  N   Certified
## 193      102909.5900         Year                  N   Certified
## 194      128850.7500         Year                  Y   Certified
## 195      113637.4000         Year                  Y   Certified
## 196      179675.5800         Year                  Y      Denied
## 197       15814.9400         Year                  Y   Certified
## 198       21511.5800         Year                  Y   Certified
## 199       94252.6200         Year                  N   Certified
## 200       89207.0700         Year                  Y   Certified
## 201       74441.1100         Year                  Y   Certified
## 202       99469.7100         Year                  Y   Certified
## 203       31890.6600         Year                  Y   Certified
## 204      167376.1300         Year                  Y   Certified
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## 207       89079.0500         Year                  Y   Certified
## 208       82464.7400         Year                  Y   Certified
## 209         158.3807         Hour                  Y      Denied
## 210       62640.9400         Year                  N   Certified
## 211      116642.1800         Year                  N   Certified
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## 213      115777.0300         Year                  Y      Denied
## 214      101399.5100         Year                  N   Certified
## 215      146374.4800         Year                  Y      Denied
## 216       21282.8200         Year                  Y   Certified
## 217      269321.6800         Year                  N   Certified
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## 219        2390.7400         Year                  Y   Certified
## 220       73623.9400         Year                  Y   Certified
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## 222      219529.6200         Year                  Y   Certified
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## 224      158569.7200         Year                  N      Denied
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## 226      100379.6300         Year                  Y   Certified
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## 230      112028.4500         Year                  N   Certified
## 231         808.5820         Hour                  Y      Denied
## 232      112881.3300         Year                  Y   Certified
## 233        7794.0500         Year                  Y   Certified
## 234        7113.4700         Year                  Y   Certified
## 235      100786.6200         Year                  Y   Certified
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## 237       93644.1700         Year                  Y      Denied
## 238      118555.6000         Year                  Y      Denied
## 239      114512.6900         Year                  Y      Denied
## 240       59125.1800         Year                  Y   Certified
## 241       26325.9800         Year                  Y      Denied
## 242       56606.5400        Month                  Y   Certified
## 243       51886.0400         Year                  Y      Denied
## 244       62112.2200         Week                  Y      Denied
## 245       63108.0300         Year                  Y   Certified
## 246       39452.9900         Year                  Y   Certified
## 247       80580.9700         Year                  Y   Certified
## 248       37291.8200         Year                  Y   Certified
## 249       95974.6100         Year                  Y   Certified
## 250       21846.4300         Year                  Y      Denied
## 251       61147.0700         Year                  Y   Certified
## 252      120148.7500         Year                  Y   Certified
## 253      206941.2300         Year                  N   Certified
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## 256       65458.8800         Year                  Y      Denied
## 257       62730.5200         Year                  Y   Certified
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## 259      102598.3500         Year                  Y   Certified
## 260       56422.8100         Year                  Y   Certified
## 261      141372.2700         Year                  Y   Certified
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## 263      143628.6500         Year                  Y   Certified
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## 266       42469.2500         Year                  Y   Certified
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## 274         118.8400         Hour                  Y      Denied
## 275      154428.8800         Year                  N      Denied
## 276       65108.5900         Year                  Y   Certified
## 277       21001.6900         Year                  Y   Certified
## 278       57370.9600         Year                  Y   Certified
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## 282       66329.3700         Year                  Y   Certified
## 283       88447.6000         Year                  Y   Certified
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## 285         165.2722         Hour                  Y   Certified
## 286       12800.0200         Year                  Y   Certified
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## 290       42761.3300         Year                  Y      Denied
## 291       98119.9400         Year                  Y   Certified
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## 294       26813.7000         Year                  Y   Certified
## 295         367.3100         Year                  Y   Certified
## 296      116370.4700         Year                  Y   Certified
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## 298      205084.5900         Year                  Y      Denied
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## 300       69741.0500         Year                  Y   Certified
## 301      101371.2100         Year                  Y   Certified
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## 303         248.0100         Hour                  Y      Denied
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## 306       53304.0400         Year                  Y   Certified
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## 309       30066.1600         Year                  Y   Certified
## 310       67204.5400         Year                  Y   Certified
## 311       56065.5300         Year                  Y   Certified
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## 314      133586.5800         Year                  Y      Denied
## 315       24968.7000         Year                  N      Denied
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## 320      112655.0200         Year                  Y   Certified
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## 325       94830.4600         Year                  Y   Certified
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## 340      104457.2900         Year                  Y   Certified
## 341       69113.9600         Year                  Y   Certified
## 342       66711.2100         Year                  N   Certified
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## 345       97325.1300         Year                  Y      Denied
## 346      120371.7200         Year                  Y   Certified
## 347       51610.2400         Year                  Y   Certified
## 348       96146.0900         Year                  N      Denied
## 349      220448.1700         Year                  N      Denied
## 350       23272.2100         Year                  Y   Certified
## 351      106937.8400         Year                  Y      Denied
## 352       37069.3000         Year                  Y   Certified
## 353       98331.3200         Year                  Y   Certified
## 354        3683.4300         Year                  Y   Certified
## 355      196668.7700         Year                  N   Certified
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## 357       33645.8700         Year                  Y      Denied
## 358      109700.5800         Year                  Y   Certified
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## 360       99753.8000         Year                  Y   Certified
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## 362      111724.6600         Year                  N   Certified
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## 372      198752.6400         Year                  N      Denied
## 373       18476.2700         Year                  Y   Certified
## 374       97353.1500         Year                  N      Denied
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## 376       50067.1600         Year                  Y   Certified
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## 380      197452.1800         Year                  N   Certified
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## 382       53519.5100         Year                  Y   Certified
## 383      142325.7400         Year                  Y   Certified
## 384       74603.2000         Year                  Y      Denied
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## 403       33049.7600         Year                  Y   Certified
## 404      113911.2700         Year                  N      Denied
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## 413       26459.6700         Year                  Y   Certified
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## 415       12367.8600         Year                  Y   Certified
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## 417       79380.0000         Year                  Y   Certified
## 418      108989.7500         Year                  N   Certified
## 419       56188.1300         Year                  Y   Certified
## 420      188992.6300         Year                  N   Certified
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## 423       20141.7000         Year                  Y      Denied
## 424       18679.6300         Year                  Y   Certified
## 425       27280.5300         Year                  N   Certified
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## 427      102915.0700         Year                  Y   Certified
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## 430      113440.6600         Year                  Y   Certified
## 431         547.5103         Hour                  Y   Certified
## 432       31023.4700         Year                  Y   Certified
## 433       95886.8000         Year                  N      Denied
## 434         411.2051         Hour                  Y      Denied
## 435      129450.6400         Year                  N   Certified
## 436       69068.2600         Year                  Y      Denied
## 437       27132.3400         Year                  Y      Denied
## 438       72239.4800         Year                  Y      Denied
## 439       88925.5900        Month                  Y      Denied
## 440       67086.0200         Year                  Y   Certified
## 441       83824.9400         Year                  Y      Denied
## 442       23649.6400         Year                  Y   Certified
## 443      118922.8400         Year                  Y      Denied
## 444         104.2300         Hour                  Y      Denied
## 445      114790.5800         Year                  Y   Certified
## 446      170188.9500         Year                  Y      Denied
## 447        1857.3900         Year                  Y   Certified
## 448      122859.3700         Year                  Y   Certified
## 449       86901.2300         Year                  N   Certified
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## 453       62656.1200         Year                  Y   Certified
## 454      124439.7600         Year                  Y   Certified
## 455       72354.9600         Year                  Y   Certified
## 456       43147.3800         Year                  Y   Certified
## 457         248.6583         Hour                  Y   Certified
## 458      235339.9100         Year                  Y   Certified
## 459       41696.7500         Year                  Y   Certified
## 460       92071.0000         Year                  N   Certified
## 461       46080.7500         Year                  Y   Certified
## 462      172504.7100         Year                  Y   Certified
## 463       40926.8100         Year                  Y   Certified
## 464       95560.4500         Year                  N   Certified
## 465      115034.4600         Year                  Y   Certified
## 466       28280.5300         Year                  Y   Certified
## 467       36979.1600         Year                  Y   Certified
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## 469       71977.5400         Year                  Y   Certified
## 470       27656.0200         Year                  Y      Denied
## 471       50293.8300         Year                  Y   Certified
## 472      143415.7900         Year                  N      Denied
## 473       37830.1600         Year                  Y      Denied
## 474       90094.2200         Year                  Y      Denied
## 475       23389.5300         Year                  Y   Certified
## 476       88698.5100         Year                  Y   Certified
## 477       43697.9400         Year                  Y   Certified
## 478       81724.7200         Year                  Y   Certified
## 479       89443.7200         Week                  Y   Certified
## 480       28237.1300         Year                  Y      Denied
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## 482       24496.7100         Year                  Y   Certified
## 483       67959.4200         Year                  Y   Certified
## 484       27471.4100         Year                  Y   Certified
## 485      132453.4300         Year                  Y   Certified
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## 487      161738.6700         Year                  Y   Certified
## 488       78673.0000         Year                  Y      Denied
## 489       75960.4600         Year                  Y   Certified
## 490       33630.8200         Year                  Y   Certified
## 491       64422.6500         Year                  Y      Denied
## 492       52988.1700         Year                  Y      Denied
## 493         521.0385         Hour                  Y      Denied
## 494      232680.6500         Year                  Y   Certified
## 495      102169.6100         Year                  Y   Certified
## 496       92218.7600         Year                  Y      Denied
## 497      125925.7100         Year                  N   Certified
## 498       24197.9200         Year                  Y   Certified
## 499       97931.9900        Month                  Y   Certified
## 500       61744.5700         Year                  N   Certified
## 501       92549.5200         Year                  N   Certified
## 502       23128.9500         Year                  Y      Denied
## 503       10793.4500         Year                  Y      Denied
## 504      138190.1500         Year                  Y   Certified
## 505       43881.6500         Year                  N   Certified
## 506       98263.2000         Year                  Y   Certified
## 507       25114.1000         Year                  Y   Certified
## 508       23945.3800         Year                  Y   Certified
## 509       19311.8200         Year                  Y   Certified
## 510      144869.0900         Year                  Y   Certified
## 511       63512.5700         Year                  Y   Certified
## 512       76452.7000         Year                  Y      Denied
## 513         795.4405         Hour                  Y   Certified
## 514       66972.4100         Year                  Y   Certified
## 515      256261.7800         Year                  Y   Certified
## 516       85004.9900         Year                  Y   Certified
## 517       98124.9500         Year                  Y   Certified
## 518       13241.6400         Year                  Y   Certified
## 519         572.8227         Hour                  N      Denied
## 520       19838.5100         Year                  Y   Certified
## 521       95018.1700         Year                  Y   Certified
## 522      162988.1200         Year                  Y   Certified
## 523      131023.3700         Year                  Y      Denied
## 524       55076.1600         Year                  Y   Certified
## 525       82450.6800         Year                  Y   Certified
## 526      133468.5800         Year                  Y   Certified
## 527         786.5458         Hour                  Y   Certified
## 528       59136.1300         Year                  Y   Certified
## 529      105987.0700         Year                  Y   Certified
## 530         252.4300         Hour                  N      Denied
## 531       73896.5000         Year                  Y   Certified
## 532       26374.6600         Year                  Y   Certified
## 533      108888.4900         Year                  Y   Certified
## 534      128167.3300         Year                  Y   Certified
## 535       37688.6200         Year                  Y      Denied
## 536       66092.2500         Year                  Y      Denied
## 537       34249.6700         Year                  Y   Certified
## 538       99671.6600         Year                  Y      Denied
## 539       52654.7300         Year                  Y   Certified
## 540      104068.7700         Year                  Y   Certified
## 541       82793.8000        Month                  Y   Certified
## 542      130636.6800         Year                  Y   Certified
## 543       90951.0600         Year                  Y      Denied
## 544       30531.0300         Year                  Y   Certified
## 545       49122.0700         Year                  Y   Certified
## 546      126935.9000         Year                  N   Certified
## 547       79576.5900         Year                  Y      Denied
## 548      206970.6700         Year                  N   Certified
## 549       53077.8800         Year                  Y   Certified
## 550       43231.4700         Year                  Y      Denied
## 551        7777.5500         Year                  Y      Denied
## 552      262189.0000         Year                  N   Certified
## 553       90881.9600         Year                  Y      Denied
## 554      119767.2200         Year                  N   Certified
## 555       53669.9800         Year                  N   Certified
## 556      133170.7000         Year                  N   Certified
## 557         314.6393         Hour                  Y   Certified
## 558       21853.7400         Year                  Y      Denied
## 559      117998.4700         Year                  N      Denied
## 560       11404.5800         Year                  Y   Certified
## 561      122141.5500         Year                  Y      Denied
## 562      153372.7300         Year                  Y   Certified
## 563      103847.9000         Year                  Y   Certified
## 564       82553.1300         Year                  Y      Denied
## 565       27790.8200         Year                  Y   Certified
## 566       97466.9100         Year                  Y   Certified
## 567       57972.2500         Year                  Y   Certified
## 568      130563.1200         Year                  Y   Certified
## 569       35504.9300         Week                  Y      Denied
## 570      109604.4000         Year                  Y   Certified
## 571        7439.9100         Year                  Y   Certified
## 572       80604.6600         Year                  N   Certified
## 573       68564.8500         Year                  Y   Certified
## 574       25942.0300         Year                  Y   Certified
## 575       70445.6700         Year                  Y   Certified
## 576       60158.5900         Year                  Y   Certified
## 577      101026.3900         Year                  Y   Certified
## 578      149452.3000         Year                  Y   Certified
## 579      110382.9000         Year                  Y   Certified
## 580       44040.1100         Year                  Y   Certified
## 581       62328.1600         Year                  Y   Certified
## 582       37049.3400         Year                  Y      Denied
## 583      100524.2800         Year                  Y   Certified
## 584       60561.9500         Year                  Y   Certified
## 585       75815.3900         Year                  Y   Certified
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## 587         832.1100         Year                  Y      Denied
## 588      125926.1800         Year                  Y   Certified
## 589       21428.5800         Year                  Y   Certified
## 590         748.0707         Hour                  Y   Certified
## 591       32228.8200         Year                  Y   Certified
## 592      152569.4600         Year                  Y   Certified
## 593       12210.0100         Year                  Y      Denied
## 594         862.3799         Hour                  Y      Denied
## 595       81285.8800         Year                  Y      Denied
## 596       29099.8100         Year                  Y   Certified
## 597      111681.6600         Year                  N   Certified
## 598      164341.9600         Year                  Y   Certified
## 599      149649.9100         Year                  Y   Certified
## 600       62487.1400         Year                  Y   Certified
## 601       35194.5100         Year                  Y   Certified
## 602       27978.0800         Year                  Y   Certified
## 603       99013.0200         Year                  Y   Certified
## 604       14034.5100         Year                  Y      Denied
## 605       94398.9700         Year                  Y   Certified
## 606       39917.2000         Year                  Y      Denied
## 607       70105.8000         Year                  N   Certified
## 608         671.4491         Hour                  Y   Certified
## 609      137769.4200         Year                  N   Certified
## 610       76138.6400         Year                  Y   Certified
## 611       92324.9100         Year                  Y   Certified
## 612      117587.2600         Year                  Y   Certified
## 613       49684.2300         Year                  Y   Certified
## 614       47844.1200         Year                  N   Certified
## 615       64000.8000         Year                  N      Denied
## 616       47998.7100         Year                  Y   Certified
## 617       98429.3800         Year                  Y   Certified
## 618       35911.8100         Year                  Y   Certified
## 619      200084.9000         Year                  Y   Certified
## 620      132029.1000         Year                  Y   Certified
## 621      138622.7300         Year                  Y   Certified
## 622      105274.6500         Year                  Y   Certified
## 623      250510.6700         Year                  Y   Certified
## 624      209993.7800         Year                  Y      Denied
## 625       77912.6700         Year                  Y   Certified
## 626       86235.9600         Year                  Y   Certified
## 627      144090.1900         Year                  Y   Certified
## 628      147054.8500         Year                  Y   Certified
## 629       73503.7200         Year                  Y   Certified
## 630      123316.7500         Year                  Y   Certified
## 631       81640.6900         Year                  Y   Certified
## 632       53999.5200         Year                  Y   Certified
## 633       28023.6800         Year                  Y   Certified
## 634       30393.5700         Year                  N   Certified
## 635           3.3188         Hour                  Y      Denied
## 636      105225.8800         Year                  Y   Certified
## 637       87165.0000         Year                  Y   Certified
## 638       58800.7600         Year                  Y   Certified
## 639       90643.9300         Year                  Y   Certified
## 640       84698.1700         Year                  N   Certified
## 641      153307.6200         Year                  Y      Denied
## 642       94134.4700         Year                  Y      Denied
## 643       81523.8200         Year                  N   Certified
## 644      165723.2000         Year                  Y      Denied
## 645       74880.6500         Year                  Y   Certified
## 646       51840.3400         Year                  Y   Certified
## 647      110427.5700         Year                  Y   Certified
## 648      113374.5100         Year                  Y   Certified
## 649      134356.0000         Year                  Y   Certified
## 650       21924.2100         Year                  Y   Certified
## 651       48191.1800         Year                  Y   Certified
## 652      125014.6900         Year                  Y   Certified
## 653      146020.7400         Year                  N   Certified
## 654       35021.5900         Year                  Y      Denied
## 655      111289.3900         Year                  Y   Certified
## 656       24055.3900         Year                  Y   Certified
## 657       15506.4000         Week                  Y   Certified
## 658       45029.5000         Year                  N      Denied
## 659       10837.1500         Year                  Y   Certified
## 660       98135.4600         Year                  Y   Certified
## 661       52672.9600         Year                  Y   Certified
## 662      118601.7200         Year                  Y      Denied
## 663       72230.6500         Year                  Y   Certified
## 664      102237.7400         Year                  Y   Certified
## 665       30409.9400         Year                  Y   Certified
## 666       74237.6800         Year                  Y   Certified
## 667       25467.0200         Year                  Y      Denied
## 668         849.4550         Hour                  Y   Certified
## 669       64938.7100         Year                  Y   Certified
## 670      218554.7800         Year                  Y   Certified
## 671        3080.3800         Year                  Y   Certified
## 672      212159.1400         Year                  Y      Denied
## 673         963.0685         Hour                  Y      Denied
## 674       59665.2800         Year                  Y      Denied
## 675      256205.3800         Year                  N   Certified
## 676      116867.5900         Year                  Y   Certified
## 677       98467.8800         Year                  Y   Certified
## 678       20185.7600         Year                  Y   Certified
## 679      140154.9100         Year                  Y   Certified
## 680       65393.2700         Year                  Y      Denied
## 681      142176.7500         Year                  Y   Certified
## 682      107882.3100         Year                  Y      Denied
## 683       35578.6100         Year                  Y      Denied
## 684      104895.3200         Year                  Y   Certified
## 685       31857.8800         Year                  Y   Certified
## 686        3732.4300         Year                  Y      Denied
## 687       92051.7100         Year                  Y   Certified
## 688      101086.7700         Year                  Y   Certified
## 689      110050.5400         Year                  Y   Certified
## 690       92835.6800         Year                  Y   Certified
## 691         574.2465         Hour                  Y      Denied
## 692      113043.1600         Year                  Y   Certified
## 693      148964.5300         Year                  Y   Certified
## 694       73401.2100         Year                  Y   Certified
## 695       62273.3900         Week                  Y   Certified
## 696      106725.3500         Year                  Y   Certified
## 697      143188.4000         Year                  Y   Certified
## 698       53557.1800         Year                  Y   Certified
## 699       86368.9800         Year                  Y      Denied
## 700       68182.6300         Year                  Y   Certified
## 701       41180.8400         Year                  Y   Certified
## 702       51177.1100         Year                  Y      Denied
## 703       26097.4500         Year                  Y   Certified
## 704       90711.5700         Year                  Y      Denied
## 705       27510.7800         Year                  Y   Certified
## 706       45530.1100         Year                  Y   Certified
## 707       60065.9500         Year                  Y   Certified
## 708       80373.1300         Year                  Y   Certified
## 709       92422.7400         Year                  Y   Certified
## 710       37488.0600         Year                  Y   Certified
## 711       31932.6900         Year                  Y   Certified
## 712      128946.0600         Year                  Y      Denied
## 713       24439.1800         Year                  Y   Certified
## 714         138.6900         Hour                  Y      Denied
## 715       44233.5200         Year                  Y   Certified
## 716      101607.4900         Year                  N   Certified
## 717       42704.0000         Year                  Y   Certified
## 718      126746.7900         Year                  Y   Certified
## 719      153573.5600         Year                  Y   Certified
## 720      140381.5100         Year                  N   Certified
## 721      113603.0700         Year                  Y   Certified
## 722       14742.8000         Year                  Y   Certified
## 723       54639.4900         Year                  Y      Denied
## 724         298.1357         Hour                  Y      Denied
## 725       45318.9300         Year                  Y   Certified
## 726       62003.2300         Year                  Y   Certified
## 727       84801.6300         Year                  Y   Certified
## 728       66781.7600         Year                  N   Certified
## 729       17561.4800         Year                  Y      Denied
## 730       25989.8500         Year                  Y   Certified
## 731       60321.9700         Year                  Y   Certified
## 732       91822.7500         Year                  N      Denied
## 733         225.6413         Hour                  Y   Certified
## 734       22871.5300         Year                  Y   Certified
## 735         382.2433         Hour                  Y      Denied
## 736      112102.9800         Year                  Y   Certified
## 737       95310.7400         Year                  Y   Certified
## 738       61829.3100         Year                  Y   Certified
## 739         851.4471         Hour                  Y      Denied
## 740       26055.3000         Year                  Y   Certified
## 741      163906.8800         Year                  N   Certified
## 742       45833.7100         Year                  Y   Certified
## 743       28534.6700         Year                  Y   Certified
## 744       75796.8500         Year                  Y   Certified
## 745         724.0276         Hour                  Y   Certified
## 746       43425.9300         Year                  Y   Certified
## 747         698.9778         Hour                  Y   Certified
## 748       21765.1000         Year                  Y   Certified
## 749      157465.7400         Year                  Y   Certified
## 750         630.2337         Hour                  Y   Certified
## 751       23969.4500         Year                  Y   Certified
## 752      111720.0800         Year                  Y      Denied
## 753      102986.3400         Year                  Y   Certified
## 754       88664.7700         Year                  Y   Certified
## 755      101292.3300         Year                  Y   Certified
## 756       18251.1000         Year                  Y      Denied
## 757      108690.7900         Year                  Y   Certified
## 758       88468.4100         Year                  Y      Denied
## 759      170788.7800         Year                  Y   Certified
## 760       69984.7900         Year                  Y      Denied
## 761       68640.8900         Year                  Y   Certified
## 762      129255.9100         Year                  Y   Certified
## 763       81707.9600         Year                  Y   Certified
## 764       60937.3500         Year                  Y   Certified
## 765      135441.4700         Year                  Y   Certified
## 766       65500.1900         Year                  Y   Certified
## 767      108235.7200         Year                  Y   Certified
## 768       31190.5600         Year                  Y   Certified
## 769       36600.6600         Year                  Y   Certified
## 770      141020.0400         Year                  Y      Denied
## 771      155605.0200         Year                  Y   Certified
## 772       62446.6900         Year                  Y   Certified
## 773        9939.6700         Year                  Y   Certified
## 774        9693.0600         Year                  Y   Certified
## 775       18332.2500         Year                  Y      Denied
## 776       77487.0800         Year                  Y   Certified
## 777       50417.7800         Year                  Y   Certified
## 778       76900.0500         Year                  Y   Certified
## 779       40475.4100         Year                  Y   Certified
## 780       46457.5300         Year                  Y   Certified
## 781         491.9991         Hour                  Y   Certified
## 782       38962.3400         Year                  Y   Certified
## 783       35244.7000         Year                  Y   Certified
## 784       72479.7600         Year                  N   Certified
## 785       13324.9100         Year                  N   Certified
## 786         438.8550         Hour                  Y      Denied
## 787       33645.7500         Year                  Y   Certified
## 788       39848.7800         Year                  N   Certified
## 789       47773.5000         Year                  Y   Certified
## 790         868.2749         Hour                  N      Denied
## 791       14125.3600         Year                  Y   Certified
## 792      143921.5800         Year                  Y      Denied
## 793       17773.5300         Year                  Y   Certified
## 794       87966.4700         Year                  Y   Certified
## 795       20314.1400         Year                  Y   Certified
## 796       22667.4600         Year                  N   Certified
## 797      108527.7900         Year                  Y   Certified
## 798       30077.2500         Year                  Y   Certified
## 799       26164.4700         Year                  Y      Denied
## 800       28611.1100         Year                  Y      Denied
## 801      127242.7900         Year                  Y      Denied
## 802         924.8300         Year                  Y      Denied
## 803       39353.2200         Year                  Y   Certified
## 804       54981.4400         Year                  Y   Certified
## 805      119943.8800         Year                  Y      Denied
## 806       61680.2300         Year                  Y   Certified
## 807       16196.9900         Year                  Y   Certified
## 808      162410.9500         Year                  N   Certified
## 809       80375.2500         Year                  Y   Certified
## 810       71113.2000         Year                  Y   Certified
## 811      116374.6900         Year                  Y      Denied
## 812         298.8956         Hour                  Y   Certified
## 813         185.2334         Hour                  Y      Denied
## 814       34770.1000         Year                  Y   Certified
## 815       98261.8500         Year                  Y   Certified
## 816       82110.6800         Year                  Y      Denied
## 817       87058.7800         Year                  Y   Certified
## 818      135763.0500         Year                  N      Denied
## 819       96786.8800         Year                  Y   Certified
## 820      221944.2200         Year                  Y   Certified
## 821      171890.0500         Year                  Y   Certified
## 822       50282.8000         Year                  Y      Denied
## 823       27532.5200         Year                  Y   Certified
## 824       53970.4500         Year                  Y      Denied
## 825        4371.1400         Year                  Y   Certified
## 826       45855.8800         Week                  Y   Certified
## 827       22815.2700         Year                  Y   Certified
## 828      101072.9900         Year                  Y   Certified
## 829       82062.2900         Year                  Y   Certified
## 830      120260.9600         Year                  N   Certified
## 831      101824.5000         Year                  Y   Certified
## 832       34229.4500         Year                  Y   Certified
## 833      129701.9400         Year                  Y   Certified
## 834       66433.7900         Year                  N   Certified
## 835       27828.0800         Year                  Y      Denied
## 836       69435.5400         Year                  Y   Certified
## 837       10084.1100         Year                  Y      Denied
## 838       64888.1200         Year                  Y   Certified
## 839       47639.5600         Year                  Y   Certified
## 840          61.1329         Hour                  Y      Denied
## 841       87397.1900         Year                  Y   Certified
## 842      105974.3300         Year                  Y   Certified
## 843       79908.7300         Year                  Y   Certified
## 844      113260.0700         Year                  Y      Denied
## 845      103232.1000         Year                  Y      Denied
## 846       75257.3000         Year                  Y   Certified
## 847      105748.8300         Year                  Y   Certified
## 848         122.5500         Hour                  Y   Certified
## 849         702.8717         Hour                  Y   Certified
## 850      109611.5500         Year                  Y   Certified
## 851         746.5986         Hour                  Y      Denied
## 852       72618.3500         Year                  Y   Certified
## 853         216.1500         Hour                  Y      Denied
## 854       97504.0700         Year                  N   Certified
## 855      142827.0700         Year                  N   Certified
## 856       75098.7900         Year                  Y      Denied
## 857      104593.3700         Year                  Y   Certified
## 858       18502.5000         Year                  Y   Certified
## 859      104044.4000         Year                  Y   Certified
## 860       18706.8600         Year                  Y   Certified
## 861       96192.5800         Year                  Y   Certified
## 862       25488.0900         Year                  Y      Denied
## 863       40804.6300         Year                  Y      Denied
## 864       58434.1500         Year                  N   Certified
## 865       20211.1000         Year                  Y      Denied
## 866       65759.7800         Year                  N   Certified
## 867      143194.8500         Year                  Y   Certified
## 868         467.5247         Hour                  Y   Certified
## 869       70544.1200         Year                  Y   Certified
## 870       49248.0800         Year                  Y   Certified
## 871      103164.2600         Year                  Y   Certified
## 872      107772.4200         Year                  Y   Certified
## 873       65842.4000         Year                  Y   Certified
## 874       12759.6300         Year                  Y   Certified
## 875       38933.7000         Year                  Y      Denied
## 876      122324.2200         Year                  N   Certified
## 877          82.0029         Hour                  Y      Denied
## 878         174.5940         Hour                  Y      Denied
## 879       89991.9500         Year                  Y   Certified
## 880      111021.0800         Year                  Y   Certified
## 881      206997.9300         Year                  Y      Denied
## 882       44332.3600         Year                  Y   Certified
## 883      152856.7900         Year                  N      Denied
## 884      143260.4700         Year                  Y   Certified
## 885      215240.7000         Year                  Y   Certified
## 886       86070.8700         Year                  Y      Denied
## 887      103341.3200         Year                  N   Certified
## 888      109033.7200         Year                  Y   Certified
## 889       85647.0600         Year                  Y      Denied
## 890         100.1000         Hour                  Y      Denied
## 891       45108.9200         Year                  Y      Denied
## 892       51408.5700         Year                  Y   Certified
## 893       40030.5600         Year                  Y   Certified
## 894       40223.9700         Year                  Y   Certified
## 895       56651.0900         Year                  Y   Certified
## 896      109111.3700         Year                  Y      Denied
## 897      160323.8400         Year                  Y   Certified
## 898       91167.6400         Year                  Y   Certified
## 899       95415.3000         Year                  Y   Certified
## 900       43427.2700         Year                  Y   Certified
## 901       95920.8700         Year                  Y      Denied
## 902       95745.5800         Year                  Y   Certified
## 903       71594.6200         Year                  Y      Denied
## 904       23954.3100         Year                  Y   Certified
## 905      116577.9400         Year                  Y   Certified
## 906       60750.7900         Year                  Y   Certified
## 907       62213.4900         Year                  N   Certified
## 908       75757.9000         Year                  N      Denied
## 909       72752.6400         Year                  Y      Denied
## 910       91772.5400         Year                  Y   Certified
## 911       95333.4500         Year                  Y   Certified
## 912      172316.3900         Year                  Y   Certified
## 913       71078.6000         Year                  N   Certified
## 914      109177.7300         Year                  N   Certified
## 915      110328.1000         Year                  Y      Denied
## 916      137905.2800         Year                  Y      Denied
## 917       10355.6400         Year                  Y      Denied
## 918       64445.9800         Year                  Y   Certified
## 919       83274.1200         Year                  Y      Denied
## 920       62729.6900         Year                  N   Certified
## 921       37505.2600         Year                  Y   Certified
## 922       71707.3600         Year                  Y   Certified
## 923       90939.9600         Year                  Y   Certified
## 924       14671.6500         Year                  Y   Certified
## 925       68952.0400         Year                  Y   Certified
## 926       24642.8500         Year                  Y   Certified
## 927      149133.3600         Year                  Y   Certified
## 928       28399.2200         Year                  Y   Certified
## 929       62207.6100         Year                  Y   Certified
## 930         597.9000         Year                  Y   Certified
## 931       98871.5800         Year                  Y   Certified
## 932         240.7297         Hour                  Y   Certified
## 933        4855.3500         Year                  Y      Denied
## 934       58820.0800         Year                  Y   Certified
## 935       94129.2800         Year                  Y   Certified
## 936      123273.6800         Year                  Y   Certified
## 937       93179.7000         Year                  Y      Denied
## 938       56474.0800         Year                  Y      Denied
## 939       26803.3400         Year                  Y   Certified
## 940       41178.5600         Year                  Y   Certified
## 941       72863.2000         Year                  Y   Certified
## 942      113052.4800         Year                  N   Certified
## 943      229950.7000         Week                  Y      Denied
## 944       19383.2500         Year                  Y   Certified
## 945      158144.1600         Year                  Y   Certified
## 946      132092.7000         Year                  Y   Certified
## 947       36364.2900         Year                  Y   Certified
## 948      105152.5700         Year                  N   Certified
## 949       40552.4600         Year                  N      Denied
## 950       43614.4900         Year                  Y   Certified
## 951       78916.9600         Year                  Y   Certified
## 952      138315.1400         Year                  Y   Certified
## 953      174812.8400         Year                  Y   Certified
## 954       71761.3600         Year                  N   Certified
## 955       74635.0800         Year                  Y   Certified
## 956       75224.5300         Year                  Y      Denied
## 957       74877.3900         Year                  Y      Denied
## 958       62891.2900         Year                  Y   Certified
## 959      115239.7900         Year                  Y   Certified
## 960       99037.5700         Year                  N      Denied
## 961       97469.6900         Year                  Y      Denied
## 962       69825.5000         Year                  Y      Denied
## 963         276.7576         Hour                  Y      Denied
## 964        3435.9900         Year                  Y   Certified
## 965       32421.0500         Year                  Y      Denied
## 966      122187.3500         Year                  Y   Certified
## 967       62376.1200         Year                  Y   Certified
## 968       41360.5000         Year                  Y   Certified
## 969      103813.1500         Year                  Y   Certified
## 970      139924.1400         Year                  Y   Certified
## 971       32341.1200         Year                  Y   Certified
## 972       26217.3400         Year                  Y   Certified
## 973       65227.9900         Year                  Y   Certified
## 974       81132.1500         Year                  Y   Certified
## 975       79079.8700         Year                  Y   Certified
## 976      132150.7300         Year                  Y   Certified
## 977       98867.4700         Year                  Y   Certified
## 978         311.1659         Hour                  Y   Certified
## 979       41439.8700         Year                  Y   Certified
## 980      106460.4300         Year                  Y   Certified
## 981       30497.9700         Year                  Y      Denied
## 982       89256.6800         Year                  Y   Certified
## 983       95016.9700         Year                  Y      Denied
## 984       16780.5700         Year                  Y   Certified
## 985       78553.0900         Year                  Y      Denied
## 986      125702.6500         Year                  Y   Certified
## 987       29951.7200         Year                  Y   Certified
## 988      144548.8200         Year                  Y   Certified
## 989       50956.9900         Year                  Y   Certified
## 990       70892.1200         Year                  Y   Certified
## 991       72626.0000         Year                  Y   Certified
## 992       39114.0300         Year                  Y   Certified
## 993      142300.5400         Year                  Y   Certified
## 994         314.2371         Hour                  Y      Denied
## 995       56495.9900         Year                  Y   Certified
## 996          47.4872         Hour                  Y   Certified
## 997      109711.8100         Year                  N      Denied
## 998      208952.0200         Year                  Y   Certified
## 999       88780.7600         Year                  Y      Denied
## 1000      48947.8500         Year                  Y   Certified
## 1001        665.1571         Hour                  Y      Denied
## 1002     173345.7100         Year                  N   Certified
## 1003     124900.1600         Year                  Y   Certified
## 1004        192.8448         Hour                  Y      Denied
## 1005     121287.7200         Year                  N   Certified
## 1006        537.2994         Hour                  Y      Denied
## 1007      98771.7400         Year                  Y   Certified
## 1008     112264.8400         Year                  Y   Certified
## 1009      46305.5400         Year                  N      Denied
## 1010      40719.2600         Year                  Y   Certified
## 1011     144384.1000         Year                  Y   Certified
## 1012     112115.1100         Year                  N      Denied
## 1013      62010.9500         Year                  Y   Certified
## 1014      66828.9000         Year                  Y   Certified
## 1015      94932.0100         Year                  Y      Denied
## 1016      45799.4100         Year                  Y   Certified
## 1017      68950.7900         Year                  Y   Certified
## 1018     110781.9000         Year                  N   Certified
## 1019      44219.3500         Year                  Y      Denied
## 1020     110391.4200         Year                  Y   Certified
## 1021      21110.8200         Year                  Y   Certified
## 1022      40825.9800         Year                  Y      Denied
## 1023     116341.8300         Year                  Y   Certified
## 1024     117134.8400         Year                  Y   Certified
## 1025     122257.1600         Year                  Y   Certified
## 1026       5401.1400         Year                  Y   Certified
## 1027      53741.4800         Year                  Y   Certified
## 1028     150091.7900         Year                  Y   Certified
## 1029      33987.1700         Year                  Y      Denied
## 1030      84393.4400         Year                  Y   Certified
## 1031        231.1253         Hour                  Y   Certified
## 1032      38406.2900         Year                  Y   Certified
## 1033      78213.3700         Year                  Y   Certified
## 1034      63278.7500         Year                  Y   Certified
## 1035     170656.5500         Year                  N   Certified
## 1036      64310.9400         Year                  Y   Certified
## 1037      64069.5300         Year                  Y   Certified
## 1038     148046.9700         Year                  Y      Denied
## 1039     222628.8400         Year                  Y   Certified
## 1040      62170.4700         Year                  Y   Certified
## 1041     120763.9800         Year                  N   Certified
## 1042      25041.8100         Year                  Y   Certified
## 1043        434.3017         Hour                  Y   Certified
## 1044      81492.5000         Year                  Y      Denied
## 1045     161041.9700         Year                  Y   Certified
## 1046      38517.0400         Year                  Y   Certified
## 1047      27952.9700         Year                  Y   Certified
## 1048      45594.6900         Year                  Y   Certified
## 1049     229819.6900         Year                  Y   Certified
## 1050      79230.6700         Year                  N   Certified
## 1051      32222.3600         Year                  Y   Certified
## 1052      52031.8100         Year                  Y   Certified
## 1053     114592.8500         Year                  Y   Certified
## 1054     140100.6500         Year                  Y      Denied
## 1055      88052.6500         Year                  Y   Certified
## 1056     118280.5200         Year                  Y      Denied
## 1057       8352.9900         Week                  Y      Denied
## 1058     114128.0100         Year                  Y   Certified
## 1059      49453.0800         Year                  Y   Certified
## 1060      81359.3500         Year                  Y   Certified
## 1061      91390.8400         Year                  Y   Certified
## 1062      59171.3100         Year                  Y   Certified
## 1063      53348.0000         Year                  Y   Certified
## 1064       5245.1600         Year                  Y   Certified
## 1065     100672.2800         Year                  Y   Certified
## 1066      54887.4900         Year                  Y   Certified
## 1067      54700.7000         Year                  Y   Certified
## 1068      93447.3500         Year                  Y   Certified
## 1069     233641.7200         Year                  Y      Denied
## 1070       9743.1600         Year                  Y   Certified
## 1071     103488.1100         Year                  N   Certified
## 1072      14610.3100        Month                  Y   Certified
## 1073     111803.2700         Year                  Y   Certified
## 1074      39599.3400         Year                  Y   Certified
## 1075      67520.8400         Year                  N   Certified
## 1076      74007.4900         Year                  Y      Denied
## 1077     123953.1600         Year                  Y   Certified
## 1078     146753.2700         Year                  Y   Certified
## 1079     114442.3500         Year                  Y      Denied
## 1080      76039.4400         Year                  Y   Certified
## 1081      15103.3800         Year                  N      Denied
## 1082      12379.7800         Year                  Y      Denied
## 1083     274019.4300         Year                  Y   Certified
## 1084     147951.0500         Year                  Y   Certified
## 1085     176370.3400         Year                  Y   Certified
## 1086     102105.9900         Year                  Y      Denied
## 1087      90325.9400         Year                  Y      Denied
## 1088      31940.6800         Year                  Y   Certified
## 1089        254.7780         Hour                  Y   Certified
## 1090      65908.9200         Year                  Y   Certified
## 1091      18327.0200         Year                  Y      Denied
## 1092     147576.2600         Year                  Y   Certified
## 1093      74098.1600         Year                  Y   Certified
## 1094      60799.9500         Year                  Y   Certified
## 1095       1959.9700         Year                  N   Certified
## 1096     218982.8300         Year                  Y   Certified
## 1097      44966.6100         Year                  Y   Certified
## 1098     163069.5100         Year                  Y   Certified
## 1099      10580.0900         Year                  N      Denied
## 1100     115097.5400         Year                  Y   Certified
## 1101      41539.9600         Year                  Y   Certified
## 1102        423.9009         Hour                  Y   Certified
## 1103     120172.8800         Year                  Y   Certified
## 1104      45460.5800         Year                  Y   Certified
## 1105     141643.1000         Year                  N   Certified
## 1106      55450.8000         Year                  Y   Certified
## 1107     126336.2800         Year                  Y   Certified
## 1108     205407.1800         Year                  N   Certified
## 1109      43633.6900         Year                  N      Denied
## 1110      44724.9200         Year                  Y   Certified
## 1111      82810.1700         Year                  N   Certified
## 1112     154725.5300         Year                  Y   Certified
## 1113      91273.4400         Year                  Y   Certified
## 1114     115757.2900         Year                  N   Certified
## 1115      51862.7600         Year                  N   Certified
## 1116      16945.9900         Year                  Y   Certified
## 1117      92773.5800         Year                  Y   Certified
## 1118      43581.4100         Year                  Y   Certified
## 1119      32586.6200         Year                  Y   Certified
## 1120      54679.9800         Year                  Y   Certified
## 1121      18277.8700         Year                  Y      Denied
## 1122     136443.0900         Year                  Y   Certified
## 1123      48603.1100         Year                  Y   Certified
## 1124        160.0882         Hour                  Y      Denied
## 1125      89551.4000         Year                  Y   Certified
## 1126      46574.4300         Year                  Y   Certified
## 1127      89736.4500         Year                  Y   Certified
## 1128     130762.7900         Year                  Y   Certified
## 1129     158559.8600         Year                  Y   Certified
## 1130      98946.9100         Year                  Y   Certified
## 1131      76870.4000         Year                  Y      Denied
## 1132     129136.9300         Year                  Y   Certified
## 1133     151701.9700         Year                  Y      Denied
## 1134     116179.4300         Year                  N   Certified
## 1135      95147.0400         Year                  Y   Certified
## 1136      75854.4900         Year                  Y   Certified
## 1137        880.4029         Hour                  Y   Certified
## 1138      89875.8300         Year                  N   Certified
## 1139     175683.3500         Year                  Y      Denied
## 1140     110798.5300         Year                  Y   Certified
## 1141     103400.4000         Year                  Y   Certified
## 1142      80454.6600         Year                  Y   Certified
## 1143      31191.2800         Year                  Y   Certified
## 1144     174177.4100         Year                  Y   Certified
## 1145         48.0065         Hour                  Y      Denied
## 1146      36450.8500         Year                  Y      Denied
## 1147      51448.5400         Year                  Y   Certified
## 1148         99.3492         Hour                  Y      Denied
## 1149     143988.0100         Year                  Y   Certified
## 1150      68707.7600         Year                  Y   Certified
## 1151       3103.1000         Year                  Y   Certified
## 1152      54769.7600         Year                  Y   Certified
## 1153      25029.8600         Year                  Y   Certified
## 1154      73435.3600         Year                  Y   Certified
## 1155     105576.9100         Year                  Y   Certified
## 1156      82708.2900         Year                  Y   Certified
## 1157     105267.8900         Year                  Y   Certified
## 1158        627.9543         Hour                  Y   Certified
## 1159      58311.8700         Year                  Y   Certified
## 1160      81402.9500         Year                  Y   Certified
## 1161      38556.2300         Year                  Y      Denied
## 1162     156883.8500         Year                  Y   Certified
## 1163     102544.0600         Year                  N   Certified
## 1164      21890.6200         Year                  Y   Certified
## 1165     150034.3800         Year                  Y   Certified
## 1166        178.5724         Hour                  Y   Certified
## 1167      42033.2000         Year                  Y   Certified
## 1168      75368.2800         Year                  Y   Certified
## 1169      76923.4900         Year                  Y      Denied
## 1170      50088.6900         Year                  Y   Certified
## 1171      73402.2800         Year                  Y   Certified
## 1172     136743.2900         Year                  Y   Certified
## 1173     217752.3800         Year                  Y   Certified
## 1174        660.6679         Hour                  Y      Denied
## 1175        737.4472         Hour                  Y      Denied
## 1176      42861.6500         Year                  Y   Certified
## 1177      28952.7600         Year                  Y   Certified
## 1178        649.6394         Hour                  Y      Denied
## 1179     124682.1000         Year                  Y   Certified
## 1180      45295.5700         Year                  Y   Certified
## 1181     123870.9600         Year                  Y   Certified
## 1182      48931.2100         Year                  Y   Certified
## 1183     116153.8000         Year                  Y      Denied
## 1184     127610.6200         Year                  Y   Certified
## 1185     111706.3100         Year                  Y   Certified
## 1186     230984.2800         Year                  Y   Certified
## 1187     128078.9700         Year                  Y   Certified
## 1188     144911.6400         Year                  N   Certified
## 1189      85693.2200         Year                  Y      Denied
## 1190      39501.7900         Year                  N   Certified
## 1191      70186.6600         Year                  Y   Certified
## 1192      58960.9300         Year                  Y      Denied
## 1193      98190.1100         Year                  Y   Certified
## 1194     153304.1500         Year                  Y   Certified
## 1195     223128.2300         Year                  Y   Certified
## 1196     147492.2300         Year                  N   Certified
## 1197      40743.4900         Year                  N   Certified
## 1198      81047.4900         Year                  Y   Certified
## 1199        504.3171         Hour                  Y      Denied
## 1200      67744.5400         Year                  N   Certified
## 1201     124864.4800         Year                  Y   Certified
## 1202     197974.5900         Year                  Y   Certified
## 1203      81534.4300         Year                  Y   Certified
## 1204     246705.0000         Year                  N   Certified
## 1205      91757.5100         Year                  Y   Certified
## 1206      67828.0300         Year                  Y   Certified
## 1207       2984.2400         Year                  Y   Certified
## 1208      74537.8800         Year                  Y   Certified
## 1209     108823.1500         Year                  Y   Certified
## 1210     102101.3100         Year                  Y   Certified
## 1211     115914.2500         Year                  Y   Certified
## 1212     130192.5600         Year                  Y   Certified
## 1213        932.9804         Hour                  Y   Certified
## 1214      57844.4700         Year                  N   Certified
## 1215      31166.4000         Year                  N      Denied
## 1216         10.5551         Hour                  Y      Denied
## 1217        355.6130         Hour                  N      Denied
## 1218       4928.6800         Year                  Y      Denied
## 1219      87773.6400         Year                  N      Denied
## 1220      82414.9800         Year                  Y   Certified
## 1221      53366.3600         Year                  Y   Certified
## 1222      86703.0000         Year                  Y   Certified
## 1223     150646.8400         Year                  Y   Certified
## 1224      37720.3800         Year                  Y   Certified
## 1225      28481.2800         Year                  Y   Certified
## 1226        429.9500         Year                  Y   Certified
## 1227      61071.6200         Year                  Y   Certified
## 1228      74343.7000         Year                  Y   Certified
## 1229      25815.9800         Year                  Y   Certified
## 1230     156520.9400         Year                  Y   Certified
## 1231      54275.5500         Year                  Y   Certified
## 1232     101522.1500         Year                  Y   Certified
## 1233      23576.9400         Year                  Y   Certified
## 1234        594.7953         Hour                  Y      Denied
## 1235        784.2604         Hour                  Y   Certified
## 1236      71264.2600         Year                  Y   Certified
## 1237      72130.7600         Year                  Y   Certified
## 1238     153154.0200         Year                  Y   Certified
## 1239         16.4637         Hour                  Y      Denied
## 1240      41191.3800         Year                  Y   Certified
## 1241        205.2435         Hour                  Y   Certified
## 1242      33311.2200         Year                  Y      Denied
## 1243        518.0265         Hour                  Y   Certified
## 1244      35635.0600         Year                  Y      Denied
## 1245     212459.9000         Year                  Y   Certified
## 1246      80949.5300         Year                  Y   Certified
## 1247     114876.0700         Year                  Y   Certified
## 1248     130181.5900         Year                  Y   Certified
## 1249       1893.7500         Year                  Y   Certified
## 1250      47444.9800         Year                  Y   Certified
## 1251     101535.5200         Year                  Y   Certified
## 1252      28401.6000         Year                  Y   Certified
## 1253     127965.8700         Year                  Y   Certified
## 1254      31701.5800         Year                  Y   Certified
## 1255      55294.6400         Year                  Y      Denied
## 1256       5805.5000         Year                  Y   Certified
## 1257      92395.3900         Year                  Y   Certified
## 1258     107059.9700         Year                  Y   Certified
## 1259      26679.7600         Year                  Y      Denied
## 1260     240266.3400         Year                  Y   Certified
## 1261        109.3200         Hour                  Y   Certified
## 1262      53826.4600         Year                  Y   Certified
## 1263      88794.7100         Year                  Y      Denied
## 1264        278.5388         Hour                  Y   Certified
## 1265      70490.2500         Year                  Y   Certified
## 1266     103294.9400         Year                  Y   Certified
## 1267      42350.9800         Year                  Y   Certified
## 1268     114574.4800         Year                  Y   Certified
## 1269      55247.5500         Year                  Y      Denied
## 1270      61622.9100         Year                  N      Denied
## 1271      24127.8600         Year                  Y   Certified
## 1272     180284.3500         Year                  Y   Certified
## 1273      53013.1000         Year                  N   Certified
## 1274      33990.0500         Year                  Y   Certified
## 1275      68463.9000         Year                  N   Certified
## 1276     166677.8000         Year                  Y   Certified
## 1277      73989.7000         Year                  N   Certified
## 1278       4658.5500         Year                  Y   Certified
## 1279     116630.4300         Year                  Y   Certified
## 1280      68613.7000         Year                  Y   Certified
## 1281      64782.7800         Year                  Y   Certified
## 1282     191710.8000         Year                  Y   Certified
## 1283      33440.8200         Year                  Y      Denied
## 1284      28790.4500         Year                  Y   Certified
## 1285      80991.0800         Year                  Y   Certified
## 1286      92497.0600         Year                  Y   Certified
## 1287      84860.3300         Year                  Y      Denied
## 1288     153215.2000         Year                  N   Certified
## 1289      83733.6100         Year                  Y   Certified
## 1290      79088.4800         Year                  Y   Certified
## 1291     132718.6900         Year                  Y   Certified
## 1292     116441.4200         Year                  Y   Certified
## 1293      33206.0200         Year                  Y   Certified
## 1294        539.4964         Hour                  Y   Certified
## 1295      91344.6900         Year                  Y   Certified
## 1296      92174.0800         Year                  Y      Denied
## 1297      30089.1000         Year                  Y   Certified
## 1298      26041.4200         Year                  Y   Certified
## 1299        138.7600         Hour                  Y      Denied
## 1300     124525.3800         Year                  N   Certified
## 1301      81410.3000         Year                  Y   Certified
## 1302        560.2798         Hour                  Y   Certified
## 1303      45176.5300         Year                  Y      Denied
## 1304      46573.7600         Year                  Y      Denied
## 1305      97247.2200         Year                  Y   Certified
## 1306      57334.1700         Year                  Y   Certified
## 1307      27050.9100         Year                  Y   Certified
## 1308      92869.4700         Year                  N   Certified
## 1309     226090.7200         Year                  Y   Certified
## 1310      61524.1200         Year                  Y      Denied
## 1311      60225.0000         Year                  Y      Denied
## 1312      34696.5100         Year                  Y      Denied
## 1313     135445.7200         Year                  Y   Certified
## 1314     123023.1000         Year                  Y      Denied
## 1315      71114.4500         Year                  Y      Denied
## 1316      87474.2800         Year                  Y      Denied
## 1317      80567.1600         Year                  Y   Certified
## 1318     116498.7000         Year                  Y   Certified
## 1319     100745.5900         Year                  Y   Certified
## 1320     189888.1900         Year                  Y   Certified
## 1321     104952.5400         Year                  Y   Certified
## 1322      38848.0100         Year                  Y   Certified
## 1323        826.7279         Hour                  Y      Denied
## 1324      64825.9000         Year                  Y   Certified
## 1325      30112.2200         Year                  Y   Certified
## 1326      92456.7300         Year                  Y   Certified
## 1327         89.5992         Hour                  Y      Denied
## 1328     137088.3800         Year                  Y   Certified
## 1329      29201.7900         Year                  Y      Denied
## 1330      73508.0600         Year                  Y      Denied
## 1331     136201.7700         Year                  Y      Denied
## 1332     111599.4300         Year                  Y      Denied
## 1333      54240.9400         Year                  Y   Certified
## 1334         17.5190         Hour                  Y   Certified
## 1335      19170.8200         Year                  Y      Denied
## 1336      64889.3600         Year                  N   Certified
## 1337     188640.4900         Year                  N   Certified
## 1338      69583.2800         Year                  Y      Denied
## 1339     120382.7900         Year                  Y   Certified
## 1340     144881.6200         Year                  Y   Certified
## 1341      91520.6900         Year                  Y   Certified
## 1342      92662.9500         Year                  Y      Denied
## 1343      53490.2600         Year                  Y   Certified
## 1344     231949.2700         Year                  Y   Certified
## 1345     120647.0300         Year                  N      Denied
## 1346      87144.2000         Year                  Y      Denied
## 1347         51.6812         Hour                  Y      Denied
## 1348      32384.4500         Year                  Y   Certified
## 1349     124746.0100         Year                  Y   Certified
## 1350      82828.9500         Year                  Y   Certified
## 1351      34791.4200         Year                  Y   Certified
## 1352      61134.9400         Year                  Y   Certified
## 1353      90513.5400         Year                  Y   Certified
## 1354     135100.1700         Year                  Y   Certified
## 1355     139279.2400         Year                  Y   Certified
## 1356      68427.1500         Year                  Y   Certified
## 1357      37256.8400         Year                  Y   Certified
## 1358      53992.8700         Year                  Y   Certified
## 1359     110169.6100         Year                  Y   Certified
## 1360     254604.0800         Year                  Y   Certified
## 1361      38880.8700         Year                  Y   Certified
## 1362     172647.1800         Year                  Y      Denied
## 1363      22497.0900         Year                  Y   Certified
## 1364     139057.4500         Year                  Y   Certified
## 1365        483.9891         Hour                  Y      Denied
## 1366      29808.9200         Year                  Y   Certified
## 1367      82368.5000         Year                  Y   Certified
## 1368      72230.2100         Year                  Y   Certified
## 1369      32003.9500         Year                  N   Certified
## 1370      54076.8900         Year                  Y   Certified
## 1371     139007.4400         Year                  Y   Certified
## 1372      53900.6100         Year                  Y   Certified
## 1373      34468.6800         Year                  Y      Denied
## 1374      59845.4000         Year                  Y   Certified
## 1375      32867.2900         Year                  Y   Certified
## 1376      20221.8700         Year                  Y   Certified
## 1377      76317.9500         Year                  Y   Certified
## 1378      75458.8000         Year                  N   Certified
## 1379     103123.1100         Year                  Y   Certified
## 1380      36997.1600         Year                  Y      Denied
## 1381      22085.0200         Year                  Y   Certified
## 1382     107157.7000         Year                  Y   Certified
## 1383     147882.4600         Year                  Y   Certified
## 1384     148406.2700         Year                  N   Certified
## 1385      46353.6100         Year                  Y   Certified
## 1386      68281.7300         Year                  Y      Denied
## 1387       2586.0500         Year                  N      Denied
## 1388      68129.0900         Year                  Y   Certified
## 1389       1526.5700         Year                  Y   Certified
## 1390      22196.8600         Year                  Y   Certified
## 1391      64023.9000         Year                  Y   Certified
## 1392       7239.0800         Year                  Y      Denied
## 1393     156458.9000         Year                  Y      Denied
## 1394        746.2808         Hour                  Y      Denied
## 1395      73354.9800         Year                  Y   Certified
## 1396     105990.9800         Year                  Y   Certified
## 1397        261.9979         Hour                  Y   Certified
## 1398      60587.3300         Year                  Y   Certified
## 1399      99232.4300         Year                  Y   Certified
## 1400      46453.7300         Year                  Y   Certified
## 1401      98876.3800         Year                  Y   Certified
## 1402     105072.4000         Year                  Y   Certified
## 1403      46333.5100         Year                  Y   Certified
## 1404      82473.0300         Year                  Y      Denied
## 1405      79494.6500         Year                  Y      Denied
## 1406     200150.0400         Year                  Y   Certified
## 1407      53783.9300         Year                  Y   Certified
## 1408       5324.6600         Year                  Y   Certified
## 1409      95887.8200         Year                  Y   Certified
## 1410         21.1327         Hour                  Y   Certified
## 1411      20330.5200         Year                  Y   Certified
## 1412      41225.4100         Year                  Y   Certified
## 1413     174702.9000         Year                  Y   Certified
## 1414      17993.3800         Year                  Y   Certified
## 1415     146066.4100         Year                  Y   Certified
## 1416        622.9059         Hour                  Y      Denied
## 1417      49111.2800         Year                  Y   Certified
## 1418      66846.8400         Year                  Y   Certified
## 1419      18876.3500         Year                  Y   Certified
## 1420      56203.2500         Year                  Y   Certified
## 1421     137362.7700         Year                  Y      Denied
## 1422     164308.3800         Year                  Y   Certified
## 1423      86751.8700         Year                  Y      Denied
## 1424      79221.0200         Year                  Y   Certified
## 1425      86580.4000         Year                  Y      Denied
## 1426      81043.7200         Year                  Y      Denied
## 1427        655.9658         Hour                  Y   Certified
## 1428      10332.4700         Year                  Y   Certified
## 1429      95080.0300         Year                  Y      Denied
## 1430      47422.7800         Year                  Y   Certified
## 1431      87926.3100         Year                  Y   Certified
## 1432      53804.4900         Year                  Y   Certified
## 1433      99865.6700         Year                  Y   Certified
## 1434      56975.7700         Year                  Y   Certified
## 1435     119692.8500         Year                  Y   Certified
## 1436      31579.1400         Year                  Y   Certified
## 1437     109641.3600         Year                  Y      Denied
## 1438      61440.8300         Year                  Y   Certified
## 1439      83202.7200         Year                  Y   Certified
## 1440     115350.1500         Year                  Y      Denied
## 1441     150029.1300         Year                  N   Certified
## 1442      30991.3800         Year                  Y   Certified
## 1443      98991.5500         Year                  Y   Certified
## 1444        104.4900         Hour                  Y      Denied
## 1445     196098.3900         Year                  Y   Certified
## 1446      35436.6000         Year                  Y      Denied
## 1447     136661.8700         Year                  Y   Certified
## 1448     184236.8300         Year                  Y   Certified
## 1449      88523.9300         Year                  Y      Denied
## 1450      37301.1600         Year                  Y      Denied
## 1451      14630.3000         Year                  Y   Certified
## 1452        782.5254         Hour                  Y      Denied
## 1453      47472.4300         Year                  Y   Certified
## 1454      28063.3000         Year                  Y      Denied
## 1455      13272.6400         Year                  Y      Denied
## 1456      32900.4000         Year                  Y   Certified
## 1457      95227.8700         Year                  Y   Certified
## 1458     149262.8600         Year                  N   Certified
## 1459      31990.7500         Year                  Y   Certified
## 1460      70312.5000         Year                  Y   Certified
## 1461      97701.0100         Year                  Y   Certified
## 1462      35823.4700         Year                  Y   Certified
## 1463      51343.3900         Year                  Y   Certified
## 1464      56133.2300         Year                  Y      Denied
## 1465     101424.4600         Year                  Y   Certified
## 1466      97822.3400         Year                  Y   Certified
## 1467      29272.6100         Year                  Y   Certified
## 1468      13480.7500         Year                  Y      Denied
## 1469     115752.5700         Year                  N   Certified
## 1470      96715.6600         Year                  Y   Certified
## 1471     185938.2500         Week                  Y   Certified
## 1472      39306.0300         Year                  Y   Certified
## 1473      43420.1100         Year                  Y   Certified
## 1474      74094.4800         Year                  Y      Denied
## 1475      58285.0700         Year                  Y   Certified
## 1476      63376.5500         Year                  Y   Certified
## 1477      64920.2200         Year                  Y   Certified
## 1478     148824.0500         Year                  Y   Certified
## 1479     122465.2100         Year                  Y   Certified
## 1480       9371.9900         Year                  Y   Certified
## 1481      43053.9800         Year                  Y   Certified
## 1482     172541.7200         Year                  Y   Certified
## 1483      82569.0600         Year                  Y      Denied
## 1484       9454.8600         Year                  Y   Certified
## 1485      46332.4300         Year                  Y   Certified
## 1486        134.0617         Hour                  Y      Denied
## 1487       2421.1400         Year                  Y   Certified
## 1488      51749.9000         Year                  Y   Certified
## 1489      92564.3400         Year                  Y   Certified
## 1490      59595.2700         Year                  Y   Certified
## 1491        446.2400         Year                  Y   Certified
## 1492      72782.7200         Year                  Y   Certified
## 1493      12048.7400         Year                  Y      Denied
## 1494      43761.2500         Year                  Y   Certified
## 1495      78245.1800         Year                  Y   Certified
## 1496     118865.9900         Year                  Y   Certified
## 1497      41051.2100         Year                  Y      Denied
## 1498     123285.6900         Year                  N      Denied
## 1499      41392.7800         Year                  Y      Denied
## 1500      74696.2900         Year                  N   Certified
## 1501      91121.7900         Year                  Y      Denied
## 1502      91667.0500         Year                  Y   Certified
## 1503     139260.0100         Year                  Y      Denied
## 1504        649.5659         Hour                  Y      Denied
## 1505      31321.1800         Year                  Y   Certified
## 1506     107614.5900         Year                  Y   Certified
## 1507        835.3447         Hour                  Y   Certified
## 1508      32502.7400         Year                  N   Certified
## 1509     155423.2400         Year                  Y   Certified
## 1510        103.9300         Hour                  Y      Denied
## 1511      75492.6100         Year                  Y   Certified
## 1512       8533.3800         Year                  Y   Certified
## 1513      58729.5300         Year                  Y   Certified
## 1514      42976.8200         Year                  Y      Denied
## 1515     165262.0800         Year                  N   Certified
## 1516     107464.3100         Year                  Y   Certified
## 1517     111423.1300         Year                  Y   Certified
## 1518      36576.8600         Year                  Y   Certified
## 1519      77697.2100         Year                  Y      Denied
## 1520      45238.9900         Year                  Y   Certified
## 1521        216.6439         Hour                  Y      Denied
## 1522       8257.3500         Year                  Y   Certified
## 1523        319.3600         Year                  Y   Certified
## 1524      80340.8900         Year                  N   Certified
## 1525      68918.5800         Year                  Y   Certified
## 1526      34713.9100         Year                  Y      Denied
## 1527      90217.9000         Year                  Y      Denied
## 1528      55486.2200         Year                  Y   Certified
## 1529      79436.2600         Year                  Y   Certified
## 1530      80898.6900         Year                  Y   Certified
## 1531      79157.5700         Year                  Y   Certified
## 1532     139973.6300        Month                  Y   Certified
## 1533      14995.9300         Year                  Y      Denied
## 1534     143857.6200         Year                  Y   Certified
## 1535      74102.3900         Year                  N   Certified
## 1536      72809.7800         Year                  Y   Certified
## 1537      38581.1200         Year                  Y   Certified
## 1538     200234.6700         Year                  Y   Certified
## 1539     144782.6600         Year                  Y   Certified
## 1540      84581.2000         Year                  N      Denied
## 1541       4728.7000         Year                  Y   Certified
## 1542      74215.5500         Year                  Y   Certified
## 1543      56501.7500         Year                  Y   Certified
## 1544     122387.2800         Year                  Y   Certified
## 1545      47084.3500         Year                  Y      Denied
## 1546     101147.7600         Year                  Y      Denied
## 1547      96683.5200         Year                  Y   Certified
## 1548      71700.4300         Year                  Y   Certified
## 1549      68690.8000         Year                  Y   Certified
## 1550     107686.6800         Week                  Y   Certified
## 1551     166871.5800         Year                  Y   Certified
## 1552     109933.3800         Year                  Y   Certified
## 1553     103525.1700         Year                  Y      Denied
## 1554      99478.6700         Year                  Y   Certified
## 1555      42983.0700         Year                  Y   Certified
## 1556      13391.3400         Year                  Y   Certified
## 1557      66022.8100         Year                  Y   Certified
## 1558       7716.7400         Year                  Y   Certified
## 1559      48906.7900         Year                  Y   Certified
## 1560     139640.8900         Year                  Y   Certified
## 1561      31000.3100         Year                  Y   Certified
## 1562      45163.1700         Year                  Y   Certified
## 1563     185986.4000         Year                  Y      Denied
## 1564      91757.4500         Year                  Y   Certified
## 1565     166189.1800         Year                  Y   Certified
## 1566      25191.2000         Year                  Y   Certified
## 1567     104526.5500         Year                  Y   Certified
## 1568     112087.9700         Year                  Y      Denied
## 1569      46366.4600         Year                  Y   Certified
## 1570      55123.3600         Year                  Y      Denied
## 1571      99856.8100         Year                  N   Certified
## 1572     152757.1700         Year                  N      Denied
## 1573     146800.4200         Year                  Y   Certified
## 1574      98988.1000         Year                  Y   Certified
## 1575     108319.7500         Year                  Y   Certified
## 1576      75026.0000         Year                  Y      Denied
## 1577      74053.1100         Year                  Y   Certified
## 1578      26886.4400         Year                  Y      Denied
## 1579      16559.5000         Year                  Y   Certified
## 1580     205508.9500         Year                  Y   Certified
## 1581      43276.8300         Year                  Y      Denied
## 1582      53083.5200         Year                  Y   Certified
## 1583      99789.1600         Year                  Y   Certified
## 1584      63970.9600         Year                  N   Certified
## 1585      99761.7200         Year                  Y   Certified
## 1586        507.9300         Hour                  Y   Certified
## 1587      28224.6400         Year                  Y   Certified
## 1588      49247.1000        Month                  Y   Certified
## 1589     106437.4000         Year                  Y   Certified
## 1590     167582.2500         Week                  Y   Certified
## 1591       1280.0400         Year                  Y   Certified
## 1592      53773.7500         Year                  Y   Certified
## 1593        631.7448         Hour                  Y   Certified
## 1594        714.0764         Hour                  Y      Denied
## 1595     109575.7200         Year                  Y   Certified
## 1596     137449.3400         Year                  N   Certified
## 1597     135479.9900         Year                  Y   Certified
## 1598      70432.2000         Year                  Y   Certified
## 1599      85488.0200         Year                  N      Denied
## 1600     206060.6900         Year                  Y      Denied
## 1601     174495.5500         Year                  N   Certified
## 1602        634.1042         Hour                  Y   Certified
## 1603      55680.6700         Year                  Y   Certified
## 1604     129895.1300         Year                  Y   Certified
## 1605        794.3333         Hour                  Y   Certified
## 1606     111918.6100         Year                  Y      Denied
## 1607      56618.8100         Year                  Y   Certified
## 1608     288318.9100         Year                  Y   Certified
## 1609        156.3038         Hour                  Y      Denied
## 1610     116315.8600         Year                  Y   Certified
## 1611     136289.9800         Year                  Y   Certified
## 1612     119101.4700         Year                  Y   Certified
## 1613      25342.9700         Year                  Y   Certified
## 1614     133493.4900         Year                  Y   Certified
## 1615        116.5558         Hour                  Y      Denied
## 1616      32706.7000         Year                  Y   Certified
## 1617      91823.1700         Year                  Y   Certified
## 1618     122663.9400         Year                  Y      Denied
## 1619      82959.1400         Year                  Y   Certified
## 1620      24821.8000         Year                  Y   Certified
## 1621      56875.6100         Year                  Y   Certified
## 1622     107487.4600         Year                  N   Certified
## 1623      94520.5400         Year                  Y   Certified
## 1624      37953.0100         Year                  Y      Denied
## 1625      71986.7500         Year                  Y   Certified
## 1626      22779.5700         Year                  Y      Denied
## 1627     131928.6100         Year                  Y   Certified
## 1628      42733.5700         Year                  Y   Certified
## 1629     130860.1700         Year                  Y   Certified
## 1630      26176.3300         Year                  N      Denied
## 1631        122.5700         Hour                  Y      Denied
## 1632        566.4743         Hour                  Y   Certified
## 1633      55928.4900         Year                  Y   Certified
## 1634      96194.2200         Year                  Y   Certified
## 1635      87580.0400         Year                  Y      Denied
## 1636      34825.1200         Year                  Y      Denied
## 1637     150657.2500         Year                  Y      Denied
## 1638      70211.3200         Year                  Y   Certified
## 1639     100700.1600         Year                  Y   Certified
## 1640      93528.6600        Month                  Y   Certified
## 1641     106043.7800         Year                  Y   Certified
## 1642      94876.7000         Year                  Y      Denied
## 1643     160847.0000         Year                  Y      Denied
## 1644      92672.9800         Year                  Y   Certified
## 1645      84510.8700         Year                  Y   Certified
## 1646     199427.9800         Year                  N      Denied
## 1647      89778.6400         Year                  Y   Certified
## 1648      81413.4000         Year                  N      Denied
## 1649     117906.3000         Year                  Y      Denied
## 1650      50474.1000         Year                  Y   Certified
## 1651      95078.3600         Year                  N   Certified
## 1652      44342.0200         Year                  Y   Certified
## 1653     118840.4400         Year                  N      Denied
## 1654     140471.1000         Year                  N   Certified
## 1655     144472.0300         Year                  N      Denied
## 1656     125908.4200         Year                  Y   Certified
## 1657      38238.6300         Year                  Y   Certified
## 1658      52239.4300         Year                  Y   Certified
## 1659      35241.5200         Year                  Y   Certified
## 1660      48296.4200         Year                  Y      Denied
## 1661     112795.2800         Year                  Y      Denied
## 1662      47553.9400         Year                  Y   Certified
## 1663      87049.4300         Year                  Y      Denied
## 1664     107747.4900         Year                  Y   Certified
## 1665      56448.7400         Year                  Y   Certified
## 1666        530.5959         Hour                  Y      Denied
## 1667     140285.2600         Year                  Y   Certified
## 1668      89248.4000         Year                  Y   Certified
## 1669      85740.6800         Year                  Y   Certified
## 1670      41969.8700         Year                  Y   Certified
## 1671      34040.8600         Year                  Y      Denied
## 1672        730.4062         Hour                  Y      Denied
## 1673      92085.6900         Year                  Y      Denied
## 1674      20881.6600         Year                  Y   Certified
## 1675       3935.5200         Year                  Y   Certified
## 1676      99875.9200         Year                  Y   Certified
## 1677        510.5607         Hour                  Y      Denied
## 1678      11781.1200         Year                  Y   Certified
## 1679      30088.2000         Year                  Y   Certified
## 1680      82262.6300         Year                  Y   Certified
## 1681      93617.3800         Year                  Y      Denied
## 1682      11894.2200         Year                  Y   Certified
## 1683      30362.6100         Year                  Y   Certified
## 1684      29140.2800         Year                  Y   Certified
## 1685      30076.9700         Year                  Y   Certified
## 1686     122018.8700         Year                  Y   Certified
## 1687      80032.3400         Year                  Y   Certified
## 1688      52815.2500         Year                  Y   Certified
## 1689      77201.6400         Year                  Y   Certified
## 1690     119288.0700         Year                  Y   Certified
## 1691      43336.2600         Year                  Y   Certified
## 1692     149640.4400         Year                  N   Certified
## 1693     244457.4800         Year                  Y   Certified
## 1694      20551.7700         Year                  Y   Certified
## 1695      27914.5900         Year                  Y   Certified
## 1696     118230.7100         Year                  Y      Denied
## 1697      95726.7700         Year                  N      Denied
## 1698      60040.5500         Year                  Y   Certified
## 1699        600.4991         Hour                  Y   Certified
## 1700      22924.7600         Year                  Y   Certified
## 1701     177310.4900         Year                  N   Certified
## 1702      54019.2900         Year                  Y   Certified
## 1703      52833.9100         Year                  N      Denied
## 1704      67786.7700         Year                  N      Denied
## 1705      69121.5000         Year                  Y      Denied
## 1706      46483.4900         Year                  Y   Certified
## 1707     125796.2600         Year                  N   Certified
## 1708     108218.0500         Year                  N   Certified
## 1709      39782.2400         Year                  Y      Denied
## 1710     215516.0400         Year                  Y   Certified
## 1711      96596.8900         Year                  Y      Denied
## 1712     111650.8700         Year                  Y      Denied
## 1713      67377.0900         Year                  Y   Certified
## 1714      96832.4400         Year                  Y      Denied
## 1715      53169.1800         Year                  Y   Certified
## 1716     111506.2700         Year                  Y   Certified
## 1717      25645.3300         Year                  Y      Denied
## 1718     157207.7400         Year                  N      Denied
## 1719      56594.4800         Year                  Y   Certified
## 1720      24076.3500         Year                  Y   Certified
## 1721     109866.7100         Year                  Y   Certified
## 1722      77908.9500         Year                  Y   Certified
## 1723      94808.5200         Year                  Y   Certified
## 1724        254.9370         Hour                  Y   Certified
## 1725      32662.9500         Year                  Y      Denied
## 1726      56550.8300         Year                  Y   Certified
## 1727     217043.2900         Year                  N   Certified
## 1728      94507.9400         Year                  Y      Denied
## 1729     118389.7800         Year                  N   Certified
## 1730      65634.2400         Year                  Y   Certified
## 1731     144292.1400         Year                  Y   Certified
## 1732     117674.9500         Year                  Y   Certified
## 1733     115939.7300         Year                  Y   Certified
## 1734      80461.5500         Year                  Y   Certified
## 1735      74515.6600         Year                  N   Certified
## 1736      93779.0000         Year                  Y   Certified
## 1737      80751.0000         Year                  Y   Certified
## 1738      53353.0000         Year                  Y      Denied
## 1739      66445.5900         Year                  Y   Certified
## 1740      39525.7200         Year                  Y      Denied
## 1741      86267.5100         Year                  Y   Certified
## 1742      86065.3400         Year                  Y   Certified
## 1743     136558.1800         Year                  Y   Certified
## 1744      53366.9000         Year                  Y   Certified
## 1745        212.2737         Hour                  Y   Certified
## 1746      90690.8200         Year                  Y      Denied
## 1747      87127.1200         Year                  Y   Certified
## 1748      21533.0100         Year                  Y   Certified
## 1749      23753.0100         Year                  Y   Certified
## 1750      32092.3800         Year                  Y   Certified
## 1751      37593.0300         Year                  Y   Certified
## 1752      47354.7200         Year                  Y      Denied
## 1753      86074.4800         Year                  Y      Denied
## 1754      30981.3500         Year                  Y   Certified
## 1755      57839.9800         Year                  Y   Certified
## 1756     118233.7800         Year                  Y   Certified
## 1757      98408.5400         Year                  Y   Certified
## 1758      61522.1100         Year                  Y   Certified
## 1759      66518.0600         Year                  Y      Denied
## 1760      98011.5800         Year                  Y   Certified
## 1761     149996.6000         Year                  N   Certified
## 1762      58464.3100         Year                  N      Denied
## 1763     119755.9300         Year                  N   Certified
## 1764      66413.1900         Year                  Y   Certified
## 1765      72921.0800         Year                  Y   Certified
## 1766      58325.4900         Year                  Y   Certified
## 1767     168647.8900         Year                  Y   Certified
## 1768      86323.2900         Year                  Y   Certified
## 1769      14316.9100         Year                  Y   Certified
## 1770      78038.2300         Year                  Y   Certified
## 1771      81898.4300        Month                  Y   Certified
## 1772      41467.8800         Year                  Y   Certified
## 1773      40174.7000         Year                  Y      Denied
## 1774      77357.7700         Year                  Y   Certified
## 1775      93043.6200         Year                  Y   Certified
## 1776      69884.0100         Year                  Y   Certified
## 1777      11091.8000         Year                  Y   Certified
## 1778      56979.8000         Year                  Y   Certified
## 1779     139860.5100         Year                  N   Certified
## 1780      96294.8900         Year                  Y      Denied
## 1781      93989.8700         Year                  N      Denied
## 1782      44049.4900         Year                  Y   Certified
## 1783      28565.9700         Year                  Y   Certified
## 1784      92964.4300         Year                  Y   Certified
## 1785     104025.1200         Year                  Y   Certified
## 1786      83917.3400         Year                  Y      Denied
## 1787      91320.9400         Year                  Y   Certified
## 1788      52287.6400         Year                  Y   Certified
## 1789      80534.2600         Year                  Y   Certified
## 1790      44608.7100         Year                  Y   Certified
## 1791     101347.2400         Year                  N      Denied
## 1792     187140.6700         Year                  Y   Certified
## 1793      10474.0500         Year                  N      Denied
## 1794      67351.4200         Year                  Y   Certified
## 1795     168220.7400         Year                  Y   Certified
## 1796      22362.3800         Year                  N   Certified
## 1797      98700.8700         Year                  Y   Certified
## 1798      90669.2200         Year                  Y   Certified
## 1799     152899.2300         Year                  N   Certified
## 1800      78310.6900         Year                  Y      Denied
## 1801      52271.8500         Year                  Y   Certified
## 1802      74358.9800         Year                  Y   Certified
## 1803     242146.4800         Year                  Y   Certified
## 1804      44555.1200         Year                  Y   Certified
## 1805      60935.1800         Year                  Y   Certified
## 1806     161331.0100         Year                  Y   Certified
## 1807     205546.6600         Year                  Y   Certified
## 1808      18998.8200         Year                  Y      Denied
## 1809      25824.7700         Year                  Y   Certified
## 1810        300.9051         Hour                  Y   Certified
## 1811      47486.4500         Year                  Y   Certified
## 1812       1469.2100         Year                  Y   Certified
## 1813      45139.6300         Year                  Y   Certified
## 1814     143481.9800         Year                  N      Denied
## 1815     169851.3500         Year                  Y   Certified
## 1816      33040.5800         Year                  Y      Denied
## 1817      38225.1600         Year                  Y      Denied
## 1818      35866.2300         Year                  Y   Certified
## 1819      68909.1100         Year                  Y      Denied
## 1820       6436.4200         Year                  Y   Certified
## 1821     133371.9600         Year                  Y      Denied
## 1822     216452.6900         Year                  Y      Denied
## 1823     130798.6700         Year                  Y   Certified
## 1824       9998.9700         Year                  Y   Certified
## 1825     113307.5300         Year                  Y   Certified
## 1826      31438.9900         Year                  Y   Certified
## 1827     148325.6900         Year                  Y   Certified
## 1828      22107.6900         Year                  Y   Certified
## 1829      52619.4500         Year                  Y      Denied
## 1830        463.8686         Hour                  Y      Denied
## 1831     123826.1800         Year                  Y   Certified
## 1832      50394.2600         Year                  Y   Certified
## 1833      73991.7800         Year                  Y      Denied
## 1834     135400.7900         Year                  Y      Denied
## 1835        816.7541         Hour                  Y   Certified
## 1836     102037.5800         Year                  Y      Denied
## 1837      30210.1800         Year                  Y   Certified
## 1838     123214.4800        Month                  Y   Certified
## 1839      42039.3700         Year                  Y   Certified
## 1840      33857.5500         Year                  Y      Denied
## 1841      73697.8700         Year                  Y      Denied
## 1842      68680.6600         Year                  Y   Certified
## 1843      95729.3400         Year                  Y   Certified
## 1844      97368.1500         Year                  Y   Certified
## 1845        390.1588         Hour                  Y   Certified
## 1846     143807.1000         Year                  Y   Certified
## 1847      28196.8000         Year                  Y   Certified
## 1848     247545.2300         Year                  Y   Certified
## 1849      57439.5200         Year                  Y   Certified
## 1850      65366.0600         Year                  Y      Denied
## 1851      42496.0800         Year                  Y   Certified
## 1852      52006.3500         Year                  Y   Certified
## 1853      60137.6100         Year                  Y   Certified
## 1854      50688.4500         Year                  Y      Denied
## 1855     104717.3200         Year                  N   Certified
## 1856     165478.4300         Year                  Y   Certified
## 1857     116878.9700         Year                  Y      Denied
## 1858       8818.8200         Year                  Y   Certified
## 1859     150957.1800         Year                  Y   Certified
## 1860      68411.2300         Year                  Y      Denied
## 1861      16196.8600         Year                  N   Certified
## 1862     156500.0000         Year                  Y   Certified
## 1863      49950.2000         Year                  Y   Certified
## 1864     144922.1600         Year                  N   Certified
## 1865      33759.4800         Year                  Y   Certified
## 1866      25742.0500         Year                  Y   Certified
## 1867     137833.9100         Year                  N   Certified
## 1868      87317.1200         Year                  N   Certified
## 1869     144191.4000         Year                  N   Certified
## 1870     135257.9700         Year                  Y      Denied
## 1871     154247.7600         Year                  Y   Certified
## 1872      69076.3400         Year                  Y   Certified
## 1873         50.4192         Hour                  Y   Certified
## 1874      82908.4700         Year                  Y   Certified
## 1875      12521.0700         Year                  Y   Certified
## 1876      25822.1900         Year                  Y      Denied
## 1877     102168.2000         Year                  Y      Denied
## 1878      51357.5000         Year                  Y   Certified
## 1879        350.0159         Hour                  Y      Denied
## 1880      35008.3600         Year                  Y   Certified
## 1881         46.1228         Hour                  Y      Denied
## 1882      72674.6000         Year                  N      Denied
## 1883      78340.7400         Year                  Y      Denied
## 1884     111464.7100         Year                  Y   Certified
## 1885      75010.5800         Year                  Y   Certified
## 1886      59611.3700         Year                  Y   Certified
## 1887      89326.6100         Year                  N   Certified
## 1888      44499.6200         Year                  N   Certified
## 1889      31520.3100         Year                  Y   Certified
## 1890     234139.1700         Year                  Y   Certified
## 1891       5712.9500         Year                  Y   Certified
## 1892      90623.3500         Year                  Y   Certified
## 1893        398.5782         Hour                  Y   Certified
## 1894      66023.2400         Year                  Y   Certified
## 1895     112188.0000         Year                  Y   Certified
## 1896      23183.2300         Year                  Y   Certified
## 1897      82838.4000         Year                  Y   Certified
## 1898      34532.0300         Year                  Y      Denied
## 1899       1508.7200         Year                  Y   Certified
## 1900      41145.7600         Year                  Y      Denied
## 1901      88330.4600         Year                  Y   Certified
## 1902     103868.8900         Year                  Y   Certified
## 1903      87647.0500         Year                  Y      Denied
## 1904     106939.2800         Year                  Y   Certified
## 1905      61606.5100         Year                  Y   Certified
## 1906      41743.4200         Year                  Y   Certified
## 1907      66762.2600         Year                  N      Denied
## 1908      39164.1100         Year                  Y      Denied
## 1909      73335.6100         Year                  Y      Denied
## 1910      91171.2200         Year                  Y   Certified
## 1911      11572.1900         Year                  Y   Certified
## 1912      88459.7700         Year                  Y   Certified
## 1913      35287.1100         Year                  Y   Certified
## 1914      62828.3400         Year                  Y   Certified
## 1915      52608.2700         Year                  Y   Certified
## 1916      78362.6800         Year                  Y   Certified
## 1917     115614.1400         Year                  Y   Certified
## 1918     122561.0900         Year                  Y   Certified
## 1919      46604.3400         Year                  Y   Certified
## 1920      98796.8400         Year                  N   Certified
## 1921     104577.4500         Year                  Y   Certified
## 1922     118092.9800         Year                  Y   Certified
## 1923      74435.3000         Year                  Y   Certified
## 1924      90323.4800         Year                  Y   Certified
## 1925      76221.6800         Year                  Y   Certified
## 1926      83602.2100         Year                  Y   Certified
## 1927      47615.4300         Year                  Y      Denied
## 1928      90844.3600         Year                  Y   Certified
## 1929      13159.8800         Year                  Y      Denied
## 1930      44892.3900         Year                  Y      Denied
## 1931      70580.8500         Year                  Y   Certified
## 1932      68952.7300         Year                  Y   Certified
## 1933      58524.1600         Year                  Y      Denied
## 1934     104657.6800         Year                  Y   Certified
## 1935        410.1235         Hour                  Y   Certified
## 1936     108618.7100         Year                  Y   Certified
## 1937      64849.1700         Year                  Y      Denied
## 1938     116816.0900         Year                  Y   Certified
## 1939      29690.1100         Year                  Y   Certified
## 1940      77546.8000         Year                  Y      Denied
## 1941      21552.6200         Year                  Y      Denied
## 1942      23331.8700         Year                  Y   Certified
## 1943      17916.4600         Year                  Y   Certified
## 1944      12821.6100         Year                  Y   Certified
## 1945      43255.8900         Year                  Y      Denied
## 1946        144.7600         Hour                  Y      Denied
## 1947        328.9512         Hour                  Y      Denied
## 1948      78321.5000         Year                  Y   Certified
## 1949      67149.7500         Year                  Y   Certified
## 1950     169950.7800         Year                  Y   Certified
## 1951     231834.7200         Year                  Y   Certified
## 1952     128004.0600         Year                  N   Certified
## 1953      63085.5300         Year                  Y   Certified
## 1954     101567.6300         Year                  Y   Certified
## 1955     121089.2500         Year                  N   Certified
## 1956     192550.9600         Year                  Y   Certified
## 1957      82472.6800         Year                  Y   Certified
## 1958      60184.4800         Year                  Y      Denied
## 1959     109385.3900         Year                  Y   Certified
## 1960      59101.3800         Year                  Y   Certified
## 1961      80677.4400         Year                  Y   Certified
## 1962      46326.4900         Year                  Y      Denied
## 1963      13062.0900         Year                  Y   Certified
## 1964      36934.3200         Year                  Y      Denied
## 1965     156564.1300         Year                  N   Certified
## 1966      25409.0300         Year                  Y   Certified
## 1967      52731.8200         Year                  Y      Denied
## 1968     141382.3300         Year                  N      Denied
## 1969     124187.6900         Year                  Y   Certified
## 1970     157203.4000         Year                  Y      Denied
## 1971       6702.2400         Year                  Y   Certified
## 1972     147705.3000         Year                  Y   Certified
## 1973     102883.2400         Year                  Y   Certified
## 1974      45343.1500         Year                  Y   Certified
## 1975      87796.8100         Year                  N   Certified
## 1976      12603.9400         Year                  Y   Certified
## 1977      46635.5800         Year                  Y   Certified
## 1978      17879.0800         Year                  Y   Certified
## 1979     143976.1500         Year                  Y   Certified
## 1980      44020.8500         Year                  Y   Certified
## 1981      40006.4700         Year                  Y   Certified
## 1982      67881.5900         Year                  Y   Certified
## 1983     101368.1500         Year                  Y   Certified
## 1984      79274.3900         Year                  Y   Certified
## 1985      61904.8900         Year                  Y      Denied
## 1986     140636.5400         Year                  N   Certified
## 1987      34242.5900         Year                  Y   Certified
## 1988      89747.9300         Year                  Y   Certified
## 1989      38551.6700         Year                  Y   Certified
## 1990      76025.8600         Year                  Y   Certified
## 1991     126548.5900         Year                  Y   Certified
## 1992      58642.4500         Year                  N   Certified
## 1993     103199.4700         Year                  Y   Certified
## 1994      48099.9300         Year                  Y   Certified
## 1995      70884.3400         Year                  Y   Certified
## 1996      54816.4100         Year                  Y   Certified
## 1997      82498.2600         Year                  N      Denied
## 1998     107346.9600         Year                  Y      Denied
## 1999     112623.2000         Year                  Y      Denied
## 2000      90443.2400         Year                  Y   Certified
## 2001       6535.0200         Year                  Y   Certified
## 2002      53360.3500         Year                  Y   Certified
## 2003      55555.2000         Year                  Y      Denied
## 2004     112557.6900         Year                  N      Denied
## 2005        645.3530         Hour                  Y   Certified
## 2006     123919.3400         Year                  Y   Certified
## 2007     104538.1800         Year                  N   Certified
## 2008      13393.2800         Year                  Y   Certified
## 2009      64748.4200         Year                  Y      Denied
## 2010      85089.4700         Year                  Y      Denied
## 2011         10.1111         Hour                  Y      Denied
## 2012      54373.3000         Year                  Y   Certified
## 2013     102323.9200         Year                  Y   Certified
## 2014      20155.9300         Year                  Y   Certified
## 2015      61351.3500         Year                  Y      Denied
## 2016     157604.9500         Year                  Y   Certified
## 2017      60817.1500         Week                  Y      Denied
## 2018      99585.7300         Year                  N   Certified
## 2019     124056.3200         Year                  Y   Certified
## 2020     110924.4300         Year                  Y      Denied
## 2021      18190.7200         Year                  Y   Certified
## 2022        649.1376         Hour                  Y      Denied
## 2023      54713.8700         Year                  Y   Certified
## 2024      86921.7300         Year                  N   Certified
## 2025     131259.9600         Year                  Y   Certified
## 2026     132938.3100         Year                  N   Certified
## 2027     222730.5700         Year                  Y   Certified
## 2028     104664.5000         Year                  Y   Certified
## 2029      33391.0800         Year                  Y   Certified
## 2030       7671.2300         Year                  Y   Certified
## 2031      52874.4100         Year                  Y   Certified
## 2032     120262.0500         Year                  Y   Certified
## 2033      76006.9300         Year                  Y   Certified
## 2034      81203.6800         Year                  Y   Certified
## 2035      39572.0900         Year                  Y      Denied
## 2036      50088.3700         Year                  N   Certified
## 2037        916.3453         Hour                  Y   Certified
## 2038     135757.8900         Year                  Y      Denied
## 2039      33438.6000         Year                  Y   Certified
## 2040     101757.0300         Year                  Y   Certified
## 2041      99258.1700         Year                  N   Certified
## 2042      55394.1700         Year                  Y      Denied
## 2043      62416.6000         Year                  N   Certified
## 2044      16934.8900         Year                  Y      Denied
## 2045       4043.5500         Year                  Y      Denied
## 2046     128514.4200         Year                  Y   Certified
## 2047      20945.6400         Year                  Y   Certified
## 2048      12032.4900         Year                  Y   Certified
## 2049      95418.6500         Year                  Y   Certified
## 2050     211527.0600         Year                  Y   Certified
## 2051      57268.0600         Year                  Y   Certified
## 2052        375.6911         Hour                  Y   Certified
## 2053     150159.1900         Year                  Y   Certified
## 2054      29067.3800         Year                  Y   Certified
## 2055      74586.1100         Year                  N   Certified
## 2056     142144.1100         Year                  Y      Denied
## 2057     101440.7400         Year                  Y      Denied
## 2058      83216.3300         Year                  Y      Denied
## 2059      72055.5400         Year                  Y   Certified
## 2060     126533.1700         Year                  Y   Certified
## 2061      69085.6300         Year                  Y   Certified
## 2062      85412.0500         Year                  Y   Certified
## 2063      28096.6300         Year                  Y   Certified
## 2064      97039.7800         Year                  Y   Certified
## 2065      75659.6800         Year                  Y   Certified
## 2066     145343.0900         Year                  Y   Certified
## 2067     239773.6300         Year                  Y   Certified
## 2068     123244.5200         Year                  Y   Certified
## 2069      30641.3700         Year                  Y   Certified
## 2070      26247.6300         Year                  Y   Certified
## 2071     118320.0000         Year                  Y      Denied
## 2072     104564.2500         Year                  N   Certified
## 2073     108248.9800         Year                  Y   Certified
## 2074      93839.5200         Year                  Y   Certified
## 2075        527.2303         Hour                  Y   Certified
## 2076      47162.7700         Year                  N      Denied
## 2077     104509.0000         Year                  Y   Certified
## 2078      58446.0500         Year                  Y      Denied
## 2079     123049.8800         Year                  Y      Denied
## 2080      51798.2600         Year                  Y   Certified
## 2081        344.2022         Hour                  Y      Denied
## 2082      21945.0400         Year                  Y   Certified
## 2083        959.7729         Hour                  Y   Certified
## 2084     143175.3000         Year                  Y   Certified
## 2085      66344.0700         Year                  Y      Denied
## 2086      75883.6900         Year                  Y   Certified
## 2087      96268.4900         Year                  N      Denied
## 2088      34685.4700         Year                  Y      Denied
## 2089     127381.4600         Year                  Y   Certified
## 2090     122720.1200         Year                  Y   Certified
## 2091      98136.1100         Year                  Y   Certified
## 2092      31653.7100         Year                  Y      Denied
## 2093     135899.2700         Year                  N   Certified
## 2094     130600.5300         Year                  Y   Certified
## 2095     220553.9500         Year                  N   Certified
## 2096        208.5263         Hour                  Y   Certified
## 2097     237539.3200         Year                  N   Certified
## 2098     125531.2900         Year                  Y      Denied
## 2099      44350.3500         Year                  Y   Certified
## 2100     266440.4900         Year                  Y   Certified
## 2101      62436.6300         Year                  Y   Certified
## 2102      46090.1100         Year                  Y      Denied
## 2103      61757.8800         Year                  Y      Denied
## 2104      58725.2300         Year                  Y   Certified
## 2105       4868.4900         Year                  Y      Denied
## 2106      92444.6900         Year                  Y   Certified
## 2107      45106.0500         Year                  N   Certified
## 2108      56741.4400         Year                  Y      Denied
## 2109      47381.0000         Year                  Y   Certified
## 2110      12647.1400         Year                  Y      Denied
## 2111        551.7790         Hour                  Y   Certified
## 2112      68598.6900         Year                  Y      Denied
## 2113      47173.4000         Year                  Y   Certified
## 2114      79964.5600         Year                  N   Certified
## 2115     277281.0100         Year                  N   Certified
## 2116     134316.7900         Year                  N      Denied
## 2117      41823.9500         Year                  N      Denied
## 2118      92817.0400         Year                  N   Certified
## 2119      16118.7700         Year                  Y   Certified
## 2120        108.0400         Hour                  Y      Denied
## 2121      71293.4200         Year                  Y   Certified
## 2122      49956.7900         Year                  Y   Certified
## 2123     111678.6200         Year                  Y   Certified
## 2124      69260.2500         Year                  Y      Denied
## 2125     204663.0300         Year                  N   Certified
## 2126      77136.3500         Year                  Y   Certified
## 2127     148949.8100         Year                  N   Certified
## 2128      44800.3400         Year                  Y   Certified
## 2129      64544.7600         Year                  Y   Certified
## 2130      41649.5600         Year                  N   Certified
## 2131        610.5874         Hour                  Y   Certified
## 2132      15996.7300         Year                  Y   Certified
## 2133      40394.7800         Year                  Y   Certified
## 2134     122056.6400         Year                  Y   Certified
## 2135       8883.4800         Year                  Y   Certified
## 2136     113020.0800         Year                  Y      Denied
## 2137      58235.4400         Year                  Y      Denied
## 2138      87161.0400         Year                  Y   Certified
## 2139      42201.5700         Year                  Y      Denied
## 2140      97343.5600         Year                  N   Certified
## 2141      56844.7600         Year                  Y      Denied
## 2142     107973.4400         Year                  N   Certified
## 2143       9352.4100         Year                  Y   Certified
## 2144     113721.4800         Year                  Y   Certified
## 2145      62806.9200         Year                  Y   Certified
## 2146      51567.4800         Year                  Y   Certified
## 2147      39867.4900         Year                  Y   Certified
## 2148       4942.2500         Year                  Y   Certified
## 2149     105190.0000         Year                  Y   Certified
## 2150     108576.6500         Year                  Y   Certified
## 2151      85858.7400         Year                  Y   Certified
## 2152     137213.7300         Year                  Y   Certified
## 2153        994.1811         Hour                  Y   Certified
## 2154     106017.3600         Year                  Y      Denied
## 2155      72072.2600         Year                  Y   Certified
## 2156     136294.3600         Year                  N   Certified
## 2157      61862.5600         Year                  Y   Certified
## 2158      35486.0700         Year                  Y      Denied
## 2159      84930.6700         Year                  Y   Certified
## 2160        254.5742         Hour                  Y      Denied
## 2161      96967.3500         Year                  Y      Denied
## 2162      25769.7700         Year                  Y      Denied
## 2163     101389.2500         Year                  N      Denied
## 2164      94125.2800         Year                  Y   Certified
## 2165     103107.6900         Year                  Y   Certified
## 2166      65345.5800         Year                  Y   Certified
## 2167      22800.2500         Year                  Y   Certified
## 2168      94583.3600         Year                  Y   Certified
## 2169      41004.7200         Year                  Y   Certified
## 2170     138688.0600         Year                  Y      Denied
## 2171      32805.6000         Year                  Y   Certified
## 2172     133738.1300         Year                  Y      Denied
## 2173     156609.9400         Year                  Y      Denied
## 2174     127180.6700         Year                  Y   Certified
## 2175      63183.8000         Year                  Y   Certified
## 2176      56367.4900         Year                  Y   Certified
## 2177      95089.4800         Year                  Y      Denied
## 2178      57874.1300         Year                  Y   Certified
## 2179      92752.1300         Year                  Y      Denied
## 2180      51725.4700         Year                  Y   Certified
## 2181     104419.0100         Year                  Y   Certified
## 2182      96432.5900         Year                  Y   Certified
## 2183        559.6169         Hour                  Y      Denied
## 2184     109169.8600         Year                  N      Denied
## 2185        923.6500         Year                  Y   Certified
## 2186      83333.0300         Year                  N   Certified
## 2187      54744.9200         Year                  Y   Certified
## 2188     109419.5000         Year                  Y   Certified
## 2189      15260.0800         Year                  Y   Certified
## 2190      85458.4800         Year                  N   Certified
## 2191      19582.5900         Year                  Y   Certified
## 2192     106743.6000         Year                  Y   Certified
## 2193      81730.7000         Year                  Y   Certified
## 2194      49487.5700         Year                  Y   Certified
## 2195      93415.6200         Year                  Y   Certified
## 2196      40802.4200         Year                  Y   Certified
## 2197        574.1964         Hour                  Y   Certified
## 2198       8516.7600         Year                  Y   Certified
## 2199      51864.6800         Year                  Y   Certified
## 2200      40084.4500         Year                  Y   Certified
## 2201      22856.1400         Year                  Y   Certified
## 2202      52603.5900         Year                  Y   Certified
## 2203      10123.2900         Year                  Y   Certified
## 2204     117276.1200         Year                  Y   Certified
## 2205      81615.6300         Year                  Y   Certified
## 2206      52502.3300         Year                  Y   Certified
## 2207      81234.0900         Year                  Y   Certified
## 2208      78496.9300         Year                  Y      Denied
## 2209      84314.0800         Year                  Y   Certified
## 2210       3228.8000         Year                  Y   Certified
## 2211     117123.2600         Year                  Y      Denied
## 2212     144798.5400         Week                  Y   Certified
## 2213      48371.6700         Year                  Y   Certified
## 2214     110257.8800         Year                  Y      Denied
## 2215        288.4735         Hour                  Y   Certified
## 2216     115911.5700         Year                  Y      Denied
## 2217      74552.8800         Year                  Y   Certified
## 2218      55114.0000         Year                  Y   Certified
## 2219        130.6900         Hour                  Y      Denied
## 2220      28152.1000         Year                  Y   Certified
## 2221     178684.3600         Year                  Y   Certified
## 2222        194.0100         Year                  Y      Denied
## 2223     102447.5800         Year                  Y   Certified
## 2224      92431.2600         Year                  Y   Certified
## 2225      32932.7700         Year                  Y      Denied
## 2226        317.7013         Hour                  Y      Denied
## 2227      91379.0600         Year                  Y   Certified
## 2228     155318.7700         Year                  Y   Certified
## 2229      66345.4500         Year                  Y      Denied
## 2230      34294.1300         Year                  Y   Certified
## 2231      83465.5300         Year                  Y   Certified
## 2232      72875.8100         Year                  Y   Certified
## 2233      97618.8200         Year                  Y   Certified
## 2234      28454.7700         Year                  Y   Certified
## 2235      35667.4200         Year                  Y      Denied
## 2236     133904.2400         Year                  Y   Certified
## 2237      70219.0100         Year                  Y   Certified
## 2238      87783.3800         Year                  Y   Certified
## 2239      53906.0700         Year                  Y   Certified
## 2240      31982.4300         Year                  Y   Certified
## 2241      17788.0400         Year                  Y   Certified
## 2242     138516.4300         Year                  Y   Certified
## 2243      42550.3800         Year                  Y   Certified
## 2244      37125.6000         Year                  Y      Denied
## 2245      40663.9800         Year                  Y      Denied
## 2246      52603.4200         Year                  Y   Certified
## 2247      28827.5000         Year                  Y   Certified
## 2248     148048.4300         Year                  Y   Certified
## 2249      67940.3500         Year                  N   Certified
## 2250     153638.3000         Year                  Y   Certified
## 2251      29840.0200         Year                  Y   Certified
## 2252        773.3891         Hour                  Y      Denied
## 2253      42032.0300         Year                  Y   Certified
## 2254     139734.3200         Year                  Y   Certified
## 2255     133534.1800         Year                  Y      Denied
## 2256      57374.8300         Week                  Y   Certified
## 2257      39597.2800         Year                  Y   Certified
## 2258       9289.4600         Year                  Y   Certified
## 2259      66295.3400         Year                  N   Certified
## 2260      26072.0500         Year                  Y   Certified
## 2261     132901.1900         Year                  N   Certified
## 2262      79026.0500         Year                  Y   Certified
## 2263      70807.5100         Year                  Y      Denied
## 2264     114907.5100         Year                  Y      Denied
## 2265      77095.4900         Year                  Y   Certified
## 2266      94141.0000         Year                  Y      Denied
## 2267     155492.2300         Year                  N   Certified
## 2268       1437.9900         Year                  Y   Certified
## 2269      37240.6100         Year                  Y      Denied
## 2270      60890.4300         Year                  Y   Certified
## 2271      39296.5000         Year                  Y   Certified
## 2272     114010.8700         Year                  Y   Certified
## 2273      24370.1700         Year                  Y   Certified
## 2274     275627.5900         Year                  Y   Certified
## 2275      66375.4700         Year                  Y      Denied
## 2276      58043.3600         Year                  Y   Certified
## 2277      18833.1100         Year                  Y      Denied
## 2278      85349.3900         Year                  Y   Certified
## 2279      36991.7400         Year                  Y   Certified
## 2280      99780.4700         Year                  Y   Certified
## 2281     106562.5700         Week                  Y   Certified
## 2282      25803.1900         Year                  Y   Certified
## 2283     112556.7900         Year                  Y   Certified
## 2284      15922.5700         Year                  Y      Denied
## 2285      21979.5500         Year                  Y   Certified
## 2286      93456.3800         Year                  Y   Certified
## 2287     101046.8300         Year                  Y   Certified
## 2288      68263.8600         Year                  Y   Certified
## 2289      43023.2900         Year                  Y      Denied
## 2290      95860.9600         Year                  Y   Certified
## 2291     143969.4700         Year                  N      Denied
## 2292      54288.9000         Year                  Y   Certified
## 2293      16641.1500         Year                  Y   Certified
## 2294      84899.2000         Year                  Y   Certified
## 2295      31247.2200         Year                  Y   Certified
## 2296     101011.9200         Week                  Y   Certified
## 2297      94061.6600         Year                  Y   Certified
## 2298      89394.5000         Week                  Y      Denied
## 2299      99064.6300         Year                  Y   Certified
## 2300      22543.9800         Year                  Y      Denied
## 2301      41441.3900         Year                  Y      Denied
## 2302      68141.7500         Year                  Y      Denied
## 2303      75779.9100         Year                  Y   Certified
## 2304     140366.5200         Year                  Y   Certified
## 2305      63944.8100         Year                  Y   Certified
## 2306      68369.9500         Year                  Y   Certified
## 2307      57223.1800         Year                  Y   Certified
## 2308      50797.6700         Year                  Y   Certified
## 2309      39596.6700         Year                  Y   Certified
## 2310      70403.0000         Year                  Y   Certified
## 2311      33678.6200         Year                  Y   Certified
## 2312      38861.8600         Year                  Y   Certified
## 2313      40372.2900         Year                  Y   Certified
## 2314      34111.8400         Year                  Y   Certified
## 2315      83375.1700         Year                  Y   Certified
## 2316      45079.1300         Year                  Y   Certified
## 2317      96237.9300         Year                  Y   Certified
## 2318      19160.2500         Year                  Y   Certified
## 2319     183201.1500         Year                  Y   Certified
## 2320     127772.0200         Year                  Y   Certified
## 2321     108104.5500         Year                  N   Certified
## 2322      75722.9800         Year                  Y      Denied
## 2323        127.5109         Hour                  Y   Certified
## 2324      59411.5300         Year                  Y      Denied
## 2325      45435.3800         Year                  Y   Certified
## 2326      87483.2100         Year                  Y   Certified
## 2327     135799.4200         Year                  Y   Certified
## 2328      54688.5000         Year                  Y   Certified
## 2329        191.6301         Hour                  Y   Certified
## 2330      68510.5100         Year                  Y   Certified
## 2331      73154.9500         Year                  Y   Certified
## 2332     100078.4200         Year                  N   Certified
## 2333      46438.0300         Year                  Y      Denied
## 2334     105978.8700         Year                  Y   Certified
## 2335      85253.3900         Year                  Y   Certified
## 2336         78.6823         Hour                  Y   Certified
## 2337      48526.0600         Year                  Y   Certified
## 2338      51433.3900         Year                  Y   Certified
## 2339        324.2135         Hour                  Y   Certified
## 2340      64787.5100         Year                  Y   Certified
## 2341      37121.7800         Year                  Y   Certified
## 2342      26525.5000         Year                  Y      Denied
## 2343      44713.3400         Year                  Y   Certified
## 2344      52549.1500         Year                  Y   Certified
## 2345     117043.8800         Year                  Y   Certified
## 2346      33869.9800         Year                  Y      Denied
## 2347        147.3300         Hour                  Y   Certified
## 2348        101.9300         Hour                  Y      Denied
## 2349     249291.1200        Month                  Y   Certified
## 2350      82062.0200         Year                  N      Denied
## 2351      19334.8100         Year                  Y      Denied
## 2352      13459.8700         Year                  Y   Certified
## 2353     182394.8300         Year                  Y   Certified
## 2354     174552.2700         Year                  Y   Certified
## 2355      18008.8400         Year                  Y   Certified
## 2356      94869.9000         Year                  Y   Certified
## 2357     128470.8300         Week                  Y      Denied
## 2358      27591.1500         Year                  Y   Certified
## 2359      41558.4200         Year                  Y      Denied
## 2360      36150.6300         Year                  Y   Certified
## 2361      90259.2600         Year                  Y      Denied
## 2362      33877.3400         Year                  Y   Certified
## 2363     116345.9700         Year                  N   Certified
## 2364      87200.5600         Year                  Y   Certified
## 2365      52313.0400         Year                  N   Certified
## 2366     118031.8900         Year                  Y   Certified
## 2367     292106.5900         Year                  N      Denied
## 2368      69341.9700         Year                  Y   Certified
## 2369      68560.9100         Year                  Y   Certified
## 2370     117156.2100         Year                  Y   Certified
## 2371     117921.5400         Year                  N      Denied
## 2372     153640.8800         Year                  Y      Denied
## 2373      76865.0500         Year                  Y   Certified
## 2374     114187.0100         Year                  Y   Certified
## 2375      73670.7600         Year                  Y   Certified
## 2376     104747.6500         Year                  N   Certified
## 2377     115484.4400         Year                  Y      Denied
## 2378      34245.0500         Week                  Y   Certified
## 2379      60759.6300         Year                  Y   Certified
## 2380        255.9100         Hour                  Y   Certified
## 2381     100686.2000         Year                  Y   Certified
## 2382      68050.1800         Year                  Y   Certified
## 2383     168949.0700         Year                  Y      Denied
## 2384      40925.1500         Year                  Y      Denied
## 2385         74.2851         Hour                  Y      Denied
## 2386     106312.6900         Year                  Y   Certified
## 2387      31801.8400         Year                  Y   Certified
## 2388        230.4357         Hour                  Y      Denied
## 2389      24836.5800         Year                  Y   Certified
## 2390      67162.1500         Year                  Y   Certified
## 2391      49481.7700         Year                  Y      Denied
## 2392     124211.9800         Year                  Y   Certified
## 2393      91127.7000         Year                  Y   Certified
## 2394       7187.5000         Year                  Y   Certified
## 2395      75992.4600         Year                  Y   Certified
## 2396      59243.9000         Year                  Y   Certified
## 2397     163591.2700         Year                  Y      Denied
## 2398      33664.2900         Year                  Y   Certified
## 2399      99784.5600         Week                  Y   Certified
## 2400      48301.7500         Year                  Y      Denied
## 2401     103394.5100         Year                  Y      Denied
## 2402      75483.0700         Year                  Y   Certified
## 2403      96398.5400         Year                  Y      Denied
## 2404      75107.3700         Year                  Y      Denied
## 2405      84717.6400         Year                  N   Certified
## 2406     127279.9600         Year                  N   Certified
## 2407     170332.5000         Year                  Y   Certified
## 2408      67804.7300         Year                  Y   Certified
## 2409     134481.3100         Year                  Y   Certified
## 2410     105407.1100         Year                  Y      Denied
## 2411      67165.0900         Year                  Y      Denied
## 2412      18408.1000         Year                  Y   Certified
## 2413        704.0600         Year                  Y      Denied
## 2414      53571.9900         Year                  Y      Denied
## 2415     234012.1100         Year                  Y   Certified
## 2416      15005.3500         Year                  Y   Certified
## 2417     140681.2300         Year                  Y   Certified
## 2418      47190.8000         Year                  Y      Denied
## 2419     114808.9500         Year                  Y   Certified
## 2420     122580.6200         Year                  Y      Denied
## 2421        926.2305         Hour                  Y   Certified
## 2422      33413.2400         Year                  Y   Certified
## 2423      46083.8900         Year                  Y   Certified
## 2424      31139.1400         Year                  Y   Certified
## 2425        360.0767         Hour                  Y   Certified
## 2426      80224.2100         Year                  Y   Certified
## 2427      73092.0400         Year                  Y   Certified
## 2428      45383.6000         Year                  Y      Denied
## 2429     247009.2400         Year                  Y   Certified
## 2430      22476.1800         Year                  Y   Certified
## 2431      80766.5600         Year                  Y      Denied
## 2432      43387.8100         Year                  Y      Denied
## 2433     114283.4200         Year                  Y   Certified
## 2434     135700.6800         Year                  Y      Denied
## 2435      84824.1000         Year                  Y   Certified
## 2436      70053.6700         Year                  Y   Certified
## 2437     200527.1300         Year                  Y   Certified
## 2438      97524.8500         Year                  Y      Denied
## 2439     193048.6700         Year                  Y   Certified
## 2440     149406.3600         Year                  N   Certified
## 2441     108565.0000         Year                  Y      Denied
## 2442      73542.3300         Year                  Y   Certified
## 2443      62282.5000         Year                  N   Certified
## 2444       2100.5800         Year                  Y   Certified
## 2445      11709.4400         Year                  Y   Certified
## 2446      85601.6400         Year                  Y      Denied
## 2447      54175.9800         Year                  Y      Denied
## 2448     189518.3200         Year                  Y      Denied
## 2449     109026.5700         Year                  Y   Certified
## 2450      59766.8200         Year                  Y   Certified
## 2451     267726.0900         Year                  Y   Certified
## 2452      96787.6700         Year                  Y   Certified
## 2453      82540.6300         Year                  Y   Certified
## 2454      59755.1200         Year                  Y   Certified
## 2455      60036.1800         Year                  Y   Certified
## 2456      42400.5100         Year                  N   Certified
## 2457        307.1653         Hour                  Y      Denied
## 2458     121129.2700         Year                  Y      Denied
## 2459      91132.0200         Year                  Y   Certified
## 2460       6690.6700         Year                  Y      Denied
## 2461      21151.2700         Year                  Y   Certified
## 2462      29163.3300         Year                  Y   Certified
## 2463      63156.0300         Year                  Y   Certified
## 2464      87250.5000         Year                  Y   Certified
## 2465     114878.6900         Year                  Y   Certified
## 2466      83893.8200         Year                  Y   Certified
## 2467     114862.8200         Year                  Y   Certified
## 2468      13657.1300         Year                  Y   Certified
## 2469      89546.2900         Year                  Y   Certified
## 2470       3226.5800         Year                  Y   Certified
## 2471      71434.3800         Year                  Y   Certified
## 2472       5299.5400         Year                  Y   Certified
## 2473      41774.3000         Year                  Y      Denied
## 2474        872.4254         Hour                  Y   Certified
## 2475        178.0827         Hour                  Y   Certified
## 2476      68202.1100         Year                  N   Certified
## 2477      10533.3400         Year                  Y      Denied
## 2478     167775.3200         Year                  Y   Certified
## 2479       3563.6500         Year                  N   Certified
## 2480      28216.5900         Year                  Y   Certified
## 2481      36687.8300         Year                  Y   Certified
## 2482     208805.2400         Year                  Y      Denied
## 2483      88531.7200         Year                  Y   Certified
## 2484     178327.4400         Year                  Y   Certified
## 2485      42739.8000         Year                  Y   Certified
## 2486      56822.1300         Year                  N   Certified
## 2487      63590.3000         Year                  Y   Certified
## 2488     167509.7400         Year                  N   Certified
## 2489      45748.3200         Year                  Y   Certified
## 2490     117643.8800         Year                  Y   Certified
## 2491     149794.7500         Year                  Y   Certified
## 2492      55572.7700         Year                  N   Certified
## 2493         97.6734         Hour                  Y   Certified
## 2494      91627.3700         Year                  Y   Certified
## 2495      73113.7400         Year                  Y      Denied
## 2496      99254.9400         Year                  Y   Certified
## 2497     132234.0000         Year                  Y   Certified
## 2498     127084.5000         Year                  Y   Certified
## 2499     124974.5800         Year                  N   Certified
## 2500     107097.3000         Year                  Y   Certified
## 2501      46609.1800         Year                  Y      Denied
## 2502      40209.7500         Year                  N   Certified
## 2503     107252.4100         Year                  Y   Certified
## 2504      21292.2500         Year                  Y   Certified
## 2505      11970.6000         Year                  Y   Certified
## 2506     108861.9100         Year                  Y   Certified
## 2507     121384.7500         Year                  Y   Certified
## 2508     109447.2000         Year                  Y   Certified
## 2509      47793.8000         Year                  Y   Certified
## 2510     135059.9900         Year                  Y   Certified
## 2511      86288.4500         Year                  Y   Certified
## 2512     129087.0500         Year                  Y      Denied
## 2513     212937.7200         Year                  Y      Denied
## 2514     222098.0900         Year                  Y   Certified
## 2515      86736.3500         Year                  Y   Certified
## 2516      74163.0300         Year                  Y      Denied
## 2517     156514.4300         Year                  N      Denied
## 2518        283.8000         Year                  Y      Denied
## 2519        283.4567         Hour                  Y      Denied
## 2520     280661.1300         Year                  Y   Certified
## 2521        140.8200         Hour                  Y      Denied
## 2522      59555.7000         Year                  Y   Certified
## 2523      29309.9700         Year                  Y   Certified
## 2524      36947.2600         Year                  Y   Certified
## 2525     167821.3600         Year                  Y      Denied
## 2526        721.5274         Hour                  Y      Denied
## 2527      59173.9600         Year                  Y   Certified
## 2528        653.4797         Hour                  Y      Denied
## 2529      50812.1400         Year                  Y   Certified
## 2530     139492.3300         Year                  Y   Certified
## 2531     101541.5300         Year                  Y   Certified
## 2532     141931.0200         Year                  Y      Denied
## 2533     148542.7500         Year                  Y   Certified
## 2534     212371.5900         Year                  Y   Certified
## 2535     113609.5100        Month                  Y      Denied
## 2536      34639.6500         Year                  Y   Certified
## 2537      98871.7800         Year                  Y   Certified
## 2538     163789.9300         Year                  N   Certified
## 2539        798.4000         Year                  Y   Certified
## 2540      38680.3200         Year                  Y   Certified
## 2541      64158.9800         Year                  Y   Certified
## 2542        560.1519         Hour                  Y   Certified
## 2543      22518.4700         Year                  Y   Certified
## 2544      78350.2600         Year                  Y   Certified
## 2545        853.5312         Hour                  Y   Certified
## 2546      89232.9800         Year                  Y   Certified
## 2547      68048.5200         Year                  Y   Certified
## 2548      56520.4300        Month                  Y   Certified
## 2549       2380.1800         Year                  Y   Certified
## 2550      79263.1200         Year                  Y   Certified
## 2551      68634.9900         Year                  Y   Certified
## 2552     277984.5200         Year                  Y   Certified
## 2553     130701.5800         Year                  N      Denied
## 2554      58301.5500         Year                  Y   Certified
## 2555     262852.7100         Year                  Y   Certified
## 2556      52219.2300         Year                  N   Certified
## 2557      92076.6800         Year                  Y   Certified
## 2558       7713.0700         Year                  Y   Certified
## 2559      92833.9500         Year                  Y   Certified
## 2560      16376.6400         Year                  Y   Certified
## 2561      90489.5100         Year                  Y   Certified
## 2562      44831.2000         Year                  Y   Certified
## 2563      86380.3500         Year                  Y   Certified
## 2564      28055.4600         Year                  Y   Certified
## 2565      37223.3900         Year                  Y      Denied
## 2566     132402.1800         Year                  Y      Denied
## 2567     150453.3800         Year                  Y   Certified
## 2568      36443.5600         Year                  N   Certified
## 2569      28845.2400         Year                  Y   Certified
## 2570     108672.2000         Year                  Y   Certified
## 2571      53984.2600         Year                  Y   Certified
## 2572      67889.6900         Year                  Y      Denied
## 2573      17228.3400         Year                  Y   Certified
## 2574      85330.5400         Year                  Y   Certified
## 2575      44447.6700         Year                  Y   Certified
## 2576      50418.0900         Year                  Y   Certified
## 2577      56544.6700         Year                  Y   Certified
## 2578      92211.1800         Year                  Y   Certified
## 2579      39933.2500         Year                  Y   Certified
## 2580      30218.3700         Year                  Y   Certified
## 2581      52644.0500         Year                  Y   Certified
## 2582      30317.3000         Year                  Y   Certified
## 2583      64707.6300         Year                  Y   Certified
## 2584     151206.8600         Year                  Y   Certified
## 2585      61219.4100         Year                  Y   Certified
## 2586      47432.1200        Month                  Y   Certified
## 2587     117602.0200         Year                  Y   Certified
## 2588       3542.1100         Year                  Y   Certified
## 2589      21389.8900         Year                  Y   Certified
## 2590      74494.9200         Year                  Y   Certified
## 2591      23324.6400         Year                  Y   Certified
## 2592      50590.8300         Year                  Y   Certified
## 2593        738.1177         Hour                  Y      Denied
## 2594      42608.2000         Year                  Y   Certified
## 2595     143589.0000         Year                  N   Certified
## 2596      67006.7100         Year                  Y      Denied
## 2597     111059.1900         Year                  Y      Denied
## 2598        773.1065         Hour                  Y      Denied
## 2599     115528.5300         Year                  Y      Denied
## 2600     102100.4300         Year                  N   Certified
## 2601     134269.4300         Year                  Y      Denied
## 2602     135691.4900         Year                  Y      Denied
## 2603     120329.6600         Year                  Y   Certified
## 2604      87322.8700         Year                  N      Denied
## 2605      94386.8900         Year                  Y   Certified
## 2606        692.4637         Hour                  Y   Certified
## 2607      93593.4800         Year                  Y   Certified
## 2608     136631.9000         Year                  Y      Denied
## 2609      11648.0100         Year                  Y   Certified
## 2610      40583.9300         Year                  Y   Certified
## 2611     144511.8900         Year                  N      Denied
## 2612     263877.2100         Year                  Y      Denied
## 2613      44864.7700         Year                  Y      Denied
## 2614     113334.3500         Year                  N      Denied
## 2615      95547.2800         Year                  Y   Certified
## 2616      53735.7200         Year                  Y   Certified
## 2617      90701.8900         Year                  Y   Certified
## 2618      84316.6800         Year                  Y   Certified
## 2619        124.1585         Hour                  Y      Denied
## 2620      33370.5100         Year                  Y      Denied
## 2621      55392.9900         Year                  Y   Certified
## 2622     125750.1000         Year                  Y   Certified
## 2623      79055.1700         Year                  Y      Denied
## 2624      96369.5300         Year                  Y      Denied
## 2625     124235.5300         Year                  Y   Certified
## 2626      43048.6000         Year                  Y   Certified
## 2627     106818.8900         Year                  N      Denied
## 2628      44353.7700         Year                  N   Certified
## 2629         85.9367         Hour                  Y      Denied
## 2630        933.9760         Hour                  Y      Denied
## 2631      92007.4400         Year                  Y   Certified
## 2632      51596.5600         Year                  Y      Denied
## 2633      43300.5700         Year                  Y   Certified
## 2634     138457.4000         Year                  Y   Certified
## 2635      15668.3200         Year                  Y      Denied
## 2636      18819.3000         Year                  Y      Denied
## 2637      15389.4300         Year                  Y   Certified
## 2638      52911.4800         Year                  Y   Certified
## 2639      11852.2400         Year                  Y   Certified
## 2640     106584.6300         Year                  Y   Certified
## 2641        774.2597         Hour                  Y      Denied
## 2642      15108.1500         Year                  Y      Denied
## 2643      76839.6500         Year                  Y      Denied
## 2644      76780.2900         Year                  Y   Certified
## 2645      30147.5700         Year                  Y   Certified
## 2646     103843.6300         Year                  N      Denied
## 2647     155515.1400         Year                  Y   Certified
## 2648     108806.2500         Year                  Y      Denied
## 2649     195755.0900         Year                  N   Certified
## 2650      59514.3700         Year                  Y   Certified
## 2651      57978.2600         Year                  Y      Denied
## 2652      74271.2600         Year                  Y      Denied
## 2653        242.0347         Hour                  Y      Denied
## 2654        113.6100         Hour                  Y      Denied
## 2655      26004.6600         Year                  Y      Denied
## 2656      29910.4000         Year                  Y      Denied
## 2657      37478.1000         Year                  Y   Certified
## 2658      92834.8600         Year                  N   Certified
## 2659     122965.9600         Year                  N      Denied
## 2660      99635.2900         Year                  Y   Certified
## 2661      86434.3300         Year                  N      Denied
## 2662     120180.8100         Year                  N      Denied
## 2663     192658.3300         Year                  Y      Denied
## 2664     124937.0200         Year                  N      Denied
## 2665      51828.9600         Year                  Y   Certified
## 2666      63677.5500         Year                  Y   Certified
## 2667      94583.8700         Year                  Y   Certified
## 2668      69240.6200         Year                  Y      Denied
## 2669      96729.2600         Year                  Y   Certified
## 2670     206170.3400         Year                  Y      Denied
## 2671      71716.8700         Year                  Y   Certified
## 2672        285.1525         Hour                  Y      Denied
## 2673      49402.3400         Year                  N   Certified
## 2674        706.1603         Hour                  Y      Denied
## 2675     139580.0500         Year                  Y   Certified
## 2676     110655.3900         Year                  Y   Certified
## 2677      85786.3400         Year                  Y      Denied
## 2678     139824.3300         Year                  Y   Certified
## 2679      65274.2700         Year                  Y      Denied
## 2680      29001.4800         Year                  Y   Certified
## 2681     110020.6800         Year                  Y   Certified
## 2682      80176.4800         Year                  N      Denied
## 2683      56399.8300         Year                  Y   Certified
## 2684     105438.4800         Year                  N      Denied
## 2685     125349.5200         Year                  Y      Denied
## 2686      94618.7700         Year                  Y      Denied
## 2687      62675.2600         Year                  Y   Certified
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## 2689         65.8154         Hour                  Y      Denied
## 2690      78398.4900         Year                  Y   Certified
## 2691       5088.8100         Year                  Y   Certified
## 2692      64986.0100         Year                  Y   Certified
## 2693      28009.0200         Year                  Y      Denied
## 2694      73853.3300         Year                  Y   Certified
## 2695      49651.9500         Year                  Y      Denied
## 2696     174046.4800         Week                  Y   Certified
## 2697      70516.4800         Year                  Y      Denied
## 2698      90529.8600         Year                  Y      Denied
## 2699      48452.5700         Year                  Y   Certified
## 2700      40806.4400         Year                  Y   Certified
## 2701         47.2736         Hour                  Y      Denied
## 2702     150445.3700         Year                  Y      Denied
## 2703      64255.1400         Year                  Y   Certified
## 2704      77257.0100         Year                  Y      Denied
## 2705      19219.9300         Year                  Y      Denied
## 2706     152043.0400         Year                  Y   Certified
## 2707       3326.6100         Year                  Y   Certified
## 2708      15705.0800         Year                  Y      Denied
## 2709      35382.6600         Year                  Y      Denied
## 2710     150239.1000         Year                  Y      Denied
## 2711        209.8800         Hour                  Y      Denied
## 2712      71086.8200         Year                  Y   Certified
## 2713     100989.9400         Year                  Y      Denied
## 2714     111372.3100         Year                  Y      Denied
## 2715      87896.3100         Year                  Y      Denied
## 2716      88961.1700         Year                  Y   Certified
## 2717      17919.2100         Year                  Y   Certified
## 2718      92217.7300         Year                  Y      Denied
## 2719     230916.6400         Year                  Y   Certified
## 2720        132.0400         Hour                  Y      Denied
## 2721     172744.8600         Year                  Y   Certified
## 2722      94973.9000         Year                  Y      Denied
## 2723        616.5072         Hour                  Y      Denied
## 2724      64222.5700         Year                  Y      Denied
## 2725      22250.6300        Month                  Y   Certified
## 2726      56146.3800         Year                  Y      Denied
## 2727      94016.1900         Year                  Y   Certified
## 2728        173.5091         Hour                  Y      Denied
## 2729      48536.4800         Year                  Y      Denied
## 2730      21930.0800         Year                  Y      Denied
## 2731      92203.6200         Year                  Y      Denied
## 2732      78331.1900         Year                  Y   Certified
## 2733     112679.0200         Year                  Y   Certified
## 2734      32626.7800         Year                  Y      Denied
## 2735      26736.8200         Year                  Y      Denied
## 2736      31158.6900         Year                  Y      Denied
## 2737     133631.8700         Year                  Y      Denied
## 2738      43719.5100         Year                  Y   Certified
## 2739     121244.9000         Year                  N      Denied
## 2740      83777.6500         Year                  N      Denied
## 2741     127951.8500         Year                  N      Denied
## 2742      67552.1900         Year                  N   Certified
## 2743        158.5000         Year                  Y   Certified
## 2744       1454.0300         Year                  Y   Certified
## 2745     158586.0900         Year                  N      Denied
## 2746        776.9489         Hour                  Y   Certified
## 2747     183653.3100         Year                  Y      Denied
## 2748      40905.9100         Year                  Y   Certified
## 2749     115774.9600         Year                  Y      Denied
## 2750      80248.7700         Year                  N      Denied
## 2751     107979.7900         Year                  Y      Denied
## 2752      79583.4600         Year                  Y   Certified
## 2753      50664.6900         Year                  Y   Certified
## 2754      51866.5100         Year                  Y   Certified
## 2755     155518.3600         Year                  Y      Denied
## 2756      95193.2600         Year                  Y   Certified
## 2757      66453.5400         Year                  Y      Denied
## 2758      17940.6100         Year                  Y   Certified
## 2759      31514.0000         Year                  Y      Denied
## 2760      46853.2400         Year                  Y   Certified
## 2761        940.4745         Hour                  Y   Certified
## 2762      69765.8100         Year                  Y      Denied
## 2763      76553.0400         Week                  Y   Certified
## 2764     123087.2100         Year                  Y      Denied
## 2765      12661.7100         Week                  Y   Certified
## 2766     118660.2500         Year                  N      Denied
## 2767     264760.6400         Year                  Y   Certified
## 2768     120669.7600         Year                  Y   Certified
## 2769      34700.6900         Year                  Y      Denied
## 2770     110198.5000         Year                  Y      Denied
## 2771      39063.6600         Year                  Y   Certified
## 2772        571.9348         Hour                  Y   Certified
## 2773        739.7268         Hour                  Y   Certified
## 2774     137545.7800         Year                  Y   Certified
## 2775      85641.4800         Year                  Y      Denied
## 2776      19200.3000         Year                  Y   Certified
## 2777     214629.5600         Year                  N   Certified
## 2778      41965.0200         Year                  Y      Denied
## 2779      69177.8400         Year                  Y      Denied
## 2780        167.9421         Hour                  Y      Denied
## 2781     108783.9300         Year                  Y   Certified
## 2782     110511.4100         Year                  Y      Denied
## 2783      23712.2200         Year                  Y   Certified
## 2784     108936.2200         Year                  Y      Denied
## 2785     136408.6000         Year                  Y      Denied
## 2786      60946.2000         Year                  Y   Certified
## 2787     213253.7900         Year                  Y      Denied
## 2788      42187.8800         Year                  Y      Denied
## 2789      89305.6000         Year                  Y   Certified
## 2790      50144.1100         Year                  Y   Certified
## 2791     137581.4100         Year                  N   Certified
## 2792      66674.8800         Year                  Y   Certified
## 2793      47556.7200         Year                  Y      Denied
## 2794      65753.4300         Year                  Y      Denied
## 2795     122028.1500         Year                  Y      Denied
## 2796      81999.9400         Year                  Y   Certified
## 2797      28657.3400         Year                  Y      Denied
## 2798      28597.7700         Year                  Y   Certified
## 2799     198796.5500         Year                  Y      Denied
## 2800      85624.2400         Year                  Y   Certified
## 2801     195260.9500         Year                  Y   Certified
## 2802      26871.6200         Year                  Y   Certified
## 2803      15197.7000         Year                  Y   Certified
## 2804     121042.0600         Year                  Y      Denied
## 2805      99155.4200         Year                  Y      Denied
## 2806      71051.7400         Year                  Y      Denied
## 2807      87737.3900         Year                  Y   Certified
## 2808      57896.7700         Year                  Y   Certified
## 2809        238.0375         Hour                  Y      Denied
## 2810       5170.4800         Year                  Y      Denied
## 2811     114648.1000         Year                  Y   Certified
## 2812      82253.0300         Year                  Y   Certified
## 2813      52854.6900         Year                  Y   Certified
## 2814      58960.1800         Year                  N      Denied
## 2815     119563.2400         Year                  Y   Certified
## 2816       2469.5900         Year                  Y   Certified
## 2817     121533.2800         Year                  Y      Denied
## 2818      15023.5900         Year                  Y   Certified
## 2819     157950.2900         Year                  Y      Denied
## 2820      94418.0800         Year                  N      Denied
## 2821     139463.7200         Year                  Y      Denied
## 2822     120904.1100         Year                  Y   Certified
## 2823     116894.1000         Year                  N   Certified
## 2824      96547.3200         Year                  Y      Denied
## 2825        311.3324         Hour                  Y      Denied
## 2826      76719.3300         Year                  Y      Denied
## 2827      36549.7700         Year                  Y   Certified
## 2828      84364.3200         Year                  Y      Denied
## 2829      21661.3600         Year                  Y   Certified
## 2830     105545.9900         Year                  Y   Certified
## 2831        100.6600         Hour                  Y   Certified
## 2832      69079.8400         Year                  Y   Certified
## 2833      24386.0500         Year                  Y   Certified
## 2834      98972.7800         Year                  Y      Denied
## 2835      89491.4000         Year                  Y   Certified
## 2836      55029.8200         Year                  Y   Certified
## 2837      86540.1300         Year                  Y      Denied
## 2838     107056.1600         Year                  Y   Certified
## 2839      46924.3600         Year                  Y   Certified
## 2840     115402.7000         Year                  Y   Certified
## 2841      12093.0500         Year                  Y   Certified
## 2842     106628.4000         Year                  Y   Certified
## 2843      83590.6200         Year                  Y      Denied
## 2844      63030.7600         Year                  Y      Denied
## 2845      80195.8800         Year                  Y      Denied
## 2846     212944.0600         Year                  Y      Denied
## 2847       3753.0700         Year                  Y   Certified
## 2848      13830.8000         Year                  Y   Certified
## 2849      52130.2600         Year                  Y   Certified
## 2850     118313.2200         Year                  Y   Certified
## 2851      77330.4300         Year                  Y      Denied
## 2852        151.7829         Hour                  Y      Denied
## 2853      47953.8700         Year                  Y   Certified
## 2854      38618.7100         Year                  Y      Denied
## 2855      91881.0600         Year                  Y   Certified
## 2856      81812.3900         Year                  Y   Certified
## 2857     198071.3400         Year                  N      Denied
## 2858      43389.0200         Year                  Y      Denied
## 2859      77268.2500         Year                  Y   Certified
## 2860     103491.1400         Year                  Y      Denied
## 2861         18.4425         Hour                  Y      Denied
## 2862     267868.5600         Year                  Y      Denied
## 2863        259.5200         Year                  Y      Denied
## 2864     110074.8400         Year                  Y      Denied
## 2865     216708.7400         Year                  N      Denied
## 2866      72873.6100         Year                  Y   Certified
## 2867      54198.0600         Year                  Y   Certified
## 2868      81747.8700         Year                  N      Denied
## 2869     120885.4900         Year                  Y      Denied
## 2870     129628.3900         Year                  Y      Denied
## 2871     114979.2400         Year                  Y   Certified
## 2872      92313.8700         Year                  Y   Certified
## 2873      48773.3300         Year                  Y   Certified
## 2874      93249.4500         Year                  Y      Denied
## 2875     121205.7800         Year                  Y   Certified
## 2876      46493.9300         Year                  Y      Denied
## 2877      75910.1300         Year                  Y      Denied
## 2878      49825.2900         Week                  Y   Certified
## 2879        289.8000         Year                  Y   Certified
## 2880      66234.2700         Year                  Y   Certified
## 2881      69782.6400         Year                  Y      Denied
## 2882     130671.2300         Year                  N   Certified
## 2883      94094.1100         Year                  Y   Certified
## 2884      12586.7300         Year                  Y   Certified
## 2885      52561.2200         Year                  Y      Denied
## 2886      43579.5300         Year                  Y   Certified
## 2887     147570.7200         Year                  N      Denied
## 2888      56041.6900         Year                  Y      Denied
## 2889     142609.9000         Year                  Y      Denied
## 2890      10073.5100         Year                  Y      Denied
## 2891      53892.1000         Year                  Y   Certified
## 2892     171486.2100         Year                  Y      Denied
## 2893     104855.9500         Year                  Y      Denied
## 2894      90314.4400         Year                  Y   Certified
## 2895      12661.0800         Year                  Y   Certified
## 2896       8914.1200         Year                  Y      Denied
## 2897      61891.3100         Year                  Y   Certified
## 2898        103.3600         Hour                  Y      Denied
## 2899      79310.8700         Year                  Y   Certified
## 2900     103762.3100         Year                  Y   Certified
## 2901      60002.5900         Year                  Y      Denied
## 2902      76251.6500         Year                  N      Denied
## 2903      66822.9600         Year                  Y      Denied
## 2904     135428.8200         Year                  Y      Denied
## 2905      42125.6600         Year                  Y      Denied
## 2906     116591.9600         Year                  Y      Denied
## 2907      48288.0900         Year                  Y      Denied
## 2908      47791.2100         Year                  Y   Certified
## 2909     131629.7800         Year                  Y      Denied
## 2910      67632.3700         Year                  Y      Denied
## 2911     149194.8700         Year                  N      Denied
## 2912     105257.6700         Year                  Y   Certified
## 2913        291.2804         Hour                  Y   Certified
## 2914       5303.8600         Year                  Y   Certified
## 2915     143084.6900         Year                  Y      Denied
## 2916     102114.6200         Year                  Y      Denied
## 2917      69372.7500         Year                  Y      Denied
## 2918      90894.8000         Year                  Y      Denied
## 2919     112799.4600         Year                  Y   Certified
## 2920      23697.8800         Year                  Y   Certified
## 2921      58549.4000         Year                  Y      Denied
## 2922     199424.6300         Year                  N   Certified
## 2923      41009.6400         Year                  Y      Denied
## 2924       1366.8900         Year                  Y   Certified
## 2925      49705.6400         Week                  Y      Denied
## 2926      78636.2100         Year                  Y   Certified
## 2927     124873.7400         Year                  Y      Denied
## 2928      35368.2900         Week                  Y   Certified
## 2929      93149.9600         Year                  Y   Certified
## 2930      31386.8100         Year                  Y      Denied
## 2931     123752.0000         Year                  Y   Certified
## 2932        591.7602         Hour                  Y      Denied
## 2933       3293.0500         Year                  Y   Certified
## 2934      15892.6900         Year                  Y   Certified
## 2935        410.6198         Hour                  Y   Certified
## 2936     111253.9000         Year                  Y      Denied
## 2937       7184.1300         Year                  Y   Certified
## 2938      53779.2100         Year                  Y      Denied
## 2939      40518.5700         Year                  Y   Certified
## 2940      69012.2400         Year                  N      Denied
## 2941     145447.4700         Year                  Y      Denied
## 2942     133470.9200         Year                  Y      Denied
## 2943      68312.2000         Year                  Y   Certified
## 2944      50563.7800         Year                  Y   Certified
## 2945      48971.1700         Year                  Y   Certified
## 2946       3198.6400         Year                  Y      Denied
## 2947     165372.9800         Year                  Y   Certified
## 2948     106941.7600         Year                  Y      Denied
## 2949     107853.3800         Year                  Y   Certified
## 2950      38747.8500         Year                  Y   Certified
## 2951      28964.0800         Year                  Y   Certified
## 2952      22576.1100         Year                  Y      Denied
## 2953     115099.1200         Year                  Y      Denied
## 2954      94985.9700         Year                  Y      Denied
## 2955      55552.3500         Year                  Y      Denied
## 2956      44346.7900         Year                  Y      Denied
## 2957      31917.8200         Year                  Y   Certified
## 2958      82516.1600         Year                  Y   Certified
## 2959      92478.5800         Year                  Y      Denied
## 2960      78606.6500         Year                  Y   Certified
## 2961      59128.2400         Year                  Y      Denied
## 2962     103516.7600         Year                  Y   Certified
## 2963     102649.8300         Year                  Y      Denied
## 2964      83609.9700         Year                  Y      Denied
## 2965      70337.1300         Year                  Y   Certified
## 2966      82354.6600         Year                  Y      Denied
## 2967      74475.6500         Year                  Y      Denied
## 2968      52858.4900         Year                  Y   Certified
## 2969      81156.7300         Year                  N   Certified
## 2970      53973.3100         Year                  Y      Denied
## 2971      76929.7100         Year                  Y      Denied
## 2972     110193.8000         Year                  Y   Certified
## 2973     116905.0900         Year                  Y      Denied
## 2974      68956.2900         Year                  Y   Certified
## 2975     125130.1400         Year                  Y      Denied
## 2976      80799.0000         Year                  Y      Denied
## 2977     115225.0800         Year                  Y      Denied
## 2978      39292.6900         Year                  N      Denied
## 2979      96679.6500         Year                  Y      Denied
## 2980      39479.9400         Year                  Y      Denied
## 2981     136425.3900         Year                  Y      Denied
## 2982      98038.6000         Year                  Y      Denied
## 2983     114298.1100         Year                  Y      Denied
## 2984      73556.1400         Year                  Y   Certified
## 2985     166859.2200         Year                  Y      Denied
## 2986     102574.0100         Year                  Y      Denied
## 2987     182206.8500         Year                  Y      Denied
## 2988        531.7683         Hour                  Y   Certified
## 2989      52097.7100         Year                  Y   Certified
## 2990     120350.5800         Year                  Y   Certified
## 2991     222221.6700         Year                  Y      Denied
## 2992     108556.1200         Year                  Y   Certified
## 2993      58299.7900         Year                  Y      Denied
## 2994      17538.6200         Year                  Y      Denied
## 2995      70300.5800         Year                  Y      Denied
## 2996        359.9641         Hour                  Y   Certified
## 2997      60875.2100         Year                  Y   Certified
## 2998      84318.3900         Year                  Y      Denied
## 2999      34398.0900         Year                  N   Certified
## 3000      42388.9800         Year                  Y   Certified
## 3001     114979.8900         Year                  Y      Denied
## 3002       8476.5200         Year                  Y   Certified
## 3003       5927.2900         Year                  Y   Certified
## 3004     149886.2800         Year                  Y   Certified
## 3005      78688.0300         Year                  Y      Denied
## 3006      96022.4200         Year                  Y   Certified
## 3007      61689.6200         Year                  Y      Denied
## 3008      44996.8400         Year                  Y   Certified
## 3009      57861.3200         Year                  Y   Certified
## 3010      98138.3300         Year                  Y      Denied
## 3011     140268.3900         Year                  Y   Certified
## 3012     128983.0700         Year                  Y   Certified
## 3013      56289.5500         Year                  Y   Certified
## 3014      35941.1000         Year                  Y      Denied
## 3015        753.3927         Hour                  Y      Denied
## 3016     118245.7700         Year                  N      Denied
## 3017     141431.7400         Year                  Y   Certified
## 3018      54246.7200         Year                  Y      Denied
## 3019      16774.5300         Year                  N   Certified
## 3020      76818.4600         Year                  Y      Denied
## 3021     134030.7000         Year                  Y   Certified
## 3022      69821.5800         Year                  Y      Denied
## 3023     108128.4100         Year                  Y   Certified
## 3024      38462.0500         Year                  Y   Certified
## 3025        564.0663         Hour                  Y      Denied
## 3026     117026.9200         Year                  Y   Certified
## 3027      99562.4900         Year                  N      Denied
## 3028     104711.9100         Year                  N      Denied
## 3029     122819.1900         Year                  Y      Denied
## 3030      18320.4500         Year                  Y   Certified
## 3031     100470.6600         Year                  Y   Certified
## 3032      51048.0800         Year                  Y      Denied
## 3033        544.0921         Hour                  Y      Denied
## 3034      93520.6600         Year                  Y      Denied
## 3035      32393.3900         Year                  Y   Certified
## 3036         77.4976         Hour                  Y      Denied
## 3037      37166.6100         Year                  Y   Certified
## 3038      81338.3100         Year                  Y   Certified
## 3039      47402.0600         Year                  Y      Denied
## 3040      42123.7000         Year                  Y   Certified
## 3041      52463.9700         Year                  Y   Certified
## 3042        673.8178         Hour                  Y      Denied
## 3043      52124.2400         Year                  Y      Denied
## 3044     109585.8100         Year                  Y   Certified
## 3045      95706.2100         Year                  Y      Denied
## 3046      47954.9400         Year                  Y      Denied
## 3047      75739.5200         Year                  Y   Certified
## 3048      83060.5000         Year                  Y      Denied
## 3049      66410.7700         Year                  Y      Denied
## 3050     134735.1000         Year                  Y      Denied
## 3051      68353.9000         Year                  Y   Certified
## 3052      84864.3900         Year                  Y      Denied
## 3053      38136.7500         Year                  Y   Certified
## 3054     116669.4900         Year                  Y      Denied
## 3055     161624.5600         Year                  N   Certified
## 3056      65972.0600         Year                  Y   Certified
## 3057      32303.0600         Year                  Y   Certified
## 3058       4090.9200         Year                  Y   Certified
## 3059      18766.6800         Year                  Y      Denied
## 3060     109949.9100         Year                  N      Denied
## 3061      86615.6400         Year                  Y      Denied
## 3062      61089.4100         Year                  Y   Certified
## 3063      64913.2800         Year                  Y      Denied
## 3064      11583.3400         Year                  Y      Denied
## 3065      73661.8300         Year                  Y   Certified
## 3066     135662.3100         Year                  Y      Denied
## 3067      43866.5400         Year                  Y      Denied
## 3068      13222.1200         Week                  Y   Certified
## 3069      11633.8500         Year                  Y   Certified
## 3070     100936.9300         Year                  Y      Denied
## 3071       9971.3800         Year                  Y   Certified
## 3072     117034.6900         Year                  Y   Certified
## 3073     161375.1600         Year                  Y   Certified
## 3074       7901.5300         Year                  Y      Denied
## 3075      75891.4800         Year                  Y   Certified
## 3076     175037.3600         Year                  Y   Certified
## 3077      92628.4700         Year                  Y      Denied
## 3078       8921.5400         Year                  Y      Denied
## 3079     106631.9200         Year                  Y   Certified
## 3080      73835.3400         Year                  Y   Certified
## 3081      85721.9400         Year                  Y      Denied
## 3082     113488.9100         Year                  Y      Denied
## 3083     120965.8200         Year                  Y   Certified
## 3084       2565.0200         Year                  Y      Denied
## 3085      71671.9400         Year                  Y   Certified
## 3086     121190.0700         Year                  Y   Certified
## 3087      73162.9600         Year                  Y      Denied
## 3088      17240.6800         Year                  Y      Denied
## 3089     112953.8500         Year                  Y   Certified
## 3090      61332.5800         Year                  Y   Certified
## 3091      54050.9000         Year                  N   Certified
## 3092     191992.0400         Year                  Y      Denied
## 3093      60706.9900         Year                  Y      Denied
## 3094     106156.3700         Year                  Y      Denied
## 3095        529.3875         Hour                  Y      Denied
## 3096       3405.7500         Year                  Y      Denied
## 3097        187.4200         Hour                  Y      Denied
## 3098      74734.8000         Year                  N      Denied
## 3099      23234.0200         Year                  Y   Certified
## 3100      65863.5500         Year                  Y   Certified
## 3101      31736.9900         Year                  Y   Certified
## 3102        847.0106         Hour                  Y      Denied
## 3103     181691.6600         Year                  Y   Certified
## 3104      45880.6800         Year                  Y   Certified
## 3105      77605.7800         Year                  Y      Denied
## 3106        145.1134         Hour                  Y      Denied
## 3107      92462.4300         Year                  Y   Certified
## 3108      93221.9900         Year                  N   Certified
## 3109      86528.2100         Year                  Y   Certified
## 3110      83531.7300         Year                  Y      Denied
## 3111      12382.9600         Year                  Y      Denied
## 3112        414.5323         Hour                  Y   Certified
## 3113      47358.6800         Year                  Y   Certified
## 3114      51097.2700         Year                  Y      Denied
## 3115      83286.0600         Year                  Y   Certified
## 3116      15137.5600         Year                  Y   Certified
## 3117      59365.2000         Year                  Y   Certified
## 3118      48803.4700         Year                  Y      Denied
## 3119      99358.6600         Year                  Y   Certified
## 3120     131377.1500         Year                  Y   Certified
## 3121        394.2187         Hour                  Y      Denied
## 3122      52818.0200         Year                  Y      Denied
## 3123      45894.5800         Year                  Y      Denied
## 3124      56553.5400         Year                  N      Denied
## 3125      30068.7100         Year                  Y      Denied
## 3126      10664.9000         Year                  Y      Denied
## 3127      86226.1400         Year                  Y   Certified
## 3128      12080.1600         Year                  Y   Certified
## 3129        287.2183         Hour                  Y   Certified
## 3130     123908.6700         Year                  N      Denied
## 3131        452.2859         Hour                  Y   Certified
## 3132      73918.6000         Year                  Y   Certified
## 3133      81298.1200         Year                  Y      Denied
## 3134      54309.5500         Year                  N      Denied
## 3135        596.2339         Hour                  Y      Denied
## 3136     157933.6100         Year                  Y   Certified
## 3137      93477.8100         Year                  Y      Denied
## 3138     242406.3200         Year                  Y      Denied
## 3139     203915.7000         Year                  Y   Certified
## 3140       6656.4500         Year                  Y   Certified
## 3141      35670.6300         Year                  Y   Certified
## 3142      71558.8400         Year                  Y   Certified
## 3143      69251.2600         Year                  N   Certified
## 3144        189.0437         Hour                  Y      Denied
## 3145      97048.9100         Year                  Y   Certified
## 3146      79646.4200         Year                  Y   Certified
## 3147     114875.2000         Year                  Y   Certified
## 3148     118790.9500         Year                  Y      Denied
## 3149      29396.3100         Year                  Y   Certified
## 3150      92623.6200         Year                  Y      Denied
## 3151     147314.2300         Year                  Y   Certified
## 3152      70460.1000         Year                  Y   Certified
## 3153      43942.9500         Year                  Y   Certified
## 3154      77184.4600         Year                  Y   Certified
## 3155     143145.2600         Year                  Y      Denied
## 3156     119540.5700         Year                  Y      Denied
## 3157      24254.9600         Year                  Y   Certified
## 3158     127885.3500         Year                  Y      Denied
## 3159      95244.9800         Year                  Y   Certified
## 3160     118769.3800         Year                  Y      Denied
## 3161      86898.3900         Year                  Y      Denied
## 3162      20050.0800         Year                  Y      Denied
## 3163     179791.7900         Year                  N   Certified
## 3164      19351.8700         Year                  Y   Certified
## 3165     141649.1600         Year                  Y   Certified
## 3166      34056.7600         Year                  Y   Certified
## 3167        817.9455         Hour                  Y      Denied
## 3168      85810.9900         Year                  Y   Certified
## 3169     150434.6300         Year                  Y   Certified
## 3170      79826.5200         Year                  Y   Certified
## 3171      58880.1800         Year                  Y      Denied
## 3172     138665.3100         Year                  N      Denied
## 3173     112499.6300         Year                  Y      Denied
## 3174      63988.6400         Year                  Y   Certified
## 3175        149.4644         Hour                  Y   Certified
## 3176      22056.2300         Year                  Y      Denied
## 3177      23195.3100         Year                  Y   Certified
## 3178      51274.9900         Year                  N      Denied
## 3179      82369.0600         Year                  Y   Certified
## 3180      40177.9200         Year                  Y   Certified
## 3181      63882.0200         Year                  N   Certified
## 3182      21556.6600         Year                  Y   Certified
## 3183      54532.5400         Year                  Y   Certified
## 3184     138370.7400         Year                  Y      Denied
## 3185      94810.4100         Year                  Y   Certified
## 3186     185489.3600         Year                  Y   Certified
## 3187      41442.5100         Year                  Y      Denied
## 3188        102.2100         Hour                  Y      Denied
## 3189      59940.9000         Year                  Y   Certified
## 3190     276894.0800         Year                  N   Certified
## 3191      96506.8900         Year                  Y   Certified
## 3192      21681.1500         Year                  Y   Certified
## 3193        329.1874         Hour                  Y      Denied
## 3194     102879.0800         Year                  Y   Certified
## 3195     129731.9100         Year                  Y   Certified
## 3196        713.7807         Hour                  Y      Denied
## 3197     144115.8100         Year                  Y      Denied
## 3198      15650.3700         Week                  Y      Denied
## 3199      56845.5200         Year                  Y      Denied
## 3200        677.0829         Hour                  Y      Denied
## 3201     133619.9500         Year                  Y      Denied
## 3202     126813.7500         Year                  Y   Certified
## 3203      16257.8900         Year                  Y   Certified
## 3204       3673.6300         Year                  Y   Certified
## 3205        109.0600         Hour                  Y      Denied
## 3206      68072.9500         Year                  Y      Denied
## 3207     125865.4800         Year                  Y      Denied
## 3208      81888.1000         Year                  N      Denied
## 3209      79439.6700         Year                  Y   Certified
## 3210      32361.5900         Year                  N   Certified
## 3211        613.7100         Year                  Y   Certified
## 3212      56493.1000         Year                  Y   Certified
## 3213     101498.8400         Year                  Y      Denied
## 3214     122073.4100         Year                  N   Certified
## 3215      22235.8000         Year                  Y      Denied
## 3216      29814.7400         Year                  Y   Certified
## 3217        429.7443         Hour                  Y      Denied
## 3218     148336.9200         Year                  Y      Denied
## 3219     125406.4300         Year                  Y   Certified
## 3220        799.1258         Hour                  Y      Denied
## 3221       9277.6400         Year                  N      Denied
## 3222     117379.5100         Year                  Y   Certified
## 3223     115096.4500         Year                  Y      Denied
## 3224      37000.6200         Year                  Y   Certified
## 3225      69429.6800         Year                  Y      Denied
## 3226      79697.4300         Year                  Y   Certified
## 3227      92640.4900         Year                  Y   Certified
## 3228      63845.2000         Year                  N      Denied
## 3229      87864.6200         Year                  Y   Certified
## 3230     106885.1300        Month                  Y   Certified
## 3231     140821.2600         Year                  Y   Certified
## 3232     132646.7100         Year                  Y   Certified
## 3233     112825.9100         Year                  Y   Certified
## 3234      66388.1000         Year                  Y   Certified
## 3235     120372.7000         Year                  N   Certified
## 3236     133136.5700         Year                  N      Denied
## 3237     111413.2100         Year                  Y      Denied
## 3238      59156.3000         Year                  Y   Certified
## 3239     116801.8100         Year                  Y      Denied
## 3240      82045.1300         Year                  Y      Denied
## 3241      90816.7300         Year                  Y   Certified
## 3242      94707.9200         Year                  Y   Certified
## 3243      90149.7600         Year                  Y   Certified
## 3244      59781.3300         Year                  Y      Denied
## 3245      52337.5000         Year                  Y   Certified
## 3246      36421.7800         Year                  Y   Certified
## 3247      18369.6900         Year                  Y   Certified
## 3248     137673.0700         Year                  Y   Certified
## 3249        481.5371         Hour                  Y      Denied
## 3250        962.7197         Hour                  Y   Certified
## 3251      42854.7900         Year                  Y   Certified
## 3252     150976.0200         Year                  Y      Denied
## 3253      17412.3200         Year                  Y   Certified
## 3254     122588.7200         Year                  Y      Denied
## 3255      62700.1300         Year                  Y   Certified
## 3256      98699.1500         Year                  Y   Certified
## 3257      15830.1800         Year                  Y   Certified
## 3258     281832.9300         Year                  Y   Certified
## 3259      66451.6200         Year                  Y      Denied
## 3260        105.9600         Hour                  Y   Certified
## 3261      82643.2300         Year                  Y   Certified
## 3262        668.4393         Hour                  Y      Denied
## 3263      29090.9200         Year                  Y      Denied
## 3264      34490.1700         Year                  Y   Certified
## 3265     203769.2900         Year                  Y   Certified
## 3266        564.7043         Hour                  Y      Denied
## 3267      65010.8300         Year                  Y   Certified
## 3268      46519.5200         Year                  Y      Denied
## 3269      52336.1200         Year                  N   Certified
## 3270     129114.1600         Week                  Y      Denied
## 3271      23778.2500         Year                  Y   Certified
## 3272      68324.0900         Year                  Y      Denied
## 3273      45509.2500         Year                  Y   Certified
## 3274      65561.7600         Year                  N      Denied
## 3275     106678.3200         Year                  Y   Certified
## 3276     104481.0400         Year                  Y      Denied
## 3277      14386.5700         Year                  Y      Denied
## 3278        131.0796         Hour                  Y      Denied
## 3279     113405.0900         Year                  Y      Denied
## 3280      68337.5000         Year                  Y      Denied
## 3281     171059.5600         Year                  Y      Denied
## 3282       7948.6200         Year                  Y   Certified
## 3283      21794.6400         Year                  Y   Certified
## 3284      11315.4900         Year                  Y      Denied
## 3285        554.7338         Hour                  Y   Certified
## 3286      20195.3600         Year                  Y      Denied
## 3287        570.9260         Hour                  Y   Certified
## 3288      79349.4300         Year                  Y   Certified
## 3289      57467.1000         Year                  Y      Denied
## 3290       4048.2500         Year                  Y   Certified
## 3291      92963.5600         Year                  Y      Denied
## 3292       1206.0700         Year                  Y      Denied
## 3293      66644.5500         Year                  Y   Certified
## 3294     172382.7900         Year                  Y      Denied
## 3295     109982.5800         Year                  Y   Certified
## 3296      68751.5200         Year                  Y   Certified
## 3297      65646.8700         Year                  Y   Certified
## 3298      21882.5000         Year                  Y   Certified
## 3299      48965.5000         Year                  Y   Certified
## 3300      61970.9800         Year                  Y   Certified
## 3301     139915.9700         Year                  Y   Certified
## 3302      65281.2400         Year                  Y   Certified
## 3303      92962.2000         Year                  Y   Certified
## 3304      67072.8200         Year                  Y      Denied
## 3305     172687.5300         Week                  Y   Certified
## 3306     128782.2100         Year                  N   Certified
## 3307      72483.6200         Year                  Y   Certified
## 3308     119173.6900         Year                  Y   Certified
## 3309      68888.2600         Year                  Y      Denied
## 3310     139990.0200         Year                  Y      Denied
## 3311     165421.0400        Month                  Y      Denied
## 3312     183721.4600         Year                  Y      Denied
## 3313       7756.9700         Year                  Y   Certified
## 3314      84697.4200         Year                  Y      Denied
## 3315      80525.7300         Year                  N      Denied
## 3316      24605.9900         Year                  Y      Denied
## 3317     114871.0800         Year                  N      Denied
## 3318      81779.6600         Year                  Y   Certified
## 3319      94042.9300         Year                  Y   Certified
## 3320      42953.5500         Year                  Y      Denied
## 3321      30103.7100         Year                  Y   Certified
## 3322      59624.9300         Year                  Y      Denied
## 3323      70746.0400         Year                  Y   Certified
## 3324     127862.1300         Year                  Y   Certified
## 3325      53252.5000         Year                  Y   Certified
## 3326      42517.2500         Year                  Y      Denied
## 3327     186386.2800         Year                  Y   Certified
## 3328      82379.0600         Week                  Y   Certified
## 3329      13069.8200         Year                  Y   Certified
## 3330      98713.6800         Year                  Y      Denied
## 3331      54505.6000         Year                  Y   Certified
## 3332     131136.6900         Year                  Y   Certified
## 3333      45422.5100         Year                  N      Denied
## 3334     157193.2300         Year                  N   Certified
## 3335       1926.3200         Year                  Y   Certified
## 3336      40999.3000         Year                  Y   Certified
## 3337     123773.3700         Year                  Y   Certified
## 3338     104810.5000         Year                  Y      Denied
## 3339        327.9435         Hour                  Y   Certified
## 3340     179303.8000         Year                  N      Denied
## 3341      50124.5400         Year                  Y      Denied
## 3342     131510.8300         Year                  N      Denied
## 3343      28850.7500         Year                  Y   Certified
## 3344      49518.6500         Year                  N   Certified
## 3345      55681.3100         Year                  Y   Certified
## 3346      13588.5100         Year                  Y      Denied
## 3347     168064.4000         Year                  N   Certified
## 3348      48015.6700         Year                  N      Denied
## 3349     151599.8400         Year                  N   Certified
## 3350      43516.4300         Year                  N   Certified
## 3351      98922.1800         Year                  Y      Denied
## 3352     111155.9900         Year                  Y      Denied
## 3353     121542.6400         Year                  Y   Certified
## 3354      68124.2800         Year                  Y   Certified
## 3355      51900.2200         Year                  Y      Denied
## 3356     151192.0500         Year                  Y      Denied
## 3357      73108.4200         Week                  Y   Certified
## 3358     159551.1500         Year                  Y      Denied
## 3359     101202.1100         Year                  Y   Certified
## 3360     111403.7500         Year                  Y   Certified
## 3361     221033.5700         Year                  Y   Certified
## 3362     112522.9200         Year                  Y   Certified
## 3363        476.2400         Year                  Y      Denied
## 3364      71818.7800         Year                  Y   Certified
## 3365      73414.7000         Week                  Y   Certified
## 3366      86596.1700         Year                  Y   Certified
## 3367     112931.7600         Year                  Y   Certified
## 3368     103581.8300         Year                  Y   Certified
## 3369      79880.9900         Year                  Y   Certified
## 3370      27621.5300         Year                  Y   Certified
## 3371      99821.0600         Year                  Y      Denied
## 3372       7001.8200         Year                  Y      Denied
## 3373     100227.2000         Year                  Y      Denied
## 3374      81469.0400         Year                  Y   Certified
## 3375     103180.3800         Year                  Y      Denied
## 3376     141922.0700         Year                  Y   Certified
## 3377      10455.1200         Year                  Y      Denied
## 3378      85556.8300         Year                  N   Certified
## 3379      93818.5900         Week                  Y      Denied
## 3380     132735.5000         Year                  Y      Denied
## 3381     104978.1500         Year                  Y      Denied
## 3382      74074.4400         Year                  Y   Certified
## 3383      31960.8200         Year                  Y   Certified
## 3384     135055.8700         Year                  Y   Certified
## 3385     101505.9000         Year                  Y   Certified
## 3386      46806.2100         Year                  Y      Denied
## 3387      75170.2300         Year                  Y   Certified
## 3388     113222.0000         Year                  Y      Denied
## 3389      98089.7600         Year                  Y      Denied
## 3390     109134.8600         Year                  Y   Certified
## 3391        589.4545         Hour                  Y      Denied
## 3392      86506.0500         Year                  Y   Certified
## 3393     107317.0800         Year                  Y      Denied
## 3394     102329.2900         Year                  Y   Certified
## 3395      14516.7400         Year                  Y      Denied
## 3396     105469.9800         Year                  Y      Denied
## 3397     258292.8400         Year                  Y   Certified
## 3398      60605.7900         Year                  Y   Certified
## 3399     104594.7600         Year                  Y   Certified
## 3400      48834.7200         Year                  N   Certified
## 3401      77153.8800         Year                  Y      Denied
## 3402      69206.4300         Year                  Y   Certified
## 3403      57938.6600         Year                  Y   Certified
## 3404      34830.6900         Year                  Y      Denied
## 3405      10692.7400         Year                  Y      Denied
## 3406     121629.6000        Month                  N   Certified
## 3407     101056.5400         Year                  Y   Certified
## 3408     113093.7300         Year                  Y   Certified
## 3409      37042.5500         Year                  Y   Certified
## 3410      74312.2800         Year                  Y   Certified
## 3411      54462.1600         Year                  Y   Certified
## 3412        656.6898         Hour                  Y      Denied
## 3413      52721.3800         Year                  Y      Denied
## 3414        101.8983         Hour                  Y      Denied
## 3415     103586.6200         Year                  Y   Certified
## 3416       3057.6700         Year                  Y   Certified
## 3417      59636.0700         Year                  N      Denied
## 3418     161785.4300         Year                  Y      Denied
## 3419        125.4000         Hour                  Y      Denied
## 3420      33416.2700         Year                  Y      Denied
## 3421     112316.3000         Year                  Y   Certified
## 3422      84064.3500         Year                  Y   Certified
## 3423      18960.3100         Year                  Y      Denied
## 3424      27316.8200         Year                  Y   Certified
## 3425      58561.8600         Year                  Y   Certified
## 3426      58379.7700         Year                  Y   Certified
## 3427     119244.6300         Year                  Y      Denied
## 3428     107729.2400         Year                  Y      Denied
## 3429      35365.0100         Year                  Y   Certified
## 3430      50831.7300         Year                  Y   Certified
## 3431      84396.6700         Year                  Y      Denied
## 3432     113238.4900         Year                  Y      Denied
## 3433      96332.0900         Year                  Y   Certified
## 3434        813.7261         Hour                  Y   Certified
## 3435     144637.1700         Year                  Y      Denied
## 3436     144055.1300         Year                  Y   Certified
## 3437      94128.3000         Year                  Y   Certified
## 3438      89679.1800         Year                  Y   Certified
## 3439      57257.3700         Year                  Y      Denied
## 3440     141441.0400         Year                  Y   Certified
## 3441      33446.1600         Year                  Y      Denied
## 3442      80023.7600         Week                  Y   Certified
## 3443     102348.8700         Year                  Y      Denied
## 3444      84724.2800         Year                  Y   Certified
## 3445     127953.0700         Year                  Y   Certified
## 3446      82373.8500         Year                  Y   Certified
## 3447      90403.3900         Year                  Y      Denied
## 3448     112188.1100         Year                  Y      Denied
## 3449      55629.1100         Year                  Y      Denied
## 3450      52057.9000         Year                  Y      Denied
## 3451     102150.8000         Year                  Y   Certified
## 3452      24288.1400         Year                  Y   Certified
## 3453        976.1200         Year                  Y   Certified
## 3454      53012.7300         Year                  Y   Certified
## 3455      72486.6300         Year                  Y      Denied
## 3456     101315.8000         Year                  Y      Denied
## 3457      10804.0300         Year                  Y   Certified
## 3458      30780.9100         Year                  Y      Denied
## 3459     133220.0700         Year                  N      Denied
## 3460         11.4473         Hour                  Y   Certified
## 3461      40663.2500         Year                  Y      Denied
## 3462      92577.4000         Year                  Y   Certified
## 3463      91463.4900         Year                  Y   Certified
## 3464      88883.5300         Year                  Y      Denied
## 3465     155116.8300         Year                  N   Certified
## 3466      13387.5300         Year                  Y      Denied
## 3467      99197.9900         Year                  Y   Certified
## 3468        923.7300         Year                  Y      Denied
## 3469      54112.4200         Year                  Y   Certified
## 3470      39460.6300         Year                  Y   Certified
## 3471        100.7300         Hour                  Y      Denied
## 3472        915.7486         Hour                  Y      Denied
## 3473      68347.0500         Year                  Y   Certified
## 3474        243.2901         Hour                  Y      Denied
## 3475     114518.7300         Year                  Y      Denied
## 3476        576.9700         Hour                  Y      Denied
## 3477      51019.6800         Year                  Y   Certified
## 3478        109.7600         Hour                  Y      Denied
## 3479      20596.5200         Year                  Y      Denied
## 3480        359.9667         Hour                  Y      Denied
## 3481      71629.2200         Year                  Y      Denied
## 3482      84696.4600         Year                  Y      Denied
## 3483       2034.2800         Year                  Y      Denied
## 3484      70108.0400         Year                  Y   Certified
## 3485      79623.9400         Year                  Y   Certified
## 3486      39534.5700         Week                  Y      Denied
## 3487     107881.7900         Year                  Y   Certified
## 3488        269.9173         Hour                  Y      Denied
## 3489      63801.0300         Year                  Y      Denied
## 3490      78023.0100         Year                  Y      Denied
## 3491      46588.9700         Year                  Y      Denied
## 3492         15.6472         Hour                  Y      Denied
## 3493      50008.9100         Year                  Y      Denied
## 3494     151531.6000         Year                  N   Certified
## 3495     127752.5300         Year                  Y      Denied
## 3496      97179.8200         Year                  N      Denied
## 3497     126916.7500         Year                  N   Certified
## 3498     104041.8600         Year                  Y      Denied
## 3499      59768.4800         Year                  Y      Denied
## 3500       9054.8900         Year                  Y      Denied
## 3501      98456.0300         Year                  Y   Certified
## 3502     107548.5200         Year                  Y      Denied
## 3503      62556.6500         Year                  Y      Denied
## 3504      14842.5900         Year                  Y      Denied
## 3505      27220.4600         Year                  Y   Certified
## 3506        475.2464         Hour                  Y      Denied
## 3507     223492.8500         Year                  Y      Denied
## 3508     245418.6700         Year                  Y   Certified
## 3509     135461.4200         Year                  N      Denied
## 3510       3563.8300         Year                  Y      Denied
## 3511      13068.4400         Year                  Y      Denied
## 3512      69758.5500         Year                  Y   Certified
## 3513     111582.9000         Year                  Y      Denied
## 3514      47645.5800         Year                  Y      Denied
## 3515     126322.0800         Year                  Y      Denied
## 3516      70404.2900         Year                  Y   Certified
## 3517      61313.7700         Year                  Y   Certified
## 3518     182630.2800         Year                  Y   Certified
## 3519        743.4468         Hour                  Y      Denied
## 3520      39180.1900         Year                  Y   Certified
## 3521     160472.2700         Year                  Y   Certified
## 3522      43296.1500         Year                  Y      Denied
## 3523      76994.4100         Year                  Y      Denied
## 3524      23515.8200         Year                  Y      Denied
## 3525     108118.7600         Year                  Y   Certified
## 3526      15477.7700         Year                  Y   Certified
## 3527        289.1887         Hour                  Y      Denied
## 3528     137880.8800         Year                  Y      Denied
## 3529      72903.3400         Year                  Y   Certified
## 3530      97906.7200         Year                  N   Certified
## 3531     101642.3900         Year                  Y      Denied
## 3532     123775.6800         Year                  Y      Denied
## 3533      13192.9800         Year                  Y   Certified
## 3534      61905.1100         Year                  Y   Certified
## 3535      84301.7800         Year                  Y   Certified
## 3536     116737.4500         Year                  Y   Certified
## 3537      24625.7600         Year                  Y      Denied
## 3538      98073.8600         Year                  Y   Certified
## 3539      49357.2500         Year                  Y   Certified
## 3540       7299.8200         Year                  Y   Certified
## 3541      60436.8600         Year                  Y   Certified
## 3542        455.2163         Hour                  Y      Denied
## 3543      28120.7500         Year                  Y      Denied
## 3544      43523.6100         Year                  Y      Denied
## 3545     121756.2500         Year                  Y      Denied
## 3546        253.2530         Hour                  Y      Denied
## 3547      27419.6600         Year                  N   Certified
## 3548     152320.2800         Year                  Y      Denied
## 3549      10122.3000         Year                  Y   Certified
## 3550      18935.5900         Year                  Y      Denied
## 3551      16075.6900         Year                  Y   Certified
## 3552     112784.4600         Year                  Y   Certified
## 3553      80136.3000         Year                  Y      Denied
## 3554      63907.7300         Year                  Y      Denied
## 3555      73305.9300         Year                  Y      Denied
## 3556        515.4184         Hour                  Y   Certified
## 3557      96792.0200         Year                  N      Denied
## 3558      76504.3500         Year                  Y      Denied
## 3559        198.4095         Hour                  Y      Denied
## 3560     138930.3200         Year                  Y      Denied
## 3561      14714.6600         Year                  Y   Certified
## 3562     175175.0600         Year                  Y      Denied
## 3563      69117.8900         Year                  Y      Denied
## 3564     130009.8700         Year                  Y   Certified
## 3565      66461.9900         Year                  Y      Denied
## 3566      93750.8900         Year                  Y      Denied
## 3567      43514.1800         Year                  Y      Denied
## 3568      23324.5400         Year                  Y      Denied
## 3569     119022.9400         Year                  Y   Certified
## 3570      87227.1600         Year                  Y   Certified
## 3571      85562.6000         Year                  Y      Denied
## 3572     143687.5200         Year                  Y      Denied
## 3573     250289.0800         Year                  N   Certified
## 3574     157780.7700         Year                  Y      Denied
## 3575      72104.9600         Year                  Y   Certified
## 3576      58767.2000         Year                  N   Certified
## 3577      84507.9000         Year                  Y   Certified
## 3578      47693.7700         Year                  Y   Certified
## 3579      71273.5900         Year                  Y      Denied
## 3580     109127.2800         Year                  Y      Denied
## 3581        469.7371         Hour                  Y      Denied
## 3582      85089.3700         Year                  N      Denied
## 3583      26457.5400         Year                  Y   Certified
## 3584      76578.6100         Year                  Y   Certified
## 3585      15448.6600         Year                  Y   Certified
## 3586     130652.8000         Year                  Y   Certified
## 3587     155913.8900         Year                  Y      Denied
## 3588     134462.1400         Year                  Y   Certified
## 3589      44022.4700         Year                  Y      Denied
## 3590     111902.9400         Year                  Y   Certified
## 3591        316.8972         Hour                  Y      Denied
## 3592     135733.1000         Week                  Y   Certified
## 3593      28217.1100         Year                  Y   Certified
## 3594      89508.3300         Year                  N   Certified
## 3595      59044.8000         Year                  Y      Denied
## 3596        601.0742         Hour                  Y   Certified
## 3597      36358.9600         Year                  Y   Certified
## 3598      71124.0600         Year                  N      Denied
## 3599        106.8412         Hour                  Y      Denied
## 3600     110075.8800         Year                  Y      Denied
## 3601      33143.8100         Year                  Y   Certified
## 3602      71692.5800         Year                  N      Denied
## 3603      67689.8200         Year                  N   Certified
## 3604     104405.1700         Year                  Y      Denied
## 3605     167312.7600         Year                  Y      Denied
## 3606      74285.3500         Year                  Y   Certified
## 3607        723.5006         Hour                  Y      Denied
## 3608      44170.8900         Week                  Y      Denied
## 3609      59068.6700         Year                  Y      Denied
## 3610     115514.0300         Year                  N   Certified
## 3611      77897.6100         Year                  Y   Certified
## 3612     105298.5500         Year                  Y   Certified
## 3613      33094.2600         Year                  Y   Certified
## 3614     121310.3500         Year                  N   Certified
## 3615     121159.5600         Year                  Y   Certified
## 3616      68978.6500         Year                  Y      Denied
## 3617      23728.7300         Year                  Y   Certified
## 3618      19234.8400         Year                  Y   Certified
## 3619     142537.3800         Year                  N      Denied
## 3620      47905.3000         Year                  Y   Certified
## 3621       8667.2300         Year                  Y   Certified
## 3622      63811.8100         Year                  Y      Denied
## 3623     122255.1700         Year                  Y   Certified
## 3624      33007.1900         Year                  N   Certified
## 3625     106467.3300         Year                  Y   Certified
## 3626      65248.6400         Year                  Y   Certified
## 3627      60625.8100         Year                  Y      Denied
## 3628     105491.5300         Year                  N      Denied
## 3629      65208.7400         Year                  Y      Denied
## 3630      56118.9400         Year                  Y      Denied
## 3631        473.5168         Hour                  Y      Denied
## 3632     112419.4100         Year                  Y   Certified
## 3633      94574.4400         Year                  Y      Denied
## 3634     133646.9400         Year                  N   Certified
## 3635      98157.0200         Year                  Y      Denied
## 3636      16097.5300         Year                  Y   Certified
## 3637      84472.5400         Year                  Y   Certified
## 3638      36074.0900         Year                  Y      Denied
## 3639     215525.0500         Year                  Y      Denied
## 3640     127517.6600         Year                  N      Denied
## 3641     107513.3000         Year                  N   Certified
## 3642      91831.8900         Year                  Y      Denied
## 3643      39778.1300         Year                  Y   Certified
## 3644     106248.3000         Year                  Y   Certified
## 3645      30799.2000         Year                  Y   Certified
## 3646      90725.2300         Year                  Y      Denied
## 3647      30258.7600         Year                  Y   Certified
## 3648      74534.6300         Year                  Y   Certified
## 3649      62463.6200         Year                  Y   Certified
## 3650      61535.4800         Year                  Y   Certified
## 3651      14085.4400         Year                  Y   Certified
## 3652     105629.9000         Year                  Y      Denied
## 3653        652.7163         Hour                  Y      Denied
## 3654     120974.7300         Year                  N      Denied
## 3655      54905.5400         Year                  Y   Certified
## 3656     112855.2700         Year                  Y      Denied
## 3657        925.4300         Year                  Y   Certified
## 3658      75323.1700         Year                  Y   Certified
## 3659      84937.7500         Year                  Y      Denied
## 3660        672.6842         Hour                  Y      Denied
## 3661     144178.3400         Year                  Y      Denied
## 3662      73224.7400         Year                  N      Denied
## 3663     126497.4000         Year                  N      Denied
## 3664      19654.3700         Year                  Y   Certified
## 3665      52560.4000         Year                  Y      Denied
## 3666         62.9598         Hour                  Y      Denied
## 3667      73834.3000         Year                  Y      Denied
## 3668       2630.7500         Year                  Y   Certified
## 3669     203720.0400         Year                  Y   Certified
## 3670        459.9704         Hour                  Y      Denied
## 3671       4007.1000         Year                  Y   Certified
## 3672      73282.9600         Year                  Y      Denied
## 3673     165260.9900         Year                  Y   Certified
## 3674      64375.7300         Year                  Y      Denied
## 3675      64886.9100         Year                  Y      Denied
## 3676     122952.8700         Year                  Y      Denied
## 3677     131969.6600         Year                  N   Certified
## 3678      33798.7700         Year                  Y      Denied
## 3679     114031.2400         Year                  Y   Certified
## 3680      63016.7200         Year                  Y   Certified
## 3681     140652.8500         Year                  Y      Denied
## 3682     271344.6900         Year                  Y      Denied
## 3683      32831.9500         Year                  Y   Certified
## 3684     128371.1600         Year                  Y   Certified
## 3685        141.3424         Hour                  Y   Certified
## 3686     138057.1200         Year                  Y   Certified
## 3687      17721.2900         Year                  Y      Denied
## 3688      61024.5500         Year                  Y      Denied
## 3689     108660.3100         Year                  Y   Certified
## 3690     111921.5400         Year                  Y      Denied
## 3691     125465.8300         Year                  Y      Denied
## 3692       9489.6500         Year                  Y      Denied
## 3693      27785.7400         Year                  Y      Denied
## 3694      12830.9800         Year                  Y   Certified
## 3695      94806.0500         Year                  Y      Denied
## 3696     123539.6600         Year                  Y      Denied
## 3697      21727.9400         Year                  Y   Certified
## 3698     124910.2600         Year                  N   Certified
## 3699      83626.7200         Year                  Y      Denied
## 3700     103966.4400         Year                  N   Certified
## 3701      86937.7100         Year                  Y   Certified
## 3702      49385.6200         Year                  Y      Denied
## 3703      50896.0200         Year                  Y      Denied
## 3704      62006.1300         Year                  Y      Denied
## 3705      13458.6100         Year                  Y      Denied
## 3706      11794.0800         Year                  Y   Certified
## 3707      27572.1600         Year                  Y      Denied
## 3708     112776.6200         Year                  Y   Certified
## 3709      94423.8700         Year                  Y      Denied
## 3710     103646.2800         Year                  N   Certified
## 3711      78349.5900         Year                  Y   Certified
## 3712      70334.3600         Year                  Y      Denied
## 3713      82294.9500         Year                  Y   Certified
## 3714      80123.0900         Year                  Y   Certified
## 3715     109442.7100         Year                  Y      Denied
## 3716     109359.1300         Year                  Y      Denied
## 3717        448.9782         Hour                  Y      Denied
## 3718     134867.6000         Year                  Y      Denied
## 3719      64820.2800         Year                  Y   Certified
## 3720      36535.8200         Year                  Y      Denied
## 3721     146216.0700         Year                  Y      Denied
## 3722      99300.8400         Year                  N      Denied
## 3723      12728.8100         Year                  Y      Denied
## 3724     105040.9600         Year                  Y      Denied
## 3725      40820.7700         Year                  Y   Certified
## 3726      83992.6600         Year                  N      Denied
## 3727       9836.2200         Year                  Y   Certified
## 3728        105.1507         Hour                  Y   Certified
## 3729     116566.1800         Year                  Y      Denied
## 3730       6801.6300         Year                  Y      Denied
## 3731      87653.0000         Year                  Y      Denied
## 3732      39191.8900         Year                  Y   Certified
## 3733      35457.2400         Year                  Y      Denied
## 3734     130513.7600         Year                  Y      Denied
## 3735     141938.6800         Year                  Y   Certified
## 3736      42621.4300         Year                  Y      Denied
## 3737      49475.1300         Year                  Y      Denied
## 3738      27977.9800         Year                  Y   Certified
## 3739      36326.0500         Year                  Y   Certified
## 3740        358.8772         Hour                  Y   Certified
## 3741      84889.8500         Year                  Y   Certified
## 3742     126055.3000         Year                  Y   Certified
## 3743      33662.0100         Year                  N   Certified
## 3744     136075.5900         Year                  Y      Denied
## 3745     141527.3900         Year                  N      Denied
## 3746     137458.6600         Year                  Y   Certified
## 3747     117040.4400         Year                  N      Denied
## 3748      54184.9800         Year                  Y   Certified
## 3749      88455.8200         Year                  Y      Denied
## 3750        712.2584         Hour                  Y      Denied
## 3751      93313.9200         Year                  N      Denied
## 3752      70558.6600         Year                  Y   Certified
## 3753     129632.2700         Year                  N   Certified
## 3754      32864.6400         Year                  Y   Certified
## 3755     139111.8200         Year                  Y   Certified
## 3756      27291.1000         Year                  Y   Certified
## 3757     133870.7000         Year                  Y      Denied
## 3758      88589.0400         Year                  Y   Certified
## 3759      76529.4200         Year                  Y   Certified
## 3760      33539.8700         Year                  Y      Denied
## 3761      68806.0600         Year                  Y   Certified
## 3762      53263.1400         Year                  Y      Denied
## 3763     110262.9600         Year                  Y      Denied
## 3764      57902.8500         Year                  Y   Certified
## 3765     108186.2600         Year                  Y   Certified
## 3766     126098.4900         Year                  Y      Denied
## 3767      46927.4100         Year                  N   Certified
## 3768     144295.5900         Year                  Y      Denied
## 3769      52238.8300         Year                  Y      Denied
## 3770      73301.4300         Year                  Y   Certified
## 3771      84701.2700         Year                  Y   Certified
## 3772      74543.2400         Year                  Y      Denied
## 3773      66194.3900         Year                  Y      Denied
## 3774      77835.1800         Year                  N   Certified
## 3775      91075.8900         Year                  Y   Certified
## 3776      36779.8900         Year                  Y   Certified
## 3777     125799.7800         Year                  Y   Certified
## 3778     140492.7900         Year                  Y   Certified
## 3779       2570.3600         Year                  N   Certified
## 3780     104572.6200         Year                  Y      Denied
## 3781      48320.0900         Year                  Y   Certified
## 3782        762.0136         Hour                  Y      Denied
## 3783      84935.9600         Year                  Y      Denied
## 3784     150919.5800         Year                  N   Certified
## 3785     103414.2500         Year                  Y      Denied
## 3786     105382.7400         Year                  Y   Certified
## 3787      75333.0200         Year                  Y      Denied
## 3788      58670.9900         Year                  Y   Certified
## 3789     134088.7300         Year                  N      Denied
## 3790      44337.9900         Year                  Y      Denied
## 3791      28652.9100         Year                  Y      Denied
## 3792       3673.3200         Year                  Y      Denied
## 3793      69244.1400         Week                  Y   Certified
## 3794      30488.0400         Year                  Y   Certified
## 3795     139315.0100         Year                  Y      Denied
## 3796        831.6139         Hour                  Y      Denied
## 3797        947.9375         Hour                  Y      Denied
## 3798     150176.2500         Year                  Y   Certified
## 3799     157842.3300         Year                  Y      Denied
## 3800     162239.3900         Year                  Y   Certified
## 3801      58564.7100         Year                  Y      Denied
## 3802     155673.6500         Year                  Y      Denied
## 3803      83171.5300         Year                  Y   Certified
## 3804      99436.9000         Year                  Y   Certified
## 3805     199735.0700         Year                  N      Denied
## 3806      65381.1200         Year                  Y      Denied
## 3807      50266.1100         Year                  Y   Certified
## 3808      56966.9000         Year                  N   Certified
## 3809       4065.7400         Year                  Y   Certified
## 3810      95474.6700         Year                  N   Certified
## 3811      28573.8200         Year                  Y   Certified
## 3812      27053.3400         Year                  Y   Certified
## 3813      70284.5900         Year                  Y   Certified
## 3814      82094.9400         Year                  N      Denied
## 3815     108420.2100         Year                  Y      Denied
## 3816     115772.4300         Year                  Y   Certified
## 3817     128199.5800         Year                  Y      Denied
## 3818        852.3200         Year                  Y      Denied
## 3819     143473.6500         Year                  N      Denied
## 3820      90166.1900         Year                  Y   Certified
## 3821      99857.4900         Year                  Y   Certified
## 3822     115973.9200         Year                  N      Denied
## 3823     121684.0800         Year                  N   Certified
## 3824      98459.2800         Year                  Y      Denied
## 3825       6068.9900         Year                  Y   Certified
## 3826      95500.2800         Year                  Y      Denied
## 3827      22781.0600         Year                  Y   Certified
## 3828     117903.5600         Year                  N   Certified
## 3829      65820.5500         Year                  Y      Denied
## 3830     124956.9800         Year                  Y      Denied
## 3831      40801.4100         Year                  Y   Certified
## 3832      99865.0900         Year                  Y   Certified
## 3833      91088.3800         Year                  Y   Certified
## 3834      35843.1300         Year                  Y      Denied
## 3835       8194.6500         Year                  Y   Certified
## 3836        955.0700         Year                  Y      Denied
## 3837      29766.5900         Year                  Y   Certified
## 3838      96377.1800         Year                  Y   Certified
## 3839      38232.4500         Year                  Y      Denied
## 3840     117440.9700         Week                  Y   Certified
## 3841      53378.9700         Year                  Y      Denied
## 3842      45449.0900         Year                  Y   Certified
## 3843        806.2222         Hour                  Y      Denied
## 3844      19189.6200         Year                  Y   Certified
## 3845      26230.7800         Year                  Y   Certified
## 3846      27967.4200         Year                  Y   Certified
## 3847      87869.6400         Year                  Y      Denied
## 3848      15418.2700         Year                  Y      Denied
## 3849     105628.5800         Year                  Y   Certified
## 3850      29979.8700         Year                  Y      Denied
## 3851      35843.3700         Year                  Y   Certified
## 3852      39712.1400         Year                  Y   Certified
## 3853      37999.8900         Year                  Y   Certified
## 3854     139358.0800         Year                  Y      Denied
## 3855      66923.1300         Year                  Y   Certified
## 3856      37940.7800         Year                  Y   Certified
## 3857      69272.2000         Year                  Y   Certified
## 3858      82562.6800         Year                  Y   Certified
## 3859      12920.4500         Year                  Y   Certified
## 3860      35033.5700         Year                  Y      Denied
## 3861     101249.1300         Year                  Y   Certified
## 3862      61300.7500         Year                  Y      Denied
## 3863      58775.8500         Year                  Y   Certified
## 3864      70121.1000         Year                  Y      Denied
## 3865       9789.3200         Year                  Y   Certified
## 3866      90316.5000         Year                  Y   Certified
## 3867     109671.1800         Year                  Y   Certified
## 3868      93176.5600         Year                  Y      Denied
## 3869      63059.1000         Year                  Y   Certified
## 3870      60319.9000         Week                  Y      Denied
## 3871      87216.8100         Year                  Y   Certified
## 3872      64325.4300         Year                  Y   Certified
## 3873     252825.1100         Year                  Y   Certified
## 3874      60801.2100         Year                  Y      Denied
## 3875     141634.5900         Year                  Y      Denied
## 3876      65727.2200         Year                  Y   Certified
## 3877      88757.1700         Year                  Y   Certified
## 3878      94660.3500         Year                  Y      Denied
## 3879         53.5350         Hour                  Y      Denied
## 3880      56545.1500         Year                  Y   Certified
## 3881        350.9681         Hour                  Y      Denied
## 3882     128829.0300         Year                  Y   Certified
## 3883        597.2730         Hour                  Y      Denied
## 3884        135.3800         Hour                  Y      Denied
## 3885     104265.1400         Year                  N      Denied
## 3886      93038.8700         Year                  Y      Denied
## 3887     114764.0600         Year                  Y      Denied
## 3888     102003.6000         Year                  Y      Denied
## 3889      65810.0600         Year                  Y   Certified
## 3890      64402.7300         Year                  Y   Certified
## 3891     112796.3600         Year                  Y      Denied
## 3892      77121.5100         Year                  Y   Certified
## 3893      61995.2700         Year                  Y      Denied
## 3894      34151.3300         Year                  Y   Certified
## 3895     149808.0500         Year                  Y      Denied
## 3896     126194.0900         Year                  N      Denied
## 3897     121770.3100         Year                  Y   Certified
## 3898      70729.8500         Week                  Y      Denied
## 3899     105976.0600         Year                  Y   Certified
## 3900      11430.9800         Year                  Y   Certified
## 3901      29945.3300         Year                  Y   Certified
## 3902      30476.2900         Year                  Y   Certified
## 3903        128.0100         Hour                  Y      Denied
## 3904      63945.1700         Year                  Y      Denied
## 3905      21306.8300         Year                  Y   Certified
## 3906      28599.4900         Year                  Y   Certified
## 3907      36831.9300         Year                  Y      Denied
## 3908      10291.8500         Year                  Y   Certified
## 3909     146843.5200         Year                  Y      Denied
## 3910        247.1333         Hour                  Y      Denied
## 3911      32517.9600         Year                  Y   Certified
## 3912     123346.2700         Year                  Y   Certified
## 3913      40286.1200         Year                  Y   Certified
## 3914      10831.7500         Year                  Y   Certified
## 3915      92268.3500         Year                  Y   Certified
## 3916       7953.8000         Year                  Y   Certified
## 3917      81296.0200         Year                  Y      Denied
## 3918      37432.4000         Year                  Y      Denied
## 3919        268.7924         Hour                  Y      Denied
## 3920      60754.8400         Year                  Y      Denied
## 3921      92048.0000         Year                  Y      Denied
## 3922      69642.2700         Year                  Y   Certified
## 3923     118911.2700         Year                  Y   Certified
## 3924     115901.9500         Year                  Y      Denied
## 3925      17339.2000         Year                  Y   Certified
## 3926     121183.0200         Year                  Y   Certified
## 3927     108680.9400         Year                  N   Certified
## 3928     137996.8700         Year                  Y      Denied
## 3929      52102.8600         Year                  Y      Denied
## 3930     192499.4000         Year                  Y      Denied
## 3931      25530.6900         Year                  Y   Certified
## 3932      11588.9800         Year                  Y   Certified
## 3933     148651.0200         Year                  N   Certified
## 3934     101194.0500         Year                  Y   Certified
## 3935      81748.8200         Year                  N   Certified
## 3936      48383.1900         Year                  Y      Denied
## 3937        293.0452         Hour                  Y      Denied
## 3938       1898.7600         Year                  Y   Certified
## 3939         38.9863         Hour                  Y      Denied
## 3940      83106.4700         Year                  Y   Certified
## 3941     122770.0000         Year                  Y   Certified
## 3942      56260.4900         Year                  Y   Certified
## 3943     118505.9500         Year                  Y   Certified
## 3944     230843.7000         Year                  Y      Denied
## 3945        768.4136         Hour                  Y      Denied
## 3946        798.9479         Hour                  Y      Denied
## 3947      28080.8900         Year                  Y      Denied
## 3948     111449.1700         Year                  Y      Denied
## 3949      93379.9600         Year                  Y      Denied
## 3950     125569.1000         Year                  Y   Certified
## 3951      61966.9100         Year                  Y      Denied
## 3952      85453.5000         Year                  Y      Denied
## 3953     112605.5500         Year                  Y   Certified
## 3954      27761.3400         Year                  Y   Certified
## 3955     144257.3500         Year                  N      Denied
## 3956      54020.8000         Year                  N   Certified
## 3957      59694.5400         Year                  Y   Certified
## 3958      94077.5500         Year                  Y      Denied
## 3959      44172.1400         Year                  Y      Denied
## 3960      26194.9000         Year                  N   Certified
## 3961      76548.9700         Year                  Y      Denied
## 3962        180.9354         Hour                  Y      Denied
## 3963      47977.9500         Year                  N   Certified
## 3964      78978.3200         Year                  N   Certified
## 3965     110883.2900         Year                  Y   Certified
## 3966     111862.8500         Year                  Y      Denied
## 3967     126783.3000         Year                  Y   Certified
## 3968       2826.1800         Year                  Y   Certified
## 3969      84304.9700         Year                  Y   Certified
## 3970      37970.4300         Year                  Y      Denied
## 3971     155524.2700         Year                  Y   Certified
## 3972     253668.8600         Year                  Y      Denied
## 3973      42654.0700         Year                  Y      Denied
## 3974     138997.9500         Year                  Y      Denied
## 3975      80040.1700         Year                  Y   Certified
## 3976     150308.2300         Year                  Y      Denied
## 3977      20267.7500         Year                  Y      Denied
## 3978     108223.0700         Year                  Y   Certified
## 3979        602.5000         Year                  Y      Denied
## 3980      22111.4400         Year                  Y   Certified
## 3981      78255.3500         Year                  Y   Certified
## 3982      41360.3300         Year                  Y      Denied
## 3983      78514.4300         Year                  Y      Denied
## 3984        941.8589         Hour                  Y      Denied
## 3985        253.0191         Hour                  Y      Denied
## 3986     120891.5800         Year                  Y      Denied
## 3987      54902.1100         Year                  Y   Certified
## 3988      51889.6500         Year                  Y      Denied
## 3989        596.5164         Hour                  Y      Denied
## 3990     120041.0400         Year                  N      Denied
## 3991      68197.7900         Year                  Y      Denied
## 3992     142681.4800         Year                  Y      Denied
## 3993      86262.7000         Year                  Y   Certified
## 3994     165240.7300         Year                  N   Certified
## 3995      30440.7300         Year                  N   Certified
## 3996      63277.1000         Year                  Y   Certified
## 3997      72890.4700         Year                  Y   Certified
## 3998     105194.3300         Year                  Y      Denied
## 3999       2460.3300         Year                  Y   Certified
## 4000      73115.3400         Year                  Y      Denied
## 4001      17729.4800         Year                  Y   Certified
## 4002        371.8531         Hour                  Y      Denied
## 4003      92490.0400         Year                  Y      Denied
## 4004      39685.3700         Year                  Y   Certified
## 4005        419.1893         Hour                  Y      Denied
## 4006        329.0075         Hour                  Y      Denied
## 4007     110021.1200         Year                  Y      Denied
## 4008        421.4584         Hour                  Y      Denied
## 4009      61640.8700         Year                  Y      Denied
## 4010      15084.7700         Year                  Y   Certified
## 4011      34775.3600         Year                  Y   Certified
## 4012      62577.4100         Year                  Y   Certified
## 4013     143437.6500         Year                  Y      Denied
## 4014      81775.1600         Year                  Y   Certified
## 4015      87781.8300         Year                  Y      Denied
## 4016      78509.1400         Year                  Y   Certified
## 4017     119365.4100         Year                  Y      Denied
## 4018      98615.5600         Year                  Y      Denied
## 4019     167634.6300         Year                  N      Denied
## 4020      81973.5200         Week                  Y      Denied
## 4021     133266.0600         Year                  Y   Certified
## 4022     143793.4500         Year                  N   Certified
## 4023      64727.7800         Year                  Y      Denied
## 4024      70724.3500         Year                  Y   Certified
## 4025     142920.0300         Year                  N      Denied
## 4026      77293.6100         Year                  Y      Denied
## 4027      47136.1600         Year                  Y      Denied
## 4028     112576.2500         Year                  Y   Certified
## 4029     193884.5900         Year                  Y   Certified
## 4030     135607.7100         Year                  Y   Certified
## 4031      30954.8500         Week                  Y      Denied
## 4032      54235.5800         Year                  Y      Denied
## 4033     148394.1600         Year                  Y   Certified
## 4034      72077.3700         Year                  Y      Denied
## 4035     143203.8300         Year                  Y   Certified
## 4036      52595.5500         Year                  Y   Certified
## 4037      84647.6700         Year                  N      Denied
## 4038      52342.2800         Year                  Y   Certified
## 4039      59983.2400         Year                  Y   Certified
## 4040      49337.6900         Year                  Y   Certified
## 4041      36815.0500         Year                  Y      Denied
## 4042      28993.8200         Year                  Y   Certified
## 4043        658.0041         Hour                  Y      Denied
## 4044      98272.4200         Year                  Y   Certified
## 4045     142386.1800         Year                  Y   Certified
## 4046      75267.4000         Year                  Y   Certified
## 4047      17096.8600         Year                  Y      Denied
## 4048      72586.5100         Year                  N   Certified
## 4049     102270.2400         Year                  N      Denied
## 4050      21333.5600         Year                  Y   Certified
## 4051      60980.1100         Year                  Y   Certified
## 4052      30260.6200         Year                  Y      Denied
## 4053      22239.1000         Year                  Y      Denied
## 4054     160559.1200         Year                  Y      Denied
## 4055     181808.4600         Year                  Y      Denied
## 4056       7635.9900         Year                  Y      Denied
## 4057      60933.6200         Year                  N      Denied
## 4058     123480.6400         Year                  Y   Certified
## 4059      44663.6500         Year                  Y   Certified
## 4060      67794.3600         Year                  Y      Denied
## 4061      63625.1300         Year                  Y      Denied
## 4062      73932.6100         Year                  Y   Certified
## 4063     109537.5900         Year                  Y      Denied
## 4064      83449.6000         Year                  Y   Certified
## 4065        631.6161         Hour                  Y      Denied
## 4066       7357.6300         Year                  Y      Denied
## 4067      64730.9700         Year                  N      Denied
## 4068      10857.5700         Year                  Y   Certified
## 4069     119007.6400         Year                  N      Denied
## 4070     147490.1900         Year                  Y   Certified
## 4071     142730.8900         Year                  N   Certified
## 4072      28874.0400         Year                  Y      Denied
## 4073      70603.2900         Year                  Y      Denied
## 4074      68480.8400         Year                  Y   Certified
## 4075     103276.2900         Year                  Y      Denied
## 4076      25425.4700         Year                  Y   Certified
## 4077      95819.2500         Year                  Y      Denied
## 4078      32072.6700         Year                  Y      Denied
## 4079      46491.9400         Year                  Y   Certified
## 4080     116933.5700         Year                  Y   Certified
## 4081     137597.2800         Year                  Y   Certified
## 4082      88643.7000         Year                  Y      Denied
## 4083       2641.2800         Year                  Y   Certified
## 4084      77701.7200         Year                  Y   Certified
## 4085      47910.1200         Year                  Y   Certified
## 4086      61261.0200         Year                  Y      Denied
## 4087      14199.0800         Year                  Y   Certified
## 4088      78365.5400         Year                  N      Denied
## 4089     113839.1800         Year                  Y   Certified
## 4090        115.5500         Hour                  Y   Certified
## 4091      68771.5500         Year                  Y   Certified
## 4092       8213.8200         Year                  Y   Certified
## 4093      34507.5300         Year                  Y   Certified
## 4094     101495.6000         Year                  Y   Certified
## 4095      40018.7500         Year                  N      Denied
## 4096     158893.2300         Year                  Y   Certified
## 4097        406.0500         Year                  Y   Certified
## 4098      45058.6800         Year                  Y      Denied
## 4099      25396.4800         Year                  Y      Denied
## 4100     110833.3200         Year                  Y      Denied
## 4101     160513.0800         Year                  N      Denied
## 4102     171509.4900         Year                  Y      Denied
## 4103       3287.8000         Year                  Y      Denied
## 4104        113.4900         Hour                  Y      Denied
## 4105      93970.6900         Week                  Y   Certified
## 4106      38769.0900         Year                  Y   Certified
## 4107      47547.6500         Year                  Y      Denied
## 4108     106308.2100         Year                  N   Certified
## 4109      18321.8400         Year                  Y   Certified
## 4110      33037.8300         Year                  Y      Denied
## 4111      53833.1500         Year                  Y      Denied
## 4112       3877.8600         Year                  Y   Certified
## 4113      93226.3500         Year                  Y      Denied
## 4114      11461.5800         Year                  Y   Certified
## 4115      77049.9400         Year                  Y   Certified
## 4116        149.5800         Hour                  Y   Certified
## 4117      45267.7900         Year                  Y      Denied
## 4118       7702.6800         Year                  Y   Certified
## 4119      20690.0400         Year                  Y   Certified
## 4120      92438.2700         Year                  Y   Certified
## 4121      98970.5800         Year                  Y      Denied
## 4122     117120.9800         Year                  Y   Certified
## 4123     110733.9300         Year                  Y   Certified
## 4124        130.0398         Hour                  Y      Denied
## 4125      30947.9300         Year                  Y   Certified
## 4126     155365.3100         Year                  N      Denied
## 4127      71287.8600         Year                  Y   Certified
## 4128      96682.3500         Year                  Y   Certified
## 4129      39279.4700         Year                  Y   Certified
## 4130     140866.4300         Year                  Y      Denied
## 4131     120356.6800         Year                  N      Denied
## 4132      93356.0300         Year                  Y   Certified
## 4133      34934.9800         Year                  Y   Certified
## 4134      69910.5700         Year                  Y      Denied
## 4135     138302.4300         Year                  Y      Denied
## 4136      24269.8800         Year                  Y   Certified
## 4137      24781.3200         Year                  Y   Certified
## 4138     163825.5800         Year                  N      Denied
## 4139     109328.4400         Year                  Y   Certified
## 4140      57485.9700         Year                  Y   Certified
## 4141      44445.6100         Year                  Y      Denied
## 4142     119136.8500         Year                  Y      Denied
## 4143      44095.8700         Year                  Y      Denied
## 4144      79382.0500         Year                  Y   Certified
## 4145      60431.3500         Year                  Y   Certified
## 4146      15568.1700         Year                  Y   Certified
## 4147     100856.5000         Year                  N      Denied
## 4148      73715.0800         Year                  Y      Denied
## 4149     121375.4500         Year                  N      Denied
## 4150      46541.7100         Year                  Y   Certified
## 4151     187750.9600         Year                  Y      Denied
## 4152      35298.6000         Year                  Y      Denied
## 4153     110740.3200         Year                  Y   Certified
## 4154      79633.6300         Year                  Y      Denied
## 4155      39776.2600         Year                  Y   Certified
## 4156      93666.5200         Year                  Y      Denied
## 4157      25373.8000         Year                  Y   Certified
## 4158     129812.6300         Year                  Y      Denied
## 4159     106675.8100         Year                  Y   Certified
## 4160      32838.0000         Year                  Y   Certified
## 4161      70536.4900         Year                  Y      Denied
## 4162      67383.5900         Year                  Y      Denied
## 4163       5736.5100         Year                  Y      Denied
## 4164     128469.6500         Year                  Y   Certified
## 4165     124870.3200         Year                  Y   Certified
## 4166      77925.5700         Year                  Y   Certified
## 4167     109440.6300         Year                  Y      Denied
## 4168     107919.6800         Year                  Y   Certified
## 4169       1919.3800         Year                  Y      Denied
## 4170      92235.0400         Year                  N      Denied
## 4171     126031.8400         Year                  Y      Denied
## 4172      82120.5600         Year                  Y      Denied
## 4173      56700.7400         Year                  Y   Certified
## 4174       1872.9000         Year                  Y      Denied
## 4175      93838.9100         Year                  Y   Certified
## 4176      57227.7900         Year                  Y      Denied
## 4177      31849.4600         Year                  Y      Denied
## 4178      53783.2000         Year                  Y      Denied
## 4179      14761.9500         Year                  Y   Certified
## 4180        530.4704         Hour                  Y      Denied
## 4181     178617.3900         Year                  Y      Denied
## 4182        459.4009         Hour                  Y      Denied
## 4183      43535.8100         Year                  Y      Denied
## 4184     103821.4500         Year                  Y   Certified
## 4185      73977.9800         Year                  Y   Certified
## 4186     177335.1700         Year                  Y   Certified
## 4187      24564.2100         Year                  Y      Denied
## 4188      44125.3600         Year                  Y   Certified
## 4189      75697.3400         Year                  Y      Denied
## 4190      17673.1600         Year                  Y      Denied
## 4191       8923.9200         Year                  Y   Certified
## 4192      56023.1400         Year                  Y   Certified
## 4193      43182.3200         Year                  Y      Denied
## 4194      16285.9700         Year                  Y   Certified
## 4195      45310.4800         Year                  Y      Denied
## 4196     115499.6900         Year                  Y      Denied
## 4197      28289.9900         Year                  Y      Denied
## 4198      33350.1600         Year                  Y      Denied
## 4199      49959.2900         Year                  Y      Denied
## 4200      48693.4400         Year                  Y   Certified
## 4201     115070.5800         Year                  N      Denied
## 4202      71546.4800         Year                  Y   Certified
## 4203      32216.5400         Year                  Y   Certified
## 4204      41843.8500         Year                  Y   Certified
## 4205      31648.0600         Year                  Y   Certified
## 4206      51666.4300         Year                  Y      Denied
## 4207      16849.8200         Year                  Y      Denied
## 4208      20862.6200         Year                  Y      Denied
## 4209     136218.1300         Year                  Y   Certified
## 4210      63647.5600         Year                  Y      Denied
## 4211     116895.0500         Year                  Y      Denied
## 4212      54869.4100         Year                  Y   Certified
## 4213     120994.3600         Year                  N      Denied
## 4214     123553.9100         Year                  N   Certified
## 4215      79207.0500         Year                  Y      Denied
## 4216      49278.6600         Year                  Y      Denied
## 4217      49575.8400         Year                  Y   Certified
## 4218       9486.3700         Year                  Y   Certified
## 4219      71500.5700         Year                  Y   Certified
## 4220     161115.8400         Year                  Y   Certified
## 4221     158591.3900         Year                  Y      Denied
## 4222      68322.4800         Year                  Y      Denied
## 4223      60016.7700         Year                  Y   Certified
## 4224      70871.7200         Year                  Y      Denied
## 4225       7407.6500         Year                  Y   Certified
## 4226        128.3700         Hour                  Y      Denied
## 4227        856.4145         Hour                  Y      Denied
## 4228       1655.7400         Year                  Y   Certified
## 4229       7333.2400         Year                  Y   Certified
## 4230      41570.1300         Year                  Y   Certified
## 4231        543.7175         Hour                  Y      Denied
## 4232     104577.6700         Year                  Y      Denied
## 4233       4234.4700         Year                  Y      Denied
## 4234      93206.4600         Year                  Y      Denied
## 4235      38270.4900         Year                  Y      Denied
## 4236     106851.8300         Year                  Y      Denied
## 4237      71892.5600         Year                  Y   Certified
## 4238      93517.5200         Year                  Y   Certified
## 4239       6558.0900         Year                  Y   Certified
## 4240     131106.6800         Year                  Y      Denied
## 4241        981.7090         Hour                  Y      Denied
## 4242      54216.9000         Year                  N      Denied
## 4243     114496.5100         Year                  Y   Certified
## 4244      52766.1400         Year                  Y   Certified
## 4245      99349.9200         Year                  N      Denied
## 4246     147057.9200         Year                  Y   Certified
## 4247        851.4694         Hour                  Y      Denied
## 4248     194381.7900         Year                  N   Certified
## 4249      33796.7000         Year                  Y      Denied
## 4250      12840.1700         Year                  Y   Certified
## 4251      36922.7400         Year                  Y      Denied
## 4252      73841.9200         Year                  N   Certified
## 4253      51589.4500         Year                  Y   Certified
## 4254      89232.4500         Year                  Y      Denied
## 4255     116845.2900         Year                  Y      Denied
## 4256         51.8503         Hour                  Y      Denied
## 4257      18856.6400         Year                  Y      Denied
## 4258        503.1522         Hour                  Y      Denied
## 4259      61784.6700         Year                  N      Denied
## 4260      15377.3900         Year                  Y   Certified
## 4261      74820.9200         Year                  Y      Denied
## 4262      98292.9900         Year                  Y      Denied
## 4263        232.6611         Hour                  Y      Denied
## 4264      59630.8700         Year                  Y      Denied
## 4265     108523.3600         Year                  N   Certified
## 4266      52945.4200         Year                  Y   Certified
## 4267       3867.2500         Year                  Y   Certified
## 4268     126123.2100         Year                  Y   Certified
## 4269     103997.7400         Year                  Y   Certified
## 4270      44357.0500         Year                  Y      Denied
## 4271        994.5969         Hour                  Y   Certified
## 4272     144189.2900         Year                  Y   Certified
## 4273     103849.1900         Year                  Y      Denied
## 4274      87297.3500         Year                  Y   Certified
## 4275      44595.0800         Year                  Y      Denied
## 4276     129265.7700         Year                  Y   Certified
## 4277     161864.7500         Year                  Y      Denied
## 4278      82305.5900         Year                  Y      Denied
## 4279      26391.3000         Year                  Y      Denied
## 4280     144289.6800         Year                  Y   Certified
## 4281      45565.6700         Year                  Y      Denied
## 4282      66903.3400         Year                  Y      Denied
## 4283      95667.9800         Year                  Y   Certified
## 4284      29779.6500         Year                  Y      Denied
## 4285      99846.2600         Year                  Y   Certified
## 4286      15082.6400         Year                  Y   Certified
## 4287     126270.6500         Year                  Y   Certified
## 4288        581.9219         Hour                  Y      Denied
## 4289      83284.6400         Year                  Y      Denied
## 4290     108404.3000         Year                  Y      Denied
## 4291      39783.6800         Year                  Y   Certified
## 4292     108517.8700         Year                  Y      Denied
## 4293      15285.9800         Year                  Y   Certified
## 4294     124031.5200         Year                  Y   Certified
## 4295     112031.3500         Year                  N      Denied
## 4296     171016.3700         Year                  Y      Denied
## 4297      20180.4900         Year                  Y   Certified
## 4298     157353.3700         Year                  N      Denied
## 4299     128894.1800         Year                  Y   Certified
## 4300        132.8200         Hour                  Y   Certified
## 4301      86950.5200         Year                  Y      Denied
## 4302      29449.4900         Year                  Y      Denied
## 4303      71246.4100         Year                  N      Denied
## 4304     127064.3000         Year                  N      Denied
## 4305      87988.8100         Year                  N      Denied
## 4306      49980.6400         Year                  Y      Denied
## 4307     111871.2200         Year                  Y   Certified
## 4308     102219.1500         Year                  Y   Certified
## 4309      52692.8200         Year                  Y   Certified
## 4310      32799.2600         Year                  Y      Denied
## 4311      10804.9300         Year                  Y      Denied
## 4312     101388.9300         Year                  Y   Certified
## 4313     133323.0800         Year                  Y      Denied
## 4314       4657.1600         Year                  Y   Certified
## 4315        567.7643         Hour                  Y      Denied
## 4316      66153.4900         Year                  Y   Certified
## 4317     119860.3000         Year                  Y   Certified
## 4318      81938.6500         Year                  Y   Certified
## 4319     103870.6800         Year                  Y   Certified
## 4320        713.0041         Hour                  Y      Denied
## 4321        311.4077         Hour                  Y      Denied
## 4322      85253.6300         Year                  Y   Certified
## 4323     135705.2900         Year                  Y      Denied
## 4324     189017.0900         Year                  Y      Denied
## 4325      48507.7600         Year                  Y      Denied
## 4326     113641.6300         Year                  Y   Certified
## 4327      46531.6700         Year                  Y   Certified
## 4328     150115.6900         Year                  Y   Certified
## 4329      55402.3300         Year                  Y      Denied
## 4330      70899.6100         Year                  Y      Denied
## 4331      98642.4900         Year                  Y      Denied
## 4332     125457.0000         Year                  N   Certified
## 4333      91081.8200         Year                  Y      Denied
## 4334      87658.1400         Year                  N      Denied
## 4335      90866.4500         Year                  Y      Denied
## 4336     144172.8500         Year                  N      Denied
## 4337      37650.3800         Year                  Y   Certified
## 4338      48764.0700         Year                  Y   Certified
## 4339      73749.9300         Year                  Y   Certified
## 4340      96508.0000         Year                  Y   Certified
## 4341     116757.1700         Year                  Y      Denied
## 4342     132121.6200         Year                  Y   Certified
## 4343      37780.6900         Year                  Y      Denied
## 4344      15607.7200         Year                  Y   Certified
## 4345      69909.2700         Year                  Y      Denied
## 4346      88404.1800         Year                  Y      Denied
## 4347     145160.9100         Year                  Y      Denied
## 4348      80350.4500         Year                  Y      Denied
## 4349        182.0907         Hour                  Y      Denied
## 4350      88620.9500         Year                  Y      Denied
## 4351     111593.3800         Year                  Y      Denied
## 4352      48430.7800         Year                  Y      Denied
## 4353      26887.6000         Year                  Y   Certified
## 4354      37111.9700         Year                  Y   Certified
## 4355     141198.7300         Year                  Y      Denied
## 4356      41629.7000         Year                  Y      Denied
## 4357      89260.3300         Year                  Y   Certified
## 4358     123329.5200         Year                  Y   Certified
## 4359      23055.2900         Year                  Y      Denied
## 4360      60636.4700         Year                  N   Certified
## 4361       6168.3900         Year                  Y   Certified
## 4362      91790.2300         Year                  Y      Denied
## 4363      19585.3000         Year                  Y   Certified
## 4364      66063.4100         Year                  Y   Certified
## 4365      50200.5000         Year                  Y   Certified
## 4366      34288.3500         Year                  Y      Denied
## 4367      50087.6900         Year                  Y      Denied
## 4368      87122.4200         Year                  N      Denied
## 4369      66851.0700         Year                  Y      Denied
## 4370      90347.6000         Year                  Y      Denied
## 4371      91060.1200         Year                  Y      Denied
## 4372     145363.0300         Year                  Y   Certified
## 4373       3566.9500         Year                  Y      Denied
## 4374      33541.0200         Year                  Y      Denied
## 4375      38424.5300         Year                  Y   Certified
## 4376      43769.7300         Year                  Y   Certified
## 4377      71142.7200         Year                  Y      Denied
## 4378        458.6381         Hour                  Y      Denied
## 4379      95315.9300         Year                  Y      Denied
## 4380      15064.8300         Year                  Y   Certified
## 4381      53138.6500         Year                  Y      Denied
## 4382        325.1087         Hour                  Y      Denied
## 4383      12649.4300         Year                  Y   Certified
## 4384     128215.8200         Year                  Y      Denied
## 4385      56416.4300         Year                  Y      Denied
## 4386      98621.0400         Year                  Y   Certified
## 4387     198695.3800         Year                  Y      Denied
## 4388     110954.3600         Year                  Y   Certified
## 4389     130279.3700         Year                  N      Denied
## 4390      85012.8400         Year                  Y      Denied
## 4391     129562.3000         Year                  Y      Denied
## 4392     107600.9800         Year                  N      Denied
## 4393      48974.9400         Year                  Y   Certified
## 4394      26970.5400         Year                  Y      Denied
## 4395      85376.2300         Year                  Y   Certified
## 4396      62363.9400         Year                  Y      Denied
## 4397      97934.8500         Year                  Y      Denied
## 4398        192.3700         Hour                  Y      Denied
## 4399      81274.3800         Year                  Y      Denied
## 4400      39013.1900         Year                  Y   Certified
## 4401        797.3901         Hour                  Y      Denied
## 4402     127982.7200         Year                  N      Denied
## 4403      66500.0500         Year                  Y      Denied
## 4404      54144.7300         Year                  Y   Certified
## 4405      50834.5300         Year                  Y      Denied
## 4406      75653.4100         Year                  Y      Denied
## 4407        177.8900         Year                  Y      Denied
## 4408      88711.8000         Year                  Y      Denied
## 4409     167073.5000         Year                  Y   Certified
## 4410     115969.5100         Year                  Y      Denied
## 4411     162945.0600         Year                  Y      Denied
## 4412        813.4241         Hour                  Y   Certified
## 4413        980.2064         Hour                  Y      Denied
## 4414        806.3452         Hour                  Y   Certified
## 4415      63593.3800         Year                  Y      Denied
## 4416      26494.5000         Year                  Y   Certified
## 4417      38130.6800         Year                  Y      Denied
## 4418      35335.4800         Year                  Y   Certified
## 4419     144598.8800         Year                  Y   Certified
## 4420     104250.8600         Year                  Y      Denied
## 4421      83395.1900         Year                  N      Denied
## 4422      66349.7400         Year                  Y      Denied
## 4423     109080.5600         Year                  Y   Certified
## 4424     141775.1000         Year                  N   Certified
## 4425      87570.1300         Year                  Y   Certified
## 4426        287.8058         Hour                  Y      Denied
## 4427      64802.3400         Year                  Y   Certified
## 4428      46823.1600         Year                  Y   Certified
## 4429        642.6508         Hour                  Y   Certified
## 4430      32903.9600         Year                  N      Denied
## 4431     128902.6000         Year                  Y   Certified
## 4432     101561.3800         Year                  Y      Denied
## 4433      47699.0800         Year                  Y      Denied
## 4434      15592.0200         Year                  Y   Certified
## 4435      16230.3300         Year                  Y   Certified
## 4436     108705.8100         Year                  Y   Certified
## 4437        100.5100         Hour                  Y      Denied
## 4438       6093.1600         Year                  Y      Denied
## 4439      22372.0000         Year                  Y      Denied
## 4440      33801.9600         Year                  Y   Certified
## 4441      52812.0700         Year                  Y      Denied
## 4442      92075.8900         Year                  Y   Certified
## 4443     187814.9900         Year                  Y      Denied
## 4444      51763.0500         Year                  Y      Denied
## 4445     127408.6200         Year                  Y      Denied
## 4446     125070.5700         Year                  Y      Denied
## 4447      56307.5800         Year                  Y      Denied
## 4448      75555.9300         Year                  Y      Denied
## 4449     164679.9700         Year                  Y      Denied
## 4450      61881.3500         Year                  Y   Certified
## 4451      73486.0100         Year                  Y   Certified
## 4452      62914.5300         Year                  Y      Denied
## 4453      27948.8400         Year                  Y   Certified
## 4454      52250.7200         Year                  Y   Certified
## 4455        156.7900         Hour                  Y      Denied
## 4456      58351.7600         Year                  Y      Denied
## 4457       3781.7100         Year                  Y   Certified
## 4458      38579.2900         Year                  Y      Denied
## 4459      28631.5800         Year                  Y      Denied
## 4460     112103.4600         Year                  Y   Certified
## 4461     104040.7900         Year                  N      Denied
## 4462      41738.3800         Year                  Y      Denied
## 4463      31424.0300         Year                  Y      Denied
## 4464      97321.0200         Year                  N      Denied
## 4465     125869.8600         Year                  Y      Denied
## 4466     112579.6000        Month                  Y      Denied
## 4467      19367.9200         Year                  Y   Certified
## 4468      60165.7800         Year                  Y      Denied
## 4469      18335.2600         Year                  Y   Certified
## 4470      39315.4100         Year                  N   Certified
## 4471      80055.3300         Year                  Y   Certified
## 4472      95496.4900         Year                  Y      Denied
## 4473     116073.6800         Year                  Y   Certified
## 4474     203274.5600         Year                  Y      Denied
## 4475      75680.3000         Year                  Y      Denied
## 4476     134029.1500         Year                  Y      Denied
## 4477      98718.9600         Year                  Y      Denied
## 4478      67459.3800         Year                  Y      Denied
## 4479     104330.0400         Year                  Y   Certified
## 4480      22532.2100         Year                  Y   Certified
## 4481        572.5140         Hour                  Y      Denied
## 4482      41183.0600         Year                  N      Denied
## 4483     118334.0400         Year                  Y   Certified
## 4484     147625.1200         Year                  N      Denied
## 4485      23615.3400         Year                  Y   Certified
## 4486       1323.9000         Year                  Y      Denied
## 4487     114686.7200         Year                  Y      Denied
## 4488      56511.1600         Year                  Y      Denied
## 4489      64340.8700         Year                  Y   Certified
## 4490     113421.7400         Year                  Y   Certified
## 4491     152651.3400         Year                  Y      Denied
## 4492     206777.2900         Year                  Y      Denied
## 4493     126884.3400         Year                  N      Denied
## 4494      72019.3900         Year                  N      Denied
## 4495      70191.7000         Year                  Y      Denied
## 4496      67931.3700         Year                  Y   Certified
## 4497      53809.8100         Year                  Y   Certified
## 4498      73494.5400         Year                  Y      Denied
## 4499     111472.8100         Year                  Y      Denied
## 4500      35851.6000         Year                  Y   Certified
## 4501      86478.6900         Year                  Y   Certified
## 4502      36456.2100         Year                  Y      Denied
## 4503      25554.1700         Year                  Y      Denied
## 4504     245819.1700         Year                  N      Denied
## 4505      82152.6900         Year                  Y      Denied
## 4506      64469.5800         Year                  Y   Certified
## 4507      77899.9400         Year                  Y   Certified
## 4508        804.0274         Hour                  Y   Certified
## 4509      39900.4700         Year                  Y      Denied
## 4510     117113.4100         Year                  Y      Denied
## 4511      60541.5000         Year                  Y   Certified
## 4512      33894.6700         Year                  Y   Certified
## 4513      10376.1200         Year                  Y   Certified
## 4514      69934.8800         Year                  Y   Certified
## 4515      99796.8800         Year                  Y      Denied
## 4516      73274.6400         Year                  Y      Denied
## 4517      69258.9400         Year                  Y      Denied
## 4518        431.8261         Hour                  Y      Denied
## 4519      51149.8100         Year                  Y      Denied
## 4520        625.8440         Hour                  Y   Certified
## 4521      74396.6000         Year                  Y      Denied
## 4522      71605.6400         Year                  Y      Denied
## 4523      28677.4500         Year                  Y   Certified
## 4524     107759.1300         Year                  Y      Denied
## 4525      92599.6400         Year                  Y   Certified
## 4526      89251.1100         Year                  Y      Denied
## 4527      49515.3400         Year                  Y      Denied
## 4528      43932.2900         Year                  Y   Certified
## 4529      59368.0000         Year                  N      Denied
## 4530      81713.8400         Year                  Y      Denied
## 4531        824.5800         Year                  Y   Certified
## 4532     239465.3000         Year                  Y   Certified
## 4533      90538.2000         Year                  N   Certified
## 4534      48669.9400         Year                  Y   Certified
## 4535      30861.0200         Year                  Y   Certified
## 4536      35315.6400         Year                  Y      Denied
## 4537         24.7965         Hour                  Y      Denied
## 4538     164127.4100         Year                  Y   Certified
## 4539      82467.1900         Year                  Y      Denied
## 4540      52034.7400         Year                  N      Denied
## 4541      91471.6600         Year                  Y      Denied
## 4542     100112.7100         Year                  Y      Denied
## 4543       4110.4300         Year                  Y   Certified
## 4544      66323.0900         Year                  Y      Denied
## 4545     143086.8200         Year                  Y   Certified
## 4546      85340.6600         Year                  Y      Denied
## 4547      82990.3300         Year                  Y   Certified
## 4548      63957.3900         Year                  Y   Certified
## 4549      19130.7200         Year                  Y      Denied
## 4550     159140.1600         Year                  N   Certified
## 4551     103942.7300         Year                  Y   Certified
## 4552      42684.5100         Year                  Y      Denied
## 4553     103795.4200         Year                  Y   Certified
## 4554        816.3723         Hour                  Y      Denied
## 4555      54959.8000         Year                  Y   Certified
## 4556       2530.0900         Year                  Y      Denied
## 4557      26753.3000         Year                  Y      Denied
## 4558       6966.5400         Year                  Y      Denied
## 4559      33826.5500         Year                  Y   Certified
## 4560      60191.3600         Year                  Y   Certified
## 4561      98419.7300         Year                  Y      Denied
## 4562      35672.9100         Year                  Y      Denied
## 4563      82835.5200         Year                  Y      Denied
## 4564      68335.9000         Year                  Y      Denied
## 4565      69027.5600         Year                  Y   Certified
## 4566     120459.5300         Year                  Y      Denied
## 4567      90964.8900         Year                  Y      Denied
## 4568     200108.7300         Year                  Y   Certified
## 4569      49615.8800         Year                  Y   Certified
## 4570     119529.6200         Year                  Y      Denied
## 4571      84556.5000         Year                  Y   Certified
## 4572     153480.4600         Year                  Y      Denied
## 4573      63235.8900         Year                  Y   Certified
## 4574     149091.2500         Year                  Y   Certified
## 4575      41126.9800         Year                  Y      Denied
## 4576      92639.6500         Year                  Y   Certified
## 4577     119077.3900         Year                  Y   Certified
## 4578      94497.6500         Year                  Y      Denied
## 4579      41077.3600         Year                  Y   Certified
## 4580      50305.6800         Year                  Y   Certified
## 4581      78850.4800         Year                  Y   Certified
## 4582      40246.2300         Year                  Y   Certified
## 4583      71341.0500         Year                  Y      Denied
## 4584      43939.0100         Year                  Y      Denied
## 4585        611.2748         Hour                  Y      Denied
## 4586      12390.6900         Year                  Y   Certified
## 4587      53138.6300         Year                  Y   Certified
## 4588      78192.7600         Year                  Y   Certified
## 4589      91915.9600         Year                  Y   Certified
## 4590      15691.6900         Year                  Y      Denied
## 4591     109831.1600         Year                  N   Certified
## 4592      54611.6800         Year                  N   Certified
## 4593      61892.3900         Year                  Y   Certified
## 4594     103421.7300         Year                  Y      Denied
## 4595      94854.4600         Year                  Y   Certified
## 4596      61869.6800         Year                  N   Certified
## 4597      66405.1900         Year                  Y   Certified
## 4598      21927.1600         Year                  Y      Denied
## 4599     166149.8900         Year                  Y   Certified
## 4600      70948.5700         Year                  Y      Denied
## 4601      83766.6000         Year                  Y      Denied
## 4602      31334.0600         Year                  Y   Certified
## 4603     236316.3600         Year                  Y      Denied
## 4604      29254.7100         Year                  Y      Denied
## 4605      85621.4100         Year                  N      Denied
## 4606      35642.7900         Year                  Y      Denied
## 4607     156855.8700         Year                  Y      Denied
## 4608      97741.8400         Year                  Y      Denied
## 4609        990.1942         Hour                  Y      Denied
## 4610     102368.9500         Year                  Y      Denied
## 4611      34666.3600         Year                  Y      Denied
## 4612      94135.9200         Year                  Y   Certified
## 4613       8173.0300         Year                  Y   Certified
## 4614      24006.3800         Year                  Y   Certified
## 4615     151850.9100         Year                  N      Denied
## 4616      85640.7000         Year                  Y   Certified
## 4617       4628.5700         Year                  Y      Denied
## 4618      72187.7500         Year                  Y      Denied
## 4619     118475.3700         Year                  Y      Denied
## 4620      79217.6800         Year                  Y      Denied
## 4621       6925.9200         Year                  Y   Certified
## 4622      82622.7300         Year                  N      Denied
## 4623        737.7488         Hour                  Y   Certified
## 4624      49406.2300         Year                  Y   Certified
## 4625      34520.4900         Year                  Y   Certified
## 4626      59263.3400         Year                  N   Certified
## 4627       5757.8100         Year                  Y   Certified
## 4628      54803.1700         Year                  Y   Certified
## 4629      39592.3400         Year                  Y   Certified
## 4630      28935.6900         Year                  N   Certified
## 4631      73895.9600         Year                  Y      Denied
## 4632      74554.4700         Year                  Y      Denied
## 4633       9194.5600         Year                  Y   Certified
## 4634      47064.4500         Year                  Y   Certified
## 4635      46565.7700         Year                  Y      Denied
## 4636      85477.0400         Year                  N   Certified
## 4637      83812.1900         Year                  Y   Certified
## 4638      49633.3800         Year                  Y      Denied
## 4639      48937.9500         Year                  Y      Denied
## 4640        513.7152         Hour                  Y      Denied
## 4641     111312.4000         Year                  Y   Certified
## 4642     124895.0000         Year                  Y   Certified
## 4643     116040.7000         Year                  Y      Denied
## 4644      87049.1600         Year                  Y   Certified
## 4645     143328.8800         Year                  Y      Denied
## 4646       4011.2900         Year                  Y   Certified
## 4647     103753.4400         Year                  Y      Denied
## 4648      29943.9800         Year                  Y      Denied
## 4649      88732.9700         Year                  Y      Denied
## 4650     119739.7300         Year                  Y   Certified
## 4651      70300.4300         Year                  Y      Denied
## 4652      74163.9700         Year                  Y   Certified
## 4653     117123.5600         Year                  Y   Certified
## 4654      24925.8100         Year                  Y   Certified
## 4655     195883.8000         Year                  Y      Denied
## 4656      59120.1800         Year                  Y   Certified
## 4657      34147.4400         Year                  Y      Denied
## 4658     109820.5300         Year                  Y      Denied
## 4659      32853.4400         Year                  Y      Denied
## 4660      81268.0600         Year                  Y   Certified
## 4661     138569.8100         Year                  Y      Denied
## 4662      51215.2800         Year                  N      Denied
## 4663     225268.1300         Year                  N      Denied
## 4664     120134.0400         Year                  Y      Denied
## 4665     128981.5100         Year                  Y      Denied
## 4666      90678.1700         Year                  Y   Certified
## 4667      46049.9800         Year                  N   Certified
## 4668     113428.2200         Year                  Y      Denied
## 4669      75884.2000         Year                  Y      Denied
## 4670     114728.7600         Year                  Y      Denied
## 4671      71501.6900         Year                  N      Denied
## 4672      52290.6200         Year                  Y      Denied
## 4673     118784.3200         Year                  Y   Certified
## 4674      59641.5900         Year                  Y   Certified
## 4675        431.6055         Hour                  Y      Denied
## 4676      43225.6200         Year                  N      Denied
## 4677        303.0795         Hour                  Y      Denied
## 4678      27708.4900         Year                  Y      Denied
## 4679     156749.0800         Year                  Y   Certified
## 4680        134.8500         Hour                  Y      Denied
## 4681      69478.3300         Year                  Y      Denied
## 4682      99296.3400         Year                  Y   Certified
## 4683       9836.8800         Year                  Y   Certified
## 4684      68247.3900         Year                  Y      Denied
## 4685        135.1700         Year                  Y   Certified
## 4686      96447.6400         Year                  Y   Certified
## 4687     145688.5000         Year                  Y      Denied
## 4688        100.5384         Hour                  Y      Denied
## 4689        141.5100         Hour                  Y   Certified
## 4690      31531.1900         Year                  Y   Certified
## 4691     129695.2400         Year                  Y      Denied
## 4692      31241.4800         Year                  Y   Certified
## 4693     184117.8000         Year                  Y      Denied
## 4694       9439.0600         Year                  Y   Certified
## 4695      78812.4600         Year                  Y      Denied
## 4696      47172.3100         Year                  Y   Certified
## 4697     137878.0900         Year                  Y   Certified
## 4698      45234.3200         Year                  N   Certified
## 4699      72030.9800         Year                  Y      Denied
## 4700      26279.6000         Year                  Y   Certified
## 4701      10280.0400         Year                  Y   Certified
## 4702      34893.3100         Year                  Y      Denied
## 4703       2880.9400         Year                  Y      Denied
## 4704        373.2045         Hour                  Y   Certified
## 4705      66208.5400         Year                  Y   Certified
## 4706      76117.5600         Year                  Y      Denied
## 4707      11816.9800         Year                  Y   Certified
## 4708     228941.3300         Year                  Y      Denied
## 4709      37756.8000         Year                  Y   Certified
## 4710      39060.8500         Year                  Y      Denied
## 4711     110547.9900         Year                  Y      Denied
## 4712     137014.9700         Year                  Y      Denied
## 4713     106794.7000         Year                  N   Certified
## 4714      82560.7000         Year                  Y      Denied
## 4715      72354.8300         Year                  Y   Certified
## 4716      86421.6400         Year                  Y      Denied
## 4717      78661.6300         Year                  N      Denied
## 4718      66929.9000         Year                  N      Denied
## 4719      34952.4400         Year                  Y   Certified
## 4720      68577.1300         Year                  Y      Denied
## 4721     103723.9300         Year                  Y   Certified
## 4722        836.2198         Hour                  Y      Denied
## 4723      16308.1500         Year                  Y      Denied
## 4724      33368.0900         Year                  Y   Certified
## 4725     110033.6700         Year                  Y   Certified
## 4726     113935.9900         Year                  Y   Certified
## 4727     133255.6400         Year                  Y   Certified
## 4728     117782.9100         Year                  N   Certified
## 4729      55815.8000         Year                  Y   Certified
## 4730     133910.1400         Year                  Y   Certified
## 4731      80199.2100         Year                  Y      Denied
## 4732     103417.7400         Year                  Y      Denied
## 4733     121880.6900         Year                  Y   Certified
## 4734      68923.1800         Year                  N   Certified
## 4735        441.5777         Hour                  Y   Certified
## 4736      67505.6100         Year                  N   Certified
## 4737      38961.5300         Year                  Y      Denied
## 4738      17513.8600         Year                  Y   Certified
## 4739      86597.6600         Year                  Y   Certified
## 4740      49732.3600         Year                  Y   Certified
## 4741     120378.2100         Year                  N      Denied
## 4742     154669.5900         Year                  N   Certified
## 4743      19167.1700         Year                  Y   Certified
## 4744      61529.6000         Year                  N   Certified
## 4745        394.9713         Hour                  Y      Denied
## 4746     148573.0200         Year                  Y   Certified
## 4747      32322.2300         Year                  Y   Certified
## 4748      54612.5700         Year                  N   Certified
## 4749      64645.6200         Year                  Y   Certified
## 4750      96026.0300         Year                  N   Certified
## 4751      47109.7400         Year                  Y   Certified
## 4752      76915.7100         Year                  Y   Certified
## 4753     118998.9100         Year                  Y   Certified
## 4754     213882.7200         Year                  Y   Certified
## 4755     104585.4000         Year                  Y      Denied
## 4756     106865.6300         Year                  Y      Denied
## 4757      37832.1200         Year                  Y   Certified
## 4758     306021.9600         Year                  N   Certified
## 4759      96928.6600         Year                  Y   Certified
## 4760     108323.2200         Year                  N   Certified
## 4761      37760.1000         Year                  Y      Denied
## 4762     104428.5800         Year                  Y   Certified
## 4763      24963.6000         Year                  Y   Certified
## 4764     106394.6500         Year                  Y   Certified
## 4765      14861.9800         Year                  Y      Denied
## 4766      46109.3600         Year                  Y   Certified
## 4767      94134.8700         Year                  Y      Denied
## 4768     134653.6800         Year                  N      Denied
## 4769      32369.5600         Year                  Y      Denied
## 4770     160635.7000         Year                  Y      Denied
## 4771        508.8883         Hour                  Y      Denied
## 4772     119980.4000         Year                  N   Certified
## 4773       5864.7700         Year                  Y   Certified
## 4774      55920.4000         Year                  Y      Denied
## 4775       3603.5700         Year                  Y      Denied
## 4776      57786.7800         Year                  Y   Certified
## 4777      45678.4700         Year                  Y   Certified
## 4778      42002.6900         Year                  Y   Certified
## 4779      43244.4600         Year                  Y   Certified
## 4780     103632.5900         Year                  Y   Certified
## 4781     228074.2500         Year                  N   Certified
## 4782     123092.2900         Year                  Y   Certified
## 4783      83319.9800         Year                  Y   Certified
## 4784     127096.8700         Year                  N   Certified
## 4785      94809.3800         Year                  Y      Denied
## 4786      86339.5400         Year                  Y   Certified
## 4787     102780.9600         Year                  Y   Certified
## 4788     104702.8800         Year                  Y   Certified
## 4789      62275.3500         Year                  Y   Certified
## 4790      63874.4200         Year                  Y   Certified
## 4791      57482.4500         Year                  Y   Certified
## 4792      62367.8600         Year                  Y   Certified
## 4793     106686.7400         Year                  Y   Certified
## 4794      70578.4500         Year                  Y      Denied
## 4795      62979.8800         Year                  Y   Certified
## 4796      60349.2400         Year                  N   Certified
## 4797      61346.5500         Year                  Y      Denied
## 4798      77011.1300         Year                  Y      Denied
## 4799        692.9511         Hour                  Y      Denied
## 4800      72098.8200         Year                  Y   Certified
## 4801      71466.6300         Year                  Y   Certified
## 4802      42764.6800         Year                  Y   Certified
## 4803      56221.1600         Year                  Y   Certified
## 4804      38585.1100         Year                  N   Certified
## 4805      21838.6300         Year                  Y      Denied
## 4806     155397.1800         Year                  Y   Certified
## 4807     107025.2100         Year                  Y      Denied
## 4808        109.4171         Hour                  Y   Certified
## 4809      67540.0500         Week                  Y   Certified
## 4810      14888.2700         Year                  Y   Certified
## 4811      23869.0300         Year                  Y   Certified
## 4812      26652.4200         Year                  Y   Certified
## 4813         92.7343         Hour                  Y      Denied
## 4814      37741.5800         Year                  Y   Certified
## 4815      64060.6300         Year                  Y   Certified
## 4816      93627.7700         Year                  Y   Certified
## 4817     121695.8900         Year                  Y      Denied
## 4818      22076.9500         Year                  Y   Certified
## 4819      42842.7400         Year                  Y   Certified
## 4820        116.7500         Hour                  Y   Certified
## 4821      98214.7100         Year                  Y   Certified
## 4822     117431.5000         Year                  Y   Certified
## 4823     115837.2800         Year                  Y      Denied
## 4824        528.1850         Hour                  Y   Certified
## 4825     270799.9300         Year                  Y   Certified
## 4826       3414.6400         Year                  Y      Denied
## 4827       5262.1700         Year                  Y   Certified
## 4828     121415.9000         Year                  Y      Denied
## 4829      61505.7100         Year                  N      Denied
## 4830     120936.6000         Year                  Y      Denied
## 4831     115415.1000         Year                  Y   Certified
## 4832     179131.8400         Year                  Y   Certified
## 4833     102511.1900         Year                  Y   Certified
## 4834     221982.6900         Year                  Y   Certified
## 4835        496.4588         Hour                  Y      Denied
## 4836     141501.8600         Year                  Y   Certified
## 4837     129321.8100         Year                  Y      Denied
## 4838      68336.6500         Year                  Y   Certified
## 4839     121129.4500         Year                  Y   Certified
## 4840     126716.8400         Year                  N   Certified
## 4841      44986.2400        Month                  Y   Certified
## 4842      36703.7500         Year                  Y   Certified
## 4843      65729.9900         Year                  Y   Certified
## 4844      54118.1900         Year                  Y   Certified
## 4845      89004.9800         Year                  Y      Denied
## 4846     140276.6700         Year                  Y   Certified
## 4847      90954.4900         Year                  Y   Certified
## 4848     117619.1800         Year                  Y   Certified
## 4849      64955.5700         Year                  Y   Certified
## 4850     129013.4800         Year                  Y      Denied
## 4851     114165.0500         Year                  N      Denied
## 4852     107861.3600         Year                  Y      Denied
## 4853      81096.9200         Year                  Y   Certified
## 4854     108055.2900         Year                  N   Certified
## 4855     148074.5600         Year                  N   Certified
## 4856     129615.6600         Year                  N   Certified
## 4857        250.8438         Hour                  Y      Denied
## 4858      82503.8100         Year                  Y   Certified
## 4859     105169.5500         Year                  Y   Certified
## 4860      55398.7500         Year                  Y   Certified
## 4861      70710.6100         Year                  Y   Certified
## 4862      44209.9800         Year                  Y      Denied
## 4863      79462.8300         Week                  Y      Denied
## 4864      74251.8500         Year                  Y   Certified
## 4865     109817.1400         Year                  Y   Certified
## 4866      60248.7200         Year                  Y   Certified
## 4867      48433.9500         Year                  Y   Certified
## 4868     150521.4900         Year                  N   Certified
## 4869      44414.4800         Year                  Y   Certified
## 4870      34377.4200         Year                  Y      Denied
## 4871      94065.5400         Year                  Y   Certified
## 4872      77437.8400         Year                  Y   Certified
## 4873      64965.6100         Year                  Y   Certified
## 4874       6744.4200         Year                  Y   Certified
## 4875     131032.7100         Year                  Y   Certified
## 4876      70715.0100         Year                  Y   Certified
## 4877      33854.3900         Year                  Y   Certified
## 4878      99747.4600         Year                  Y      Denied
## 4879      28928.7700         Year                  Y   Certified
## 4880      60083.6900         Year                  Y      Denied
## 4881        678.6486         Hour                  Y   Certified
## 4882     124705.7400         Year                  N   Certified
## 4883      47664.7800         Year                  Y      Denied
## 4884      65446.9300         Year                  Y   Certified
## 4885      62189.2800         Year                  Y   Certified
## 4886      53562.1800         Year                  Y   Certified
## 4887      75077.1000         Year                  Y      Denied
## 4888      22495.2000         Year                  Y   Certified
## 4889      10799.7100         Year                  Y      Denied
## 4890     201623.8200         Year                  N   Certified
## 4891      43145.7000         Year                  Y      Denied
## 4892      25676.2100         Year                  Y      Denied
## 4893      21624.9700         Year                  Y   Certified
## 4894      58092.2600         Year                  Y      Denied
## 4895        228.0513         Hour                  Y      Denied
## 4896      13358.9000         Year                  Y      Denied
## 4897     129169.7600         Year                  Y      Denied
## 4898     132963.4200         Year                  N   Certified
## 4899      74019.2600         Year                  Y   Certified
## 4900      40813.4300         Year                  Y   Certified
## 4901     110793.8500         Year                  Y   Certified
## 4902      78704.0600         Year                  Y   Certified
## 4903     171140.0200         Year                  Y   Certified
## 4904      63008.7900         Year                  N   Certified
## 4905     137013.8300         Year                  Y   Certified
## 4906      62464.6300         Year                  Y   Certified
## 4907      67981.6800         Year                  Y   Certified
## 4908     101308.3900         Year                  Y   Certified
## 4909     108333.4200         Year                  Y   Certified
## 4910      41580.5000         Year                  Y   Certified
## 4911      49275.8300         Year                  Y      Denied
## 4912      64878.6100         Year                  Y   Certified
## 4913      65568.9100         Year                  Y   Certified
## 4914      27303.7000         Year                  Y   Certified
## 4915      96986.5500         Year                  Y   Certified
## 4916      28121.9700         Year                  Y   Certified
## 4917     132159.7900         Year                  N   Certified
## 4918     186807.7100         Year                  Y      Denied
## 4919     150033.6400         Year                  Y   Certified
## 4920      45182.9600         Year                  Y   Certified
## 4921       7672.1300         Year                  Y   Certified
## 4922      62840.4300         Year                  Y      Denied
## 4923      92440.7400         Year                  Y   Certified
## 4924     256903.7000         Year                  N   Certified
## 4925      38266.5300         Year                  Y      Denied
## 4926     116251.8500         Week                  Y      Denied
## 4927      59718.5600         Year                  Y   Certified
## 4928        575.3468         Hour                  Y      Denied
## 4929     133655.9500         Year                  Y   Certified
## 4930     108178.8100         Year                  Y   Certified
## 4931     146921.8400         Year                  Y   Certified
## 4932     201239.2700         Year                  Y      Denied
## 4933      64493.7200         Year                  Y   Certified
## 4934      50167.5500         Year                  Y      Denied
## 4935     126307.4600         Year                  Y   Certified
## 4936      37713.7800         Year                  Y   Certified
## 4937     242813.0700         Year                  N   Certified
## 4938        761.4506         Hour                  Y      Denied
## 4939     162237.0100         Year                  N   Certified
## 4940      93153.7500         Year                  Y      Denied
## 4941      74006.5800         Year                  Y   Certified
## 4942      52563.9700         Year                  Y   Certified
## 4943     103929.6000         Year                  Y   Certified
## 4944      13481.8500         Year                  Y      Denied
## 4945        794.0433         Hour                  Y      Denied
## 4946      16164.1600         Year                  Y   Certified
## 4947      36512.3800         Year                  Y   Certified
## 4948      64300.4600         Year                  Y   Certified
## 4949     153971.8900         Year                  Y   Certified
## 4950        997.6877         Hour                  Y      Denied
## 4951     150062.6900         Year                  Y   Certified
## 4952     176207.2400         Year                  Y   Certified
## 4953      61656.3800         Year                  Y   Certified
## 4954     121327.3700         Year                  Y      Denied
## 4955       5947.1200         Year                  Y   Certified
## 4956      27009.8900         Year                  Y   Certified
## 4957      73097.7700         Year                  Y   Certified
## 4958     150652.2200         Year                  Y      Denied
## 4959      51166.6400         Year                  Y   Certified
## 4960      14910.7400         Year                  Y   Certified
## 4961      55979.4200         Year                  Y      Denied
## 4962      51298.4100         Year                  Y   Certified
## 4963      18429.0000         Year                  Y   Certified
## 4964      60979.6900         Year                  Y   Certified
## 4965     107930.5900         Year                  Y      Denied
## 4966     217313.0800         Year                  N   Certified
## 4967      69586.4700         Year                  Y   Certified
## 4968       1626.1400         Year                  N   Certified
## 4969      76119.1700         Year                  Y      Denied
## 4970      33064.6100         Year                  Y   Certified
## 4971      57822.0800         Year                  Y   Certified
## 4972      69921.2700         Year                  Y   Certified
## 4973      71666.5000         Year                  N   Certified
## 4974      85701.1700         Year                  Y   Certified
## 4975      63324.0500         Week                  Y   Certified
## 4976     128923.2300         Year                  N   Certified
## 4977     116585.3400         Year                  Y   Certified
## 4978      58826.5100         Year                  Y      Denied
## 4979       1778.8300         Year                  Y   Certified
## 4980      83269.0200         Year                  Y   Certified
## 4981      14600.4300         Year                  Y      Denied
## 4982      89124.1700         Year                  Y      Denied
## 4983      83594.0000         Year                  Y   Certified
## 4984     128182.0700         Year                  Y   Certified
## 4985      42227.8400         Year                  Y      Denied
## 4986     253111.0500         Year                  Y   Certified
## 4987      90866.0100         Year                  Y      Denied
## 4988     107867.4400         Year                  Y   Certified
## 4989      60591.2700         Year                  Y   Certified
## 4990      15981.4400         Year                  Y   Certified
## 4991      12208.8500         Year                  Y   Certified
## 4992      10921.3600         Year                  Y   Certified
## 4993      13655.3400         Year                  Y   Certified
## 4994      42424.0600         Year                  Y      Denied
## 4995     110941.8900         Year                  Y   Certified
## 4996      96065.7600         Year                  Y   Certified
## 4997     147139.4200         Year                  Y   Certified
## 4998      46567.6800         Year                  Y   Certified
## 4999     149020.2500         Year                  N   Certified
## 5000      74366.2300         Year                  Y   Certified
## 5001      61196.1600         Year                  Y   Certified
## 5002     115977.8300         Year                  Y      Denied
## 5003     113881.2900         Year                  Y   Certified
## 5004     145722.1900         Year                  Y   Certified
## 5005     114753.2600         Year                  Y   Certified
## 5006     129267.0000         Year                  Y   Certified
## 5007        468.4512         Hour                  Y      Denied
## 5008     124155.8800         Year                  Y   Certified
## 5009      70919.8500         Year                  Y      Denied
## 5010      54983.4900         Year                  Y   Certified
## 5011     122691.9600         Year                  Y   Certified
## 5012      36776.9800         Year                  Y   Certified
## 5013     268440.3300         Year                  Y   Certified
## 5014      66561.9300         Year                  Y      Denied
## 5015      78811.7300         Year                  Y      Denied
## 5016      60130.8900         Year                  Y   Certified
## 5017     111100.5300         Year                  Y   Certified
## 5018      67175.1000         Year                  Y   Certified
## 5019       1912.0700         Year                  Y      Denied
## 5020     101373.2900         Year                  Y   Certified
## 5021      42011.9400         Year                  Y   Certified
## 5022      57703.5900         Year                  Y   Certified
## 5023     111766.9700         Year                  Y   Certified
## 5024       1030.8500         Year                  Y   Certified
## 5025      47894.4100         Year                  Y      Denied
## 5026      41212.3400         Year                  Y   Certified
## 5027       6941.6700         Year                  Y   Certified
## 5028      41455.8800         Year                  Y      Denied
## 5029      70262.2900         Year                  Y   Certified
## 5030      46022.4300         Year                  Y   Certified
## 5031      26441.9100         Year                  Y   Certified
## 5032      97329.2500         Year                  Y   Certified
## 5033     122774.8900         Year                  Y   Certified
## 5034     102681.9400         Year                  Y   Certified
## 5035      49288.6100         Year                  Y   Certified
## 5036      46430.4400         Year                  Y   Certified
## 5037      36556.7500         Year                  Y   Certified
## 5038      99734.2300         Year                  Y   Certified
## 5039      15256.4000         Year                  Y      Denied
## 5040      98009.7700         Year                  Y      Denied
## 5041      83476.7800         Year                  Y   Certified
## 5042       7773.0200         Year                  Y      Denied
## 5043      35896.2500         Year                  Y      Denied
## 5044      16635.6000         Year                  Y   Certified
## 5045      19224.0300         Year                  Y   Certified
## 5046      75468.6500         Year                  Y   Certified
## 5047      69771.6200         Year                  Y   Certified
## 5048      17874.5400         Year                  Y   Certified
## 5049     115624.1300         Year                  N   Certified
## 5050        723.9761         Hour                  Y      Denied
## 5051      63098.4300         Year                  Y   Certified
## 5052     178259.9300         Year                  Y   Certified
## 5053      88501.3100         Year                  Y      Denied
## 5054      32831.3200         Year                  Y   Certified
## 5055     135864.9700         Year                  Y   Certified
## 5056     112568.0700         Year                  Y      Denied
## 5057     106335.1700         Year                  Y      Denied
## 5058     148993.8200         Year                  Y   Certified
## 5059      22791.3100         Year                  Y      Denied
## 5060        370.3349         Hour                  Y      Denied
## 5061     208373.9500         Year                  Y   Certified
## 5062      91887.4400         Year                  Y   Certified
## 5063      99679.2900         Year                  Y   Certified
## 5064      17717.2700         Year                  Y      Denied
## 5065       3511.7300         Year                  Y   Certified
## 5066      12501.4900         Year                  Y      Denied
## 5067      49904.1700         Year                  Y   Certified
## 5068     134309.7700         Year                  Y   Certified
## 5069      77686.1600         Year                  Y      Denied
## 5070      74183.9600         Year                  Y   Certified
## 5071      76602.8400         Year                  Y   Certified
## 5072      55951.5500         Year                  Y   Certified
## 5073      53915.0300         Year                  Y      Denied
## 5074     120234.9200         Year                  Y   Certified
## 5075      57981.5500         Year                  Y   Certified
## 5076     101475.5100         Year                  Y   Certified
## 5077      91086.9700         Year                  N   Certified
## 5078      31863.5500         Year                  Y      Denied
## 5079        265.7185         Hour                  Y   Certified
## 5080     212325.3700         Year                  Y      Denied
## 5081       6904.8300         Year                  Y      Denied
## 5082     119305.2300         Year                  Y   Certified
## 5083      69111.4700         Year                  Y   Certified
## 5084       5272.3600         Year                  Y   Certified
## 5085      95843.7200         Year                  Y   Certified
## 5086      30537.8400         Year                  Y   Certified
## 5087        352.6500         Hour                  Y      Denied
## 5088      43073.3700         Year                  Y   Certified
## 5089      36721.7200         Year                  Y   Certified
## 5090      23131.7800         Year                  Y      Denied
## 5091         14.9093         Hour                  Y      Denied
## 5092     114683.0400         Year                  N   Certified
## 5093      83870.2100         Year                  Y      Denied
## 5094     155532.9200         Year                  Y   Certified
## 5095     145800.7100         Year                  Y      Denied
## 5096     100055.5900         Year                  N   Certified
## 5097     115862.0800         Year                  Y   Certified
## 5098      96786.4600         Year                  Y   Certified
## 5099      26526.5000         Year                  Y   Certified
## 5100     134721.8000         Year                  Y   Certified
## 5101      75957.2300         Year                  Y      Denied
## 5102     120809.9800         Year                  N   Certified
## 5103      70978.5900         Year                  Y   Certified
## 5104      45803.0800         Year                  Y   Certified
## 5105      53201.4800         Year                  Y      Denied
## 5106      24993.6500         Year                  Y   Certified
## 5107     104714.0500         Year                  Y      Denied
## 5108      54583.9900         Year                  Y   Certified
## 5109      27784.0300         Year                  Y   Certified
## 5110     142259.7300         Year                  N   Certified
## 5111     116779.8900         Year                  Y      Denied
## 5112      97509.4800         Year                  Y   Certified
## 5113      10164.7200         Year                  Y   Certified
## 5114       8819.9300         Year                  Y   Certified
## 5115      96786.1000         Year                  Y      Denied
## 5116     144950.6200         Year                  N   Certified
## 5117      21672.7000         Year                  Y   Certified
## 5118       6036.6700         Year                  Y   Certified
## 5119     101863.0500         Year                  Y   Certified
## 5120     122591.8500         Year                  Y   Certified
## 5121        708.9617         Hour                  Y   Certified
## 5122      14739.1500         Year                  Y   Certified
## 5123        206.4100         Hour                  Y      Denied
## 5124        707.4330         Hour                  Y   Certified
## 5125      76079.6500         Year                  Y   Certified
## 5126        605.1812         Hour                  Y   Certified
## 5127      72685.7800         Year                  N   Certified
## 5128     107906.1700         Year                  Y      Denied
## 5129     202917.6900         Year                  Y   Certified
## 5130        968.2426         Hour                  Y      Denied
## 5131      53011.9900         Year                  Y   Certified
## 5132      48005.3400         Year                  Y   Certified
## 5133        104.5600         Hour                  Y   Certified
## 5134      56543.1500         Year                  Y   Certified
## 5135      47932.3800         Year                  Y   Certified
## 5136      73062.2900         Year                  N   Certified
## 5137      47455.8700         Year                  Y   Certified
## 5138      99601.7600         Year                  Y   Certified
## 5139     149454.9400         Year                  N   Certified
## 5140      94169.8200         Year                  Y   Certified
## 5141      83334.0400         Year                  Y   Certified
## 5142      88938.9400         Year                  Y      Denied
## 5143      76390.7900         Year                  Y      Denied
## 5144      87790.2000         Year                  Y   Certified
## 5145      78203.1300         Year                  Y   Certified
## 5146     120999.0000         Year                  Y   Certified
## 5147      54615.9700         Year                  Y   Certified
## 5148     136387.3100         Year                  N      Denied
## 5149      48962.2000         Year                  Y      Denied
## 5150      98869.3100         Year                  Y   Certified
## 5151      68227.8300         Year                  Y      Denied
## 5152      71090.8500         Year                  Y   Certified
## 5153        433.2396         Hour                  Y      Denied
## 5154      38153.4000         Year                  N   Certified
## 5155      54290.3600         Year                  Y   Certified
## 5156      94679.6600         Year                  N   Certified
## 5157      80104.2200         Year                  Y   Certified
## 5158      30106.9200         Year                  Y   Certified
## 5159      53485.4000         Year                  Y      Denied
## 5160      91258.5000         Year                  Y   Certified
## 5161       3633.9900         Year                  Y      Denied
## 5162      71068.0400         Year                  Y      Denied
## 5163      12476.4000         Year                  Y   Certified
## 5164      14239.7100         Year                  Y   Certified
## 5165      76732.4000         Year                  Y   Certified
## 5166     158754.6100         Year                  N   Certified
## 5167        154.0126         Hour                  Y   Certified
## 5168        173.3297         Hour                  Y      Denied
## 5169     142631.6900         Year                  N   Certified
## 5170      94589.4100         Year                  N   Certified
## 5171     225681.7800         Year                  Y   Certified
## 5172      43725.2700         Year                  Y   Certified
## 5173      48782.0200         Year                  Y      Denied
## 5174      94972.5900         Year                  Y      Denied
## 5175      83204.3500         Year                  Y   Certified
## 5176     137368.2800         Year                  Y   Certified
## 5177      78104.8300         Year                  Y   Certified
## 5178        158.3600         Hour                  Y      Denied
## 5179        205.6246         Hour                  Y      Denied
## 5180      56862.7900         Year                  Y      Denied
## 5181      50155.2000         Year                  Y      Denied
## 5182     118483.0300         Year                  Y   Certified
## 5183     109744.0900         Year                  Y   Certified
## 5184      36839.0500         Year                  Y      Denied
## 5185        261.5594         Hour                  Y   Certified
## 5186     111535.7300         Year                  Y   Certified
## 5187      73482.2400         Year                  Y   Certified
## 5188      15272.4800         Year                  Y      Denied
## 5189       6232.8100         Year                  Y   Certified
## 5190      24871.2400         Year                  Y      Denied
## 5191     121335.0700         Year                  Y   Certified
## 5192      35765.9700         Year                  Y   Certified
## 5193     159577.4300         Year                  Y      Denied
## 5194     106876.6900         Year                  N   Certified
## 5195      55248.4300         Year                  Y   Certified
## 5196      26836.6600         Year                  Y      Denied
## 5197     105187.8900         Year                  N   Certified
## 5198     114236.1200         Year                  Y      Denied
## 5199     130396.8500         Year                  Y   Certified
## 5200      52132.3000         Year                  Y   Certified
## 5201        895.0806         Hour                  Y   Certified
## 5202        139.8032         Hour                  Y   Certified
## 5203      69193.4600         Year                  Y   Certified
## 5204     109059.8400         Year                  N      Denied
## 5205        846.7583         Hour                  Y      Denied
## 5206      24024.5800         Year                  Y   Certified
## 5207     110830.2100         Year                  Y      Denied
## 5208        872.5932         Hour                  Y      Denied
## 5209     100466.2300         Year                  Y      Denied
## 5210     192376.4900         Year                  Y      Denied
## 5211     104855.7100         Year                  N      Denied
## 5212      97162.5300         Year                  Y      Denied
## 5213        111.5107         Hour                  Y      Denied
## 5214      34848.4300         Year                  Y   Certified
## 5215     233150.4100         Year                  Y   Certified
## 5216     111971.7000         Year                  Y   Certified
## 5217      76118.7600         Year                  Y      Denied
## 5218      81066.9100         Year                  Y   Certified
## 5219      42148.8900         Year                  Y   Certified
## 5220     104812.4400         Year                  Y      Denied
## 5221     145224.3600         Year                  Y   Certified
## 5222      11597.1700         Year                  Y      Denied
## 5223      81928.5600         Year                  Y   Certified
## 5224      94707.3000         Year                  Y   Certified
## 5225     133661.3300         Year                  Y   Certified
## 5226     199162.5900         Year                  Y   Certified
## 5227      28852.1500         Year                  Y   Certified
## 5228        102.6000         Hour                  Y   Certified
## 5229      26323.3600         Year                  Y      Denied
## 5230     163519.8400         Year                  Y   Certified
## 5231     103668.6600         Year                  Y   Certified
## 5232     163566.1800         Year                  Y      Denied
## 5233      15815.3300         Year                  Y      Denied
## 5234     120285.8700         Year                  N      Denied
## 5235       3065.4000         Year                  Y      Denied
## 5236      86648.2600         Year                  Y   Certified
## 5237     116055.3500         Year                  Y   Certified
## 5238      86688.8400         Year                  Y      Denied
## 5239     120541.4200         Year                  Y   Certified
## 5240      86234.0100         Year                  Y   Certified
## 5241      75154.9100         Year                  Y   Certified
## 5242      76436.4000         Year                  Y      Denied
## 5243      79762.3700         Year                  Y   Certified
## 5244      14803.9600         Year                  Y   Certified
## 5245     100556.2500         Year                  Y   Certified
## 5246      13812.6000         Year                  Y   Certified
## 5247       3192.8100         Year                  Y      Denied
## 5248     100743.2700         Year                  Y   Certified
## 5249      17079.9300         Year                  Y   Certified
## 5250     100440.6300         Year                  Y   Certified
## 5251      89143.4300         Year                  Y   Certified
## 5252      75562.5800         Year                  N   Certified
## 5253     124267.1600         Year                  Y      Denied
## 5254        224.1068         Hour                  Y   Certified
## 5255        553.6915         Hour                  Y   Certified
## 5256      68398.4700         Year                  Y   Certified
## 5257     122360.7000         Year                  Y   Certified
## 5258        145.7400         Hour                  Y   Certified
## 5259     108480.2400         Year                  Y   Certified
## 5260      63657.8100         Year                  Y   Certified
## 5261      10382.1100         Year                  Y   Certified
## 5262      52525.4100         Year                  Y      Denied
## 5263      30384.5200         Year                  Y   Certified
## 5264      91607.2500         Year                  N   Certified
## 5265      59319.9500         Year                  Y   Certified
## 5266        920.7943         Hour                  Y      Denied
## 5267      96477.0600         Year                  Y      Denied
## 5268      79647.6900         Year                  Y      Denied
## 5269       3199.8100         Year                  Y   Certified
## 5270      45927.7100        Month                  Y   Certified
## 5271      61788.8500         Year                  Y   Certified
## 5272       1208.7000         Year                  N   Certified
## 5273     101650.2100         Year                  Y   Certified
## 5274     116280.3600         Year                  Y   Certified
## 5275     127597.9200         Year                  Y   Certified
## 5276     120338.6700         Year                  Y   Certified
## 5277      35082.8600         Year                  N   Certified
## 5278      33302.7600         Year                  Y      Denied
## 5279     123148.0900         Year                  Y      Denied
## 5280     118559.4600         Year                  N   Certified
## 5281      27900.9700         Year                  Y   Certified
## 5282      26451.9200         Year                  N      Denied
## 5283      90992.0100         Year                  Y   Certified
## 5284      32160.6200         Year                  Y      Denied
## 5285     185414.4700         Year                  Y      Denied
## 5286      35886.7100         Year                  Y   Certified
## 5287      71213.7600         Year                  Y      Denied
## 5288      94411.2400         Year                  Y      Denied
## 5289      79668.3400         Year                  Y      Denied
## 5290      77975.5700         Year                  Y      Denied
## 5291      66941.4900         Year                  Y   Certified
## 5292     106798.7300         Year                  Y   Certified
## 5293      28888.6800         Year                  Y      Denied
## 5294      33892.8600         Year                  N   Certified
## 5295      85840.3300         Year                  Y   Certified
## 5296      25858.9600         Year                  Y      Denied
## 5297     183270.5200         Year                  Y      Denied
## 5298      85567.5400         Year                  Y   Certified
## 5299      64900.6400         Year                  Y   Certified
## 5300      36420.9200         Year                  Y   Certified
## 5301     101719.2700         Year                  Y      Denied
## 5302     186343.5700         Year                  Y   Certified
## 5303      95966.4800         Year                  Y      Denied
## 5304      35041.4000         Year                  Y   Certified
## 5305      99378.2400         Year                  Y   Certified
## 5306      90196.4200         Year                  N   Certified
## 5307      87214.2400         Year                  N   Certified
## 5308     130455.9100         Year                  Y   Certified
## 5309      10433.3000         Year                  Y   Certified
## 5310      33050.6500         Year                  Y   Certified
## 5311        777.8201         Hour                  Y   Certified
## 5312      74551.9000         Year                  Y      Denied
## 5313      92629.0100         Year                  Y   Certified
## 5314      72140.6100         Year                  Y   Certified
## 5315      73056.6800         Year                  Y      Denied
## 5316     104486.7800         Year                  Y   Certified
## 5317      83907.4300         Year                  Y   Certified
## 5318        617.3676         Hour                  Y   Certified
## 5319      93498.3000         Year                  Y      Denied
## 5320     102394.6800         Year                  N   Certified
## 5321     100211.1100         Year                  Y   Certified
## 5322      74323.1000         Year                  Y   Certified
## 5323     196650.1400         Year                  Y      Denied
## 5324        404.4565         Hour                  Y   Certified
## 5325      30155.8800         Year                  Y   Certified
## 5326     123952.3500         Year                  Y   Certified
## 5327      37007.1200         Year                  Y   Certified
## 5328     210374.1500         Year                  N   Certified
## 5329      64473.5100         Year                  Y   Certified
## 5330      59802.4300         Year                  N   Certified
## 5331      70252.6300         Year                  Y   Certified
## 5332     213530.6600         Year                  Y   Certified
## 5333      85230.2800         Year                  Y      Denied
## 5334        774.7080         Hour                  Y      Denied
## 5335      10748.3000         Year                  Y   Certified
## 5336     128134.0400         Year                  N   Certified
## 5337      82507.7600         Year                  N   Certified
## 5338     100557.2700         Year                  Y   Certified
## 5339       4108.4200         Year                  Y      Denied
## 5340      56972.1200         Year                  Y   Certified
## 5341      17572.6600         Year                  Y   Certified
## 5342     107820.1700         Year                  Y   Certified
## 5343      21229.1600         Year                  Y   Certified
## 5344     104726.1700         Year                  Y      Denied
## 5345     127771.9000         Year                  N   Certified
## 5346     114876.2900         Year                  Y      Denied
## 5347        130.2700         Hour                  Y   Certified
## 5348     112341.2400         Year                  N   Certified
## 5349     129184.9700         Year                  Y   Certified
## 5350      15209.3700         Year                  Y   Certified
## 5351      55901.3100         Year                  Y      Denied
## 5352     125393.1000         Year                  Y   Certified
## 5353      27334.1400         Year                  Y   Certified
## 5354     139001.4600         Year                  Y   Certified
## 5355     307410.0200         Year                  Y      Denied
## 5356     129050.2800         Year                  Y      Denied
## 5357      69343.4600         Year                  Y      Denied
## 5358      76264.2500         Year                  N   Certified
## 5359     125624.1400         Year                  Y   Certified
## 5360      43688.6800         Year                  Y   Certified
## 5361        146.3000         Hour                  Y   Certified
## 5362        492.6745         Hour                  Y      Denied
## 5363      20314.1200         Year                  Y   Certified
## 5364     121908.8300         Week                  Y   Certified
## 5365      61564.6000         Year                  Y   Certified
## 5366      70486.6600         Year                  Y   Certified
## 5367      26838.1700         Year                  Y   Certified
## 5368      88037.1100         Year                  Y   Certified
## 5369      90681.7500         Year                  Y      Denied
## 5370      89583.4500         Year                  Y   Certified
## 5371      86145.2100         Year                  N      Denied
## 5372      52712.9700         Year                  Y      Denied
## 5373      26494.6000         Year                  Y   Certified
## 5374      72153.8900         Year                  Y   Certified
## 5375      89099.1700         Year                  Y      Denied
## 5376      53864.1400         Year                  Y   Certified
## 5377      52701.9000         Year                  Y   Certified
## 5378         10.9041         Hour                  Y      Denied
## 5379     127757.8400         Year                  Y   Certified
## 5380      60267.2900         Year                  Y   Certified
## 5381      10767.7700         Year                  Y   Certified
## 5382        920.8805         Hour                  Y      Denied
## 5383      46686.1200         Year                  Y   Certified
## 5384     112626.0800         Year                  Y   Certified
## 5385          8.5186         Hour                  Y      Denied
## 5386      89083.7900         Year                  Y      Denied
## 5387      64853.8300         Year                  N      Denied
## 5388     123381.6000         Year                  Y   Certified
## 5389     114288.8500         Year                  Y   Certified
## 5390     101716.5700         Year                  Y      Denied
## 5391      86111.1300         Year                  Y   Certified
## 5392      91457.6500         Year                  Y   Certified
## 5393      59706.3200         Year                  Y      Denied
## 5394      59344.3800         Year                  Y      Denied
## 5395        910.6628         Hour                  Y      Denied
## 5396      80979.6100         Year                  N   Certified
## 5397      18585.6400         Year                  Y   Certified
## 5398     106808.7100         Year                  Y   Certified
## 5399     117982.3600         Year                  Y   Certified
## 5400     176363.2700         Year                  Y   Certified
## 5401      74428.0200         Year                  Y   Certified
## 5402     140703.2300         Year                  Y   Certified
## 5403     106248.4800         Year                  Y   Certified
## 5404     125987.8400         Year                  Y   Certified
## 5405     190360.2300         Year                  Y   Certified
## 5406        101.5600         Hour                  Y   Certified
## 5407      72372.7000         Year                  N   Certified
## 5408        359.1049         Hour                  Y   Certified
## 5409     150777.3600         Year                  Y   Certified
## 5410      11306.7800         Year                  Y   Certified
## 5411      35934.4700         Year                  Y   Certified
## 5412       9350.2300         Year                  Y   Certified
## 5413      36140.1700         Year                  Y   Certified
## 5414       5229.9900         Year                  Y   Certified
## 5415      54184.2700         Year                  Y   Certified
## 5416     123423.0100         Year                  Y   Certified
## 5417        115.1174         Hour                  Y   Certified
## 5418      87176.5800         Year                  Y   Certified
## 5419      31299.8900         Year                  Y   Certified
## 5420      96882.0100         Year                  Y      Denied
## 5421        185.7184         Hour                  Y   Certified
## 5422      78620.2000         Year                  Y   Certified
## 5423      71682.4200         Year                  Y   Certified
## 5424      19618.8200         Year                  Y   Certified
## 5425     100326.5300         Week                  Y   Certified
## 5426       7974.7900         Year                  Y   Certified
## 5427      98722.5900         Year                  N   Certified
## 5428     118982.4200         Year                  Y   Certified
## 5429      94746.8500         Year                  N   Certified
## 5430      97117.5800         Year                  N      Denied
## 5431      57543.8600         Year                  Y   Certified
## 5432      30755.2800         Year                  Y      Denied
## 5433      76609.2700         Year                  Y   Certified
## 5434      38929.6100         Year                  Y      Denied
## 5435     106533.0800         Year                  Y   Certified
## 5436     102991.6700         Year                  Y      Denied
## 5437     207944.9200         Year                  Y   Certified
## 5438      57242.9600         Year                  Y   Certified
## 5439      63117.5000         Year                  Y   Certified
## 5440      56555.3400         Year                  Y   Certified
## 5441      61406.9100         Year                  N   Certified
## 5442      75044.5700         Year                  Y   Certified
## 5443       4841.5900         Year                  Y   Certified
## 5444      59712.2200         Year                  Y   Certified
## 5445      62412.9400         Year                  N   Certified
## 5446     122056.2500         Year                  Y   Certified
## 5447        105.8700         Hour                  Y   Certified
## 5448      47283.2100         Year                  N   Certified
## 5449     111717.2800         Year                  Y      Denied
## 5450     121751.0400         Year                  Y   Certified
## 5451     100874.3300         Year                  N   Certified
## 5452      43244.2600         Week                  Y      Denied
## 5453        780.6960         Hour                  Y      Denied
## 5454        247.0206         Hour                  Y      Denied
## 5455      49038.8200         Year                  Y   Certified
## 5456          3.4889         Hour                  Y   Certified
## 5457     158409.3400         Year                  Y      Denied
## 5458      93347.6300         Year                  Y   Certified
## 5459      40092.8600         Year                  Y   Certified
## 5460      25521.3800         Year                  Y      Denied
## 5461       1670.2700         Year                  Y   Certified
## 5462      76966.4200         Year                  Y      Denied
## 5463     104348.3100         Year                  Y   Certified
## 5464      65855.5800         Year                  Y   Certified
## 5465      33057.5400         Year                  Y   Certified
## 5466     133706.5700         Year                  Y   Certified
## 5467      29193.4300         Year                  Y   Certified
## 5468     123457.2900         Year                  Y      Denied
## 5469      36494.2300         Year                  Y   Certified
## 5470     227609.8700         Year                  Y      Denied
## 5471        117.3900         Hour                  Y   Certified
## 5472      52457.4200         Year                  Y      Denied
## 5473     151735.8000         Year                  Y   Certified
## 5474      11413.9600         Year                  Y   Certified
## 5475     107101.6000         Year                  Y   Certified
## 5476     133777.6500         Week                  Y   Certified
## 5477      69768.3500         Year                  Y   Certified
## 5478      72665.4900         Year                  Y   Certified
## 5479      75427.8400         Year                  Y   Certified
## 5480      82411.9800         Year                  Y   Certified
## 5481      83884.2500         Year                  N      Denied
## 5482     187382.7300         Year                  N   Certified
## 5483      95997.1300         Year                  Y   Certified
## 5484      95944.2100         Year                  Y   Certified
## 5485      29151.3200         Year                  Y   Certified
## 5486        876.9421         Hour                  Y   Certified
## 5487     139276.0400         Year                  Y   Certified
## 5488      52708.7400         Year                  Y   Certified
## 5489     143209.2900         Year                  Y   Certified
## 5490      77437.0800         Year                  Y   Certified
## 5491      53110.0600         Year                  Y   Certified
## 5492     143848.4600         Year                  N   Certified
## 5493     135580.9000         Year                  N   Certified
## 5494      38423.5000         Year                  Y   Certified
## 5495     140367.6600         Year                  Y   Certified
## 5496      78012.8200         Year                  Y   Certified
## 5497      89043.2500         Year                  Y      Denied
## 5498      36691.3300         Year                  N   Certified
## 5499      72229.6700         Year                  Y   Certified
## 5500     141319.4200         Year                  Y   Certified
## 5501     148005.4700         Year                  Y      Denied
## 5502      98569.0400         Year                  Y      Denied
## 5503      79251.8700         Year                  Y   Certified
## 5504     103524.0100         Year                  Y   Certified
## 5505      52931.3800         Year                  Y   Certified
## 5506      24387.5600         Year                  Y   Certified
## 5507     105717.0000         Year                  Y   Certified
## 5508      12703.3800         Year                  Y   Certified
## 5509      82119.4400         Year                  Y   Certified
## 5510      91941.0800         Year                  N      Denied
## 5511     144436.9200         Year                  Y      Denied
## 5512      39387.3000         Year                  Y   Certified
## 5513      77988.6500         Year                  Y   Certified
## 5514     107647.0200         Year                  N   Certified
## 5515      39140.9100         Year                  Y      Denied
## 5516     206722.3900         Year                  N   Certified
## 5517      31368.1200         Year                  Y      Denied
## 5518        563.3494         Hour                  Y   Certified
## 5519      89567.8200         Year                  N   Certified
## 5520      18977.7000         Year                  Y   Certified
## 5521     111706.6600         Year                  N   Certified
## 5522       6355.7100         Year                  Y   Certified
## 5523     124312.5800         Year                  Y   Certified
## 5524      68485.2100         Year                  Y      Denied
## 5525      54715.1900         Year                  Y   Certified
## 5526        502.9275         Hour                  Y      Denied
## 5527     208798.8900         Year                  Y   Certified
## 5528      60181.1900         Year                  Y   Certified
## 5529      16174.5900         Year                  Y   Certified
## 5530      86085.5600         Year                  Y   Certified
## 5531      20732.5700         Year                  Y   Certified
## 5532      50748.9800         Year                  Y   Certified
## 5533      89008.7400         Week                  Y   Certified
## 5534      61635.3700         Year                  Y   Certified
## 5535        724.3166         Hour                  Y      Denied
## 5536      56137.9500         Year                  Y   Certified
## 5537     160032.3800         Year                  Y      Denied
## 5538     130994.7600         Year                  Y   Certified
## 5539       1761.1900         Year                  Y   Certified
## 5540     136598.2800         Year                  N   Certified
## 5541      44453.4400         Year                  Y      Denied
## 5542     106537.7600         Year                  Y   Certified
## 5543      66348.8200         Year                  Y   Certified
## 5544     122231.2000         Year                  N   Certified
## 5545      75998.8600         Week                  Y   Certified
## 5546         52.8519         Hour                  Y      Denied
## 5547         37.6142         Hour                  Y      Denied
## 5548      23635.1700         Year                  Y   Certified
## 5549     107040.4500         Year                  N   Certified
## 5550      48934.8400         Year                  Y   Certified
## 5551     104901.7900         Year                  Y   Certified
## 5552       9686.1800         Year                  Y   Certified
## 5553      27836.6800         Year                  Y   Certified
## 5554      74414.5200         Year                  Y      Denied
## 5555      82643.8900         Year                  Y   Certified
## 5556      98281.2600         Year                  Y   Certified
## 5557        651.2278         Hour                  Y   Certified
## 5558      78560.2700         Year                  Y   Certified
## 5559     192174.1100         Year                  Y   Certified
## 5560      63504.3900         Week                  Y      Denied
## 5561        126.8600         Hour                  Y      Denied
## 5562     248247.6300         Year                  Y   Certified
## 5563         19.3731         Hour                  Y   Certified
## 5564      47249.1200         Year                  Y   Certified
## 5565       4715.4700         Year                  Y   Certified
## 5566     107731.5200         Year                  Y   Certified
## 5567      22019.7600         Year                  N   Certified
## 5568     122380.5700         Year                  Y      Denied
## 5569      16220.7700         Year                  Y   Certified
## 5570      14545.5000         Year                  Y   Certified
## 5571        110.2800         Hour                  Y   Certified
## 5572     105431.7100         Year                  Y   Certified
## 5573      70222.5500         Year                  N   Certified
## 5574     244813.0700         Year                  Y   Certified
## 5575      74335.9000         Year                  N   Certified
## 5576        288.1240         Hour                  Y      Denied
## 5577     152880.1300         Year                  Y   Certified
## 5578      71501.8800         Year                  Y   Certified
## 5579      83299.1100         Year                  N      Denied
## 5580      83846.8100         Year                  Y   Certified
## 5581        755.2588         Hour                  Y      Denied
## 5582     110296.1700         Year                  Y      Denied
## 5583      51972.3100         Year                  Y   Certified
## 5584      83195.5100         Year                  Y   Certified
## 5585     168240.6100         Year                  Y   Certified
## 5586      51255.9000         Year                  Y      Denied
## 5587     112513.2300         Year                  Y      Denied
## 5588     121088.8000         Year                  N   Certified
## 5589      81896.7300         Year                  Y   Certified
## 5590     111500.0700         Year                  Y      Denied
## 5591      85684.7200         Year                  Y   Certified
## 5592      62998.4800         Year                  Y   Certified
## 5593      95579.2700         Year                  Y      Denied
## 5594      52486.7400         Year                  Y   Certified
## 5595     172729.3600         Year                  Y   Certified
## 5596      16143.9900         Year                  Y      Denied
## 5597     122902.2100         Year                  Y   Certified
## 5598      20408.2900         Year                  Y   Certified
## 5599     124370.9800         Year                  Y   Certified
## 5600      90297.8800         Year                  Y      Denied
## 5601     108086.5200         Year                  Y   Certified
## 5602      64357.6500         Year                  Y   Certified
## 5603      70225.7800         Year                  Y      Denied
## 5604     155525.5600         Week                  Y      Denied
## 5605     107294.6400         Year                  Y      Denied
## 5606      20013.0900         Year                  Y   Certified
## 5607     110279.9700         Year                  Y   Certified
## 5608     127922.3800         Year                  Y   Certified
## 5609      13576.2500         Year                  Y   Certified
## 5610      85876.2800         Year                  N      Denied
## 5611      73425.3100         Year                  Y   Certified
## 5612      19326.6300         Year                  Y   Certified
## 5613      72059.0200         Year                  Y   Certified
## 5614      22906.4000         Year                  N   Certified
## 5615      77644.8700         Year                  N   Certified
## 5616      54875.4100         Year                  N   Certified
## 5617     112851.7300         Year                  Y      Denied
## 5618     126768.9200         Year                  Y   Certified
## 5619     101578.1000         Year                  Y      Denied
## 5620      21480.1500         Year                  Y   Certified
## 5621     161254.6700         Year                  Y   Certified
## 5622     154638.7800         Year                  Y   Certified
## 5623      58328.5200         Year                  Y   Certified
## 5624      91519.8000         Year                  Y   Certified
## 5625     103245.8100         Year                  N   Certified
## 5626      50149.3300         Year                  Y      Denied
## 5627        294.8820         Hour                  Y      Denied
## 5628      89785.8600         Year                  Y   Certified
## 5629      91534.1700         Year                  Y   Certified
## 5630      52047.0000         Year                  Y   Certified
## 5631       6278.0900         Year                  Y   Certified
## 5632      20334.1600         Year                  Y   Certified
## 5633      35446.2700         Year                  Y      Denied
## 5634     105054.2900         Year                  N   Certified
## 5635      65131.6200         Year                  Y   Certified
## 5636     105211.1600         Year                  Y   Certified
## 5637     139404.9100         Year                  Y   Certified
## 5638      88681.2600         Year                  Y   Certified
## 5639     104529.9000         Year                  N      Denied
## 5640      85283.8800         Year                  Y   Certified
## 5641      46272.5600         Year                  Y      Denied
## 5642      34146.4500         Year                  Y      Denied
## 5643      53628.0600         Year                  Y      Denied
## 5644      60210.1100         Year                  Y   Certified
## 5645     114191.0100         Year                  Y      Denied
## 5646     103694.8700         Year                  Y   Certified
## 5647     119102.8100         Year                  Y   Certified
## 5648     109769.3200         Year                  Y   Certified
## 5649     151611.8600         Year                  Y      Denied
## 5650      19499.7300         Year                  N   Certified
## 5651       9724.8000         Year                  N   Certified
## 5652      55606.3300         Year                  Y   Certified
## 5653      68110.6500         Year                  Y   Certified
## 5654        564.3397         Hour                  Y      Denied
## 5655      92262.1800         Year                  Y      Denied
## 5656      21396.7800         Year                  Y      Denied
## 5657     233642.4700         Year                  N   Certified
## 5658     106119.5100         Year                  Y   Certified
## 5659        603.0547         Hour                  Y   Certified
## 5660     112216.2600         Year                  Y   Certified
## 5661      41186.7700         Year                  Y   Certified
## 5662      69642.0200         Year                  Y   Certified
## 5663     104373.5500         Year                  Y   Certified
## 5664      51706.8800         Year                  Y   Certified
## 5665     123276.2500         Year                  Y      Denied
## 5666      33636.7500         Year                  Y      Denied
## 5667        615.0013         Hour                  Y      Denied
## 5668      68281.4300         Year                  Y   Certified
## 5669      43560.4800         Year                  Y   Certified
## 5670     124830.4800         Year                  Y   Certified
## 5671     114155.7400         Year                  N   Certified
## 5672      54211.1200         Year                  Y   Certified
## 5673     204046.3700         Year                  Y      Denied
## 5674      42675.9200         Year                  Y   Certified
## 5675      39476.3500         Year                  Y   Certified
## 5676       5433.5800         Year                  Y   Certified
## 5677      34142.9800         Year                  Y      Denied
## 5678        504.8187         Hour                  Y   Certified
## 5679     125849.8900         Year                  Y   Certified
## 5680      43706.2300         Year                  Y   Certified
## 5681     117448.6300         Year                  Y   Certified
## 5682     118549.8000         Year                  Y   Certified
## 5683      52234.8800         Year                  Y   Certified
## 5684      11411.1300         Year                  Y   Certified
## 5685      53249.1600         Year                  Y      Denied
## 5686      45146.9800         Year                  Y      Denied
## 5687      38870.5600         Year                  Y   Certified
## 5688     143751.1200         Year                  Y   Certified
## 5689     189236.1700         Year                  Y   Certified
## 5690     146591.0900         Year                  Y   Certified
## 5691        284.1352         Hour                  Y      Denied
## 5692      62417.0400         Year                  Y      Denied
## 5693      92156.5600         Year                  Y   Certified
## 5694      72461.1300         Year                  Y   Certified
## 5695      42672.9400         Year                  Y   Certified
## 5696      48554.0600         Year                  Y   Certified
## 5697      54342.7900         Year                  N   Certified
## 5698      14916.5500         Year                  Y   Certified
## 5699     102461.4600         Year                  Y      Denied
## 5700      34744.4500         Year                  Y   Certified
## 5701     139339.1600         Year                  Y   Certified
## 5702      87947.0600         Year                  Y   Certified
## 5703      69497.6700         Year                  Y   Certified
## 5704      53004.5500         Year                  Y   Certified
## 5705     102906.3300         Year                  N   Certified
## 5706      67384.4200         Year                  N   Certified
## 5707      69003.2400         Year                  Y      Denied
## 5708      21243.6400         Year                  Y      Denied
## 5709     127868.0100         Year                  Y   Certified
## 5710      87967.2300         Year                  Y      Denied
## 5711      35576.9200         Year                  Y   Certified
## 5712      28028.7200         Year                  Y      Denied
## 5713      59862.7600         Year                  Y   Certified
## 5714     110913.6500         Year                  Y      Denied
## 5715      14139.4600         Year                  Y   Certified
## 5716     173861.4800         Year                  Y      Denied
## 5717        310.6986         Hour                  Y      Denied
## 5718     147919.6200         Year                  Y   Certified
## 5719     120788.0200         Year                  Y   Certified
## 5720        154.4200         Hour                  Y   Certified
## 5721        356.8087         Hour                  Y   Certified
## 5722       6984.2500         Year                  Y   Certified
## 5723      90911.4700        Month                  Y   Certified
## 5724      90484.3900         Year                  Y   Certified
## 5725      62455.6600         Year                  Y   Certified
## 5726     122684.7200         Year                  Y   Certified
## 5727      19912.9000         Year                  Y   Certified
## 5728      73889.0000         Year                  Y   Certified
## 5729     151417.5500         Year                  N   Certified
## 5730      87799.6900         Year                  Y   Certified
## 5731     151692.7300         Year                  Y      Denied
## 5732     137131.1300         Year                  N   Certified
## 5733     112623.7400         Year                  Y   Certified
## 5734      93075.1400         Year                  Y   Certified
## 5735      99470.7700         Year                  Y   Certified
## 5736     152766.9700         Year                  Y   Certified
## 5737      68382.9200         Year                  Y   Certified
## 5738     118085.2800         Year                  N   Certified
## 5739     120127.5300         Year                  Y   Certified
## 5740     163428.0400         Year                  Y      Denied
## 5741     121270.8300         Year                  Y      Denied
## 5742     129748.8100         Year                  Y   Certified
## 5743     109251.9200         Year                  Y      Denied
## 5744      24931.2500         Year                  Y   Certified
## 5745     120156.4000         Year                  N      Denied
## 5746       4734.4500         Year                  Y   Certified
## 5747     140331.0100         Year                  N   Certified
## 5748      43085.7400         Year                  Y   Certified
## 5749        509.5368         Hour                  Y      Denied
## 5750      76918.0800         Year                  Y   Certified
## 5751      61920.4800         Year                  Y      Denied
## 5752      63678.9000         Year                  Y      Denied
## 5753      17592.4400         Year                  Y   Certified
## 5754       5495.9900         Year                  Y      Denied
## 5755      40607.1500         Year                  Y      Denied
## 5756     246955.1900         Year                  N   Certified
## 5757      75585.5400         Year                  Y   Certified
## 5758     108165.6300         Year                  Y   Certified
## 5759     126612.6800         Year                  Y      Denied
## 5760     167084.5700         Year                  Y      Denied
## 5761      75560.6700         Year                  Y      Denied
## 5762      24535.6500         Year                  Y      Denied
## 5763     140493.1600         Year                  Y   Certified
## 5764      50170.3200         Year                  Y   Certified
## 5765      61052.3100         Year                  N   Certified
## 5766     132347.7500         Year                  Y   Certified
## 5767      66036.9900         Year                  Y   Certified
## 5768      14291.6000         Year                  Y   Certified
## 5769      28662.7700         Year                  Y      Denied
## 5770      29118.3900         Year                  Y   Certified
## 5771      29350.9400         Year                  Y   Certified
## 5772     139260.8000         Year                  Y   Certified
## 5773      41554.8200         Year                  Y   Certified
## 5774        649.4400         Year                  Y   Certified
## 5775      12275.8600         Year                  Y   Certified
## 5776      95914.4200         Year                  Y   Certified
## 5777      70883.9200         Year                  Y   Certified
## 5778     148221.5400         Year                  Y   Certified
## 5779     114540.0500         Year                  Y   Certified
## 5780      68013.1600         Year                  Y   Certified
## 5781     147518.3800         Year                  Y   Certified
## 5782      34323.9800         Year                  Y   Certified
## 5783     112125.7200         Year                  Y   Certified
## 5784      68033.1700         Year                  Y   Certified
## 5785        249.1278         Hour                  Y      Denied
## 5786      68937.1300         Year                  Y   Certified
## 5787     110045.0100         Year                  Y   Certified
## 5788     103121.8800         Year                  Y   Certified
## 5789      19906.4200         Year                  Y   Certified
## 5790      61053.8700         Year                  Y   Certified
## 5791      25577.2200         Year                  Y   Certified
## 5792      57206.3000         Year                  Y   Certified
## 5793      54329.8600         Year                  Y   Certified
## 5794     121695.1000         Year                  Y   Certified
## 5795       2007.7100         Year                  Y   Certified
## 5796      78424.7700         Year                  Y   Certified
## 5797        175.3600         Hour                  Y   Certified
## 5798     100137.5400         Year                  Y   Certified
## 5799      66894.6600         Year                  Y   Certified
## 5800      84505.4600         Year                  Y   Certified
## 5801      24679.1400         Year                  Y   Certified
## 5802       7183.3400         Year                  Y      Denied
## 5803      40253.4000         Year                  Y   Certified
## 5804      82920.3200         Year                  Y   Certified
## 5805      30508.0200         Year                  Y   Certified
## 5806      52196.7300         Year                  Y   Certified
## 5807        218.3800         Hour                  Y   Certified
## 5808      34180.4200         Year                  Y   Certified
## 5809        280.2427         Hour                  Y   Certified
## 5810      79374.9600         Year                  Y   Certified
## 5811      93950.3900         Year                  Y      Denied
## 5812      54076.8800         Year                  N   Certified
## 5813      60498.1800         Year                  Y   Certified
## 5814      48050.5500         Year                  Y      Denied
## 5815      53790.3400         Year                  Y   Certified
## 5816      32729.3200         Year                  N      Denied
## 5817     123187.3200         Year                  N   Certified
## 5818      19034.3900         Year                  Y   Certified
## 5819     163334.7800         Year                  N   Certified
## 5820      82299.5900         Year                  Y   Certified
## 5821     108288.5900         Year                  Y      Denied
## 5822        101.5100         Hour                  Y      Denied
## 5823     120249.0600         Year                  Y   Certified
## 5824      27617.0600         Year                  Y   Certified
## 5825      30944.7900         Year                  Y      Denied
## 5826        467.2400         Hour                  Y      Denied
## 5827      76755.2000         Year                  Y   Certified
## 5828      28602.2900         Year                  Y      Denied
## 5829      36973.6700         Year                  N   Certified
## 5830     304543.6700         Year                  Y   Certified
## 5831     110493.6400         Year                  N   Certified
## 5832     137365.5800         Year                  Y      Denied
## 5833      90796.9600         Year                  N   Certified
## 5834      61488.4300         Year                  Y      Denied
## 5835     123360.9700         Year                  Y   Certified
## 5836      53223.5300         Year                  Y   Certified
## 5837      44763.3300         Year                  N   Certified
## 5838      49165.6900         Year                  Y   Certified
## 5839      69250.9600         Year                  Y   Certified
## 5840        702.9446         Hour                  Y      Denied
## 5841        257.6062         Hour                  Y      Denied
## 5842     120559.4000         Year                  Y   Certified
## 5843      62864.9600         Year                  Y   Certified
## 5844      40485.3100         Year                  Y   Certified
## 5845     121205.4100         Year                  Y   Certified
## 5846      40040.4500         Year                  Y   Certified
## 5847      95712.5000         Year                  N   Certified
## 5848        646.7635         Hour                  Y   Certified
## 5849     130544.5500         Week                  Y      Denied
## 5850     105579.1300         Year                  Y   Certified
## 5851      91401.2100         Year                  Y   Certified
## 5852      32882.3100         Year                  Y   Certified
## 5853      45804.3600         Year                  Y      Denied
## 5854     154764.8300         Year                  Y   Certified
## 5855       7218.4300         Year                  Y   Certified
## 5856     142223.4200         Year                  Y   Certified
## 5857     117937.2900         Year                  N   Certified
## 5858     106176.9600         Year                  Y   Certified
## 5859     130358.7500         Year                  Y   Certified
## 5860      81425.3900         Year                  Y      Denied
## 5861     108239.9500         Year                  Y      Denied
## 5862     102803.0900         Year                  Y   Certified
## 5863      24695.4400         Year                  N   Certified
## 5864     165283.1600         Year                  Y   Certified
## 5865      42929.4200         Year                  Y   Certified
## 5866     133664.8600         Year                  Y   Certified
## 5867     169131.1700         Week                  Y   Certified
## 5868      37142.9500         Year                  Y   Certified
## 5869      35976.4100         Year                  Y   Certified
## 5870        698.2524         Hour                  Y      Denied
## 5871      73826.5100         Year                  Y   Certified
## 5872     126845.2100         Year                  Y      Denied
## 5873     113940.7000         Year                  Y      Denied
## 5874      92344.0700         Year                  Y   Certified
## 5875      38998.5700         Year                  Y   Certified
## 5876      88775.9000         Year                  Y      Denied
## 5877     186881.0500         Year                  Y   Certified
## 5878        102.9700         Hour                  Y      Denied
## 5879        724.9628         Hour                  Y      Denied
## 5880     107036.5300         Year                  Y   Certified
## 5881      75267.7300         Year                  Y   Certified
## 5882      41704.2800         Year                  Y   Certified
## 5883      53811.8200         Year                  Y   Certified
## 5884      92454.2600         Year                  Y   Certified
## 5885     112292.1400         Year                  N   Certified
## 5886      43924.7500         Year                  Y   Certified
## 5887      28082.1000         Year                  Y      Denied
## 5888     104521.6400         Year                  Y   Certified
## 5889     115712.1100         Year                  N   Certified
## 5890      82650.5800         Year                  N   Certified
## 5891     140701.8600         Year                  N      Denied
## 5892      46249.0700         Year                  Y      Denied
## 5893      20675.2500         Year                  Y      Denied
## 5894     236918.2900         Year                  N   Certified
## 5895     112580.5900         Year                  N   Certified
## 5896       1481.4000         Year                  Y   Certified
## 5897      77610.7300         Year                  Y   Certified
## 5898      19185.7600         Year                  Y   Certified
## 5899      91648.4200         Year                  Y   Certified
## 5900        436.5722         Hour                  Y      Denied
## 5901      79313.3600         Year                  N   Certified
## 5902      61202.2700         Year                  Y      Denied
## 5903      95912.0900         Year                  Y   Certified
## 5904       4201.9200         Year                  Y   Certified
## 5905     106028.4800         Year                  N   Certified
## 5906     156933.4800         Year                  Y      Denied
## 5907      80063.4500         Year                  Y   Certified
## 5908      63738.2400         Year                  Y   Certified
## 5909     103844.7900         Year                  Y      Denied
## 5910      14770.2000         Year                  Y   Certified
## 5911     125096.1600         Year                  Y   Certified
## 5912     111552.1000         Year                  N   Certified
## 5913      71436.9800         Year                  Y   Certified
## 5914      59788.4200         Year                  Y   Certified
## 5915      30797.9400         Year                  Y   Certified
## 5916      56688.0000         Year                  Y   Certified
## 5917      22941.2500         Year                  Y      Denied
## 5918     137454.8400         Year                  Y   Certified
## 5919        129.6200         Hour                  Y   Certified
## 5920      30135.7200         Year                  Y      Denied
## 5921     229494.5500         Year                  Y   Certified
## 5922        978.5011         Hour                  Y   Certified
## 5923      42903.7400         Year                  Y      Denied
## 5924        504.7200         Year                  Y   Certified
## 5925     138314.5200         Year                  Y      Denied
## 5926      81307.9700         Year                  Y   Certified
## 5927       7379.0800         Year                  Y      Denied
## 5928      79642.3900         Year                  Y   Certified
## 5929     112316.9800         Year                  Y   Certified
## 5930      58292.9600         Year                  Y   Certified
## 5931      20432.1800         Year                  Y   Certified
## 5932      56172.7200         Year                  Y   Certified
## 5933      48622.8800         Year                  Y   Certified
## 5934      47080.8300         Year                  Y   Certified
## 5935       9736.7300         Year                  Y   Certified
## 5936      78375.8200         Year                  Y   Certified
## 5937      62324.2400         Year                  Y      Denied
## 5938     144929.1600         Year                  Y      Denied
## 5939        926.7839         Hour                  Y      Denied
## 5940      80567.0500         Year                  Y   Certified
## 5941      63455.6800         Year                  Y      Denied
## 5942      58057.0000         Year                  Y   Certified
## 5943      31883.0000         Year                  Y   Certified
## 5944      52750.5600         Year                  Y   Certified
## 5945     112532.2400         Year                  Y   Certified
## 5946     165693.2600         Year                  N   Certified
## 5947     130817.4200         Year                  Y      Denied
## 5948     131315.3700         Year                  Y   Certified
## 5949      77160.4300         Year                  Y   Certified
## 5950      66874.4600         Year                  Y      Denied
## 5951      92941.4400         Year                  Y      Denied
## 5952     124760.9200         Year                  Y   Certified
## 5953      25331.1400         Year                  Y      Denied
## 5954      78133.6200         Year                  Y   Certified
## 5955      59562.6900         Year                  Y   Certified
## 5956     172824.9800         Year                  Y   Certified
## 5957      74377.4200         Year                  Y      Denied
## 5958     203350.1900         Year                  N   Certified
## 5959      17920.4500         Year                  N   Certified
## 5960      61929.9700         Year                  Y      Denied
## 5961        181.3927         Hour                  Y      Denied
## 5962      73431.4400         Year                  Y      Denied
## 5963     101905.7400         Year                  Y   Certified
## 5964       9885.7000         Year                  Y   Certified
## 5965        259.4118         Hour                  Y   Certified
## 5966      49083.9000         Year                  Y   Certified
## 5967      70133.5100         Year                  Y   Certified
## 5968      21608.5500         Year                  Y   Certified
## 5969      80985.4300         Year                  Y   Certified
## 5970      15777.4600         Year                  Y      Denied
## 5971     130443.7600         Year                  Y   Certified
## 5972      96126.2100         Year                  Y   Certified
## 5973     124082.6800         Year                  Y      Denied
## 5974     105804.4000         Year                  N   Certified
## 5975     137475.2200         Year                  Y   Certified
## 5976     136159.9800         Year                  Y   Certified
## 5977      72149.0400         Year                  Y      Denied
## 5978      29982.7300         Year                  Y      Denied
## 5979     106851.3800         Year                  Y      Denied
## 5980      73416.0800         Year                  Y   Certified
## 5981     142164.3900         Year                  Y   Certified
## 5982        964.0361         Hour                  Y   Certified
## 5983     129744.3500         Year                  Y   Certified
## 5984      66392.6700         Year                  Y   Certified
## 5985     116859.6000         Year                  Y      Denied
## 5986     191522.3000         Week                  Y   Certified
## 5987      29425.8500         Year                  Y   Certified
## 5988      85269.3400         Year                  Y   Certified
## 5989     123737.5400         Year                  Y      Denied
## 5990      49649.1800         Year                  Y   Certified
## 5991     144447.5700         Year                  Y   Certified
## 5992        664.6442         Hour                  Y   Certified
## 5993      38654.3700         Year                  Y      Denied
## 5994      26946.5300         Year                  Y      Denied
## 5995      66665.4400         Week                  Y   Certified
## 5996     136316.3800         Year                  Y   Certified
## 5997      43121.2300         Year                  N   Certified
## 5998      69738.0000         Year                  Y   Certified
## 5999     133899.9000         Year                  N   Certified
## 6000      86487.8300         Year                  Y   Certified
## 6001     109817.6600         Year                  Y   Certified
## 6002      72647.0700         Year                  Y   Certified
## 6003      22329.3700         Year                  Y   Certified
## 6004      63057.4500         Year                  Y   Certified
## 6005      95142.8700         Year                  Y   Certified
## 6006      28235.1400         Year                  Y      Denied
## 6007         95.8502         Hour                  Y   Certified
## 6008      39170.7800         Year                  Y   Certified
## 6009      97471.6200         Year                  Y   Certified
## 6010      36902.5400         Year                  Y   Certified
## 6011      22392.5100         Year                  Y   Certified
## 6012      11594.9000         Year                  Y   Certified
## 6013      28769.5200         Year                  Y   Certified
## 6014      39186.4300         Year                  Y   Certified
## 6015      91609.3500         Year                  Y   Certified
## 6016      23504.9900         Year                  Y      Denied
## 6017      42988.7200         Year                  Y   Certified
## 6018      66865.9700         Year                  N   Certified
## 6019      22383.4500         Year                  Y      Denied
## 6020     210280.8800         Year                  Y      Denied
## 6021      89574.6600         Year                  Y   Certified
## 6022      36356.9600         Year                  Y   Certified
## 6023      46228.4000         Year                  N   Certified
## 6024      65561.2700         Year                  Y   Certified
## 6025        491.9346         Hour                  Y   Certified
## 6026        798.4925         Hour                  Y      Denied
## 6027     114331.5000         Year                  Y   Certified
## 6028      72782.5300         Year                  Y   Certified
## 6029     228805.9100         Year                  Y   Certified
## 6030      31972.0800         Year                  Y   Certified
## 6031     132197.8000         Year                  Y   Certified
## 6032     121831.0500         Year                  Y   Certified
## 6033      40712.9800         Year                  N   Certified
## 6034       3776.7100         Year                  Y   Certified
## 6035     121123.0800         Year                  N   Certified
## 6036        113.9600         Year                  Y   Certified
## 6037      86920.4500         Year                  Y   Certified
## 6038     106035.0300         Year                  N   Certified
## 6039      85538.1900         Year                  Y   Certified
## 6040     101497.7200         Year                  Y   Certified
## 6041     207753.2600         Year                  Y   Certified
## 6042      26666.6100         Year                  Y   Certified
## 6043     141132.7200         Year                  N   Certified
## 6044      57112.4000         Year                  Y   Certified
## 6045      39359.6800         Year                  Y   Certified
## 6046     111287.1400         Year                  Y   Certified
## 6047      49391.4500         Year                  Y   Certified
## 6048     103893.1400         Year                  Y      Denied
## 6049      63907.0400         Year                  Y      Denied
## 6050     126460.7400         Year                  Y      Denied
## 6051      32322.9000         Year                  Y   Certified
## 6052      31585.3100         Year                  Y   Certified
## 6053     127678.2500         Year                  Y   Certified
## 6054      24667.7600         Year                  Y   Certified
## 6055      90143.3900         Year                  N   Certified
## 6056     112406.6100         Year                  N      Denied
## 6057      53436.8500         Year                  Y   Certified
## 6058      15258.1800         Year                  Y   Certified
## 6059       5632.2500         Year                  Y   Certified
## 6060     131407.3000         Year                  Y   Certified
## 6061      36307.5800         Year                  Y   Certified
## 6062      84763.7700         Year                  Y   Certified
## 6063        177.8352         Hour                  Y   Certified
## 6064      67663.2100         Year                  Y   Certified
## 6065      65363.6200         Year                  Y   Certified
## 6066      69399.7100         Year                  Y      Denied
## 6067      40278.6200         Year                  Y   Certified
## 6068      43133.7100         Year                  Y      Denied
## 6069     118318.4800         Year                  Y   Certified
## 6070      82751.8200         Year                  Y   Certified
## 6071      36686.0300         Year                  Y   Certified
## 6072      10137.3900         Year                  Y   Certified
## 6073      31318.0600         Year                  Y   Certified
## 6074      85248.5400         Year                  N   Certified
## 6075        231.9380         Hour                  Y      Denied
## 6076      69576.4000         Year                  Y      Denied
## 6077      42061.4100         Year                  Y      Denied
## 6078      47339.6900         Year                  N   Certified
## 6079     112539.5400         Year                  N   Certified
## 6080      44434.8600         Year                  Y      Denied
## 6081       3727.9700         Year                  Y   Certified
## 6082      29586.2800         Year                  Y      Denied
## 6083        491.9008         Hour                  Y   Certified
## 6084      73305.4600         Year                  Y   Certified
## 6085     141324.7200         Year                  Y   Certified
## 6086      59990.3200         Year                  Y      Denied
## 6087      85091.8900         Year                  Y      Denied
## 6088      71562.8300         Year                  Y      Denied
## 6089     102640.3300         Year                  Y      Denied
## 6090      60579.4600         Year                  Y      Denied
## 6091     250899.0700         Year                  Y   Certified
## 6092        672.5571         Hour                  Y   Certified
## 6093      15728.3000         Year                  Y      Denied
## 6094       6251.1300         Year                  Y   Certified
## 6095     133743.6300         Year                  Y   Certified
## 6096      39448.2000         Year                  Y      Denied
## 6097       8092.9700         Year                  Y   Certified
## 6098     109600.1300         Year                  Y   Certified
## 6099     115974.5600         Year                  Y      Denied
## 6100      12503.6600         Year                  Y      Denied
## 6101        249.9158         Hour                  Y      Denied
## 6102     147213.9200         Year                  Y   Certified
## 6103     121631.7600         Year                  N   Certified
## 6104      61180.0600         Year                  Y   Certified
## 6105      84525.9100         Year                  Y   Certified
## 6106     120085.7200         Year                  Y   Certified
## 6107      38191.8900         Year                  N   Certified
## 6108      68654.0900         Year                  Y   Certified
## 6109      77179.1000         Year                  Y   Certified
## 6110       6071.6000         Year                  Y      Denied
## 6111      66088.6300         Year                  Y   Certified
## 6112       6665.9600         Year                  Y   Certified
## 6113     110606.8800         Year                  Y   Certified
## 6114      97764.7300         Year                  Y   Certified
## 6115      21888.8200         Year                  Y      Denied
## 6116     117626.1800         Year                  Y   Certified
## 6117      92270.5100         Year                  Y   Certified
## 6118      26795.9200         Year                  N   Certified
## 6119      81532.2800         Year                  Y   Certified
## 6120      32459.3500         Year                  Y   Certified
## 6121      45703.5000         Year                  Y      Denied
## 6122        373.7218         Hour                  Y      Denied
## 6123     116347.1500         Year                  N      Denied
## 6124     105535.1100         Year                  Y   Certified
## 6125      70297.3800         Year                  Y   Certified
## 6126      36894.0700         Year                  Y   Certified
## 6127      21205.7100         Year                  Y      Denied
## 6128      56621.4800         Year                  Y      Denied
## 6129     138170.1800         Year                  N   Certified
## 6130     108648.2600         Year                  Y   Certified
## 6131     126269.3400         Year                  Y   Certified
## 6132      25191.7900         Year                  Y   Certified
## 6133      64488.0700         Year                  Y      Denied
## 6134      83735.9300         Year                  Y   Certified
## 6135      82672.6200         Year                  Y      Denied
## 6136      31806.4100         Year                  Y   Certified
## 6137     259739.3500         Year                  Y   Certified
## 6138     161136.8400         Year                  N   Certified
## 6139      24067.4600         Year                  Y   Certified
## 6140     122674.7600         Year                  Y   Certified
## 6141     128792.4500         Year                  Y      Denied
## 6142      18149.4100         Year                  Y   Certified
## 6143     111375.1900         Year                  N      Denied
## 6144      25696.8400         Year                  Y   Certified
## 6145      34796.5000         Year                  Y      Denied
## 6146      86692.8500         Year                  N      Denied
## 6147      99792.8200         Year                  Y      Denied
## 6148       4777.1500         Year                  Y      Denied
## 6149     240798.5600         Year                  Y   Certified
## 6150      99876.1300         Year                  Y   Certified
## 6151     115287.2100         Year                  Y      Denied
## 6152      43584.7200         Year                  Y      Denied
## 6153      43999.8200         Year                  Y      Denied
## 6154      96871.7900         Year                  Y   Certified
## 6155      37123.2800         Year                  Y   Certified
## 6156      54488.3100         Year                  Y   Certified
## 6157      12922.4700         Year                  Y   Certified
## 6158      27711.5300         Year                  Y      Denied
## 6159      81963.1400         Year                  Y   Certified
## 6160     114694.9100         Year                  Y      Denied
## 6161      20647.5400         Year                  Y   Certified
## 6162     122898.1100         Year                  Y   Certified
## 6163      93133.4000         Year                  Y   Certified
## 6164      63507.7300         Year                  Y      Denied
## 6165      61573.9800         Year                  Y      Denied
## 6166     121441.2600         Year                  N      Denied
## 6167      27924.9000         Year                  Y   Certified
## 6168     165751.2300         Year                  Y   Certified
## 6169     128335.4400         Year                  N   Certified
## 6170      52293.3600         Year                  Y   Certified
## 6171       9203.4300         Year                  Y   Certified
## 6172       5743.1800         Year                  Y   Certified
## 6173      90037.1600         Year                  Y   Certified
## 6174     104454.2500         Year                  N   Certified
## 6175     103366.2500         Year                  Y      Denied
## 6176       1445.5600         Year                  Y   Certified
## 6177      91852.4200         Year                  Y      Denied
## 6178     147561.9200         Year                  Y   Certified
## 6179      68345.2400         Year                  Y      Denied
## 6180      92980.8100         Year                  Y      Denied
## 6181     118945.2700         Year                  Y      Denied
## 6182      20891.8700         Year                  Y   Certified
## 6183     140198.6200         Year                  N   Certified
## 6184      32050.2100         Year                  Y      Denied
## 6185     146548.1200         Year                  Y      Denied
## 6186      83273.7800         Year                  Y   Certified
## 6187        418.8264         Hour                  Y   Certified
## 6188     142917.1200         Year                  N      Denied
## 6189        101.2200         Hour                  Y      Denied
## 6190     116383.1000         Year                  Y   Certified
## 6191      49432.4500         Year                  Y      Denied
## 6192      29480.3000         Year                  Y      Denied
## 6193      91818.6200         Year                  Y   Certified
## 6194      60487.5400         Year                  Y      Denied
## 6195     123157.6300         Year                  Y   Certified
## 6196     238109.7200         Year                  Y   Certified
## 6197      65761.6200         Year                  Y   Certified
## 6198      21385.2400         Year                  Y   Certified
## 6199      56044.9600         Year                  Y      Denied
## 6200      89918.4700         Week                  Y   Certified
## 6201     128376.1700         Year                  Y      Denied
## 6202      99812.4300         Year                  Y      Denied
## 6203        396.9152         Hour                  Y      Denied
## 6204      16479.7100         Year                  Y   Certified
## 6205      92231.7500         Year                  Y   Certified
## 6206      95645.2900         Year                  Y   Certified
## 6207      78103.7400         Year                  Y      Denied
## 6208     147419.9000         Year                  Y   Certified
## 6209      55136.5400         Year                  N   Certified
## 6210     151277.0400         Year                  Y   Certified
## 6211     102595.2400         Year                  Y   Certified
## 6212     167014.3800         Year                  Y   Certified
## 6213      48569.5100         Year                  Y   Certified
## 6214      83097.4200         Year                  Y   Certified
## 6215      46073.0400         Year                  Y   Certified
## 6216      62707.5200         Year                  Y   Certified
## 6217      91080.4200         Year                  Y   Certified
## 6218      84584.4600         Year                  Y   Certified
## 6219      48229.2900         Year                  Y   Certified
## 6220      97561.9700         Year                  Y   Certified
## 6221         12.2234         Hour                  Y   Certified
## 6222      69009.9700         Year                  Y   Certified
## 6223      95060.4200         Year                  Y      Denied
## 6224        604.0816         Hour                  Y   Certified
## 6225      22397.6900         Year                  Y   Certified
## 6226     142302.4700         Year                  Y   Certified
## 6227      41411.1900         Year                  Y   Certified
## 6228     136085.6700         Year                  Y   Certified
## 6229     119266.2200         Year                  Y   Certified
## 6230     281418.0300         Year                  Y   Certified
## 6231     239151.6100         Year                  N   Certified
## 6232      60585.6300         Year                  Y   Certified
## 6233     208822.6300         Year                  Y   Certified
## 6234      37305.3900         Year                  Y      Denied
## 6235      51044.9800         Year                  N   Certified
## 6236      53965.3200         Year                  Y      Denied
## 6237        137.1500         Hour                  Y      Denied
## 6238      45050.3600         Year                  Y      Denied
## 6239      45240.7600         Year                  Y   Certified
## 6240      33917.0800         Year                  Y      Denied
## 6241      32485.1200         Year                  Y   Certified
## 6242     113828.0300         Year                  Y      Denied
## 6243      87618.4300         Year                  Y   Certified
## 6244      35886.7500         Year                  Y      Denied
## 6245      69750.7400         Year                  Y   Certified
## 6246      15615.8700         Year                  Y   Certified
## 6247     280205.2700         Year                  Y      Denied
## 6248     197291.4300         Year                  Y      Denied
## 6249        511.4655         Hour                  Y      Denied
## 6250     272756.5300         Year                  N   Certified
## 6251        301.2781         Hour                  Y      Denied
## 6252      78338.8200         Year                  Y   Certified
## 6253      63643.4100         Year                  N   Certified
## 6254      98755.6300         Year                  Y   Certified
## 6255      31708.9100         Year                  Y   Certified
## 6256      31411.5600         Year                  Y      Denied
## 6257      69591.3900         Year                  N   Certified
## 6258     110110.2800         Year                  Y   Certified
## 6259     144791.8400         Year                  Y      Denied
## 6260     111802.6800         Year                  Y   Certified
## 6261      76214.6200         Year                  Y   Certified
## 6262      93895.4800         Year                  Y      Denied
## 6263     115137.6700         Year                  Y   Certified
## 6264        187.0879         Hour                  Y      Denied
## 6265      76548.5100         Year                  Y   Certified
## 6266      11468.3100         Year                  Y   Certified
## 6267      63480.8200         Week                  Y      Denied
## 6268      75241.7500         Year                  Y   Certified
## 6269     105507.4000         Year                  Y      Denied
## 6270     195998.1200         Year                  Y      Denied
## 6271      81913.5600         Year                  Y   Certified
## 6272      82294.1300         Year                  Y   Certified
## 6273      76838.5100         Year                  N   Certified
## 6274      35337.6300         Year                  Y   Certified
## 6275      80886.4000         Week                  Y   Certified
## 6276        521.7731         Hour                  Y      Denied
## 6277     130175.4700         Year                  Y   Certified
## 6278      49071.8000         Year                  Y      Denied
## 6279      39700.3900         Year                  Y      Denied
## 6280        419.7764         Hour                  Y      Denied
## 6281      14036.3000         Year                  Y   Certified
## 6282      80599.0400         Year                  Y      Denied
## 6283        451.5117         Hour                  Y   Certified
## 6284       2118.4800         Year                  Y   Certified
## 6285     154549.4700         Year                  Y   Certified
## 6286      73091.3200         Year                  Y      Denied
## 6287     154695.0400         Year                  N   Certified
## 6288      80471.0000         Year                  Y   Certified
## 6289      33469.0300         Year                  Y      Denied
## 6290      20675.1800         Year                  Y   Certified
## 6291        283.5202         Hour                  Y      Denied
## 6292     113465.3100         Year                  Y   Certified
## 6293      46968.8900         Year                  Y      Denied
## 6294      87424.0700         Year                  Y      Denied
## 6295     105445.2000         Year                  Y      Denied
## 6296      85677.0200         Year                  Y   Certified
## 6297      49416.7100         Year                  Y   Certified
## 6298       4399.4400         Year                  Y   Certified
## 6299      46492.5600         Year                  N   Certified
## 6300      46197.3000         Year                  Y   Certified
## 6301        284.0018         Hour                  Y      Denied
## 6302        434.3963         Hour                  Y      Denied
## 6303     135347.4200         Year                  N   Certified
## 6304     203266.7400         Year                  Y      Denied
## 6305        114.1200         Hour                  Y      Denied
## 6306     133774.7200         Year                  Y      Denied
## 6307     141246.0800         Year                  Y   Certified
## 6308      75195.5000         Year                  Y      Denied
## 6309     103394.9400         Year                  Y   Certified
## 6310      31855.5500         Year                  Y   Certified
## 6311     125422.2800         Year                  Y   Certified
## 6312      48041.5400         Year                  Y   Certified
## 6313      73495.6700         Year                  Y      Denied
## 6314      57749.9000         Year                  Y   Certified
## 6315      73976.4800         Year                  Y      Denied
## 6316       3492.1600         Year                  Y      Denied
## 6317      53144.9600         Year                  Y   Certified
## 6318      90795.2800         Year                  Y      Denied
## 6319      30859.5600         Year                  Y      Denied
## 6320      56285.7200         Year                  Y   Certified
## 6321      93561.2100         Year                  Y   Certified
## 6322      47868.6200         Year                  Y      Denied
## 6323      74022.9900         Year                  Y      Denied
## 6324      17826.3800         Year                  Y   Certified
## 6325      67120.0400         Year                  Y   Certified
## 6326      24625.4800         Year                  Y   Certified
## 6327      68106.1400         Year                  Y   Certified
## 6328      80315.9100         Year                  Y   Certified
## 6329     111430.2200         Year                  N      Denied
## 6330      81617.5700         Week                  Y   Certified
## 6331     298520.0200         Year                  Y   Certified
## 6332     112981.7400         Year                  Y   Certified
## 6333     104953.6800         Year                  Y   Certified
## 6334     118628.2000         Year                  N   Certified
## 6335      95530.6700         Year                  Y   Certified
## 6336       2815.8800         Year                  Y   Certified
## 6337     128044.0800         Year                  Y   Certified
## 6338      58420.8800         Year                  Y   Certified
## 6339      63992.8700         Year                  Y   Certified
## 6340     167544.3800         Year                  Y      Denied
## 6341        439.0866         Hour                  Y      Denied
## 6342     102972.0100         Year                  Y   Certified
## 6343        743.7198         Hour                  Y      Denied
## 6344      49520.4100         Year                  Y   Certified
## 6345        476.7579         Hour                  Y   Certified
## 6346      59869.0400         Year                  Y   Certified
## 6347      73021.5900         Year                  Y   Certified
## 6348      68619.1600         Year                  Y   Certified
## 6349      13858.1100         Year                  Y   Certified
## 6350      19230.9600         Year                  Y   Certified
## 6351      45991.8900         Year                  Y      Denied
## 6352      45798.7500         Year                  Y   Certified
## 6353       5501.5500         Year                  Y   Certified
## 6354      38382.9100         Year                  Y      Denied
## 6355     138850.9900         Year                  Y   Certified
## 6356     106097.4000         Year                  Y      Denied
## 6357      96916.9500         Year                  Y   Certified
## 6358        318.6505         Hour                  Y      Denied
## 6359     129798.6500         Year                  Y      Denied
## 6360      70097.5300         Year                  Y   Certified
## 6361     117135.2800         Year                  N   Certified
## 6362      75127.4400         Year                  Y   Certified
## 6363      69594.3500         Year                  Y      Denied
## 6364     122993.8300         Year                  Y      Denied
## 6365      65589.6700         Year                  Y   Certified
## 6366      16671.6500         Year                  Y   Certified
## 6367      28541.2900         Year                  Y   Certified
## 6368     125574.8300         Year                  Y   Certified
## 6369     242018.3700         Year                  Y   Certified
## 6370     150999.3300         Year                  Y   Certified
## 6371      37858.4300         Year                  Y   Certified
## 6372     123258.1200         Year                  Y      Denied
## 6373     115494.1900         Year                  Y      Denied
## 6374     120026.8400         Year                  Y      Denied
## 6375     144469.4700         Year                  Y   Certified
## 6376      45874.0500         Year                  Y   Certified
## 6377      12970.9900         Year                  Y   Certified
## 6378       3532.6500         Year                  Y   Certified
## 6379      80093.7100         Year                  Y   Certified
## 6380      59782.9800         Year                  Y      Denied
## 6381     115400.8200         Year                  Y   Certified
## 6382      65242.2900         Year                  Y   Certified
## 6383        338.5595         Hour                  Y      Denied
## 6384     123856.7000         Year                  Y   Certified
## 6385      56816.8600         Year                  Y      Denied
## 6386     134138.7200         Year                  Y   Certified
## 6387      86324.1200         Year                  Y   Certified
## 6388        769.4869         Hour                  Y      Denied
## 6389      86652.3500         Year                  N      Denied
## 6390      65416.4700         Year                  Y   Certified
## 6391     105757.5600         Year                  Y   Certified
## 6392        136.7700         Hour                  Y      Denied
## 6393     156554.2900         Year                  Y   Certified
## 6394     165056.0700         Year                  N   Certified
## 6395      77096.9000         Year                  Y      Denied
## 6396      67930.7300        Month                  Y   Certified
## 6397     140411.9300         Year                  Y      Denied
## 6398      38503.6200         Year                  Y      Denied
## 6399      16891.3500         Year                  Y   Certified
## 6400     250436.9400         Year                  Y   Certified
## 6401      61132.3700         Year                  Y   Certified
## 6402      85534.4300         Year                  Y   Certified
## 6403      17498.4500         Year                  Y   Certified
## 6404       4834.2500         Year                  Y   Certified
## 6405        391.8694         Hour                  Y      Denied
## 6406     112505.4600         Year                  Y   Certified
## 6407     150093.0900         Year                  Y      Denied
## 6408      14276.1900         Year                  Y   Certified
## 6409      97827.7700         Year                  Y   Certified
## 6410      24247.4000         Year                  Y   Certified
## 6411     113108.1600         Year                  Y      Denied
## 6412     121812.2400         Year                  N   Certified
## 6413      80671.3000         Year                  Y   Certified
## 6414       2728.1000         Year                  N      Denied
## 6415      91084.0900         Year                  Y   Certified
## 6416     110134.1800         Year                  Y   Certified
## 6417     148147.4800         Year                  Y      Denied
## 6418     154145.9700         Year                  N   Certified
## 6419     149197.4300         Year                  N      Denied
## 6420      93690.1600         Year                  Y   Certified
## 6421      78888.5000         Year                  Y   Certified
## 6422      31292.3200         Year                  Y   Certified
## 6423      63824.1100         Year                  Y   Certified
## 6424     127500.6100         Year                  Y      Denied
## 6425     254275.7300         Year                  Y   Certified
## 6426      47647.4100         Year                  Y   Certified
## 6427     215234.0100         Year                  Y   Certified
## 6428     120493.9800         Year                  Y      Denied
## 6429     115032.0200         Year                  Y   Certified
## 6430     121516.3500         Year                  Y   Certified
## 6431     198517.7400         Year                  Y      Denied
## 6432      76688.0400         Year                  Y   Certified
## 6433      61954.0900         Year                  Y   Certified
## 6434      48036.9500         Year                  Y      Denied
## 6435      14362.9100         Year                  Y   Certified
## 6436      74349.5200         Year                  Y   Certified
## 6437      88650.6200         Year                  Y      Denied
## 6438     127271.5100         Year                  Y   Certified
## 6439       3232.7200         Year                  Y   Certified
## 6440        103.9700         Hour                  Y      Denied
## 6441      69732.2400         Year                  Y   Certified
## 6442      48440.5600         Year                  Y   Certified
## 6443      22256.2500         Year                  Y   Certified
## 6444        113.6000         Hour                  Y   Certified
## 6445     108182.8000         Week                  Y      Denied
## 6446        717.5354         Hour                  Y   Certified
## 6447     212219.5300         Year                  Y   Certified
## 6448      69191.5700         Year                  Y      Denied
## 6449     106705.8600         Year                  Y      Denied
## 6450     107990.6900         Year                  Y   Certified
## 6451      56263.3700         Year                  Y   Certified
## 6452      37019.6700         Year                  Y   Certified
## 6453      68324.7100         Year                  Y   Certified
## 6454      27439.6300         Year                  Y   Certified
## 6455     101072.1200         Year                  Y   Certified
## 6456      28006.8100         Year                  Y      Denied
## 6457      63481.3100         Year                  Y   Certified
## 6458      61885.3300         Year                  Y      Denied
## 6459      34379.2400         Year                  Y      Denied
## 6460      59814.9300         Year                  Y   Certified
## 6461      61384.0500         Year                  Y   Certified
## 6462     116210.8900         Year                  Y   Certified
## 6463      63826.3500         Year                  Y   Certified
## 6464      81684.6900         Year                  Y   Certified
## 6465     158552.7200         Year                  Y   Certified
## 6466      16991.9900         Year                  Y   Certified
## 6467     254230.2100         Year                  N   Certified
## 6468      36976.3400         Year                  Y   Certified
## 6469     119471.7600         Year                  Y      Denied
## 6470      52082.4500         Year                  Y      Denied
## 6471      64696.0300         Year                  Y      Denied
## 6472      93375.5000         Year                  Y      Denied
## 6473        146.4800         Hour                  Y      Denied
## 6474     108362.9600         Year                  Y      Denied
## 6475      29716.1200         Year                  Y   Certified
## 6476        817.6200         Year                  Y   Certified
## 6477      39729.3300         Year                  Y      Denied
## 6478      60095.2200         Year                  Y      Denied
## 6479      56122.4500         Year                  Y      Denied
## 6480      51592.1600         Year                  Y      Denied
## 6481      31540.2700         Year                  Y   Certified
## 6482      15082.7600         Year                  Y   Certified
## 6483      81172.1400         Year                  Y   Certified
## 6484     112270.0400         Year                  N   Certified
## 6485      99957.1600         Year                  Y      Denied
## 6486     181611.3000         Year                  Y      Denied
## 6487      29735.1900         Year                  Y   Certified
## 6488      89993.8500         Year                  Y   Certified
## 6489        233.9425         Hour                  Y      Denied
## 6490     130645.3600         Year                  Y   Certified
## 6491      94491.8600         Year                  Y   Certified
## 6492     102049.1500         Year                  Y   Certified
## 6493      72422.6600         Year                  Y   Certified
## 6494      87073.7200         Year                  Y   Certified
## 6495      58438.9500         Year                  Y   Certified
## 6496      66058.4000         Year                  N   Certified
## 6497     129541.9100         Year                  Y   Certified
## 6498      61396.5000         Year                  Y   Certified
## 6499      14055.1500         Year                  Y   Certified
## 6500      12128.0900         Year                  Y      Denied
## 6501     154224.7100         Year                  Y   Certified
## 6502        459.7524         Hour                  Y   Certified
## 6503     133807.6300         Year                  Y   Certified
## 6504      73577.6400         Year                  Y   Certified
## 6505     213069.2700         Year                  Y   Certified
## 6506      26277.0600         Year                  Y   Certified
## 6507      36226.5900         Year                  Y   Certified
## 6508      50998.7100         Year                  Y   Certified
## 6509      36791.4900         Year                  Y   Certified
## 6510      95290.5800         Year                  Y      Denied
## 6511        309.6060         Hour                  Y      Denied
## 6512        698.9440         Hour                  Y   Certified
## 6513      77256.4100         Year                  Y      Denied
## 6514       7478.7700         Year                  Y   Certified
## 6515      11166.9000         Year                  Y   Certified
## 6516      96115.9100         Year                  N   Certified
## 6517      70913.9900         Week                  Y   Certified
## 6518      97570.4500         Year                  Y      Denied
## 6519      62740.9800         Year                  Y      Denied
## 6520     134045.0300         Year                  N   Certified
## 6521      59185.7600         Year                  Y   Certified
## 6522      18111.7600         Year                  Y      Denied
## 6523      93549.3600         Year                  Y   Certified
## 6524      71406.2600         Year                  Y      Denied
## 6525     164042.1900         Year                  Y      Denied
## 6526     193745.6800         Year                  N      Denied
## 6527     134393.9100         Year                  N   Certified
## 6528     104510.3700         Year                  Y   Certified
## 6529     125470.0300         Year                  Y   Certified
## 6530      97268.8200         Year                  Y   Certified
## 6531      61126.3300         Year                  N      Denied
## 6532      48584.1000         Year                  Y   Certified
## 6533     109782.9000         Year                  Y   Certified
## 6534      72107.4900         Year                  Y      Denied
## 6535     113851.3200         Year                  Y   Certified
## 6536      41483.5200         Year                  Y   Certified
## 6537      99760.1000         Year                  Y   Certified
## 6538        246.8100         Hour                  Y   Certified
## 6539      63531.4800         Year                  Y   Certified
## 6540        904.6097         Hour                  Y      Denied
## 6541      56822.0900         Year                  Y   Certified
## 6542     131826.5600         Year                  Y   Certified
## 6543       4840.5000         Year                  Y   Certified
## 6544     116873.3700         Year                  Y   Certified
## 6545      57400.5300         Year                  Y   Certified
## 6546      70814.8200         Year                  Y      Denied
## 6547      91605.3200         Year                  Y      Denied
## 6548     159956.1500         Year                  Y   Certified
## 6549      63414.8100         Year                  Y   Certified
## 6550      85781.6700         Year                  Y   Certified
## 6551      26644.4100         Year                  Y      Denied
## 6552     132503.7700         Year                  Y   Certified
## 6553      20804.1500         Year                  Y   Certified
## 6554        386.4868         Hour                  Y   Certified
## 6555     112976.8800         Year                  Y   Certified
## 6556        100.6600         Hour                  Y   Certified
## 6557      97712.1900         Year                  Y   Certified
## 6558        295.2023         Hour                  Y      Denied
## 6559      34530.1900         Year                  Y      Denied
## 6560     192092.4400         Year                  Y   Certified
## 6561      77648.6600         Year                  Y   Certified
## 6562     123654.6500         Year                  Y   Certified
## 6563        718.0270         Hour                  Y   Certified
## 6564      55541.1700         Year                  Y      Denied
## 6565     198880.7800         Year                  Y      Denied
## 6566      69144.5800         Year                  Y   Certified
## 6567      79144.3700         Year                  Y   Certified
## 6568     148337.1600         Year                  Y   Certified
## 6569      56974.2400         Year                  Y   Certified
## 6570      25600.4400         Year                  Y   Certified
## 6571     147235.7600         Year                  Y   Certified
## 6572      46822.6500         Year                  Y      Denied
## 6573      77088.4000         Year                  Y   Certified
## 6574      53677.0000         Year                  Y      Denied
## 6575      45497.7300         Year                  Y      Denied
## 6576        645.7499         Hour                  Y      Denied
## 6577     104154.0400         Year                  Y   Certified
## 6578       1369.5600         Year                  Y      Denied
## 6579      41018.5700         Year                  Y   Certified
## 6580     108092.9500         Year                  Y   Certified
## 6581      86712.1200         Year                  Y   Certified
## 6582       2373.0800         Year                  Y   Certified
## 6583      59601.0000         Year                  Y      Denied
## 6584       3805.1600         Year                  Y   Certified
## 6585     137993.5000         Year                  Y      Denied
## 6586      38916.7800         Year                  Y   Certified
## 6587        793.4325         Hour                  Y      Denied
## 6588      58941.0400         Year                  Y      Denied
## 6589     136647.1500         Year                  N   Certified
## 6590     122935.3700         Year                  N   Certified
## 6591      58230.3200         Year                  Y   Certified
## 6592      73010.7500         Year                  Y   Certified
## 6593      61046.1500         Year                  Y   Certified
## 6594      80778.5300         Year                  Y   Certified
## 6595      25189.9900         Year                  Y   Certified
## 6596      37890.5900         Year                  Y   Certified
## 6597     125357.2700         Year                  Y   Certified
## 6598     112346.1100         Year                  Y   Certified
## 6599      85984.8200         Year                  Y   Certified
## 6600     201238.3400         Year                  Y   Certified
## 6601       6391.4900         Year                  Y      Denied
## 6602     111692.2100         Year                  Y   Certified
## 6603      50166.7700         Year                  Y      Denied
## 6604      29836.1700         Year                  Y      Denied
## 6605      52627.6300         Year                  Y   Certified
## 6606      89470.3000         Year                  Y   Certified
## 6607     165736.8000         Year                  Y   Certified
## 6608      45762.9500         Year                  Y      Denied
## 6609      49596.0100         Year                  Y   Certified
## 6610     193901.3200         Year                  Y   Certified
## 6611     237715.7400         Year                  Y   Certified
## 6612      97435.0000         Year                  Y      Denied
## 6613      53291.3700         Year                  Y   Certified
## 6614      66130.5700         Year                  N   Certified
## 6615        147.7032         Hour                  Y   Certified
## 6616      71990.1200         Year                  Y      Denied
## 6617      68035.4700         Year                  Y   Certified
## 6618      66975.8900         Year                  N   Certified
## 6619        301.0897         Hour                  Y   Certified
## 6620     110752.3900         Year                  Y      Denied
## 6621      99019.2100         Year                  Y      Denied
## 6622      99513.3500         Year                  N   Certified
## 6623      40025.5500         Year                  Y      Denied
## 6624        889.7335         Hour                  Y      Denied
## 6625     123620.1600         Year                  Y   Certified
## 6626      38311.9000         Year                  Y   Certified
## 6627      90391.6400         Year                  Y   Certified
## 6628      17106.7700         Year                  Y      Denied
## 6629      91644.5000         Year                  Y   Certified
## 6630      38437.8500         Year                  Y   Certified
## 6631     111969.2300         Year                  Y   Certified
## 6632      20633.3000         Year                  Y   Certified
## 6633     161837.8400         Year                  Y   Certified
## 6634     110210.4900         Year                  Y   Certified
## 6635       5247.3200         Year                  Y      Denied
## 6636     152391.7000         Year                  N   Certified
## 6637     150007.1400         Year                  Y      Denied
## 6638        179.6437         Hour                  Y   Certified
## 6639      73205.5000         Year                  Y      Denied
## 6640      34883.9500         Year                  Y   Certified
## 6641        188.6818         Hour                  Y   Certified
## 6642      76878.2000         Year                  Y      Denied
## 6643      18039.9000         Year                  Y   Certified
## 6644      68392.7500         Year                  Y      Denied
## 6645      95882.2100         Year                  Y      Denied
## 6646      70308.5300         Year                  Y   Certified
## 6647      46590.8700         Year                  Y      Denied
## 6648      57356.0600         Year                  Y      Denied
## 6649      11175.9400         Year                  Y      Denied
## 6650     158709.5400         Year                  N      Denied
## 6651        579.2598         Hour                  Y      Denied
## 6652      25365.2400         Year                  Y      Denied
## 6653      43628.1700         Year                  Y   Certified
## 6654       9063.5700         Year                  Y      Denied
## 6655      61983.7600         Year                  Y      Denied
## 6656      31843.0300         Year                  Y   Certified
## 6657      23799.6800         Year                  Y      Denied
## 6658      18254.8200         Year                  Y   Certified
## 6659      99705.4200         Year                  Y   Certified
## 6660      93604.2000         Year                  N   Certified
## 6661      12338.3400         Year                  Y   Certified
## 6662     208640.9300         Year                  Y   Certified
## 6663      73380.7500         Year                  Y      Denied
## 6664     177452.6400         Year                  Y      Denied
## 6665      15417.4000         Year                  Y      Denied
## 6666     111268.5100         Year                  Y      Denied
## 6667      34632.7400         Year                  Y   Certified
## 6668     135251.9700         Year                  Y   Certified
## 6669      57924.5900         Year                  Y   Certified
## 6670      57923.7300         Year                  Y   Certified
## 6671      85611.8000         Year                  Y   Certified
## 6672      92669.0200         Year                  N      Denied
## 6673     132480.3500         Year                  Y      Denied
## 6674     112821.3000         Year                  Y   Certified
## 6675        676.2335         Hour                  Y      Denied
## 6676      92156.8200         Year                  Y   Certified
## 6677     158975.4300         Year                  Y   Certified
## 6678        590.5600         Year                  Y      Denied
## 6679      29133.3100         Year                  Y      Denied
## 6680      79468.7400         Year                  Y      Denied
## 6681     102786.2200         Year                  Y   Certified
## 6682      40865.6600         Year                  Y   Certified
## 6683     142140.4300         Year                  Y   Certified
## 6684     156324.5000         Year                  Y   Certified
## 6685      11492.1200         Year                  Y   Certified
## 6686       6757.1700         Year                  Y   Certified
## 6687     128598.7400         Year                  Y   Certified
## 6688     106047.0900         Year                  Y      Denied
## 6689      83986.7200         Year                  Y   Certified
## 6690       1259.3900         Year                  Y   Certified
## 6691      79197.9500         Year                  Y      Denied
## 6692      60318.4600         Year                  Y   Certified
## 6693     123928.0200         Year                  Y      Denied
## 6694     167433.2500         Year                  Y   Certified
## 6695     149957.6200         Year                  N      Denied
## 6696      45160.4800         Year                  Y      Denied
## 6697      63251.6100         Year                  Y   Certified
## 6698     122424.6000         Year                  Y   Certified
## 6699     150845.9000         Year                  Y   Certified
## 6700      26489.1000         Year                  Y   Certified
## 6701      32151.3300         Year                  N   Certified
## 6702     134399.6400         Year                  Y      Denied
## 6703      29895.0500         Year                  Y   Certified
## 6704     150293.3400         Year                  Y   Certified
## 6705     157163.1000         Year                  Y   Certified
## 6706      78785.7600         Year                  Y   Certified
## 6707     119380.6200         Year                  Y   Certified
## 6708      80272.8600         Year                  Y   Certified
## 6709      88765.4400         Year                  Y   Certified
## 6710      83353.6000         Year                  Y      Denied
## 6711      49831.8500         Year                  Y   Certified
## 6712      72398.4200         Year                  Y      Denied
## 6713     110652.7200         Year                  Y   Certified
## 6714     123756.6000         Year                  Y   Certified
## 6715     130781.1300         Year                  N   Certified
## 6716      70770.3200         Year                  Y   Certified
## 6717      49787.7900         Year                  Y   Certified
## 6718     101364.9000         Year                  N   Certified
## 6719      51088.6900         Year                  Y      Denied
## 6720     109282.8100         Year                  Y   Certified
## 6721      27298.5500         Year                  Y   Certified
## 6722      62903.3400         Year                  Y   Certified
## 6723      68344.4900         Year                  Y   Certified
## 6724      98807.3000         Week                  Y   Certified
## 6725      69629.3200         Year                  Y      Denied
## 6726     116057.6200         Year                  N   Certified
## 6727      72125.4600         Year                  Y   Certified
## 6728      23720.3800         Year                  Y      Denied
## 6729     235224.7300         Year                  N   Certified
## 6730      64826.4900         Year                  Y   Certified
## 6731     117845.4400         Year                  Y   Certified
## 6732      75505.5500         Year                  Y   Certified
## 6733      17498.1100         Year                  Y   Certified
## 6734       9321.2200         Year                  Y   Certified
## 6735      71333.2300         Year                  Y      Denied
## 6736     141351.2600         Year                  N   Certified
## 6737     232265.5400         Year                  Y   Certified
## 6738      63055.4400         Year                  Y   Certified
## 6739     126921.3400         Year                  Y   Certified
## 6740      26867.1100         Year                  Y   Certified
## 6741     112536.2500         Year                  N   Certified
## 6742      88872.1200         Year                  Y   Certified
## 6743     108129.4100         Year                  Y   Certified
## 6744      74520.0600         Year                  Y   Certified
## 6745      95072.9500         Year                  Y   Certified
## 6746     154111.1500         Year                  Y   Certified
## 6747      24412.5800         Year                  Y   Certified
## 6748      49723.8300         Year                  Y   Certified
## 6749     198562.6200         Year                  Y   Certified
## 6750      54208.9500         Year                  Y      Denied
## 6751        920.7578         Hour                  Y      Denied
## 6752      48782.4600         Year                  Y   Certified
## 6753     133746.9600         Year                  Y   Certified
## 6754        855.4066         Hour                  Y   Certified
## 6755     121085.4700         Year                  Y   Certified
## 6756        843.0144         Hour                  Y   Certified
## 6757     106255.7400         Year                  Y   Certified
## 6758      86975.7000         Year                  Y   Certified
## 6759      44130.7700         Year                  N   Certified
## 6760      40860.8100         Year                  Y   Certified
## 6761       5998.0400         Year                  Y      Denied
## 6762       7122.3100         Year                  Y   Certified
## 6763     259277.1800         Year                  Y      Denied
## 6764      67854.6600         Year                  Y   Certified
## 6765     215192.3500         Year                  Y   Certified
## 6766     149869.8500         Year                  Y      Denied
## 6767        850.9943         Hour                  Y   Certified
## 6768       2033.8000         Year                  Y   Certified
## 6769        147.3200         Hour                  Y      Denied
## 6770     121584.6000         Year                  Y   Certified
## 6771         46.5932         Hour                  Y      Denied
## 6772      97563.8400         Year                  Y   Certified
## 6773     120289.9100         Week                  Y   Certified
## 6774      86628.0600         Year                  Y   Certified
## 6775      85195.2900         Year                  Y   Certified
## 6776      15626.6100         Year                  Y   Certified
## 6777      62192.3300         Year                  Y   Certified
## 6778     187279.2900         Year                  N      Denied
## 6779        115.1200         Hour                  Y      Denied
## 6780      55087.2400         Year                  Y      Denied
## 6781      22556.1000         Year                  Y   Certified
## 6782      34676.2800         Year                  Y   Certified
## 6783     101799.3900         Year                  Y   Certified
## 6784      57814.3800         Year                  Y   Certified
## 6785     136667.6200         Year                  Y   Certified
## 6786        126.1176         Hour                  Y   Certified
## 6787     118923.5100         Year                  Y   Certified
## 6788      65724.2500         Year                  Y   Certified
## 6789      19628.2400         Year                  Y   Certified
## 6790      63677.3800         Year                  Y   Certified
## 6791      14207.9200         Year                  Y   Certified
## 6792      28580.3900         Year                  Y   Certified
## 6793     142082.5600         Year                  Y   Certified
## 6794      89640.2800         Year                  Y   Certified
## 6795      61121.2600         Year                  Y   Certified
## 6796       8450.0200         Year                  Y   Certified
## 6797     109938.8700         Year                  Y   Certified
## 6798        120.5600         Hour                  Y      Denied
## 6799     136851.7400         Year                  Y   Certified
## 6800       6948.6700         Year                  Y   Certified
## 6801      57978.5000         Year                  Y   Certified
## 6802      56098.5800         Year                  Y   Certified
## 6803      73213.8600         Year                  Y   Certified
## 6804      67202.9500         Year                  Y   Certified
## 6805      14748.0900         Year                  Y   Certified
## 6806      57116.9000         Year                  N   Certified
## 6807     162354.7000         Year                  N   Certified
## 6808     125498.7000         Year                  Y      Denied
## 6809      18952.5800         Year                  Y   Certified
## 6810      15079.4200         Year                  Y   Certified
## 6811      35544.7900         Year                  Y   Certified
## 6812      16452.1200         Year                  Y   Certified
## 6813      78053.3300         Year                  Y   Certified
## 6814      46439.2700         Year                  Y   Certified
## 6815        217.2719         Hour                  N   Certified
## 6816     138479.3800         Year                  Y   Certified
## 6817      93456.1900         Year                  Y      Denied
## 6818     115988.6700         Year                  Y      Denied
## 6819      98156.9300         Year                  Y   Certified
## 6820      61816.8500         Year                  Y   Certified
## 6821      93930.2500         Year                  Y   Certified
## 6822     123963.2200         Year                  Y      Denied
## 6823     107534.1600         Year                  Y   Certified
## 6824      33529.4100         Year                  Y   Certified
## 6825     145836.5600         Year                  Y      Denied
## 6826        445.7888         Hour                  Y   Certified
## 6827      18998.7300         Year                  Y   Certified
## 6828      15656.5200         Year                  N   Certified
## 6829      94270.2400         Year                  Y      Denied
## 6830      73317.2100         Year                  Y   Certified
## 6831     102403.5600         Year                  Y      Denied
## 6832      73539.2900         Year                  Y   Certified
## 6833      30452.7000         Year                  Y      Denied
## 6834     117485.6500         Week                  Y      Denied
## 6835      25666.2000         Year                  Y   Certified
## 6836      87473.6000         Week                  Y   Certified
## 6837      44593.8600         Year                  Y      Denied
## 6838     106592.0600         Year                  N   Certified
## 6839     113137.6900         Year                  Y   Certified
## 6840     128150.2500         Year                  Y   Certified
## 6841      72313.3800         Year                  Y   Certified
## 6842     124709.1900         Year                  Y   Certified
## 6843      88816.2800         Year                  Y   Certified
## 6844      27744.6000         Year                  Y   Certified
## 6845      57865.5900         Year                  Y   Certified
## 6846      56825.4600         Year                  Y   Certified
## 6847        961.1867         Hour                  Y      Denied
## 6848     111339.6900         Year                  Y   Certified
## 6849     111878.9400         Year                  Y   Certified
## 6850      39505.5500         Week                  Y   Certified
## 6851     117361.9100         Year                  Y      Denied
## 6852     102942.5400         Year                  Y   Certified
## 6853      93340.5400         Year                  N   Certified
## 6854      38764.0700         Year                  Y      Denied
## 6855      41649.3600         Year                  Y   Certified
## 6856        207.1837         Hour                  Y      Denied
## 6857      30868.9000         Year                  Y      Denied
## 6858       3206.2800         Year                  Y   Certified
## 6859     135319.4800         Year                  Y      Denied
## 6860        153.4356         Hour                  Y      Denied
## 6861      44534.7300         Year                  Y      Denied
## 6862      14628.3000         Year                  Y   Certified
## 6863     150980.6500         Year                  Y   Certified
## 6864      84662.3600         Year                  Y   Certified
## 6865      58895.9300         Year                  Y   Certified
## 6866      43281.3600         Year                  Y   Certified
## 6867      21303.2600         Year                  Y   Certified
## 6868      19100.8900         Year                  Y   Certified
## 6869      70573.4300         Year                  N   Certified
## 6870      56812.4800         Year                  Y   Certified
## 6871      42710.9600         Year                  Y   Certified
## 6872     105223.1700         Year                  Y   Certified
## 6873      34928.6100         Year                  Y   Certified
## 6874      89542.7800         Year                  Y   Certified
## 6875      82852.9200         Year                  Y   Certified
## 6876      88558.5300         Year                  Y      Denied
## 6877      27257.5400         Year                  Y   Certified
## 6878     271409.4400         Year                  Y   Certified
## 6879      38431.1900         Year                  Y      Denied
## 6880      47955.6300         Year                  Y   Certified
## 6881     232792.9300         Year                  N   Certified
## 6882      29739.5200         Year                  Y   Certified
## 6883     104672.3700         Year                  Y      Denied
## 6884      56347.5600         Year                  Y      Denied
## 6885     259097.5500         Year                  Y   Certified
## 6886      85113.8500         Year                  Y   Certified
## 6887     135200.0200         Week                  Y   Certified
## 6888        403.7631         Hour                  Y   Certified
## 6889      11575.4800         Year                  Y   Certified
## 6890      96962.7900         Year                  Y      Denied
## 6891     101874.5100         Year                  Y   Certified
## 6892      66386.7800         Year                  Y   Certified
## 6893      56461.1100         Year                  Y   Certified
## 6894      85257.8500         Year                  N   Certified
## 6895      64859.1500         Year                  Y   Certified
## 6896      70145.4200         Year                  Y   Certified
## 6897      48633.6500         Year                  Y   Certified
## 6898      69332.6600         Year                  Y   Certified
## 6899      15129.4300         Year                  Y   Certified
## 6900      94763.1500         Year                  Y      Denied
## 6901      57521.3400         Year                  Y      Denied
## 6902     100988.5100         Year                  N   Certified
## 6903      58458.5900         Year                  Y   Certified
## 6904      79352.4600         Year                  Y   Certified
## 6905     110082.9100         Year                  Y   Certified
## 6906      24291.5000         Year                  Y      Denied
## 6907      70420.6800         Year                  Y   Certified
## 6908     109641.6000         Year                  Y   Certified
## 6909      14104.7000         Year                  Y   Certified
## 6910      44014.0900         Year                  N   Certified
## 6911      30220.2300         Year                  Y      Denied
## 6912      39445.9500         Year                  Y   Certified
## 6913      74890.8100         Year                  Y   Certified
## 6914      60948.1500         Year                  Y   Certified
## 6915      29887.3000         Year                  Y   Certified
## 6916     183053.9300         Year                  Y      Denied
## 6917     116941.0200         Year                  N      Denied
## 6918      46998.6800         Year                  Y   Certified
## 6919      31298.6100         Year                  Y      Denied
## 6920      96142.6600         Year                  Y   Certified
## 6921      16446.6000         Year                  Y   Certified
## 6922     100800.0100         Year                  N   Certified
## 6923      83232.1700         Year                  Y   Certified
## 6924        142.8200         Hour                  Y   Certified
## 6925      34766.2500         Year                  Y   Certified
## 6926      91335.0800         Year                  Y   Certified
## 6927     113753.5900         Year                  Y   Certified
## 6928      82468.8600         Year                  Y      Denied
## 6929        517.2710         Hour                  Y   Certified
## 6930      68941.1000         Year                  Y   Certified
## 6931     103959.1300         Year                  Y   Certified
## 6932      88684.8700         Year                  Y   Certified
## 6933      90017.0200         Year                  Y      Denied
## 6934      75867.0900         Year                  Y   Certified
## 6935     125954.2100         Year                  Y   Certified
## 6936      26119.6000         Year                  Y      Denied
## 6937     104011.5200         Year                  Y   Certified
## 6938      59128.2800         Year                  Y   Certified
## 6939     113749.6300         Week                  Y   Certified
## 6940      63996.0500         Year                  Y   Certified
## 6941      80151.7100         Year                  N   Certified
## 6942     102772.7700         Year                  Y   Certified
## 6943      76176.1700         Year                  N      Denied
## 6944      90353.7800         Year                  Y   Certified
## 6945     182593.1500         Year                  N   Certified
## 6946      55491.5800         Year                  Y   Certified
## 6947      85003.7700         Year                  Y   Certified
## 6948        490.1568         Hour                  Y      Denied
## 6949       6942.4000         Year                  Y   Certified
## 6950      72974.5800         Year                  Y   Certified
## 6951      75617.3900         Year                  Y   Certified
## 6952     129704.9500         Year                  Y   Certified
## 6953      22684.1300         Year                  Y   Certified
## 6954      49829.9600         Year                  Y      Denied
## 6955      79679.2600         Year                  Y   Certified
## 6956      44919.8600         Year                  Y   Certified
## 6957        104.7700         Hour                  Y      Denied
## 6958      56574.4100         Year                  Y   Certified
## 6959      30424.6400         Year                  Y      Denied
## 6960      89820.6000         Year                  Y   Certified
## 6961      70223.3600         Year                  Y   Certified
## 6962        210.5073         Hour                  Y   Certified
## 6963      85910.3300         Year                  Y      Denied
## 6964      81611.8900         Year                  Y   Certified
## 6965      58322.0900         Year                  Y   Certified
## 6966      57231.0300         Year                  Y      Denied
## 6967      62878.7800         Year                  Y   Certified
## 6968      81573.3600         Year                  Y      Denied
## 6969      32576.4700         Year                  N   Certified
## 6970      60190.7300         Year                  Y   Certified
## 6971     122293.1900         Year                  Y   Certified
## 6972     106075.9600         Year                  Y   Certified
## 6973      86310.5700         Year                  Y      Denied
## 6974      51551.2200         Year                  Y      Denied
## 6975      44321.7600         Year                  N      Denied
## 6976     131322.0900         Year                  Y      Denied
## 6977       5163.6700         Year                  Y   Certified
## 6978      26851.3600         Year                  Y      Denied
## 6979      50132.3800         Year                  Y   Certified
## 6980        100.0100         Hour                  Y   Certified
## 6981      19194.7900         Year                  Y      Denied
## 6982       4502.9800         Year                  Y   Certified
## 6983     115047.0700         Year                  Y   Certified
## 6984     122239.8800         Week                  Y   Certified
## 6985      61055.7600         Year                  Y   Certified
## 6986     111075.9700         Year                  Y   Certified
## 6987      67475.6300         Year                  N      Denied
## 6988     249339.5200         Year                  Y   Certified
## 6989      80150.7800         Year                  Y   Certified
## 6990     238893.9100         Year                  Y   Certified
## 6991     100240.4200         Year                  N      Denied
## 6992     150218.4600         Year                  N   Certified
## 6993     104484.7500         Year                  Y   Certified
## 6994       4144.8200         Year                  Y   Certified
## 6995     127429.3200         Year                  Y   Certified
## 6996      54293.2900         Year                  Y   Certified
## 6997     113548.2100         Year                  Y   Certified
## 6998      33558.3900         Year                  Y   Certified
## 6999     121336.8800         Year                  Y   Certified
## 7000        386.1515         Hour                  Y      Denied
## 7001      43866.4000         Year                  Y      Denied
## 7002     149824.6800         Year                  Y   Certified
## 7003      81046.0700         Year                  Y      Denied
## 7004     113687.6100         Year                  Y   Certified
## 7005     114008.1300         Year                  Y      Denied
## 7006     147042.7500         Year                  Y   Certified
## 7007        499.2207         Hour                  Y      Denied
## 7008         30.6131         Hour                  Y      Denied
## 7009      60142.3000         Year                  N      Denied
## 7010      51142.1400         Year                  Y   Certified
## 7011      22804.7700         Year                  Y   Certified
## 7012      75313.7700         Year                  N      Denied
## 7013        807.5226         Hour                  Y   Certified
## 7014      79032.5900         Year                  Y   Certified
## 7015      12567.8500         Year                  Y      Denied
## 7016     234406.3600         Week                  Y   Certified
## 7017     133816.7600         Year                  N   Certified
## 7018      11877.3100         Year                  Y      Denied
## 7019      29538.1500         Year                  Y   Certified
## 7020        225.4865         Hour                  Y   Certified
## 7021      33650.1200         Year                  Y   Certified
## 7022     135983.5800         Year                  Y      Denied
## 7023      13148.4000         Year                  Y      Denied
## 7024      21545.3700         Year                  Y      Denied
## 7025      40732.5400         Year                  Y      Denied
## 7026      74315.4100         Year                  Y      Denied
## 7027     121474.9700         Year                  Y   Certified
## 7028     117783.7800         Year                  Y      Denied
## 7029     100702.8900         Year                  Y      Denied
## 7030     100173.9300         Year                  Y   Certified
## 7031        158.4000         Hour                  Y      Denied
## 7032      85739.8500         Year                  Y   Certified
## 7033      82929.5600         Year                  Y   Certified
## 7034        756.9234         Hour                  Y   Certified
## 7035      44688.3700         Year                  Y      Denied
## 7036      43586.5000         Year                  Y      Denied
## 7037      80035.6900         Year                  Y   Certified
## 7038      57331.3600         Year                  Y   Certified
## 7039     150580.2800         Year                  N   Certified
## 7040      16933.1000         Year                  Y   Certified
## 7041      27241.1800         Year                  Y      Denied
## 7042        145.7200         Hour                  Y   Certified
## 7043      12774.1400         Year                  Y      Denied
## 7044      33722.9400         Year                  Y      Denied
## 7045      75902.1000         Year                  Y   Certified
## 7046      80383.5500         Year                  Y      Denied
## 7047      18965.1200         Year                  Y   Certified
## 7048      81614.2500         Year                  Y   Certified
## 7049      58701.7600         Year                  N   Certified
## 7050     155538.8100         Year                  N   Certified
## 7051     115586.7400         Year                  N   Certified
## 7052        459.6712         Hour                  Y   Certified
## 7053      92949.7300         Year                  Y   Certified
## 7054     128404.6000         Year                  Y   Certified
## 7055      54159.4300         Year                  N   Certified
## 7056      53668.6500         Year                  Y   Certified
## 7057     154682.5300         Year                  N   Certified
## 7058      58657.3600         Year                  Y   Certified
## 7059     150178.1500         Year                  Y   Certified
## 7060      35949.4500         Year                  Y      Denied
## 7061      81971.3400         Year                  Y   Certified
## 7062      37316.4700         Year                  N   Certified
## 7063      86795.5300         Year                  Y   Certified
## 7064      56716.2900         Year                  Y   Certified
## 7065     115195.7600         Year                  Y   Certified
## 7066      89517.7100         Year                  Y   Certified
## 7067         11.8704         Hour                  Y      Denied
## 7068      81977.3000         Year                  Y   Certified
## 7069     101205.1600         Year                  Y      Denied
## 7070      95783.5800         Year                  Y   Certified
## 7071      65132.8500         Year                  Y   Certified
## 7072      73724.8000         Year                  Y      Denied
## 7073      51284.8400         Year                  Y      Denied
## 7074      25999.0000         Year                  Y   Certified
## 7075      78187.1800         Year                  Y   Certified
## 7076      81888.8100         Year                  N   Certified
## 7077        718.6797         Hour                  Y   Certified
## 7078      21099.2200         Year                  Y      Denied
## 7079     177596.1300         Year                  N      Denied
## 7080      12514.4600         Year                  Y   Certified
## 7081      13582.8800         Year                  Y   Certified
## 7082     104718.0900         Year                  Y   Certified
## 7083      32740.4300         Year                  Y   Certified
## 7084      77321.2200         Year                  Y      Denied
## 7085         95.7322         Hour                  Y   Certified
## 7086     199655.6300         Year                  Y   Certified
## 7087        147.2200         Hour                  Y      Denied
## 7088      83268.5100         Year                  Y   Certified
## 7089     124435.4700         Week                  Y   Certified
## 7090     253915.9600         Year                  N      Denied
## 7091     112107.8000         Year                  Y   Certified
## 7092       4291.2800         Year                  Y      Denied
## 7093      45823.7300         Year                  Y   Certified
## 7094      10277.3000         Year                  Y   Certified
## 7095      18433.2500         Year                  Y   Certified
## 7096      86267.3000         Year                  Y   Certified
## 7097      78014.3500         Year                  Y      Denied
## 7098     103929.2400         Year                  Y   Certified
## 7099      96445.5800         Year                  Y   Certified
## 7100     112592.5500         Year                  Y   Certified
## 7101     120298.6800         Year                  Y      Denied
## 7102      69148.4900         Year                  Y   Certified
## 7103     113675.8400         Year                  Y   Certified
## 7104      86205.7300         Year                  Y      Denied
## 7105     135252.3100         Year                  Y   Certified
## 7106        221.7840         Hour                  Y      Denied
## 7107      55895.4900         Year                  Y      Denied
## 7108        505.8025         Hour                  Y   Certified
## 7109      58313.5800         Year                  Y   Certified
## 7110        121.1100         Hour                  Y   Certified
## 7111      74811.3500         Year                  N   Certified
## 7112      77472.1400         Year                  Y   Certified
## 7113        305.6728         Hour                  Y      Denied
## 7114      52162.0000         Year                  N   Certified
## 7115       2216.3200         Year                  Y   Certified
## 7116      18887.2900         Year                  N   Certified
## 7117     174313.3900         Year                  N   Certified
## 7118      69426.0400         Year                  Y      Denied
## 7119     140202.0400         Year                  Y   Certified
## 7120      20169.9000         Year                  Y      Denied
## 7121     113658.6900         Year                  Y   Certified
## 7122      46047.5000         Year                  Y   Certified
## 7123     113469.0400         Year                  N   Certified
## 7124     105831.0500         Year                  N      Denied
## 7125      59194.8700         Year                  Y   Certified
## 7126      45368.8500         Year                  Y      Denied
## 7127     147083.7900         Year                  Y   Certified
## 7128         69.6449         Hour                  Y   Certified
## 7129     143793.9900         Year                  Y   Certified
## 7130      73095.1000         Year                  Y   Certified
## 7131     103819.7000         Year                  Y      Denied
## 7132      60708.2600         Year                  N   Certified
## 7133      84376.2000         Year                  Y   Certified
## 7134       6589.7200         Year                  N   Certified
## 7135      95424.1300         Year                  Y   Certified
## 7136     102284.9000         Year                  Y   Certified
## 7137        814.0594         Hour                  Y   Certified
## 7138     116583.5800         Year                  Y   Certified
## 7139     115205.0700         Year                  N   Certified
## 7140     118999.7800         Year                  Y      Denied
## 7141      86942.6700         Year                  Y   Certified
## 7142      59439.6500         Year                  Y   Certified
## 7143      67911.5900         Year                  Y      Denied
## 7144     100581.3400         Year                  Y      Denied
## 7145     112538.4300         Year                  N   Certified
## 7146         57.9863         Hour                  Y   Certified
## 7147     238078.8700         Year                  Y   Certified
## 7148     108691.9300         Year                  Y   Certified
## 7149     102680.8000         Year                  Y   Certified
## 7150     127288.2500         Year                  N   Certified
## 7151       2865.1900         Year                  Y      Denied
## 7152     143886.0200         Year                  Y   Certified
## 7153        615.3414         Hour                  Y      Denied
## 7154      16025.3600         Year                  Y   Certified
## 7155      57638.3600         Year                  Y   Certified
## 7156     132039.9800         Year                  Y   Certified
## 7157       8575.2300         Year                  Y   Certified
## 7158     108017.9900         Year                  Y   Certified
## 7159     119987.2800         Year                  Y   Certified
## 7160     139666.1500         Year                  Y      Denied
## 7161      95509.3400         Year                  Y   Certified
## 7162     153485.1200         Year                  Y      Denied
## 7163     128758.3900         Year                  Y   Certified
## 7164      78239.0300         Year                  Y      Denied
## 7165        463.3112         Hour                  Y   Certified
## 7166     145074.6700         Year                  Y   Certified
## 7167      90522.6200         Year                  Y   Certified
## 7168     104652.7500         Year                  Y      Denied
## 7169      76214.4800         Year                  Y   Certified
## 7170      92411.3500         Year                  Y   Certified
## 7171      44126.9100         Year                  Y      Denied
## 7172      72352.3400         Year                  Y   Certified
## 7173      93560.1200         Year                  Y   Certified
## 7174      54955.7200         Year                  Y   Certified
## 7175     152011.5500         Year                  Y   Certified
## 7176      65985.9000         Year                  Y   Certified
## 7177        523.6527         Hour                  Y      Denied
## 7178      24276.7700         Year                  Y   Certified
## 7179        399.4489         Hour                  Y   Certified
## 7180      24022.8700         Year                  Y   Certified
## 7181     231936.2900         Year                  Y   Certified
## 7182     131792.9900         Year                  Y      Denied
## 7183     117109.7500         Year                  Y   Certified
## 7184      87111.6100         Year                  Y   Certified
## 7185      99564.8300         Year                  Y   Certified
## 7186       8968.8100         Year                  Y      Denied
## 7187     118042.2000         Year                  Y   Certified
## 7188     144755.6000         Year                  Y   Certified
## 7189     159772.0200         Year                  Y   Certified
## 7190      42608.5000         Year                  Y   Certified
## 7191      63326.9900         Year                  Y   Certified
## 7192     115517.7200         Year                  N   Certified
## 7193      28813.9700        Month                  Y   Certified
## 7194      82130.0700         Year                  Y   Certified
## 7195      64897.0300         Year                  Y      Denied
## 7196      30705.8500         Year                  Y      Denied
## 7197      31145.4000         Year                  N   Certified
## 7198     111290.0700         Year                  Y   Certified
## 7199     139660.2600         Year                  Y   Certified
## 7200     128600.8700         Year                  Y      Denied
## 7201      55841.9800         Year                  Y      Denied
## 7202      27826.1300         Year                  Y   Certified
## 7203      57615.0900         Year                  Y      Denied
## 7204      74848.0200         Week                  Y      Denied
## 7205     167375.0900         Year                  N   Certified
## 7206     110675.5200         Year                  Y      Denied
## 7207      16027.5300         Year                  Y   Certified
## 7208     106409.8200         Year                  Y   Certified
## 7209     196282.0200         Year                  Y   Certified
## 7210     174657.0700         Year                  Y   Certified
## 7211      49817.2100         Year                  Y      Denied
## 7212      77171.7500         Year                  Y   Certified
## 7213     114194.4300         Year                  Y   Certified
## 7214      20136.5200         Year                  Y   Certified
## 7215      74957.1400         Year                  Y   Certified
## 7216        680.9274         Hour                  Y      Denied
## 7217      99514.5000         Year                  Y   Certified
## 7218      81180.7300         Year                  Y   Certified
## 7219      10200.7900         Year                  Y   Certified
## 7220     111985.4600         Week                  Y   Certified
## 7221      54033.4000         Year                  Y   Certified
## 7222     187808.2800         Year                  Y   Certified
## 7223      99942.7900         Year                  Y   Certified
## 7224      38907.1300         Year                  Y   Certified
## 7225     141435.9500         Year                  Y   Certified
## 7226      22217.7700         Year                  Y   Certified
## 7227      80838.1800         Year                  Y   Certified
## 7228      30564.5000         Year                  Y   Certified
## 7229      52726.4700         Year                  Y   Certified
## 7230      45205.1500         Year                  Y      Denied
## 7231     118802.0800         Year                  Y      Denied
## 7232     101734.3900         Year                  Y   Certified
## 7233      69739.0700         Year                  Y   Certified
## 7234     132996.8900         Year                  Y   Certified
## 7235        847.4413         Hour                  Y   Certified
## 7236     128008.3000         Year                  Y   Certified
## 7237      17039.4400         Year                  Y   Certified
## 7238      78524.3300         Year                  Y   Certified
## 7239     143129.1000         Year                  Y   Certified
## 7240     142934.1800         Year                  N   Certified
## 7241      51025.8900         Year                  Y   Certified
## 7242      90925.9200         Year                  Y   Certified
## 7243      95806.2200         Year                  N   Certified
## 7244        705.3218         Hour                  Y      Denied
## 7245      89894.4700         Year                  N   Certified
## 7246      72615.1700         Year                  Y      Denied
## 7247       7034.1400         Year                  Y      Denied
## 7248     138356.2700         Year                  N   Certified
## 7249        986.5337         Hour                  Y   Certified
## 7250     120461.9900         Year                  Y   Certified
## 7251      72873.8900         Year                  Y   Certified
## 7252      53961.4300         Year                  Y   Certified
## 7253     127892.9600         Year                  Y   Certified
## 7254      60764.8600         Year                  Y      Denied
## 7255     160556.2000         Year                  Y      Denied
## 7256     222457.5100         Year                  Y   Certified
## 7257      23565.4300         Year                  Y   Certified
## 7258     118126.0800         Year                  Y   Certified
## 7259     131309.0800         Year                  N      Denied
## 7260        233.7907         Hour                  Y      Denied
## 7261      81054.8500         Year                  N   Certified
## 7262      44899.2400         Year                  Y   Certified
## 7263      32125.1200         Year                  Y      Denied
## 7264     139413.4600         Year                  Y      Denied
## 7265     110763.3400         Year                  N   Certified
## 7266      60950.0700         Year                  Y      Denied
## 7267      70343.7100         Year                  Y      Denied
## 7268      51160.9300         Year                  N   Certified
## 7269      53770.0000         Year                  Y   Certified
## 7270        204.6484         Hour                  Y   Certified
## 7271      51003.3100         Year                  Y      Denied
## 7272       6287.7600         Year                  Y      Denied
## 7273      19470.2300         Year                  Y   Certified
## 7274      54306.3500         Year                  Y   Certified
## 7275      61119.4700         Year                  N   Certified
## 7276      16387.5900         Year                  Y   Certified
## 7277      88745.1600         Year                  N      Denied
## 7278      85842.6200         Year                  Y   Certified
## 7279        574.5500         Year                  Y   Certified
## 7280       5561.4100         Year                  N      Denied
## 7281     180066.4400         Year                  Y   Certified
## 7282      58488.5000         Year                  Y      Denied
## 7283      54808.9000         Year                  Y   Certified
## 7284      86475.8600         Year                  Y   Certified
## 7285        488.9859         Hour                  Y      Denied
## 7286     108401.6600         Year                  Y   Certified
## 7287      36504.7000         Year                  Y      Denied
## 7288      85015.6500         Year                  N   Certified
## 7289        228.6246         Hour                  Y      Denied
## 7290     149404.1800         Year                  N   Certified
## 7291        130.2900         Hour                  Y      Denied
## 7292     143572.6200         Year                  Y      Denied
## 7293      53318.5700         Year                  Y   Certified
## 7294     100353.5600         Year                  Y   Certified
## 7295     116908.8500         Year                  Y   Certified
## 7296     153115.7300         Year                  Y   Certified
## 7297      17132.7200         Year                  Y   Certified
## 7298        250.7276         Hour                  Y      Denied
## 7299      79905.3000         Year                  Y      Denied
## 7300      96764.9100         Year                  Y      Denied
## 7301      99542.2100         Year                  Y      Denied
## 7302      53718.4100         Year                  N   Certified
## 7303      47862.7600         Year                  Y   Certified
## 7304      23734.7500         Year                  Y   Certified
## 7305      72112.7400         Year                  Y   Certified
## 7306      64776.2300         Year                  Y      Denied
## 7307       1222.9100         Year                  Y   Certified
## 7308        424.5090         Hour                  Y   Certified
## 7309     123330.2000         Year                  Y   Certified
## 7310      37769.8700         Year                  Y   Certified
## 7311        352.4315         Hour                  Y   Certified
## 7312       6890.1800         Year                  Y   Certified
## 7313      90318.4600         Year                  Y   Certified
## 7314      20532.7000         Year                  Y   Certified
## 7315      91969.5600         Year                  Y      Denied
## 7316     109467.0900         Year                  Y   Certified
## 7317      96289.7200         Year                  Y   Certified
## 7318     140961.1300         Year                  Y   Certified
## 7319     115005.6100         Year                  Y   Certified
## 7320      85671.0400         Year                  Y      Denied
## 7321      42530.4200         Year                  Y   Certified
## 7322      28113.9400         Year                  Y   Certified
## 7323     105327.3900         Year                  Y   Certified
## 7324     122051.0400         Year                  Y   Certified
## 7325      47428.5800         Year                  Y   Certified
## 7326     107461.2100         Year                  Y   Certified
## 7327     157777.8900         Year                  Y   Certified
## 7328      28716.3500         Year                  Y   Certified
## 7329     117617.9500         Year                  Y      Denied
## 7330      99965.1800         Year                  Y   Certified
## 7331     100345.7200         Year                  N   Certified
## 7332     117316.6400         Year                  Y   Certified
## 7333      11641.4000         Year                  Y   Certified
## 7334     156366.1000         Year                  Y   Certified
## 7335     117117.2100         Year                  Y   Certified
## 7336     114774.5800         Year                  Y      Denied
## 7337      53884.0300         Year                  Y   Certified
## 7338      79713.9900         Year                  Y   Certified
## 7339     114646.6900         Year                  Y   Certified
## 7340      47102.6400         Year                  Y   Certified
## 7341     195534.1800         Year                  Y      Denied
## 7342      16800.9800         Year                  Y   Certified
## 7343     134595.2100         Year                  Y   Certified
## 7344     126744.9600         Year                  Y      Denied
## 7345      80917.1000         Year                  Y      Denied
## 7346       6143.6600         Year                  Y   Certified
## 7347      12786.1300         Year                  Y   Certified
## 7348      72311.4600         Year                  N   Certified
## 7349      50777.1400         Year                  Y   Certified
## 7350      14549.1200         Year                  Y   Certified
## 7351        452.0370         Hour                  Y      Denied
## 7352     100807.3800         Year                  Y   Certified
## 7353         38.4261         Hour                  Y      Denied
## 7354      91675.7500         Year                  Y      Denied
## 7355      74753.3300         Year                  Y   Certified
## 7356      34601.8800         Year                  Y   Certified
## 7357     164447.0200         Year                  Y      Denied
## 7358     110466.8500         Year                  N   Certified
## 7359     109531.2700         Year                  Y   Certified
## 7360      78476.8300         Year                  Y   Certified
## 7361      59087.2700         Year                  Y   Certified
## 7362     115472.0700         Year                  Y   Certified
## 7363      85850.9800         Year                  Y   Certified
## 7364      70194.2600         Year                  Y   Certified
## 7365      51212.0700         Year                  Y   Certified
## 7366     110450.4700         Year                  Y      Denied
## 7367     110364.0000         Year                  Y   Certified
## 7368     100154.3500         Year                  Y      Denied
## 7369      31168.4100         Year                  Y   Certified
## 7370      70191.5200         Year                  Y   Certified
## 7371       5050.0200         Year                  N      Denied
## 7372     113688.0700         Year                  Y   Certified
## 7373     140986.2800         Year                  Y   Certified
## 7374      58972.1800         Year                  Y   Certified
## 7375     255626.7200         Year                  N   Certified
## 7376     216445.8200         Year                  Y   Certified
## 7377      48597.7500         Year                  Y      Denied
## 7378     140561.5600         Year                  N   Certified
## 7379      37844.5900         Year                  Y      Denied
## 7380     247602.3600         Year                  Y   Certified
## 7381      68700.7400         Year                  Y   Certified
## 7382      33336.0300         Year                  Y   Certified
## 7383      72036.8000         Year                  Y   Certified
## 7384     215399.9900         Year                  N      Denied
## 7385     110665.9400         Year                  Y   Certified
## 7386      39935.8500         Year                  Y   Certified
## 7387      89536.0000         Year                  Y   Certified
## 7388      43406.7900         Year                  Y   Certified
## 7389     114270.3000         Year                  Y   Certified
## 7390      83706.5300         Year                  Y   Certified
## 7391      60746.1100         Year                  Y   Certified
## 7392      13308.9700         Year                  Y   Certified
## 7393      63253.4400         Year                  Y   Certified
## 7394     163013.5900         Year                  Y   Certified
## 7395     129585.9800         Year                  Y   Certified
## 7396      64533.8100         Year                  Y   Certified
## 7397      13274.3300         Year                  Y   Certified
## 7398       9659.5200         Year                  Y   Certified
## 7399        117.4200         Hour                  Y   Certified
## 7400      79657.8600         Year                  Y      Denied
## 7401      60662.2100         Year                  Y   Certified
## 7402      83502.6600         Year                  Y   Certified
## 7403     157430.6100         Year                  Y   Certified
## 7404      44077.4600         Year                  Y      Denied
## 7405      54889.5300         Year                  Y   Certified
## 7406      41589.6900         Year                  Y      Denied
## 7407      91225.1900         Year                  Y   Certified
## 7408      49711.3000         Year                  N   Certified
## 7409      89075.7500         Year                  Y   Certified
## 7410      32429.6700         Year                  Y   Certified
## 7411         68.5833         Hour                  Y      Denied
## 7412     140896.1000         Year                  Y      Denied
## 7413      18350.8100         Year                  N   Certified
## 7414      71363.0300         Year                  Y   Certified
## 7415     115802.8800         Year                  Y   Certified
## 7416      44022.4800         Year                  N   Certified
## 7417        401.5855         Hour                  Y      Denied
## 7418       6045.6600         Year                  Y   Certified
## 7419      35171.4800         Year                  Y      Denied
## 7420      83243.6500         Year                  Y   Certified
## 7421       3396.4100         Year                  Y      Denied
## 7422      58253.1100         Year                  Y   Certified
## 7423     131304.2900         Year                  Y      Denied
## 7424      88514.1300         Year                  Y      Denied
## 7425     153555.5300         Year                  N   Certified
## 7426     123597.5900         Year                  Y      Denied
## 7427     163587.9200         Year                  Y   Certified
## 7428     227360.2300         Year                  Y      Denied
## 7429      54538.9000         Year                  Y   Certified
## 7430     114417.9300         Year                  Y   Certified
## 7431     102492.0800         Year                  Y      Denied
## 7432      78726.1700         Year                  Y   Certified
## 7433      69851.5000         Year                  N      Denied
## 7434     146760.9800         Year                  Y   Certified
## 7435      51617.2500         Year                  Y   Certified
## 7436     100756.7200         Year                  Y      Denied
## 7437        328.9246         Hour                  Y      Denied
## 7438      22403.5700         Year                  Y   Certified
## 7439      41415.3600         Year                  Y      Denied
## 7440      35573.2700         Year                  Y   Certified
## 7441      47822.2200         Year                  Y   Certified
## 7442     133821.8700         Year                  N      Denied
## 7443      15284.2300         Year                  Y   Certified
## 7444        133.3300         Hour                  Y      Denied
## 7445      50246.6300         Year                  Y      Denied
## 7446       6579.3300         Year                  Y      Denied
## 7447     284328.9600         Year                  N   Certified
## 7448     131310.9600         Year                  N   Certified
## 7449      41743.9500         Year                  Y      Denied
## 7450      20844.0400         Year                  Y   Certified
## 7451     105562.3500         Year                  Y      Denied
## 7452     135104.5000         Year                  Y   Certified
## 7453      76269.2700         Year                  Y      Denied
## 7454     101797.5300         Year                  Y      Denied
## 7455     171819.5400         Year                  Y   Certified
## 7456      54095.2800         Year                  Y   Certified
## 7457      82887.7800         Year                  Y   Certified
## 7458     110855.6200         Year                  Y      Denied
## 7459      50485.1000         Year                  Y   Certified
## 7460      59260.3700         Year                  Y   Certified
## 7461      59639.5400         Year                  Y   Certified
## 7462      69222.4500         Year                  Y   Certified
## 7463      61562.8500         Year                  Y      Denied
## 7464      63208.7600         Year                  Y   Certified
## 7465      76638.7200         Year                  Y      Denied
## 7466      64640.1100         Year                  Y   Certified
## 7467      41063.2100         Year                  Y   Certified
## 7468      58332.4800         Year                  Y   Certified
## 7469      24353.4200         Year                  Y   Certified
## 7470      78137.7500         Year                  Y   Certified
## 7471       6897.9400         Year                  Y   Certified
## 7472      49865.1900         Year                  Y      Denied
## 7473     118355.0800         Year                  Y   Certified
## 7474        260.6671         Hour                  Y   Certified
## 7475      39280.1100         Year                  Y   Certified
## 7476     139144.0500         Year                  Y   Certified
## 7477     126622.4700         Year                  Y   Certified
## 7478      38550.6400         Year                  Y   Certified
## 7479      75843.6400         Year                  Y   Certified
## 7480     106782.9700         Year                  Y   Certified
## 7481      35641.8000         Year                  Y      Denied
## 7482      31374.8800         Year                  Y   Certified
## 7483      32300.1900         Year                  Y   Certified
## 7484      75476.8700         Year                  Y   Certified
## 7485     108522.2800         Year                  Y      Denied
## 7486     128852.6100         Year                  Y   Certified
## 7487     104060.5800         Year                  Y   Certified
## 7488     123417.8700         Year                  Y   Certified
## 7489      50758.4100         Year                  Y   Certified
## 7490      47479.6100         Year                  Y   Certified
## 7491     118009.2500         Year                  N   Certified
## 7492      40830.0500         Year                  Y   Certified
## 7493      98967.1600         Year                  Y   Certified
## 7494      75922.0800         Year                  N   Certified
## 7495     130318.3000         Year                  N   Certified
## 7496     219351.8900         Year                  Y   Certified
## 7497     115700.8000         Year                  Y      Denied
## 7498     248137.0500         Year                  Y   Certified
## 7499       5273.6300         Year                  N   Certified
## 7500       3025.5600         Year                  Y   Certified
## 7501      76814.4800         Year                  Y   Certified
## 7502        385.7960         Hour                  Y      Denied
## 7503        176.7600         Hour                  Y      Denied
## 7504        301.6979         Hour                  Y   Certified
## 7505      47190.9700         Year                  Y      Denied
## 7506       2183.2300         Week                  Y   Certified
## 7507      94152.5000         Year                  Y   Certified
## 7508      18551.0000         Year                  Y      Denied
## 7509      35968.5600         Year                  Y   Certified
## 7510     112156.3400         Year                  Y   Certified
## 7511      71734.6600         Year                  Y   Certified
## 7512      73964.5300         Year                  Y   Certified
## 7513       9113.9200         Year                  Y   Certified
## 7514      45382.2400         Year                  Y   Certified
## 7515      24198.9800         Year                  N   Certified
## 7516      23930.8000         Year                  Y      Denied
## 7517     109193.6300         Year                  Y   Certified
## 7518        656.3975         Hour                  Y   Certified
## 7519     141595.6800         Year                  Y   Certified
## 7520      71022.9600         Year                  Y   Certified
## 7521        323.7899         Hour                  Y   Certified
## 7522     146104.9300         Year                  Y      Denied
## 7523       9415.1200         Year                  Y      Denied
## 7524      63013.2800         Year                  Y      Denied
## 7525      55912.9500         Year                  Y   Certified
## 7526      83956.4000         Year                  Y   Certified
## 7527     124947.5100         Year                  Y      Denied
## 7528     137315.8600         Year                  N   Certified
## 7529      22472.0700         Year                  Y   Certified
## 7530     122963.1200         Year                  Y   Certified
## 7531         89.4706         Hour                  Y   Certified
## 7532      64357.5800         Year                  Y   Certified
## 7533        703.3133         Hour                  Y      Denied
## 7534      55548.0900         Year                  Y   Certified
## 7535      99324.1200         Year                  Y   Certified
## 7536      90722.0400         Year                  Y      Denied
## 7537      50740.8100         Year                  Y   Certified
## 7538      94382.7500         Year                  Y   Certified
## 7539        113.2300         Hour                  Y   Certified
## 7540      42727.5900         Year                  Y   Certified
## 7541      53523.8900         Year                  Y      Denied
## 7542      26449.7400         Year                  Y   Certified
## 7543      81057.9400         Year                  Y   Certified
## 7544     136671.1800         Year                  Y   Certified
## 7545      91884.6800         Week                  Y      Denied
## 7546     128925.2900         Year                  Y   Certified
## 7547      86541.1700         Year                  Y      Denied
## 7548     100454.7900         Year                  Y   Certified
## 7549     129240.6800         Year                  Y   Certified
## 7550     121327.4200         Year                  Y   Certified
## 7551      80394.5700         Year                  Y   Certified
## 7552      13018.2800         Year                  Y      Denied
## 7553      89982.2300         Year                  Y      Denied
## 7554     137988.0400         Year                  Y   Certified
## 7555        478.3670         Hour                  Y      Denied
## 7556        186.3233         Hour                  Y      Denied
## 7557     115704.9900         Year                  N      Denied
## 7558     205296.7800         Year                  Y      Denied
## 7559     138252.1900         Year                  N      Denied
## 7560      70693.5600         Year                  Y   Certified
## 7561      15453.2700         Year                  Y      Denied
## 7562      74278.1800         Year                  Y   Certified
## 7563      35170.7400         Year                  Y   Certified
## 7564      81391.4900         Year                  Y   Certified
## 7565       9690.9400         Year                  Y      Denied
## 7566        843.5481         Hour                  Y   Certified
## 7567      90466.0100         Year                  N      Denied
## 7568      27984.1700         Year                  Y   Certified
## 7569     103686.0300         Year                  Y   Certified
## 7570        282.1789         Hour                  Y      Denied
## 7571       7861.0900         Year                  Y   Certified
## 7572     118576.1800         Year                  N   Certified
## 7573      67685.0100         Year                  Y      Denied
## 7574        954.1248         Hour                  Y      Denied
## 7575     153798.5200         Year                  Y   Certified
## 7576     160582.3200         Year                  Y   Certified
## 7577      47664.7900         Year                  Y   Certified
## 7578      50190.4300         Year                  N   Certified
## 7579     151117.7900         Year                  Y      Denied
## 7580     126912.7100         Year                  Y   Certified
## 7581     273774.0500         Year                  Y   Certified
## 7582        138.7600         Hour                  Y   Certified
## 7583     141869.7500         Year                  Y   Certified
## 7584     246806.6500         Year                  N   Certified
## 7585      71919.1000         Year                  N   Certified
## 7586      72687.8700         Year                  N   Certified
## 7587     118490.7000         Year                  Y   Certified
## 7588     137914.9900         Year                  Y   Certified
## 7589     106033.4100         Year                  Y      Denied
## 7590      78216.9000         Year                  N      Denied
## 7591      30650.8600         Year                  Y   Certified
## 7592      91857.1600         Year                  Y   Certified
## 7593      12110.8100         Year                  Y   Certified
## 7594      35227.2200         Year                  Y      Denied
## 7595       3145.8300         Year                  N   Certified
## 7596     124511.8600         Year                  Y   Certified
## 7597      55344.7800         Year                  Y   Certified
## 7598      46751.8000         Year                  Y   Certified
## 7599     103135.7300         Year                  N   Certified
## 7600      48009.6600         Year                  Y   Certified
## 7601        109.4800         Hour                  Y   Certified
## 7602      35070.0400         Year                  Y   Certified
## 7603     225816.5600         Year                  Y   Certified
## 7604      27159.9400         Year                  Y   Certified
## 7605     111342.3100         Year                  Y   Certified
## 7606      97517.8800         Year                  N   Certified
## 7607      32165.4900         Year                  Y   Certified
## 7608      40453.0600         Year                  Y      Denied
## 7609     110923.6000         Year                  Y      Denied
## 7610        111.6400         Hour                  Y   Certified
## 7611      75598.1500         Year                  Y   Certified
## 7612      92234.7600         Year                  Y      Denied
## 7613      70358.5900         Year                  Y   Certified
## 7614        206.3000         Hour                  Y   Certified
## 7615      43248.2200         Year                  Y   Certified
## 7616     103029.7900         Year                  Y   Certified
## 7617      15327.1600         Year                  Y      Denied
## 7618     163256.4000         Year                  Y   Certified
## 7619        975.6228         Hour                  Y      Denied
## 7620      21408.5500         Year                  Y      Denied
## 7621      58036.3400         Year                  Y   Certified
## 7622     165626.0700         Year                  Y   Certified
## 7623     140511.7800         Year                  Y      Denied
## 7624      14207.7200         Year                  Y   Certified
## 7625      28099.4600         Year                  N   Certified
## 7626     133413.8100         Year                  N   Certified
## 7627     122284.8200         Year                  Y   Certified
## 7628      96637.0800         Year                  Y   Certified
## 7629     277357.7800         Year                  Y      Denied
## 7630      86080.8100         Year                  Y   Certified
## 7631        662.0821         Hour                  Y      Denied
## 7632     126727.4500         Year                  Y   Certified
## 7633     137297.2900         Year                  Y   Certified
## 7634        737.7518         Hour                  Y   Certified
## 7635      62238.0200         Year                  Y      Denied
## 7636      22484.4700         Year                  Y   Certified
## 7637      78615.4600         Year                  Y   Certified
## 7638     113326.4400         Year                  Y   Certified
## 7639      90318.6700         Year                  Y   Certified
## 7640     113839.7800         Year                  Y      Denied
## 7641      58025.3000         Year                  N   Certified
## 7642     238353.7000         Year                  Y   Certified
## 7643      23122.8400         Year                  Y   Certified
## 7644     118795.1000         Year                  N      Denied
## 7645         49.9985         Hour                  Y      Denied
## 7646      82484.0800         Year                  Y   Certified
## 7647      18705.3400         Year                  Y   Certified
## 7648      20239.6000         Year                  Y   Certified
## 7649     113079.7100         Year                  N   Certified
## 7650      50581.4100         Year                  Y      Denied
## 7651      51012.4200         Year                  Y      Denied
## 7652      85431.4300         Year                  Y   Certified
## 7653     130081.8400         Year                  Y      Denied
## 7654     110859.6000         Year                  Y      Denied
## 7655      71020.5000         Year                  Y   Certified
## 7656      57167.3100         Year                  Y   Certified
## 7657      20348.0500         Year                  Y   Certified
## 7658     142025.3200         Year                  Y      Denied
## 7659     254858.8600         Year                  Y      Denied
## 7660     135703.6900         Year                  Y   Certified
## 7661      48590.1700         Year                  Y   Certified
## 7662      20842.9000         Year                  Y   Certified
## 7663      69039.7700         Year                  Y   Certified
## 7664     145467.7800         Year                  N   Certified
## 7665      91553.5000         Year                  Y   Certified
## 7666     125489.9100         Year                  Y      Denied
## 7667      23290.8400         Year                  Y      Denied
## 7668     110201.4300         Year                  Y      Denied
## 7669      40368.7700         Year                  Y   Certified
## 7670      52545.9700         Year                  Y   Certified
## 7671      40435.2600         Year                  Y   Certified
## 7672     142048.9900         Year                  Y   Certified
## 7673      97188.8300         Year                  Y   Certified
## 7674        100.7597         Hour                  Y      Denied
## 7675     100538.0000         Year                  Y      Denied
## 7676      33696.4400         Year                  Y   Certified
## 7677     118953.4800         Year                  Y   Certified
## 7678      64710.1200         Year                  Y   Certified
## 7679      68791.2800         Year                  N   Certified
## 7680      95813.5200         Year                  Y      Denied
## 7681      99416.3100         Year                  Y      Denied
## 7682      50289.8800         Year                  Y   Certified
## 7683      89737.4400         Year                  Y   Certified
## 7684      95739.1500         Year                  Y      Denied
## 7685      85001.7300         Year                  Y      Denied
## 7686      27329.0000         Year                  Y   Certified
## 7687      12669.7100         Year                  Y   Certified
## 7688     158076.3000         Year                  Y      Denied
## 7689      63923.9500         Year                  Y   Certified
## 7690      84965.6100         Year                  Y      Denied
## 7691     211621.6800         Year                  N      Denied
## 7692      92202.2700         Year                  Y      Denied
## 7693     124628.1300         Year                  N   Certified
## 7694      66891.2700         Year                  Y   Certified
## 7695      50690.8100         Year                  Y   Certified
## 7696      74258.8600         Year                  Y      Denied
## 7697      45668.2700         Year                  Y      Denied
## 7698     202386.1700         Year                  Y      Denied
## 7699        195.1899         Hour                  Y   Certified
## 7700      31655.4100         Year                  Y   Certified
## 7701     110359.8700         Year                  Y      Denied
## 7702     127296.6600         Year                  Y      Denied
## 7703      47223.9200         Year                  Y      Denied
## 7704     127437.1200         Year                  N   Certified
## 7705      30637.1400         Year                  Y      Denied
## 7706      94046.0500         Year                  Y      Denied
## 7707     234856.3600         Year                  Y   Certified
## 7708      97817.7500         Year                  Y      Denied
## 7709       3298.4500         Year                  Y   Certified
## 7710      22476.6500         Year                  Y   Certified
## 7711     107636.5300         Year                  Y      Denied
## 7712      73581.4400         Year                  Y   Certified
## 7713      87243.3600         Year                  Y   Certified
## 7714     139459.1600         Year                  Y   Certified
## 7715      89821.1300         Year                  Y      Denied
## 7716     101209.9700         Year                  Y   Certified
## 7717      41351.1000         Year                  Y      Denied
## 7718      31865.2000         Year                  Y   Certified
## 7719        393.4729         Hour                  Y      Denied
## 7720      96065.2000         Year                  Y      Denied
## 7721      55503.1500         Year                  Y   Certified
## 7722      76898.7900         Year                  Y      Denied
## 7723      78943.5100         Year                  Y   Certified
## 7724     101492.7800         Year                  Y   Certified
## 7725      31641.2400         Year                  Y   Certified
## 7726      43416.4100         Year                  Y   Certified
## 7727     108619.0300         Year                  Y      Denied
## 7728       9072.3800         Year                  Y   Certified
## 7729     136534.1800         Year                  Y      Denied
## 7730      51468.5500         Year                  Y   Certified
## 7731        318.9640         Hour                  Y   Certified
## 7732      91970.9200         Year                  Y      Denied
## 7733      54989.0900         Year                  Y   Certified
## 7734       1820.2600         Year                  Y   Certified
## 7735      42808.7700         Year                  Y   Certified
## 7736      80560.8300         Year                  Y   Certified
## 7737        108.6640         Hour                  Y   Certified
## 7738     129533.4100         Week                  Y      Denied
## 7739      83102.3100         Year                  N   Certified
## 7740      36451.6500         Year                  Y   Certified
## 7741     103540.5100         Year                  Y      Denied
## 7742      37963.1500         Year                  Y      Denied
## 7743      98538.2000         Year                  Y   Certified
## 7744      85595.5000         Year                  N      Denied
## 7745      58597.2600         Year                  Y   Certified
## 7746      45607.8800         Year                  Y   Certified
## 7747      96236.2400         Year                  Y      Denied
## 7748      23798.0500         Year                  Y   Certified
## 7749      49900.2000         Year                  Y      Denied
## 7750      59241.4700         Year                  Y   Certified
## 7751     123711.0100         Year                  N   Certified
## 7752      48831.0600         Year                  Y   Certified
## 7753     110009.8000         Year                  Y      Denied
## 7754      68650.7900         Year                  Y   Certified
## 7755     172838.6800         Year                  Y      Denied
## 7756     204727.6300         Year                  Y   Certified
## 7757      58879.7100         Year                  Y      Denied
## 7758      42720.8900         Year                  Y   Certified
## 7759        741.0381         Hour                  Y   Certified
## 7760     119030.4500         Year                  Y   Certified
## 7761        735.9425         Hour                  Y      Denied
## 7762      38457.5100         Year                  Y   Certified
## 7763     110971.9000         Year                  Y   Certified
## 7764      16239.0300         Year                  Y      Denied
## 7765     145426.6700         Year                  N   Certified
## 7766      57282.4000         Year                  Y   Certified
## 7767      97810.8000         Year                  Y   Certified
## 7768     100425.2900         Year                  Y   Certified
## 7769     116879.6600         Year                  N   Certified
## 7770        868.8772         Hour                  Y   Certified
## 7771     136875.3300         Year                  Y      Denied
## 7772      41765.0200         Year                  Y   Certified
## 7773      94069.2800         Year                  Y      Denied
## 7774      93006.9900         Year                  Y   Certified
## 7775      42662.9000         Year                  Y   Certified
## 7776      57915.9000         Year                  Y   Certified
## 7777      81665.0600         Year                  Y   Certified
## 7778     106274.4100         Year                  N   Certified
## 7779      18257.9300         Year                  Y   Certified
## 7780     226588.6200         Year                  N   Certified
## 7781      10634.3900         Year                  Y   Certified
## 7782      81897.5300         Year                  N   Certified
## 7783      14937.6900         Year                  Y   Certified
## 7784     147001.8100         Year                  Y   Certified
## 7785      74972.6500         Year                  Y      Denied
## 7786      21571.6800         Year                  Y      Denied
## 7787      69952.0500         Year                  Y   Certified
## 7788      46459.9100         Year                  Y   Certified
## 7789        127.3100         Hour                  Y      Denied
## 7790     153377.1800         Year                  Y   Certified
## 7791      43354.4900         Year                  N   Certified
## 7792      99750.1500         Year                  Y      Denied
## 7793     247935.5000         Year                  N   Certified
## 7794      38627.3800         Year                  Y   Certified
## 7795     117472.4500         Year                  Y   Certified
## 7796      59916.0600         Year                  Y   Certified
## 7797      21711.6500         Year                  Y   Certified
## 7798      11697.3000         Year                  Y   Certified
## 7799      78599.2200         Week                  Y      Denied
## 7800     226927.9500         Year                  Y      Denied
## 7801     108817.5300         Year                  Y   Certified
## 7802     146846.5900         Year                  N   Certified
## 7803     114776.4900         Year                  Y   Certified
## 7804      18651.1500         Year                  Y      Denied
## 7805      60976.1800         Year                  Y   Certified
## 7806      87621.7400         Year                  Y      Denied
## 7807      42530.6700         Year                  Y   Certified
## 7808     115222.6900         Year                  Y   Certified
## 7809      56921.3000         Year                  Y      Denied
## 7810      36410.6000         Year                  N   Certified
## 7811     127475.6600         Year                  Y      Denied
## 7812      50633.2300         Year                  Y      Denied
## 7813      62953.3400         Year                  Y      Denied
## 7814      47237.1100         Year                  Y   Certified
## 7815     124573.6100         Year                  Y      Denied
## 7816        253.7458         Hour                  Y      Denied
## 7817     211159.9500         Year                  Y   Certified
## 7818     157633.9400         Year                  Y   Certified
## 7819     142550.3900         Year                  N   Certified
## 7820        155.7380         Hour                  Y      Denied
## 7821        572.6978         Hour                  Y   Certified
## 7822      80981.9300         Year                  N   Certified
## 7823      28035.8300         Year                  Y   Certified
## 7824      90630.1700         Year                  Y   Certified
## 7825         63.7364         Hour                  Y      Denied
## 7826     103190.4100         Year                  Y   Certified
## 7827       5648.2900         Year                  Y      Denied
## 7828     225181.8800         Year                  Y   Certified
## 7829        109.9600         Hour                  Y      Denied
## 7830      20500.3900         Year                  Y   Certified
## 7831      69343.2700         Year                  Y   Certified
## 7832      86152.5200         Year                  Y   Certified
## 7833     100910.3000         Year                  Y   Certified
## 7834      79091.0900         Year                  Y   Certified
## 7835      18482.7200         Year                  Y   Certified
## 7836      69939.9700         Year                  Y   Certified
## 7837      10167.8900         Year                  Y   Certified
## 7838      35151.4800         Year                  Y   Certified
## 7839      40965.8000         Year                  Y   Certified
## 7840       8799.4600         Year                  Y   Certified
## 7841     106383.8000         Year                  N   Certified
## 7842      69151.5400         Year                  Y      Denied
## 7843      37141.1500         Year                  Y   Certified
## 7844      23039.9500         Year                  Y   Certified
## 7845     207023.7600         Year                  Y   Certified
## 7846     103316.9400         Year                  Y   Certified
## 7847      43891.4400         Year                  Y   Certified
## 7848     161407.1900         Year                  Y   Certified
## 7849     152313.4500         Year                  Y   Certified
## 7850     106036.7700         Year                  N      Denied
## 7851     100862.3900         Year                  Y      Denied
## 7852     125612.2000         Year                  Y   Certified
## 7853      15030.3200         Year                  Y   Certified
## 7854      48108.5700         Week                  N      Denied
## 7855      78469.0900         Year                  Y   Certified
## 7856     116663.1200         Year                  Y      Denied
## 7857     114902.7700         Year                  Y   Certified
## 7858     148912.2900         Year                  Y      Denied
## 7859      94640.6600         Year                  Y      Denied
## 7860      45096.6400         Year                  Y   Certified
## 7861     155070.0100         Year                  Y   Certified
## 7862      86278.2800         Year                  Y      Denied
## 7863     162848.6100         Year                  N   Certified
## 7864      78428.3500         Year                  Y   Certified
## 7865      63243.0600         Year                  Y   Certified
## 7866     137704.4600         Year                  N   Certified
## 7867     126739.9600         Year                  Y   Certified
## 7868     149629.6300         Year                  Y   Certified
## 7869     100655.1600         Year                  Y      Denied
## 7870      68723.8800         Year                  N   Certified
## 7871      42337.6100         Year                  Y      Denied
## 7872      57757.5700         Year                  Y      Denied
## 7873      34304.1400         Year                  Y   Certified
## 7874     161902.3900         Year                  N   Certified
## 7875     133000.9500         Year                  Y   Certified
## 7876      60362.1300         Year                  Y   Certified
## 7877     142896.1200         Year                  Y      Denied
## 7878      38507.2500         Year                  Y      Denied
## 7879     144191.3900         Year                  Y   Certified
## 7880     108025.0900         Year                  Y      Denied
## 7881      64941.6700         Year                  Y   Certified
## 7882     114482.8000         Year                  Y      Denied
## 7883      70307.8900         Year                  Y   Certified
## 7884      15387.9100         Year                  Y   Certified
## 7885     143008.2700         Year                  Y   Certified
## 7886      21722.5900         Year                  Y   Certified
## 7887      10260.5300         Year                  Y   Certified
## 7888      18264.0900         Year                  Y   Certified
## 7889      30611.7400         Year                  Y   Certified
## 7890     104491.7900         Year                  Y   Certified
## 7891      34704.1700         Year                  Y      Denied
## 7892      65327.2500         Year                  Y   Certified
## 7893     159383.6800         Year                  Y   Certified
## 7894      61852.7800         Year                  N      Denied
## 7895      85565.8800         Year                  Y   Certified
## 7896     193514.8200         Year                  N   Certified
## 7897      85525.5200         Year                  Y   Certified
## 7898      92186.9400         Year                  Y   Certified
## 7899      84119.7500         Year                  Y   Certified
## 7900        334.4600         Year                  Y      Denied
## 7901      26380.6100         Year                  Y   Certified
## 7902     118723.8900         Year                  N   Certified
## 7903      98428.8800         Year                  Y      Denied
## 7904     148367.9600         Year                  Y      Denied
## 7905     124015.9400         Year                  N   Certified
## 7906      29872.7000         Year                  Y   Certified
## 7907      24258.7300         Year                  Y      Denied
## 7908     240846.6800         Year                  N      Denied
## 7909        139.1100         Hour                  Y      Denied
## 7910        228.3418         Hour                  Y   Certified
## 7911     132232.8800         Year                  Y      Denied
## 7912     143243.2500         Year                  N   Certified
## 7913     148197.3000         Year                  Y   Certified
## 7914      72697.1600         Year                  Y      Denied
## 7915      38140.4800         Year                  Y      Denied
## 7916      28049.3000         Year                  Y   Certified
## 7917     182813.7400         Year                  Y      Denied
## 7918      11845.3200         Year                  Y   Certified
## 7919      47177.1600         Year                  Y      Denied
## 7920      89862.1400         Year                  Y   Certified
## 7921      76516.0100         Year                  Y      Denied
## 7922      76096.0600         Year                  Y   Certified
## 7923      64695.7100         Year                  Y   Certified
## 7924      60690.2300         Year                  Y      Denied
## 7925      65124.6900         Year                  Y   Certified
## 7926         45.9551         Hour                  Y   Certified
## 7927      59987.7300         Year                  Y   Certified
## 7928      75673.2700         Year                  Y   Certified
## 7929        581.8550         Hour                  Y   Certified
## 7930     171335.0500         Year                  Y      Denied
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## 7932      73815.0500         Year                  Y   Certified
## 7933      84008.0000         Year                  Y   Certified
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## 7935      62210.5800         Year                  Y      Denied
## 7936      58082.2900         Year                  Y      Denied
## 7937      27135.8600         Year                  N   Certified
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## 7939      49643.2500         Year                  Y      Denied
## 7940      59789.0500         Year                  Y   Certified
## 7941      38808.6400         Year                  Y   Certified
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## 7943      81613.8100         Year                  Y      Denied
## 7944        128.6745         Hour                  Y      Denied
## 7945     147889.2300         Year                  Y   Certified
## 7946       7612.6200         Year                  Y   Certified
## 7947      56686.8800         Year                  Y   Certified
## 7948      84693.3100         Year                  Y   Certified
## 7949     150910.6600         Year                  N   Certified
## 7950      80960.9500         Year                  Y   Certified
## 7951     148945.1700         Year                  Y   Certified
## 7952     135734.6500         Year                  Y   Certified
## 7953      43701.8900         Year                  Y      Denied
## 7954     109430.4300         Year                  Y   Certified
## 7955       1114.4800         Year                  Y   Certified
## 7956     172331.5600         Year                  Y   Certified
## 7957      89153.9100         Year                  Y   Certified
## 7958     107626.7000         Year                  N   Certified
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## 7960      37967.6300         Year                  Y      Denied
## 7961     141661.4300         Year                  Y   Certified
## 7962      55005.6500         Year                  N   Certified
## 7963       6193.7500         Year                  Y   Certified
## 7964      79726.7600         Year                  Y   Certified
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## 7967      28543.3200         Year                  Y   Certified
## 7968      74645.9200         Year                  Y   Certified
## 7969     116154.5500         Year                  Y      Denied
## 7970     153470.4800         Year                  Y   Certified
## 7971      80037.6300         Year                  Y      Denied
## 7972      26949.3100         Year                  Y      Denied
## 7973      61920.2300         Year                  Y      Denied
## 7974     123333.4200         Year                  Y      Denied
## 7975     114194.8800         Year                  Y   Certified
## 7976      95916.5900         Year                  Y   Certified
## 7977      28541.0500         Year                  Y      Denied
## 7978      23911.1800         Year                  Y   Certified
## 7979        234.4957         Hour                  Y   Certified
## 7980     141582.8700         Year                  N   Certified
## 7981     134814.1300         Year                  Y   Certified
## 7982     114438.6800         Year                  Y   Certified
## 7983     145739.7900         Year                  N   Certified
## 7984     121466.6500         Year                  Y   Certified
## 7985      44812.4900         Year                  Y      Denied
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## 7987     108959.6600         Year                  Y   Certified
## 7988      74883.8000         Year                  Y   Certified
## 7989     154328.3500         Year                  Y      Denied
## 7990      75674.9600         Year                  Y   Certified
## 7991      56545.4800         Year                  Y   Certified
## 7992      71539.6300         Year                  Y      Denied
## 7993      39925.0000         Year                  Y   Certified
## 7994     101939.0100         Year                  Y   Certified
## 7995      64693.7300         Year                  N   Certified
## 7996      66792.4300         Year                  Y   Certified
## 7997        690.3663         Hour                  Y      Denied
## 7998     149476.7200         Year                  Y      Denied
## 7999      35645.8500         Year                  Y      Denied
## 8000      13860.8800         Year                  Y   Certified
## 8001        239.3237         Hour                  Y      Denied
## 8002     102602.6400         Year                  N   Certified
## 8003     184175.3900         Year                  Y   Certified
## 8004      57037.3300         Year                  Y   Certified
## 8005      27207.6700         Year                  Y      Denied
## 8006      19886.7700         Year                  Y   Certified
## 8007      31970.5300         Year                  Y   Certified
## 8008         36.0253         Hour                  Y      Denied
## 8009        317.7180         Hour                  Y      Denied
## 8010      44127.8600         Year                  Y      Denied
## 8011     119005.4500         Year                  Y   Certified
## 8012      36700.0000         Year                  Y   Certified
## 8013        128.2700         Hour                  Y      Denied
## 8014     157243.5500         Year                  Y   Certified
## 8015      69809.7000         Year                  Y   Certified
## 8016     117063.4200         Year                  Y   Certified
## 8017      79855.3800         Year                  Y   Certified
## 8018        546.2118         Hour                  Y      Denied
## 8019     103393.9300         Year                  N   Certified
## 8020      87896.1800         Year                  Y   Certified
## 8021     104574.8100         Year                  Y   Certified
## 8022      47060.9800         Year                  Y   Certified
## 8023      34802.0300         Year                  Y      Denied
## 8024     117706.3800         Year                  Y      Denied
## 8025      92686.3000         Year                  N   Certified
## 8026      30240.8200         Year                  Y   Certified
## 8027      38231.0200         Year                  Y   Certified
## 8028        277.9945         Hour                  Y   Certified
## 8029        702.3692         Hour                  Y   Certified
## 8030      69044.4000         Year                  Y   Certified
## 8031      71136.1200         Year                  Y   Certified
## 8032       9659.0100         Year                  Y   Certified
## 8033     102640.5000         Year                  Y   Certified
## 8034      73139.1600         Week                  Y      Denied
## 8035       7489.3400         Year                  Y   Certified
## 8036     204453.2700         Year                  Y   Certified
## 8037      82582.9300         Year                  Y   Certified
## 8038      42335.1100        Month                  Y   Certified
## 8039      53717.7400         Year                  N   Certified
## 8040      74387.2900         Year                  N   Certified
## 8041        336.9514         Hour                  Y   Certified
## 8042     105459.3700         Year                  Y   Certified
## 8043        155.0951         Hour                  Y      Denied
## 8044     161675.7900         Year                  Y   Certified
## 8045        594.6598         Hour                  Y      Denied
## 8046     125175.1600         Year                  Y   Certified
## 8047       4509.7500         Year                  Y   Certified
## 8048     118359.0600         Year                  N   Certified
## 8049      90170.3200         Year                  Y   Certified
## 8050        163.0700         Hour                  Y      Denied
## 8051      68036.1100         Year                  N      Denied
## 8052     145231.2900         Year                  Y   Certified
## 8053      46124.8000         Year                  Y   Certified
## 8054      22023.5600         Year                  Y   Certified
## 8055      36539.3600         Year                  N      Denied
## 8056     109759.6400         Year                  Y   Certified
## 8057      67865.7900         Year                  Y   Certified
## 8058     119184.9800         Year                  N   Certified
## 8059     240467.4700         Year                  N      Denied
## 8060     110840.7800         Year                  Y      Denied
## 8061     176480.8800         Year                  Y   Certified
## 8062     120932.2900         Year                  Y   Certified
## 8063      72210.9400         Year                  Y      Denied
## 8064     155087.7300         Year                  Y      Denied
## 8065      96116.2300         Year                  Y      Denied
## 8066      63123.7800         Year                  Y      Denied
## 8067      13686.4400         Year                  Y   Certified
## 8068     111827.1100         Year                  Y   Certified
## 8069     136104.4300         Year                  Y   Certified
## 8070      44452.1100         Year                  Y   Certified
## 8071     149355.7800         Year                  Y   Certified
## 8072      54113.1500         Year                  Y   Certified
## 8073     147080.4400         Year                  Y   Certified
## 8074     100280.8000         Year                  Y      Denied
## 8075      15895.7900         Year                  Y   Certified
## 8076      46377.1000         Year                  Y   Certified
## 8077     154170.9900         Year                  Y   Certified
## 8078     116228.3300         Year                  Y   Certified
## 8079      72445.3900         Year                  Y   Certified
## 8080      22143.2100         Year                  Y   Certified
## 8081      28970.6800         Year                  Y   Certified
## 8082      80968.5500         Year                  Y   Certified
## 8083      20923.1400         Year                  Y   Certified
## 8084      53247.0200         Year                  Y      Denied
## 8085      50656.1800         Year                  Y      Denied
## 8086      65680.5200         Year                  Y   Certified
## 8087      75017.9100         Year                  Y      Denied
## 8088     129904.8300         Year                  Y      Denied
## 8089     132778.0200         Year                  Y   Certified
## 8090        719.9582         Hour                  Y      Denied
## 8091      32542.2500         Week                  Y   Certified
## 8092     215498.0500         Year                  N   Certified
## 8093      43458.5900         Year                  Y   Certified
## 8094      43227.1300         Year                  Y   Certified
## 8095      84501.0400         Year                  Y   Certified
## 8096      78564.3400         Year                  Y      Denied
## 8097     107658.9300         Year                  Y   Certified
## 8098        624.0905         Hour                  Y      Denied
## 8099     126549.5200         Year                  N   Certified
## 8100      75895.9800         Year                  Y   Certified
## 8101     122771.5200         Year                  Y   Certified
## 8102     136969.3000         Year                  Y   Certified
## 8103      75897.8800         Year                  Y   Certified
## 8104      27952.3000         Year                  Y      Denied
## 8105     113151.5100         Year                  Y   Certified
## 8106      87873.3200         Year                  Y   Certified
## 8107      68995.3200         Year                  Y   Certified
## 8108        212.2408         Hour                  Y   Certified
## 8109     248608.0100         Year                  Y   Certified
## 8110     129261.9500         Year                  Y   Certified
## 8111      32577.1100         Year                  Y      Denied
## 8112     148413.5400         Year                  Y   Certified
## 8113     110521.8200         Year                  Y   Certified
## 8114     112146.8500         Year                  Y      Denied
## 8115     106906.5300         Year                  N   Certified
## 8116      60901.6400         Year                  N      Denied
## 8117      58560.8300         Year                  Y   Certified
## 8118      64230.0300         Year                  Y   Certified
## 8119        184.7400         Hour                  Y      Denied
## 8120     151988.8700         Year                  Y   Certified
## 8121      71987.4400         Year                  Y   Certified
## 8122      84233.2800         Year                  N   Certified
## 8123      48688.4500         Year                  Y   Certified
## 8124      53862.3200         Year                  Y      Denied
## 8125      88265.9200         Year                  Y      Denied
## 8126     131842.9100         Year                  Y   Certified
## 8127      11842.3000         Year                  Y   Certified
## 8128      74062.8300         Year                  Y   Certified
## 8129      76545.3600         Year                  Y   Certified
## 8130      59401.1800         Year                  Y      Denied
## 8131      13960.1600         Year                  Y   Certified
## 8132      96886.7100         Week                  Y   Certified
## 8133        141.7329         Hour                  Y      Denied
## 8134     127425.4300         Year                  N   Certified
## 8135      76366.6300         Year                  Y      Denied
## 8136      30892.1600         Year                  Y   Certified
## 8137      24701.9600         Year                  Y   Certified
## 8138        232.8080         Hour                  Y      Denied
## 8139       1369.1400         Year                  Y      Denied
## 8140      47246.9000         Year                  Y   Certified
## 8141      65187.3000         Year                  Y   Certified
## 8142      21226.8000         Year                  Y   Certified
## 8143     119911.6400         Year                  Y   Certified
## 8144     138276.3700         Year                  Y   Certified
## 8145     261729.6200         Year                  Y   Certified
## 8146       6334.8400         Year                  Y      Denied
## 8147      80955.8000         Year                  Y   Certified
## 8148      20122.3100         Year                  Y      Denied
## 8149     129235.7600         Year                  Y   Certified
## 8150      50514.3300         Year                  Y      Denied
## 8151     118051.3800         Year                  Y      Denied
## 8152     134507.5000         Year                  N   Certified
## 8153      52803.0000         Year                  Y      Denied
## 8154      52960.5600         Year                  N   Certified
## 8155      59670.3200         Year                  Y   Certified
## 8156      93007.7400         Year                  Y   Certified
## 8157      71392.6700         Year                  Y      Denied
## 8158        239.6427         Hour                  Y      Denied
## 8159     166144.9000         Year                  N      Denied
## 8160        381.7361         Hour                  Y      Denied
## 8161       8431.7700         Year                  Y   Certified
## 8162      27912.0200         Year                  Y   Certified
## 8163      25850.6600         Year                  Y   Certified
## 8164     155918.2400         Year                  N   Certified
## 8165        226.0000         Hour                  Y   Certified
## 8166      40090.0600         Year                  Y   Certified
## 8167     108336.7200         Year                  Y   Certified
## 8168      94904.7500         Year                  Y   Certified
## 8169      83329.4600         Year                  N   Certified
## 8170     104308.0700         Year                  N      Denied
## 8171     194535.6600         Year                  Y   Certified
## 8172      52541.6600         Year                  Y   Certified
## 8173      37418.8300         Year                  Y   Certified
## 8174      44503.6200         Week                  Y      Denied
## 8175      60624.7800         Year                  Y      Denied
## 8176      98998.5600         Year                  N   Certified
## 8177      32627.4900         Year                  Y   Certified
## 8178       7402.2100         Year                  Y   Certified
## 8179      33416.2500         Year                  N   Certified
## 8180      62872.8300         Year                  Y   Certified
## 8181        114.0440         Hour                  Y      Denied
## 8182      67676.5900         Year                  N   Certified
## 8183     142272.0800         Year                  Y   Certified
## 8184      41959.2900         Year                  Y   Certified
## 8185      98052.5900         Year                  Y      Denied
## 8186     104019.5400         Year                  Y   Certified
## 8187      49588.4000         Year                  Y      Denied
## 8188      97232.1600         Year                  Y   Certified
## 8189      38792.6500         Week                  Y   Certified
## 8190      62961.8000         Year                  Y   Certified
## 8191     227035.4900         Year                  Y   Certified
## 8192      99505.1700         Year                  Y   Certified
## 8193     107842.6300         Year                  Y   Certified
## 8194      87462.9900         Year                  Y   Certified
## 8195     100683.4300         Year                  Y   Certified
## 8196      57108.7200         Year                  Y   Certified
## 8197     101800.9500         Year                  Y   Certified
## 8198     133337.2800         Year                  N   Certified
## 8199      66173.6300         Year                  Y   Certified
## 8200      53334.2400         Year                  Y   Certified
## 8201      80413.7800         Year                  Y      Denied
## 8202      54871.5600         Year                  Y      Denied
## 8203      47568.6800         Year                  Y   Certified
## 8204     129897.0600         Year                  Y      Denied
## 8205       9836.7400         Year                  Y      Denied
## 8206     118060.5100         Year                  Y   Certified
## 8207     120070.0000         Year                  N   Certified
## 8208      40483.6800         Year                  Y   Certified
## 8209        536.0869         Hour                  Y      Denied
## 8210     121710.7500         Year                  Y      Denied
## 8211      51600.3600         Year                  Y   Certified
## 8212       9639.1400         Year                  Y   Certified
## 8213     104840.0700         Year                  Y      Denied
## 8214        867.5177         Hour                  Y   Certified
## 8215      56733.5900         Year                  Y      Denied
## 8216      89384.7600         Year                  Y      Denied
## 8217      48810.0400         Year                  Y   Certified
## 8218      70664.4700         Year                  Y   Certified
## 8219      99065.5000         Year                  Y   Certified
## 8220      28787.7200         Year                  Y   Certified
## 8221        890.1300         Year                  Y   Certified
## 8222     110822.3300         Year                  Y   Certified
## 8223      32309.2800         Year                  Y      Denied
## 8224        984.2796         Hour                  Y   Certified
## 8225        886.7405         Hour                  Y   Certified
## 8226     112715.6200         Year                  Y      Denied
## 8227      58594.9900         Year                  Y   Certified
## 8228      71578.3700         Year                  Y   Certified
## 8229      91536.2900         Year                  Y   Certified
## 8230      28105.1600         Year                  Y   Certified
## 8231        431.9545         Hour                  Y   Certified
## 8232     166164.2100         Year                  Y   Certified
## 8233      42594.4200         Year                  Y   Certified
## 8234         77.2403         Hour                  Y      Denied
## 8235        403.3340         Hour                  Y   Certified
## 8236        221.1209         Hour                  Y   Certified
## 8237      63100.2200         Year                  Y   Certified
## 8238      82065.7400         Year                  Y   Certified
## 8239      48075.7900         Year                  Y   Certified
## 8240      10421.7600         Year                  N   Certified
## 8241     107523.3600         Year                  Y   Certified
## 8242      76325.2900         Year                  Y   Certified
## 8243     163609.1300         Year                  Y   Certified
## 8244     166436.9700         Year                  Y      Denied
## 8245         79.1718         Hour                  Y      Denied
## 8246      19712.0200         Year                  Y   Certified
## 8247      44881.6400         Year                  Y   Certified
## 8248      38593.4600         Year                  Y   Certified
## 8249      68956.1000         Year                  Y   Certified
## 8250      69875.0500         Year                  Y   Certified
## 8251      13372.9300         Year                  Y   Certified
## 8252     133018.5100         Year                  Y      Denied
## 8253      29385.1100         Year                  Y   Certified
## 8254        322.8046         Hour                  Y      Denied
## 8255     138691.5300         Year                  N   Certified
## 8256     278629.2000         Year                  N   Certified
## 8257      88504.1600         Year                  Y   Certified
## 8258     124810.5300         Year                  N   Certified
## 8259        889.8213         Hour                  Y      Denied
## 8260     143840.0000         Year                  Y   Certified
## 8261      63374.0200         Year                  Y   Certified
## 8262     110976.7100         Year                  Y      Denied
## 8263     124586.6200         Year                  Y   Certified
## 8264        335.5486         Hour                  Y   Certified
## 8265     115404.1200         Year                  Y   Certified
## 8266        280.4605         Hour                  Y   Certified
## 8267     165963.2600         Year                  N   Certified
## 8268      55509.2400         Year                  Y   Certified
## 8269     112525.8700         Year                  Y   Certified
## 8270     236523.1200         Year                  Y   Certified
## 8271        338.2191         Hour                  Y      Denied
## 8272     125625.8700         Week                  Y      Denied
## 8273      33474.7200         Year                  Y      Denied
## 8274     126673.4100         Year                  Y      Denied
## 8275        304.0882         Hour                  Y      Denied
## 8276     120670.3800         Year                  Y   Certified
## 8277     113174.6600         Year                  Y      Denied
## 8278      64101.5100         Year                  Y   Certified
## 8279        865.0057         Hour                  Y   Certified
## 8280     153315.1600         Year                  Y      Denied
## 8281      32459.9800         Year                  Y   Certified
## 8282      83132.5300         Year                  Y   Certified
## 8283      39091.7000         Year                  Y   Certified
## 8284      88722.2800         Year                  Y   Certified
## 8285      51214.5500         Year                  Y   Certified
## 8286      56406.7000         Year                  N   Certified
## 8287      56164.5300         Year                  Y   Certified
## 8288      95111.1600         Year                  Y      Denied
## 8289      19948.0400         Year                  Y      Denied
## 8290      12599.5700         Year                  Y      Denied
## 8291      74259.6600         Year                  Y   Certified
## 8292     101002.4600         Year                  N   Certified
## 8293      39203.9900         Year                  Y      Denied
## 8294      70715.5900         Year                  Y   Certified
## 8295      53667.4600         Year                  Y   Certified
## 8296     171075.4900         Year                  N   Certified
## 8297        558.5524         Hour                  Y   Certified
## 8298      87753.7400         Year                  Y   Certified
## 8299      47797.7000         Year                  N   Certified
## 8300      23289.4600         Year                  Y   Certified
## 8301      69495.5500         Year                  Y   Certified
## 8302      51254.5200         Year                  Y   Certified
## 8303      70394.6900         Year                  Y      Denied
## 8304        855.9094         Hour                  Y   Certified
## 8305      65778.9600         Year                  Y   Certified
## 8306      14570.1700         Year                  Y   Certified
## 8307        583.7382         Hour                  Y      Denied
## 8308      80413.7600         Year                  Y   Certified
## 8309      53351.6200         Year                  Y   Certified
## 8310      42113.6800         Year                  Y   Certified
## 8311      88994.5800         Year                  Y   Certified
## 8312       5490.3100         Year                  Y   Certified
## 8313        168.6200         Hour                  Y   Certified
## 8314      28994.3300         Year                  Y      Denied
## 8315      36227.2100         Year                  Y   Certified
## 8316     121745.9900         Year                  Y   Certified
## 8317        330.9405         Hour                  N      Denied
## 8318     100308.3800         Year                  Y      Denied
## 8319      57708.2000         Year                  Y      Denied
## 8320       6049.4900         Year                  Y   Certified
## 8321     128239.7900         Year                  Y   Certified
## 8322     133137.6600         Year                  Y   Certified
## 8323      22614.8200         Year                  Y      Denied
## 8324        656.0788         Hour                  Y      Denied
## 8325      68917.5300         Year                  Y   Certified
## 8326      26497.0300         Year                  Y   Certified
## 8327     222416.4900         Year                  Y   Certified
## 8328     136024.6300         Year                  N   Certified
## 8329     240193.1100         Year                  Y   Certified
## 8330     165216.9300         Year                  Y   Certified
## 8331     115935.0500         Year                  N   Certified
## 8332      64263.7500         Year                  Y   Certified
## 8333     119004.8600         Year                  Y   Certified
##  [ reached 'max' / getOption("max.print") -- omitted 17147 rows ]

EDA

#par(mfrow=c(3,4))
hist (visa$no_of_employees,xlab = "no_of_employees", main = "no_of_employees",col='light blue')

hist (visa$yr_of_estab,xlab = "yr_of_estab", main = "yr_of_estab",col='light blue')

hist (visa$prevailing_wage,xlab = "prevailing_wage", main = "prevailing_wage",col='light blue')

mean(visa$prevailing_wage)
## [1] 74455.81

The median prevailing wage of the employees is around 74k.

mean (visa$no_of_employees)
## [1] 5667.043
unique(visa$no_of_employees)
##    [1]  14513   2412  44444     98   1082   2339   4985   3035   4810   2251
##   [11]   2465   4069 123876   1652  15756   4897  76638   2747   4743    843
##   [21]    880   1706   2878   1517    241   1100    756   2889     18    758
##   [31]   1408    995   2415   2395   1809   5512   2520     44   2206   3729
##   [41]   3723   1209  19770   2582   5407   2092   2623    226   2405   2171
##   [51]    746   3129   1647   2438  11733   2368    779   2825   3510   2624
##   [61]   5340   2311   5110   1316    100   2021     80   2070   2654    292
##   [71]   1320   1722   3339    452   3705     85   2423   1274   1549   1062
##   [81]  32619   4036     39   2359   1023   2480   1255   4455   2543   1359
##   [91]   2324   4103   3667    488   2724   1392   2573   3524   1847 107535
##  [101]   2227    334    224    367    306   2317    890   2002   2903   2504
##  [111]    951   1327   2421   1019   1048   3323    509   2225   1641   1144
##  [121]   2334   1415   2754   1099    960   2750   2753  23287   2140   4499
##  [131]   2554   1333    928   4289 113282   1948   1933   2847   1195     54
##  [141]   4390  73909    545   2831   1634   1810   3290    472   4273   2326
##  [151]  50351   2261    255    373     22   3102   5147    284   1926   2510
##  [161]   1200    337   2880    816   2640   4190    459   3351   3639    201
##  [171]   5461   3050  28592   3207   5820   3229   2708   2779    977  44069
##  [181]   1566   4439   1929    654    557    421    600   1551   2540    961
##  [191]   3726   4045 128431   2180    872   2689   2752   1375   7320   3282
##  [201]   1313   3128   4757   2122   2524    766   1190   2741   3233   2696
##  [211]   3980    111   5396   2778    789   1515  26891   1867   3395    879
##  [221]   2518   2468    787   1004    717     20    503    584   2770   1935
##  [231]   2098   3223   2771   2147 155999   3592   5504   2216   2871   2509
##  [241]   1720   1760    -25   1025    109   2901   4449   4280   2223   1667
##  [251]   5260    365   1243   1721    517   3266    955   1310   2854    230
##  [261]   2374   4241  69469   5425   2733   3664   1546   2486   1233   1681
##  [271]   1608   4349   1764   4440    769   2443   3725   2061    216   3489
##  [281]    433   1932    572    623   2288   3370    875   2586    661   2337
##  [291]   1672   1017   1624   3891   2009   3268   1312    229   2597   2114
##  [301]  48369   2609   4265    533   4574    954   3831   1778  29453    652
##  [311]   2170   3550   1761    805   1615   4153    743   3827   2345   6188
##  [321]    629   5576   5075   2234   2698   1485   2425   2969   1738   4614
##  [331]   1222    186   4550   1083    822  25805   1741   3438   1501   2284
##  [341]   2384   1031   3213   1894   2280   1610   1766   2269    114    819
##  [351]  28418   1983   2927   2553  82716   1837    308   2561  70113   5483
##  [361]  81379   1506    190   2701   3062     71   3166  35961  94411   2594
##  [371]   2240    -11   2090    149    855    566   3970    720   2948   3962
##  [381]   4857   2579   1864    202     51   3628   1872    869    693   1525
##  [391]   1584    448    714   1000    525    997   2290    153   3659   4713
##  [401]    979   1010   2105  23483   4651   1178    690   2549   1363   2517
##  [411]   3094   2378   3817   4247   2109   2675   1121   3696   3055   3466
##  [421]   1496   2481   1451   1499    374   3537   4562    614    137    956
##  [431]   3018   2884    894    636    781   1543   3057   4670   3277   2148
##  [441]   3542 112102    412     60    922   2999   4258   3267   3039    546
##  [451]   3433   1540    772   1571    731   1419   1006   1458    467  81849
##  [461]   1337   2933   3285  81762   4132   2691   3176   3209    519   4762
##  [471]   1267   3697   1126   1106   2089  16587     46  36353   3514   1110
##  [481]    553   1245    981   3244   2557   1369   2822   3115    211   1446
##  [491]    936   4420   2670   2020    605    288 358352   2839   2659   4118
##  [501]   3272  59095   1378    486    180   1648   2286    124   3238  30363
##  [511]   2303   1876   3348   2650   1187   4506   2437   3736   1826   4824
##  [521]    364   1980   8374   3198   1235   4727   2956   2360   1746    633
##  [531]   2774   1538   4990   3130   1056    496   3937   3792   2165   2641
##  [541]   1236   2247   3085   4185   1268    673   1002   1726   4040   2721
##  [551]    645   1743   1097   4393   4668   2188   1105    940   1850   2213
##  [561]     24    304   1372   2566  86050    621   1643    908   2042   2266
##  [571]  26957   2467   3712   1469   1003   3144   1989   1176    110   2845
##  [581]   2150    643   2715    944   3298   4915   5474   2652   3960    604
##  [591]   3256   3899   4746   2658   2626   1888   2128   8780  88484   1261
##  [601]   2158    834   1194    878    213   1712   3281  53191   3189    162
##  [611]   3993   2953  30650   3363   2377   2016    964   3647   2477  91879
##  [621]   2432    298   2563   1737   1370     56   2440  93759   1433   2950
##  [631]   5660    992   1574   3361 111654   1318   3188   3041    987   3206
##  [641]    413  26126   3638  33345    499   1970   1325    582   2850    677
##  [651]    107   3875   1736   2751   5980   2963   2043    463   4709   1698
##  [661]   1130   1817   1531   1223    970   3227 298041   1955   2064   2050
##  [671]    416   1975   5198   1280   4794  53698   1968   3815   2812  23885
##  [681]   2886   3425    704    660   4792   1259   2091  28279    457    206
##  [691]   1838   3358   3484   1466    603   3393   1154   4181    620   3951
##  [701]   1827     84   1781   4633   1183   2913   1911   2323    536   1583
##  [711]   1426    598    895   1393   1787   1251   1573   1654   3615   1996
##  [721]    555  93018   2614   3107   2483   1113   3656   2569   4879   2367
##  [731]   1145   1522   4403  21915   2546    974   1229   2808   4005    531
##  [741]   1536   1561   1957    520 372064  69947    932   2187  10003   2726
##  [751]   4220   1602   3477   2945   5664   3028   3236  16356    644   4376
##  [761]   5953   2514    532   5178  19306   1224   2861   2485   2333    -17
##  [771]   1250   2316   1077   2309   2007   1885   4537   2364   8315    814
##  [781]   2228  90533   1386   2610   1063   1640   4077   1432   2328   1086
##  [791]   1480    563   1881   4655   2685   4836   2922   3932   3345   4729
##  [801]   3184   1943    203    616   1153    159   6289    815   1858    958
##  [811]    231     74   4032   1849   4276   2448  85646   1772   2931   1385
##  [821]   1118   1177   4063   1400   4310   5577    802   2616   1207   2369
##  [831]   4215    947    862   2788   4698   5878   1961   7668   1680   1217
##  [841]   3110   1771    481  34069   1871   3641   4209 143036   3385    409
##  [851]   3539   5087   2479   2083    105   4257   1413   3707   1869    755
##  [861]   1874   4498   2464   2449   1074  18664   2596   2621   1697   4322
##  [871]    708    866   2100   1913  17541    581    573  12692   5801    363
##  [881]   3944   1606    898   2619   4035   5707   2803    142   5963   3336
##  [891]   4589   2681   5601   3716 394921   2444   2824   1836     63   2097
##  [901]    444   3329   6070    860  13728   2749   2595   1228    273    302
##  [911]   2294   4266  21013    115   1307   1454  12487   2427    957    518
##  [921]   1708   4223   2138   4496   2456    639   2795   3529    681   2631
##  [931]   3031    707   4545   2979   1470    176   3523    770   4528   1498
##  [941]   1900    247    920   2340   1945   3164   3026    538   2970  20724
##  [951]    962    183   2536  48289    214   4448   1156   5215  18697   1401
##  [961]   5838   2221   1430   1777    709   3448   1903   5066   4102   3260
##  [971] 114273   4505   4524   1486   1374   3274   2274    175   1807   3584
##  [981]   1024   2633   2237  12650   6024   4001   4087   2816     92   5319
##  [991]   3074   3434   2084   5289   4457   2875    786    485   2665   1938
## [1001]   2959  92872   1380   6043    739    274    123  45449    619   4771
## [1011]    268   1379    235   1488   3472   4263   4085   3151   1978    414
## [1021]   4029   1644   2004    380    446   9043   4965   4046    516   4769
## [1031]   3783  85457   3730   1508    169   2380   1547   5347   3896   2607
## [1041]    333   1016   1998   5190   1287   3515    178   4092   1427   3414
## [1051]   1917   4244   3958   3013   1504   2410   3284   1409    177   3771
## [1061]    342  14560   2278   3575   2944    801  24190   2821   1723   5436
## [1071]    829     27    999    760   2142   1684   3408   3374   1472   2126
## [1081]  34554    968   2151   4057   3908   1479   3751   1014   2620  31859
## [1091]   1814   2865    918   3106   2365   5877   1599   2388    610   1039
## [1101]   2200   2499   1029   2347   2133   1857    314   4671   3181  18049
## [1111]   3196   3984    773   3631    548   3101  18041   1904   1535    711
## [1121]   1447   2895   3405   1492  24304   1914   3880   4644   4418  12180
## [1131]    946   7106   2632   3781    884   2014   3618   1688   5241 127586
## [1141] 283641   2017   2087   4935   1221   5409   2355    873    508   1770
## [1151] 134518   2450   3820  62949  21155    262   4332   1953   6331    854
## [1161]   6397    923   1139   2041   1802   3072  21299   2941   3081   2996
## [1171]   2617   3353   1376   2144   3175 118278     29   2259    104    275
## [1181]   2198   1559   3314     67   2446   4198   3754   2974   4212   5553
## [1191]   2205   1974   4514 594472   4853   1297    330   1060   3806    986
## [1201]    141     73    320   4934    757   4931   2026   4047    868   1117
## [1211]    685    347   4899   2813   2161   1840 127571   1166   4952   3172
## [1221]   1159   3805   4491   4438   2856   4013    491   1922   3936  14728
## [1231]   7135   1301    836   2366   9488    818  43838   5495   1870 288512
## [1241]   2704   3920   2279    942   1022    325   2431    502   3640   4434
## [1251]    562   3588    266   4090    166 144584    293   1342   1724   3120
## [1261]    254  13112   6245   3159    950   3849    697    138    456    568
## [1271]    907    689    451    622    139   5807   5064   3155   3388   3263
## [1281]   3953   3883   4391   5982   6019   1812   1089   1732   2081    706
## [1291]    527    609   3843   2608    419   1293     35   1758   2837   1137
## [1301]    812    911   2099   2869    283    541    366   3724  90791   2457
## [1311]   1227   2745   2074   1424    881    119   4630   1497   1768   3914
## [1321]     42    765   2836    297    867    741   2678    996   2076   1625
## [1331]   5117   2341   2357   1041   5661   1753   3654   2940   2516   3002
## [1341]   3635   2508    466   4109    658   3882   1921   2034   3449   5254
## [1351]   3702    888   1941   3478    938   3208   5743   4367   1350   2532
## [1361]  34673   5303   4495   2389   4163   3255   4456   3456   1893   3663
## [1371]   4135   4731   1527  19157   6362    718    479   2146   3532   1132
## [1381]  25618   4722    917   3065    322   5725    501    696   4786    637
## [1391]   1507    853   2414   3620   1995  22888   1438   3249   1073   4377
## [1401]   1696   1805   3860   3302   1839   3416    653   4242  60548   1085
## [1411]   3058    204   2575   5187  20237  36459   1230   1993   2159   7833
## [1421]    524    647   4164   3027   1592    210 156645   3212   1682    514
## [1431]  29948    332   2757   4702   4097   1326    122    540   1129   1368
## [1441]   3392    542   3060   2386   1309   6664   3598   1452   2194   2012
## [1451]   4234   1979     45   1627   3265   4647   1811   8145   1757  19619
## [1461]    764    798    389    736   3083   1518   1751  57909   1175   5120
## [1471]  83371   2001   4123   2248   1834   3150     78   4667   3422   1852
## [1481]    665   1828   1947   3519   2246   3421   1534   2125    939   2863
## [1491]   4789   3389   3861   3258   2258   4730   2342   1767   2141   1690
## [1501]   1036   1783   1927   1216   5222   1148    638   4299   2896   2399
## [1511]   4826   1799   4599    134    128   1058   2054    464   3540   4442
## [1521]    450   1040   1305    732   3240   1846    470   2684  10449  13423
## [1531]   4058   3167   3496   3432   1769   1695   1899    199   2682   2887
## [1541]   1346  32503    259    612   4081   3940   5815 108200    239   5441
## [1551]    558   4246   4478   1248   1600   2938   3463   4400    498     13
## [1561]   1353   1021   3824     37  19524    752   1670    631   4297   2093
## [1571]   1124  54598   1336   4612   1377   1866   1906   4314   4749   2375
## [1581]    219   1594   5572   4325   1420   3216    430   3648   1730   1015
## [1591]    927   1203   2693   3201   4673   3814   2506   1382   4371  67632
## [1601]   4608    833    443   3541   2163   4520   1434   2867   1319    734
## [1611]   3190   2748   4320   2478    376    473    543    655    483  15095
## [1621]   2063   4158   4622   1685    250   2272  29941    133   3840    534
## [1631]  79245  65092   1270  11372    650   2455  18093   1798   2915   4180
## [1641]    372    368   5935   1806    978    323   5684   3862   1383   3211
## [1651]  26052  33130   2031   3624   3731   2293    403   4261   2677    777
## [1661]   3571   3381   3557   2233   4148   3146   1528    784   4541    613
## [1671]   1258   3616   4959    810    953 342120    290    324   2672   2939
## [1681]   4368   4066   1779   1550   1879   3090   2583   3275   1725   2285
## [1691]   3721    242   3245   1127   3111   2056  19672    910    507   3020
## [1701]   3010    397   4797    912   1542    338   1276   2497     93   1334
## [1711]   5084   4569    200   4422   1701   4487   3429   2998   1560   2943
## [1721]   3163  22304    388   4176   3902   1278   1717    129   5473   2667
## [1731]    327   2069   2044   4504   2797   4214   4327   2735   1256    317
## [1741]   3830    921   1323    192   4044   5010   2411    870    222    809
## [1751]    849     33   1214   2555   1564   2154   2353    666    385   5582
## [1761]    724   3037    680   3533    592  22901   2030  23858   4559  69962
## [1771]   8438    965    721   3004  25994   5213   1691     16   1388   1621
## [1781]   3139   2082  20124   3825 136307   3352   2260   5205   4494   4579
## [1791]   3095   2932   7195   4991   2548  28916    649   3992   2781   2203
## [1801]  69276  51114   3355   5709   5545   2723   3246   5072   2935   3545
## [1811]   2055   1842 145007   4385    261   4909   5140   5146   3780    148
## [1821]   4329    967   2447   2263   3386   4907    791   3669   5611   3612
## [1831]    381   2310   1272  15671    271   3044    607     36   2782   1719
## [1841]    264   1360    835   5578    634   2238   3867   2988   4916   1747
## [1851]    417    632   4921   1588   2577    844    405   1414  23890   1264
## [1861]   3059   1252   5456   1976   3763   2067   2985    930   1801   2720
## [1871]   2545   1925   2602   2095   4226   1853   3180   3504   1442   2581
## [1881]    349   2673   1628   5887   1390   2103   1509   4936   4793   2327
## [1891]   1011   2866    120   3097   3866   4287   3334    205   3735    594
## [1901]   3490   2115 180697   3673   2676   7999   1539    352   4868 188650
## [1911]   4460    885   1169   3994   1367   4379   3528   2236   1503   3645
## [1921]   1418   1051   2296    420   3685   4098   2888    914    189   1820
## [1931]     52   3863   1614   1042    130   2899    289   1416    497   3311
## [1941]    945   3034    126 127274  16808    171 253772    439   1822   1411
## [1951]   1687   2052   4912   1823   1986    270   6513    589   2686   5430
## [1961]    839    185    700   1076    723    800  80778   1791   2763   1284
## [1971]   5854   4597   3710   2139   2372   4703   1164   1329   3688  15383
## [1981]   1780   1563   1748   3761   1896   3788   4992   2648  32625  28060
## [1991]    804   6369   4274   1001   3690   1306    774    198   1481   3518
## [2001]   3183   2663   2482   1829   2474  82004    248   1887   1552   5226
## [2011]   4104   5180   2798    547   3764   1193   2185   2537   2085   1141
## [2021]   2454   2036   2952   5502   2049   3662   1215   3465    574   2178
## [2031]   4365   1101   2975   4300   3460    971   1832   5223   1928    716
## [2041]    526   4777   2397    429   2928   1581   1460     87   2857   2604
## [2051]   1505   2528   2325   2674   2793   1897   4041   3205   2527    909
## [2061]   1808   5203  86610    969   1303   2106  23573  21708  15420  20932
## [2071]   2300   1999     19   1971   3174   1854   3591   1161   4339   4950
## [2081]   3387   1441   5106   4551   1373   2332     43   3330   1646   3520
## [2091]   1702   4083   2688   2662   2669   2707   6755   3898    811   6084
## [2101]   2900    865   2112   1555  25430   3924   3786    310  30691  20199
## [2111]    578   1692   5357   4008   2929  10173   3332   3296   1905   1341
## [2121]   1570   4581    916    436   2732   2491   2466   3503    627   4444
## [2131]   5744   3684    492   1856    749    144   3427   1756   3160   8622
## [2141]   6499   1851   1868   1108  12341     77   1484   4884   1093     49
## [2151]   2560  23645    796   2898    422   3733  12104   2329    395   3845
## [2161]   4489   4399   3770   3089    163   1172   1456   3118   3338   2916
## [2171]    455    662   4813    146   1136   1070   3694  16006   4117   5266
## [2181]   2391   2434   4798  75457   3287   1171   5100   1763   1197   1055
## [2191]    482   4065 517884   2977   2315     68    155   1332   2603    487
## [2201]   2730   4488   3012   1512   2967   4239   2897  29555   1463   1901
## [2211]   5418   3455    294    484    197   2174   3317   4106  80343 111922
## [2221] 107586   4645   1704  52913   1700   3032   8699   8948   1848   1960
## [2231]   3202   3009  20682   5538   5449   3173   1873   4723   1165   3991
## [2241]   5754   2211   4463    983   1018   1034   1972   2525   3399   5696
## [2251]   3997    378   1626    184   3304 126451   1453   7592 112639 125501
## [2261]   2559   2601    131  21530    -26   2445   2769   5238   2005   2060
## [2271]   1951   3360   4516   5256   5563     61   2219   5384   1587   4227
## [2281] 102725   3411  25536   3931   1149   1291     75   1493   1038   6682
## [2291]    181    478   1065   1939   3073   2182   3413   2024   2835    906
## [2301]   4430   3052    351   5081   2690   1734   2618   1219    691   3248
## [2311]   3765   2217   4138   2207   1666   3138  51569    727   1208   2587
## [2321]   1151    511   3461   2611   5174  30339   3839   7407    147     48
## [2331]   3578  77234    929   3143   1475   3394   1348   1324   5463   2851
## [2341]     79    692   3923    361   2984  13502   2396   2511   3053    886
## [2351]   2958    803   1635   1112   5395   3833    504   4413   4381   3459
## [2361]   3605   6281   4119   1529   1924   1057   1965   2634   2727  77715
## [2371]   3850   4328   3214    318   1185    861   1468   1533   2591  23874
## [2381]    793  12203   2086   2739   2930    915    223   1395   3530   6790
## [2391]     57    713  61396   4639   3158   2496   3441   1220    434    595
## [2401]   3912   4576   1898   3014   4134   4704   5025   6908   2905 349050
## [2411]   2351   4396    963    657   2382  18990   2281   4412   1582    850
## [2421]   4465   2490   3375    554   4004    168   1072 100070    453   1923
## [2431]    535   3968   4235    710    438   5232   3431   3403  10284   2462
## [2441]   3450   3103   3364   2426   1202    106   1572   3300    591  80498
## [2451]   3868   5711   3925   4133   1709    399   1391   3043   2033    648
## [2461]  10768   2066   4649    840   3239  18043   2039   1890   3869   3124
## [2471]    116   3826    877   4867  51222   6292   2215  68241    985   2862
## [2481]   3179  21531   2567   4568  18142   3178   2008   3597    495     91
## [2491]   1449   2683    625   4229    824   1992   6081  13708   2519   5040
## [2501]   2028    586   2904   3774   3305   1638   3581    475   4881   3856
## [2511]    569   4949   2025     62   3308   3551   2336   1354  30923    682
## [2521]   3554   2828   3534   1689   2786   4031   1813   1347   3069   4312
## [2531]  16749    771   5023   1157    103  46537   1877   2190    640    384
## [2541]    143   2131    976   2111    194   3876   1660   3424   3590   2643
## [2551]   5841   1931   5077  28257  10185   4307   1883    387   3509   4386
## [2561]   1122   1242    188  83259   1495    729   3470   1662   5816   4983
## [2571]   1464   6059    477    418    982   3872    902   4313  28181   1562
## [2581]   4585   3022   1824   4027   1257   1663   2267   3254   1686   5678
## [2591]   2352    876    312   5788   3412   3171   2442   3442   2522   2992
## [2601]   3613   1269   4624   4806   4364  43845   3021   3795   4142    121
## [2611]    913   3963   3142   4025  10222    286    588   4222   5045  26716
## [2621]   3127   2059  75361   3642   5145   3423    410   2476  11503  13791
## [2631]   3579   4342   2235   1491   1659  19600   2502   4650   2383   3892
## [2641]   5541   1371    759   2181   2492  42483   1134   2343   2176   2521
## [2651]   2791   3319   3558   3419    817   4538    522   3649    694   3552
## [2661]   6082   1044   2137    738    454   2829   4079     28   6575    360
## [2671]  74599   4330   4999  23123   4692   5573    510  22365    252   3226
## [2681]  79838   2593     81    425   3973   1422   3086   3828   5388    570
## [2691]   1796    577   3658   3030   1985   1959   3852   4615   1603  18553
## [2701]   3974   1179   1586  20841    150   3521   1715   2113   1476     23
## [2711]   3075   2065    838   5585   4518   2906    345   1963   1260  92520
## [2721]  22548   2533   3547    808   6633   5505   1490   4598    158   3916
## [2731]   3874 428773   2934   1762   5444  54229   2157   4048   3409    552
## [2741]   1520   1795     99   2282   1429   3019    512   5548   1389   3526
## [2751]   3910   5973    393   2413   7902   2167   2858   3061   1351   1878
## [2761]   4178   4007  22953   2117   5543   3678   4275   3570   2920   3969
## [2771]    864    118    559    174  20155   2921   1483   1956   1619   6046
## [2781]   5049   4521   4502     55   1889   1091   2760   4150    615   5262
## [2791]   1671   5018   4946   1713  24413    398  18460  13333   1728   4887
## [2801]  19333  25914   4050  22072   2314   5888   2183    705    561   3617
## [2811]   2991   6308   2776   1457 412207   1789   4074   4445   5245   4020
## [2821]   3016   1087   1428   3447   1459   1591   2742   1597   4350   2731
## [2831]  11743    687   2320   3934   1755    635   3162   2252   1308    386
## [2841]   3950   1180   2164  87957   1282 105683   3366     94  85162   1990
## [2851]   2441   4272  53960   4847   1861   2398    539   3048   4669   2705
## [2861]  84160   1656   2277   1271   1052  22952   3420   3791   5229   2804
## [2871]   2638   3691   6752   6505   1238   1005   1521   4196   3354   4910
## [2881]   3099   1300   2764   1477   1988   1043    549   5167  11150   3436
## [2891]   4752   1954   4944   1792   5183   4099    580   1714   2994  75125
## [2901]   4765   9862   1752  99503   1146   4211   1150   3193   1192    740
## [2911]   1186   3108   2245   1394   1444   1114   1776  40787   2172    246
## [2921]   4306   2257   2408   2547   1513   1174    513    279    767   3897
## [2931]   4653     76    469  55138   4930   3066   1601   4089    358   4519
## [2941]    564   2700   3967   2145 421062    683    285   1669    722   3655
## [2951]    170   3006   1530   5248 404715    441   2459   3819    576    785
## [2961]   5058   1160   3686    990   5398   1103   5440   5255   1163   3295
## [2971]   4874    651   3796   2841   2713   3199   4203   2589  28059    728
## [2981]   1516   5295   4467  12004    196   4875   3140   1088  36018   1950
## [2991]   3497   3821   4116   1991   5216   3928    768   2818   2253   2177
## [3001]    775   3738  10301 151150   2759   3063   1678   5278   1478   3739
## [3011]   3279   3235    234   3273   1880   4236   2882   5078   3407   4338
## [3021]    102   2436   5752   4918   4290   5863   2402   2503     82   1232
## [3031]     86   2297   3468   3331   2072   3342  91148   3760  36339  16275
## [3041]   1096   3382   2588   3453   2885   3671   1679   4926    943   3291
## [3051]   1710   3600   3197    328    674   3582   2806  14061   2740   2926
## [3061]    883   2488   2062  83839    173   3553  17558   4750   5702   2925
## [3071]   1212   5070   3938   2121   3376    165   3935  19437   5253   2361
## [3081]   3452    426   2184   1344   1435    678   2010    354  63430   1358
## [3091]   1668   4298  73686   1330   2642   3194  90672   2636   2387   4105
## [3101]   2363    529   3384   3243   1047   2600   2289    156   2736   5780
## [3111]   1556   4763    218  24536   1181   3955   2254   1339   5353   3887
## [3121]   1061   2313    307   5991   1204  62229   5029   1265   2027    379
## [3131]   1946   5394   5166   4268   2058   1425   4533     88   4067   4542
## [3141]   3025   1294   3123   4716   2035   4056    998   5069   4820   4279
## [3151]    375   1162    975   4397    220   4108  24092   2762   1855   2849
## [3161]   4230   3689   1677     70   2312    411   3471   5184   2123  26125
## [3171]   3350   3622   1417    585   5196    663    447  20787    807   2308
## [3181]   5805 101159   8963   4513   2381   4373   1436   2409    597    402
## [3191]   1548    842   1544   4570   2627   1537   3619   2390   4642   5108
## [3201]   4462    407   3886   1750   8462   3100   1285   2239   2424   4316
## [3211]   3517   4380   5039   3784   4768   3627   3310   3844   5128   2349
## [3221]   4315   3247   1331   1290  67296   3789  22034   1045   2964   4331
## [3231]   5940 112483   1198   5734   1035   3556 128236   4659   2179   4849
## [3241]  17794   2264   4839  30146    551    737   6519   2047   1749    671
## [3251]   5227   2273   2418 397360  87861   1128   5966    899   1237    112
## [3261]    287   2651   1189   3154 192494   4344    117    329   2852 139451
## [3271]   2789    257   6036   2902    993   3047   3999   1830   4121  28315
## [3281]  25567  27749   2173   4458    905   1423   2362   1891   3665  32899
## [3291]   4468   4111   1937   3215   1612   4253    505   5713    346     69
## [3301]  11724   4305  81614    187   3614  12231   2660  14912   2096   3626
## [3311]   2305   4989    140  12597   2403   2714   3676   5784  42144   1474
## [3321] 108074   4182   1143   4767    172 139418   3187   1729   4218   2162
## [3331] 173070   1467  14832   1569  11041  23151    991   3077  37432   3289
## [3341]   2796   1437  27073    191   3772   2879  42733    575    440   3217
## [3351]    618    221   4254   2761   1405   5283   9535    832   5557   3680
## [3361]   3855    232   3674   1578    972   1630   4888   3071   2032   1020
## [3371]    871   4120   1526    371   4296    256   3469   3975   2960   4525
## [3381]    851   5620    882   3983   3512   1632   2429   1448   2209   1577
## [3391]   2166   5685   6509   1982   1910   2346   5998   1865  15082   5202
## [3401]   3692   3169   2722   7991   1785   2495   1152   2951   4389   4774
## [3411] 206389   2765   5344   2576  29369   3383   1090   5715   5419   7739
## [3421]    782   3835   5102   3333   5758   5584    889  16704    847    151
## [3431]    500  23703  55730    565   3778   3328    359   5566   3798    125
## [3441]   2116  26692   2068   1519   1774   2981   3357   1092   3536   5011
## [3451]  24399    291   2220   4871   1443   5192  29938    383  25108    959
## [3461]   2978   4473   4606   4928  50270  61191   7359   3346   3564   2917
## [3471]   2270   1782  23833   1987   1028    596   4672   2649    688    245
## [3481]     95   4292   4021   3816   3283   4161   2957    209   1765   5774
## [3491]  14858   2461    925   3278   4712 100790   4318   4432  11391   4475
## [3501]   2794   4243   2598   2265    258   3347  78853    515    715    794
## [3511]   3813  95849    195   3837    494  22840   2507   1450   3116   3565
## [3521]    135    136   4507   1026   4759     32   3119   5598   5073    567
## [3531]  85264   5054   3017   3857   2108  13047  15159   2202   2354   4405
## [3541]   1283   1915   5114   3964   1231   3365   2716 129601    321   3200
## [3551]   4256   2664   4269    831   4353    377   5710   4512   2460   3832
## [3561]   2373  11843   5144   4493   4947   2500    396   4030    212   2038
## [3571]    280   3415   2192   3426   4233   2712  34346   2864   5088   4556
## [3581]    350  43102   9402   4206   2338   2169   2022  36957   1147   2644
## [3591]  11995   1008  20146   2006   7285    431   4374    343   4345   3599
## [3601]   2428   1674    900   5331  10413   2512  15087   5644    901   4147
## [3611]   6015   1596   6016   3767   4383   2430   2029   3297   3766 120442
## [3621]   5523   7880   1111   2585    160   2711    675    339   4216 127234
## [3631]   1553   4341   5056   5065   5965    267   1440    753   2615  22546
## [3641]   1247   1884   4937   3810   1859   1356   5508   2071 106342   3182
## [3651]   4742   6213   4979   4705   5443   2094    783   4359   3135   1311
## [3661]   2458   2080   5160   4101   4016     15   2703   3191   5291   2439
## [3671]   8804    952   4490   3343   1918  15125   2968   5624     97   2416
## [3681]   3486   3687   3219   8355   1962   3067   3488   1909   4776   3982
## [3691]   5137   2911   4213   3574   2990   2376  14756   1487   4785   4333
## [3701]    742   5592   5956   2814   1067    240   2800   2501    506   1213
## [3711] 116429   1050   4139   2590 115953   2562   1387   1191   3703   1109
## [3721]  17589   1277   5186   4691  22126   4784   4110   1365   2983   2124
## [3731]    726   1908   4790   4679   1241   1718  32250  24801   3740   5334
## [3741]   4554   2356  15818   3903   1275   6422   1793     31   2040   2291
## [3751]   3391   2199    797   3646   1611   2433    593   1078  74815  86063
## [3761]   4509   1226   2107   2539   1545   1595    295  64186   4755   4848
## [3771]   2584   5426   3231  23381   2275   4566  14910   5406  70115   3458
## [3781]    845     50   3082    778   2530    751    299   5482    442   4406
## [3791]   3633   1494 106940   1593   1263   3949    667   1080     34   1604
## [3801]   3906   3708   2973   5723    560   1797   5313  25923   3918  11435
## [3811]   2558   2298   5432   2222   1170   8646   4205   3700   4687   2268
## [3821]  15586   3907   3406   2331   1439   2000   1455   1138   1916   2295
## [3831]   3583  98210   3804 251967    233   3475  11648  97234    776   7261
## [3841]    309   3782   4433 120097   1361   4137   2304   2079   1860   3971
## [3851]   4398  29560  50240   4829   1711    926  16748   1693   1585   1598
## [3861]   3527    424   2729   2709    668   2893   3462   1407    859   2655
## [3871]   1558    461  27195   4517  28871   1281   4778   2088    282   3445
## [3881]  16378  32057    628   4970   2271  37413   4064    670    571   4481
## [3891]  15205   5939   4228   2197   3156   4370    698   1030  15190   1794
## [3901]   3933  23197   4375   3493   2780   3237    848   2965   4264   2407
## [3911]  99863   1471   4107   2322   6466   1095   3379   2717   4761   4547
## [3921]   1104   3995   2972  67550   2143  14789   3491   1636   2149   4872
## [3931]   1589   4492  14010   2175  16733    686    599    919    281   3611
## [3941]   3241   4392   5082    -14   1317   3368  52028   5141   4805   2394
## [3951]   4251   6475   3715   3481   2725   1773  19660   4072   6661   1364
## [3961]   6107   8577   2666   4347   3145  68236   3986    225   4426 355726
## [3971]   1461   5534   1059   3011   5033   4625    792   3008   9054   4758
## [3981]   1580    530   5172    780   2891   5374   3623   2385   3672   4417
## [3991]   3945   3704   1731   1304 256392   3884   4686   2306   1009   1340
## [4001]   1618   4706    837   2738   3157   4696   5400   3911   6122   4818
## [4011]   2692   3929   4994  11088   4558   4334   4634   4996  33187   4827
## [4021]     21   2453   5401   4378  24139    712   5531  28850   3717  86764
## [4031]   5210  17322   2639  21585    701  20608   2541   1664    341  44618
## [4041]  10337    476   1942    828  29248   1037  67276   3087   5879   1142
## [4051]  13686   4271   2046   4629   4876   2936    827   3670   3312   1655
## [4061]   2102   2452   4059    404 129897   3402   2767    754   4402   2599
## [4071]   1135 366691  14083   4719    606 105737    465   2534   4963  28350
## [4081]   6798    427   5050 139221   2229    948   2743   3080   3000   2250
## [4091]   4896   1631   3807  29086   2204   3580  17692   2790   2129  35703
## [4101]   3435   3177   3015   5211   3224   5605   3841   3573   2319   3437
## [4111]  51254   5450   2498   3535     89  42168    315   3651   4207   3253
## [4121]  22417   4428  95250   2255  56385   6440    656   1716   3084     96
## [4131]   3787   2807   1590   2832   3446   3257    272   3325   1116   1133
## [4141]    182   3335  36928   2013   3064   2156  10399  20644   1049  46280
## [4151]   2838   4862    303    857   2348   4061    795   1349   4200  65207
## [4161]  10273   1784   3586   3531   1892  27484    695   3218  86312   1676
## [4171]   3511   4192   5312    984   6159   6631   4617   2226   5129  15777
## [4181]   3104   1032  15964   4515   2201   1617 100771    820   9614  23970
## [4191]    269   5015    617    161  31502   4943   3793   2961   4851  25094
## [4201]   1650    167   1673    664   3750    435   1168   5902   1289   4548
## [4211]   1066 246398   2224  30328 108183    897    215   3494   7994   5446
## [4221]    348  20967   3952   4485  60186   4954   5640  62408   6138   5626
## [4231]   4155    260    432   3895   3029 326338   1328   3572   1343   2321
## [4241]   3396   1658   2470   4688   4895   1841   5467   2256    846   1833
## [4251]  28979   5905   2417   1739   4255    761   3293   3847    601   4094
## [4261]  37855   1821  23824   2811   3917   5629   5942   2565   1835   3068
## [4271]   1398   6551   3147   4553 130259   6060  82173   5978   5628   2606
## [4281]    750   3681    642  11555   3961   2877   4796   4618    646 113215
## [4291]   4681   4033   3657   6229 106968   3451   4987   2493     72  30859
## [4301]   1500   5656    437   4500   3996   1912   2728   1173    157   2758
## [4311]   1973   1362   3543   1225   3846   2756    217  59255  59742   1642
## [4321]   3865   3762   1502   2186  53966   3117  20571   1639  29233   7046
## [4331]   4024   1069   3879   4151 102677    966   6259 104647   5914   4529
## [4341]    228   2037    733     38  90161    941    830  14600   5105   3853
## [4351]   2827   4621   1524   3621   1489   2400   4352   5306   3682   3809
## [4361]   2987   3808   1514   3650  49065   2833   5237    556   3644   3699
## [4371]   8789 108115   5224   5806    826   4961   1140   3947   1997   1607
## [4381]  34677   6034 110269   1907   4308   6318    893 135656    369   5270
## [4391] 120925   3230    523    193  48821   4565   4414   4193    319  23191
## [4401]  10795   6206    933   1249   2823  15052   5826   2475  39573    480
## [4411]   3706   3637   4781   1404    236   5042   5085   1381 121550  97122
## [4421]   2077   3398   3625   2919   1315   4304   4788   4728   3088   1262
## [4431]   1661   3567   5959   1244 134470   4010    392   5428  31005  22645
## [4441]   1934 105016  20988   1622   1902   5171  20583    154   4039   1994
## [4451]  33570   2242   2986   3114  95308   6918   4382   3758  53821   4231
## [4461]  61240  27001   1637   3136   1705  28992   4122   5009     58   2552
## [4471]  58990   6446   3327  17068    227   4607   5133  86138   4068    550
## [4481]    101  11007  13524    823  17143   3320    858   2613   3271   2120
## [4491]   3232   3905   3506   3585   5206  39727   7477  30172   1081 131192
## [4501]   4783   1699   2078    244    608   6120  21797   2997  98447   2914
## [4511]   2942   3428   2435   3372  18207   2680   4859   6044   4459   5369
## [4521]   2127   1875   4721    238   4070   5175   4471   3677  13242    821
## [4531]   2687   3170     53   4852   3410    344    468   5089    903   2630
## [4541]   2805   1523   4054   5951   5322   9525 115700   1775   1967  34632
## [4551]    335   9709  34136   3956    931   2702  70952   4078   2538   4626
## [4561]    356  21849 110713   4026    296   6782   5540   5960 109850   2570
## [4571]  94579   5484   3823  15626   5197  17711   3562   3522  26494    408
## [4581]   4336   4632   1013    799  42683   1406    490   5575    630   3976
## [4591]  10865    265  13539  34788  11713    790  28826  78199   3797   3811
## [4601]   3743   1155   4189   8387   4346   4423   4128   5837   2872   2635
## [4611] 461527    806  13139  15982     47   2834    108   1288   1727   1930
## [4621]   3292   3362   1568    458   3589   3480   1102   5132   5511 364436
## [4631] 125220   1803   4049   3234   3473   4466   3165   2820   4172   6137
## [4641]   1744   4878   2463   7609   7778  34829 124220   4973   4697   2550
## [4651]   2842  19712   4578    390   6115   2971   5641   3802   5228 213548
## [4661]   2132   4536   1683   1279   3467   3038   3978   1254  18934    449
## [4671]   4112  95621 110691    744   2699   3148   1844   3109   4427   2023
## [4681]   2784  84235   1786  69956  14181   1054    703   3149   2318   1345
## [4691]   3643   2484   2966   1338  16752  31841   3555   1742   1465   2989
## [4701]  82845  21436   2801  96629    208   4335  11928    887   5052   4980
## [4711]   1403  12248   4596   1299   5032   3121   3054   3922   2210   5096
## [4721]   2946   4726   4522   1510  77625   2118   2894    301    626 116246
## [4731]   3367  16005   1567   2668   3092   1075   6027   6492   2119   6748
## [4741]   5349  11979   3203   1862   1188 108583   2792   8832   5761   4532
## [4751]  20526   2535   1286  11337  92407    537   5179   1882  29868    460
## [4761]   4144  24534   3344   5367   2471   2564   9120   1131   1575    391
## [4771]   5453  77564   6039   5235  57070    127   3397   5185  22399   2330
## [4781]   4619   3369   3051   1366  69036   1445   4812   5876   5536    702
## [4791]  47866   3698   4700   4131   3577   3858    989 119016   4869    699
## [4801]  98170  47123   3818   1920   1895  15896   3309   2809   4450   4546
## [4811]    316   3720   1253   7453   1295   5019   2513   4903   4809   2855
## [4821]   3501   6590  33054   4052   9642   5618   4816   4951   2003   2883
## [4831]   6041   2473   2556  23088   3919  30662   1919   2907   5658   4823
## [4841]   2371  71602   4076 547172   6646   1218   4831   1790   2451    474
## [4851]  54858   4832   3695   5669   4714   2923   1576  19686   2231   1665
## [4861]   3269   5207   4870   1462   3315   3744   3790    763   1234   1981
## [4871]   6051   5958   5092   3544 140948   4978   6794   6366   6130  52359
## [4881]   1094   4171   3653   2802   5614   3474   2706   2529   5298   5169
## [4891]   4124   1613   4469   3915   4678   1355   3568   2301  47094   2019
## [4901]   3719 145600   2848  20412   4015    994    313   4416  14968  12450
## [4911]   4073   2819   1012    863   2810   4173   9739  45188   3112  19024
## [4921]    489  16220   1273   2136  66319   2344   5002   9255   4817   4683
## [4931]   2826   5364  14809   6181 135548    874  20174   3769   2249  29201
## [4941]   3560     64   4301  15827  19143   5136   2695   3943  24966  88939
## [4951]   2734   1098   3939   6351    237   3799   2505   3737   4636   6118
## [4961]   2772   3525   4819   5119  26238  12153   4022   3134   2208   1246
## [4971]   4882   4387   2526   5984   1402   3569   2924  63422   2406   5853
## [4981] 150963   5824   1321    935    583  30441   5378   2212  17647  19813
## [4991]  10579   2011  11284   5470   3479    641   6057   1616   3722    462
## [5001]  27873   8947   3759  30673   4157   4136   4221  25078    980  59816
## [5011]   4601   4319   4894    179   3709  24942   2276   4555   2160   5908
## [5021]   1352  63731   4018   3606   5871   3371   2993   3834   5786  28891
## [5031]  18758   2737 278152   2404    924   5356   3749   4174   1554   3105
## [5041]   4873   1966   1565   3563   5157  15097   9949   8100   1557    748
## [5051]   5954    719  28027   3630   2840  17952   2370   4501 105202   2568
## [5061]   2718   2679  14488   5654  77162   1167   4240   5247   4584   3340
## [5071]  19423   1068  14047   2578   4425   1629   4922    207  18801   7015
## [5081]   2193  94644  26901    249  93173   2881   9653   5359   6284 104317
## [5091]  16398    423   7242   3023  17838  27752   5630   5044   3977  66191
## [5101]  94603   1046   4208   5275   5208    400   6768 122255  22558  92780
## [5111]    730  19023   2744 100377   5076   6262  20916   4724   8938   2980
## [5121]   4100     90   1845   4877    471    762  13763  31378   1322   4663
## [5131]    896   5297 151090  13012   3356 128164    852    988   5789  17057
## [5141]   5459   4567   1863  88326   1977   4415   5292   1199   2018   1815
## [5151]   5225     65  25255   5819    493   4202   3443   2292   1733   5617
## [5161]   2494   3881   3901   6170  26592   4802   4436   3768   3326   2401
## [5171]   4028   1410   4348   5284   1399   6054   1205   4497  28007  13572
## [5181]   3718   2910  11859   5670   5337   3714  15325   8280   4527  19230
## [5191]   4091 317150 133132   4152   4711   4984  14581   4929    725   4249
## [5201]   3785    904   2629   1302   5405  59391   1123   4682   4941   1605
## [5211]   2393 579004   1649   1843   9151  27863    892    735  37938  40331
## [5221]   2244  18109   5000 108596  13790   3098   1703   4595   4446   4885
## [5231]   4720  19526   6394   3222   2890   4779  70050  14360   5686   5990
## [5241]    587   2489   1357   5735 145671   6272   4395   3755   4657  18958
## [5251]   1335   5810   3337 104636  84074   9985   3516   2419  90532   3251
## [5261]    669   5273   6237   3349 101941   4472   2134   3042   2048     66
## [5271]     59   6123   5422     83   3070   3341   4707   9268   5749    445
## [5281]   5766   5053    370   1053   4988   5280   3299   2571    788   1396
## [5291]   4474  23239   1651  18489   3634   4114   4680   3864    428   4146
## [5301]   1158   8824  79290  18644   2302   3400   1694  95941   2214   5332
## [5311]   2572   4175   5028   3742   3502   3878   2152  57424   6522  12333
## [5321]   4149   2189   5027   5113   2657   4168   3444  26537   4184   4411
## [5331]   4846  30908  35727  23087   3262   5373    382 131738   8441   3632
## [5341]   5345 221303   1182    132  21642  86699   5293   2241  91386   5264
## [5351]   6056   5126   3001  35169   5311  29475   2230   3549   9850   1007
## [5361]   5794   5336   4082  33626    934   8808   4850   3859   1266   3113
## [5371]  25158   1633  10641   1397    676   4170   2551   4972    277   3259
## [5381]  25436  56351   3877   5201  10512  87792   3900   3776   1107    401
## [5391]  10504   5931   4986   5246   5411   4355   4791  23694 118659   2350
## [5401]  88234   5097   6698   3505  10738   4552   7795   5674   3482  24124
## [5411] 147945   4751   5006   2625  55693   2860   1952  26822  23581   4745
## [5421]  27239 115603   3377    300   4735 132142   1707   4658   4160   3734
## [5431]   4169   6476   5673  11416   4549   5921   5778  64804   2218  29163
## [5441]   1819  48897  62632   3076   9105  10046   2949  20687   4340   2283
## [5451]  62306   4162    394   5328   5176   5776   4739   6315   5831   1818
## [5461] 131972   5038    602   2287  21480  69615  14009    164   4855   5560
## [5471]   4167   4523   4237  31461   2574   2637 135173   3609    353   4919
## [5481]   7659   2766 268819   4611 106606   4003   2045   1119   2873   1532
## [5491]   5165   1675   4285  10689 162245 119318  77261  17757  67753   6215
## [5501]   2645   4283   2110   5403   3822 132587   2768  61504   1071   4594
## [5511]  17386   2656 131829   5874   2785    973   6234  10227   4125   5561
## [5521]   6998   4563   3500    745   4923  31830   3056   1511   5220   2104
## [5531]   4640  19117   3889   1579   5098 124465   4260   3909   2515   4177
## [5541]   4113  17521  13917   1184  16222   3752   3538  77923  16363 111502
## [5551]  60523   2469   3242  22576   3513   2647   4620  91451   2544   2773
## [5561]  42529  26503   6001   5971  34116   2531   2420   3270   6200   2976
## [5571]  22516  10115   7553   1964   3024   4540  22125 437064   1940  87388
## [5581]   2661   9349  45807   1239    544 124464  83186  19177   4656  10841
## [5591]    856  10644  11811   5870   7118  45045   4982   1623   3679  13955
## [5601]   4740   2075   3487     12   2612    528   5621   5037   4186    579
## [5611]   3321   4302 346352   5016   5729   5068   1384   1645   2859  46126
## [5621]    825   4288   4361   4129  42014   3152   3096  26539   5339   6569
## [5631]  34236  30881   1196   5823   5159   5490  81546  97022   5667   4811
## [5641]   4042   5555   2843   6643   4407 118196   6139    340  47794   4479
## [5651]  12539   6724  41469   3972   5057  38959   5746   4587  22618  27072
## [5661]  92482    949   3942   2153   6211  19885    331   5535   1936   1620
## [5671]    672   5309   5234  59611 117375  28035  84768   5080    891   5509
## [5681]    406   9342  13934   6097  23617   5498  24951  98336   3576   5301
## [5691]   8338  56287  30615   1541   9403 101293   3306   5107   3873  16265
## [5701]   4955  67649   3276   1825  35861   2196  11451   3495  53631   5371
## [5711]   3753   4654   4906   2392   2057   2908   2830   4969   2653  13501
## [5721] 154373   3757  28714   8545  58950   3508 310467 101444   4225 233852
## [5731] 165826   5937   1084   6911   3078    276   4080  20292  24321  57179
## [5741]  22799   4034   9304   4535   4401   4282   6052   5567   2909 102925
## [5751]   3454   4143   1125   5231   5221  28040   3303  21127  28963   1421
## [5761]   3261   2710   5091   5043   2746   5335   5392  16096   5476   5431
## [5771]   2101   4038   2262   3137  79266   3133   5808   9505 112013   1735
## [5781]   3378  84908  45044   4096   2844   8983   2876  60926   2191   4204
## [5791]  30144  14063   4470   6347  75381   4451   3126   1296   5741 195656
## [5801]   4756   1211   4354  12079  14976   5022   5489   3559    415  42998
## [5811]  16365  21636  40315   9288  75822 256640   2073  24084 142672  20791
## [5821]   3401  42444  12145   1115   5122  67441   3286  84643   6300   5967
## [5831]   4695 110206   5445   6103    590  13008   6506 125415   6417   4684
## [5841]   3322   6042   3404    355   3954 119513  20134   2168 107540   6020
## [5851]    684   5274   7607   6591   1210   7105     40   4291   5071   5468
## [5861]   7775   5827   9748  13804   4011   4179  27068   2912  10036  15680
## [5871]   2755   4084   4360  29396   3476  12795   4321  23653   3439   1788
## [5881] 264952  76161 112406 389595  46359   6148  25193 131543   6894   4957
## [5891]    305  20218    253  93525 209441  81357   5414   1609  26298  20463
## [5901]  99872   5404  31115 104262  36207   3745  13045  43630   5134  12542
## [5911]  10258  14544  14436  20536  58059  94336 146393    362   6951   1949
## [5921] 499720  91203 117975   3941   4055   2422   5649   2155   3587 142770
## [5931]     30  24655   3046   4764  21626   4966   6758    251  16198     41
## [5941]  67698  69088   5457   2697    659   5219   5001  11244   5005  72725
## [5951]   3131  21667  16425   2195  73744   2874   3153   5271   4530  13114
## [5961]  77643   5706   3373   3380   9891  19569   6037  17592  20971   5258
## [5971]  84466   5074   3485   3990   4590  45569   1969  12749   5338   3186
## [5981]  92770    357   4217  25111   4648    813   5397  15867 144576   4145
## [5991]    243 214155  39355   4835   3250   1473   6155   4363   5112   4560
## [6001]   2846  99680  10029  41551  26737  98046   3607   4815   5182  23746
## [6011] 403959   4461   4893   4841  32162   3636   5041  70082   5046   1657
## [6021]   4842   4577  16922   3727   3608   4845  33156   4976   4861   3957
## [6031]  48082   2868   1033   6586   4880   5135  17389   3307   5677 102284
## [6041]   5700   4369   2243   5491 117877   5525   4252  88751  87088  28794
## [6051]   2053  20938   5326   1201  24069 106610   4602   3851   4760   3604
## [6061]  30690   3359   6453   3668  36567 154164   5130  29728  18114  19331
## [6071]  26297   4009    311  16864   4294   5976   4904   4293  31455   7687
## [6081]  14330  14536  28006  12766   5252   3036   5682   4245  20942   2130
## [6091]   3930  75258  29672   5236  10576  32415   3927  48681   4188   4593
## [6101] 105495  22167  33837   3998 133342  22880   3675   3747 210665   4503
## [6111]   4281  17568   4043 131683   9245 367311   4343   5177  44787   4127
## [6121]   4905   5013  71103   5034  12554   5250   5170   4958   4014   4410
## [6131]  10107  46563   3228   3204  39799  34312   8003   4616  21629  72975
## [6141]   4913   3005  22195 110149  28587  28704  22447  73987   2487   5903
## [6151]   8511   5603  74639  43938   2937   2787   6937   3049   5376   6361
## [6161]  53634   7595   5590   5579 103110  23048   4088   4071   7457   3220
## [6171]   4833 106917  43367  62359   5477  16646   4892   5103   9895   5377
## [6181]   5920   5193   9239   2472   3748  13693  26646   3773   5925   5287
## [6191] 237266  20926  20076  44327   3904   4908 190167   4356   3946   5083
## [6201]   4609  38337   2622  23975   2542   5475   4801   5342   4166   3652
## [6211]  47616  61171  16614   4421   2646   4834  70615   5421  27959  57288
## [6221]   5692   5586 373353  13510  35719   4661  24518   5031   4464  12769
## [6231]  81392   3132  33466   4372   1206    336   2232  12590  34109   2918
## [6241]  67735   3988  25091  89179   5533   4409   2799   5460   3225 100460
## [6251]   5610  11444  15634   5021  16832  20890   5862  14526 196058   5580
## [6261]  95347   8000  29765 111687   5546   1745   2379   3871  99027   9315
## [6271]  12664   5583   4699   4351  12952  35869   4932  47001   4573  60905
## [6281]   3122   6180   4689   3185  12572   1027   8127  23335   4822  32274
## [6291]   4675   4165  76342  72520   6615  89925   3660  30710   5770  19337
## [6301]  44709  11791   4582   4384  19591   2962   4856   3390   4662   4637
## [6311]  18144  65340  94019  25149 109056  14839   5787   3594  57944  12669
## [6321]   5230   5465   1064   4860   2307   4156  25782  18940   3779  18519
## [6331]   4219   4248   3418   5026    113   5714    145  32187 126587   3701
## [6341]  14011   5767   6445   3440   4627  70824  12263   6256   1754   4825
## [6351]   3168  30715  22895   1079  30003   1292  12950 267864  22543   1800
## [6361]   4828   5968    521  46258   5408   4583   7290   3561   5833  12357
## [6371]   3430   4643   2605  55504   2775   7981   3777   1482  46716 121722
## [6381] 143660  86873    937   4914  33552    326   5881   6696   5299   5302
## [6391]   5964   3161   4754  53194   6146  38774 137264   6573  29186   4674
## [6401]   6129   4685   5898 105011   4889    263   4154  14146   3885  60303
## [6411]   5547   5321   3794  16049  16089  21897   9999   5501 119715  76723
## [6421]  56774 146713   5880  33101   3091   5067   4782  64632  17641  12587
## [6431]  14233   2135 147088   3595   5239  73571   4694   5923  80835   5358
## [6441] 212573   1816   6055   4454  89435  91288    841   6738   5047 165502
## [6451]  10814  25219   7110   9053   2051  19810   2580 386278   4807   1314
## [6461]  15380   3288   5736 262246  19825 108435   6216   4002  13339 296252
## [6471]   6776   4006 121515   4141  25920   5285 124534  17578   2892   5589
## [6481]  76069  18190   5471  16845   5265  40733   2817   6644   9306   5416
## [6491]  70702  95737   2815   7155   4362   4443  11485  21451   4933  33778
## [6501]   7262   6630  71918   5732   4981   4557   5795  25971   3492  58550
## [6511]   4592   2995   1653 102516  26600   4795  18930   4486  83098   3324
## [6521]  54548   3965   5194 106382  17270  23534   4000  27957  11072   3499
## [6531]   3141   3596  74693  26784   7400   3890   5310   4051 252121  49693
## [6541]   4404   4925   5209   3294  30305 122760   5718  18551   3661 108132
## [6551]   2853 104910  20331 138797   4725   3192  21674 119168   8474 252500
## [6561]   5993   4708   1831  20261   4435   6543   3316 581468 116630  70245
## [6571]  46152 122064  25904 120148   8366  22649   4086  18167   3870   5402
## [6581]   3981  37986   5454  22009  30724   8052   2335 128666   5162    152
## [6591]   4199   4317  50854  31075 217717  24850  11013  55047  87661   5771
## [6601]  31730   9559  44013  88622  75880  29448  55914   8503   5305   3683
## [6611]   5943  14578  23246   4452  15143 122114  19283 245673 112786   4998
## [6621]   4224  28082  10451  26549  19552  32524 135268 241162   3800   5828
## [6631]   8899   6091   4866  54356  86026  29736  25936   2982   3417   5750
## [6641] 236220  90320   9857  89379  10137   5839   6797  14944   4053  15003
## [6651]   3040   3457  48469   7828  11136  15150   6410   5933   3610   4482
## [6661]   5059  43580 113592  22533   5588 338605   5799  29528   3507   4575
## [6671]   9317   4748   6407   4902  12386  20315  50031 252242   2783 131070
## [6681] 128655 602069    624   5652  79645   4927  32966 249622   8767  14593
## [6691]  27673   6729   4844   4858   4197   6077  45284   4309   5362   3775
## [6701]   1240  95881  46735  11447   4864   4718  55812   5294  92290   3728
## [6711]  86883  72079  97391 103331  90282  11917  19837  49374  36722  37175
## [6721]   4890   3713  20815  64658   3989   4591   4780  66948   1298   3741
## [6731]  17388  58630   5911  41517  45505  21414   6277  10341 108724  12944
## [6741]  96042  18629   9697   6607  82211 109428   1431   4865   2628  12217
## [6751]   3003  15138  30722   1759   4911   7528  32723  18939  23324   3464
## [6761]  35124   4586 247271  36511  19534   3210  15023   4736 147828  39797
## [6771]  18587  31435  19513   3264  32583  14339  21225  26903  41193  53176
## [6781]    278   6074   4605  23932   5885  13382   1120  25733   4453   5593
## [6791] 194312   5485 108945 132782  55274  69015  22104  22778 117226   9015
## [6801]   3195  29062  29434  59872  14887  32585   5619  24299   6320  18083
## [6811]   3842  67756   5762   6595  12071  21021   4898   5918 121968 173287
## [6821]   5464   6398   5199 118772  10737  21690  18699   4419   2523  25121
## [6831]  50607  30392 103058   3125   6183   4062  17251 128356  19122   6068
## [6841]   4326  27882  61546   4940   5604   5366  34706   7640   2955  17964
## [6851] 138748  11874  96907   4539   4738  25983  52711   4646   2719  21878
## [6861]   4901   5986  27264  16534  24902   6149   5348  18843   3959   4971
## [6871] 223314   5835 453142 109163 108339   9888   4060  56246  30748   5168
## [6881]   6008   8016  44382   5803   5307   3948   4277   9302  25929  21152
## [6891]   5595  16724   5218  20145  91435  90181  66273   4664   3829   6449
## [6901]  59776  15050   3926  41770  11658   4572   4534 128884    679  11254
## [6911]   4526  16207  14866   8389  16633  19608   3848   1740   4023   4017
## [6921]   2592  27981  16627   4766   5063  14269  26982  26241   3483  90178
## [6931] 157712   5139  26685  28870 104895  15307 130489   7462   5383   5118
## [6941]   5950  25237  18254  96728  11340 310628 113761  23488  11760   5497
## [6951]  10047   4676  13641  15602   5683   8822  41430  22446  22097  44307
## [6961] 459450   5689  29037  17225  21717   2777  25200   3593   5834   4437
## [6971]  75111   6102  11579  16201  31523   4429  17372  80749 129020   4286
## [6981]   5760  19041   4715   5350   5156   3921   5427  15468  12907   5466
## [6991]   4564  23612   5550  85455   4886   5480  18198  11099   5503  10004
## [7001]   5125 117494 101335  28900  33013  28098  70128  14438  10406 106056
## [7011]  11974   3301 162569  34782  91938   6109  52972  34907   2015  69331
## [7021]  31672   5104  82926   3693 109616   5173  30916   6313  71055   5061
## [7031]   4259   2954  76775   5486   3548  16216   6002  11322   6089 140990
## [7041]  34715   5150  20525  13557   3603 102571   4962  23419  16236   5615
## [7051]   5763  11866 299942  18073  57272  62401 123482   3913  41694  29082
## [7061]  68586  26906   3498   9168   4447  10913   3711  16399   4600  33210
## [7071]   4830   3629   8498   4800   5596 100033  59581   4250  30637  19911
## [7081]  27783  72173 138563  10762  28730   5380  82953  20826  53376  89016
## [7091]   6691   4075   4561  96022  26031   9489   5892  23942   5900  17337
## [7101]  28199  72892  24335  48785  40224
  • The distribution of the number of employees is heavily right-skewed. Some companies have more than 500k employees. Such companies might have multiple offices around the world. The range of the number of employees in a company is huge. There are some anomalies in the data as we can see that the minimum number of employees is equal to -25, which is not possible. I will have to fix this. also its mean is 5667.089
  • The year of establishment of companies ranges from 1800 to 2016, which seems fine.
  • The average prevailing wage is 74455.81. There’s also a very huge difference in 75th percentile and maximum value which indicates there might be outliers present in this column.
sum (visa$no_of_employees< 0)
## [1] 33
  • I will consider the 33 observations as data entry errors and take the absolute values for this column.
visa['no_of_employees'] = abs(visa['no_of_employees'])
unique(visa$no_of_employees)
##    [1]  14513   2412  44444     98   1082   2339   4985   3035   4810   2251
##   [11]   2465   4069 123876   1652  15756   4897  76638   2747   4743    843
##   [21]    880   1706   2878   1517    241   1100    756   2889     18    758
##   [31]   1408    995   2415   2395   1809   5512   2520     44   2206   3729
##   [41]   3723   1209  19770   2582   5407   2092   2623    226   2405   2171
##   [51]    746   3129   1647   2438  11733   2368    779   2825   3510   2624
##   [61]   5340   2311   5110   1316    100   2021     80   2070   2654    292
##   [71]   1320   1722   3339    452   3705     85   2423   1274   1549   1062
##   [81]  32619   4036     39   2359   1023   2480   1255   4455   2543   1359
##   [91]   2324   4103   3667    488   2724   1392   2573   3524   1847 107535
##  [101]   2227    334    224    367    306   2317    890   2002   2903   2504
##  [111]    951   1327   2421   1019   1048   3323    509   2225   1641   1144
##  [121]   2334   1415   2754   1099    960   2750   2753  23287   2140   4499
##  [131]   2554   1333    928   4289 113282   1948   1933   2847   1195     54
##  [141]   4390  73909    545   2831   1634   1810   3290    472   4273   2326
##  [151]  50351   2261    255    373     22   3102   5147    284   1926   2510
##  [161]   1200    337   2880    816   2640   4190    459   3351   3639    201
##  [171]   5461   3050  28592   3207   5820   3229   2708   2779    977  44069
##  [181]   1566   4439   1929    654    557    421    600   1551   2540    961
##  [191]   3726   4045 128431   2180    872   2689   2752   1375   7320   3282
##  [201]   1313   3128   4757   2122   2524    766   1190   2741   3233   2696
##  [211]   3980    111   5396   2778    789   1515  26891   1867   3395    879
##  [221]   2518   2468    787   1004    717     20    503    584   2770   1935
##  [231]   2098   3223   2771   2147 155999   3592   5504   2216   2871   2509
##  [241]   1720   1760     25   1025    109   2901   4449   4280   2223   1667
##  [251]   5260    365   1243   1721    517   3266    955   1310   2854    230
##  [261]   2374   4241  69469   5425   2733   3664   1546   2486   1233   1681
##  [271]   1608   4349   1764   4440    769   2443   3725   2061    216   3489
##  [281]    433   1932    572    623   2288   3370    875   2586    661   2337
##  [291]   1672   1017   1624   3891   2009   3268   1312    229   2597   2114
##  [301]  48369   2609   4265    533   4574    954   3831   1778  29453    652
##  [311]   2170   3550   1761    805   1615   4153    743   3827   2345   6188
##  [321]    629   5576   5075   2234   2698   1485   2425   2969   1738   4614
##  [331]   1222    186   4550   1083    822  25805   1741   3438   1501   2284
##  [341]   2384   1031   3213   1894   2280   1610   1766   2269    114    819
##  [351]  28418   1983   2927   2553  82716   1837    308   2561  70113   5483
##  [361]  81379   1506    190   2701   3062     71   3166  35961  94411   2594
##  [371]   2240     11   2090    149    855    566   3970    720   2948   3962
##  [381]   4857   2579   1864    202     51   3628   1872    869    693   1525
##  [391]   1584    448    714   1000    525    997   2290    153   3659   4713
##  [401]    979   1010   2105  23483   4651   1178    690   2549   1363   2517
##  [411]   3094   2378   3817   4247   2109   2675   1121   3696   3055   3466
##  [421]   1496   2481   1451   1499    374   3537   4562    614    137    956
##  [431]   3018   2884    894    636    781   1543   3057   4670   3277   2148
##  [441]   3542 112102    412     60    922   2999   4258   3267   3039    546
##  [451]   3433   1540    772   1571    731   1419   1006   1458    467  81849
##  [461]   1337   2933   3285  81762   4132   2691   3176   3209    519   4762
##  [471]   1267   3697   1126   1106   2089  16587     46  36353   3514   1110
##  [481]    553   1245    981   3244   2557   1369   2822   3115    211   1446
##  [491]    936   4420   2670   2020    605    288 358352   2839   2659   4118
##  [501]   3272  59095   1378    486    180   1648   2286    124   3238  30363
##  [511]   2303   1876   3348   2650   1187   4506   2437   3736   1826   4824
##  [521]    364   1980   8374   3198   1235   4727   2956   2360   1746    633
##  [531]   2774   1538   4990   3130   1056    496   3937   3792   2165   2641
##  [541]   1236   2247   3085   4185   1268    673   1002   1726   4040   2721
##  [551]    645   1743   1097   4393   4668   2188   1105    940   1850   2213
##  [561]     24    304   1372   2566  86050    621   1643    908   2042   2266
##  [571]  26957   2467   3712   1469   1003   3144   1989   1176    110   2845
##  [581]   2150    643   2715    944   3298   4915   5474   2652   3960    604
##  [591]   3256   3899   4746   2658   2626   1888   2128   8780  88484   1261
##  [601]   2158    834   1194    878    213   1712   3281  53191   3189    162
##  [611]   3993   2953  30650   3363   2377   2016    964   3647   2477  91879
##  [621]   2432    298   2563   1737   1370     56   2440  93759   1433   2950
##  [631]   5660    992   1574   3361 111654   1318   3188   3041    987   3206
##  [641]    413  26126   3638  33345    499   1970   1325    582   2850    677
##  [651]    107   3875   1736   2751   5980   2963   2043    463   4709   1698
##  [661]   1130   1817   1531   1223    970   3227 298041   1955   2064   2050
##  [671]    416   1975   5198   1280   4794  53698   1968   3815   2812  23885
##  [681]   2886   3425    704    660   4792   1259   2091  28279    457    206
##  [691]   1838   3358   3484   1466    603   3393   1154   4181    620   3951
##  [701]   1827     84   1781   4633   1183   2913   1911   2323    536   1583
##  [711]   1426    598    895   1393   1787   1251   1573   1654   3615   1996
##  [721]    555  93018   2614   3107   2483   1113   3656   2569   4879   2367
##  [731]   1145   1522   4403  21915   2546    974   1229   2808   4005    531
##  [741]   1536   1561   1957    520 372064  69947    932   2187  10003   2726
##  [751]   4220   1602   3477   2945   5664   3028   3236  16356    644   4376
##  [761]   5953   2514    532   5178  19306   1224   2861   2485   2333     17
##  [771]   1250   2316   1077   2309   2007   1885   4537   2364   8315    814
##  [781]   2228  90533   1386   2610   1063   1640   4077   1432   2328   1086
##  [791]   1480    563   1881   4655   2685   4836   2922   3932   3345   4729
##  [801]   3184   1943    203    616   1153    159   6289    815   1858    958
##  [811]    231     74   4032   1849   4276   2448  85646   1772   2931   1385
##  [821]   1118   1177   4063   1400   4310   5577    802   2616   1207   2369
##  [831]   4215    947    862   2788   4698   5878   1961   7668   1680   1217
##  [841]   3110   1771    481  34069   1871   3641   4209 143036   3385    409
##  [851]   3539   5087   2479   2083    105   4257   1413   3707   1869    755
##  [861]   1874   4498   2464   2449   1074  18664   2596   2621   1697   4322
##  [871]    708    866   2100   1913  17541    581    573  12692   5801    363
##  [881]   3944   1606    898   2619   4035   5707   2803    142   5963   3336
##  [891]   4589   2681   5601   3716 394921   2444   2824   1836     63   2097
##  [901]    444   3329   6070    860  13728   2749   2595   1228    273    302
##  [911]   2294   4266  21013    115   1307   1454  12487   2427    957    518
##  [921]   1708   4223   2138   4496   2456    639   2795   3529    681   2631
##  [931]   3031    707   4545   2979   1470    176   3523    770   4528   1498
##  [941]   1900    247    920   2340   1945   3164   3026    538   2970  20724
##  [951]    962    183   2536  48289    214   4448   1156   5215  18697   1401
##  [961]   5838   2221   1430   1777    709   3448   1903   5066   4102   3260
##  [971] 114273   4505   4524   1486   1374   3274   2274    175   1807   3584
##  [981]   1024   2633   2237  12650   6024   4001   4087   2816     92   5319
##  [991]   3074   3434   2084   5289   4457   2875    786    485   2665   1938
## [1001]   2959  92872   1380   6043    739    274    123  45449    619   4771
## [1011]    268   1379    235   1488   3472   4263   4085   3151   1978    414
## [1021]   4029   1644   2004    380    446   9043   4965   4046    516   4769
## [1031]   3783  85457   3730   1508    169   2380   1547   5347   3896   2607
## [1041]    333   1016   1998   5190   1287   3515    178   4092   1427   3414
## [1051]   1917   4244   3958   3013   1504   2410   3284   1409    177   3771
## [1061]    342  14560   2278   3575   2944    801  24190   2821   1723   5436
## [1071]    829     27    999    760   2142   1684   3408   3374   1472   2126
## [1081]  34554    968   2151   4057   3908   1479   3751   1014   2620  31859
## [1091]   1814   2865    918   3106   2365   5877   1599   2388    610   1039
## [1101]   2200   2499   1029   2347   2133   1857    314   4671   3181  18049
## [1111]   3196   3984    773   3631    548   3101  18041   1904   1535    711
## [1121]   1447   2895   3405   1492  24304   1914   3880   4644   4418  12180
## [1131]    946   7106   2632   3781    884   2014   3618   1688   5241 127586
## [1141] 283641   2017   2087   4935   1221   5409   2355    873    508   1770
## [1151] 134518   2450   3820  62949  21155    262   4332   1953   6331    854
## [1161]   6397    923   1139   2041   1802   3072  21299   2941   3081   2996
## [1171]   2617   3353   1376   2144   3175 118278     29   2259    104    275
## [1181]   2198   1559   3314     67   2446   4198   3754   2974   4212   5553
## [1191]   2205   1974   4514 594472   4853   1297    330   1060   3806    986
## [1201]    141     73    320   4934    757   4931   2026   4047    868   1117
## [1211]    685    347   4899   2813   2161   1840 127571   1166   4952   3172
## [1221]   1159   3805   4491   4438   2856   4013    491   1922   3936  14728
## [1231]   7135   1301    836   2366   9488    818  43838   5495   1870 288512
## [1241]   2704   3920   2279    942   1022    325   2431    502   3640   4434
## [1251]    562   3588    266   4090    166 144584    293   1342   1724   3120
## [1261]    254  13112   6245   3159    950   3849    697    138    456    568
## [1271]    907    689    451    622    139   5807   5064   3155   3388   3263
## [1281]   3953   3883   4391   5982   6019   1812   1089   1732   2081    706
## [1291]    527    609   3843   2608    419   1293     35   1758   2837   1137
## [1301]    812    911   2099   2869    283    541    366   3724  90791   2457
## [1311]   1227   2745   2074   1424    881    119   4630   1497   1768   3914
## [1321]     42    765   2836    297    867    741   2678    996   2076   1625
## [1331]   5117   2341   2357   1041   5661   1753   3654   2940   2516   3002
## [1341]   3635   2508    466   4109    658   3882   1921   2034   3449   5254
## [1351]   3702    888   1941   3478    938   3208   5743   4367   1350   2532
## [1361]  34673   5303   4495   2389   4163   3255   4456   3456   1893   3663
## [1371]   4135   4731   1527  19157   6362    718    479   2146   3532   1132
## [1381]  25618   4722    917   3065    322   5725    501    696   4786    637
## [1391]   1507    853   2414   3620   1995  22888   1438   3249   1073   4377
## [1401]   1696   1805   3860   3302   1839   3416    653   4242  60548   1085
## [1411]   3058    204   2575   5187  20237  36459   1230   1993   2159   7833
## [1421]    524    647   4164   3027   1592    210 156645   3212   1682    514
## [1431]  29948    332   2757   4702   4097   1326    122    540   1129   1368
## [1441]   3392    542   3060   2386   1309   6664   3598   1452   2194   2012
## [1451]   4234   1979     45   1627   3265   4647   1811   8145   1757  19619
## [1461]    764    798    389    736   3083   1518   1751  57909   1175   5120
## [1471]  83371   2001   4123   2248   1834   3150     78   4667   3422   1852
## [1481]    665   1828   1947   3519   2246   3421   1534   2125    939   2863
## [1491]   4789   3389   3861   3258   2258   4730   2342   1767   2141   1690
## [1501]   1036   1783   1927   1216   5222   1148    638   4299   2896   2399
## [1511]   4826   1799   4599    134    128   1058   2054    464   3540   4442
## [1521]    450   1040   1305    732   3240   1846    470   2684  10449  13423
## [1531]   4058   3167   3496   3432   1769   1695   1899    199   2682   2887
## [1541]   1346  32503    259    612   4081   3940   5815 108200    239   5441
## [1551]    558   4246   4478   1248   1600   2938   3463   4400    498     13
## [1561]   1353   1021   3824     37  19524    752   1670    631   4297   2093
## [1571]   1124  54598   1336   4612   1377   1866   1906   4314   4749   2375
## [1581]    219   1594   5572   4325   1420   3216    430   3648   1730   1015
## [1591]    927   1203   2693   3201   4673   3814   2506   1382   4371  67632
## [1601]   4608    833    443   3541   2163   4520   1434   2867   1319    734
## [1611]   3190   2748   4320   2478    376    473    543    655    483  15095
## [1621]   2063   4158   4622   1685    250   2272  29941    133   3840    534
## [1631]  79245  65092   1270  11372    650   2455  18093   1798   2915   4180
## [1641]    372    368   5935   1806    978    323   5684   3862   1383   3211
## [1651]  26052  33130   2031   3624   3731   2293    403   4261   2677    777
## [1661]   3571   3381   3557   2233   4148   3146   1528    784   4541    613
## [1671]   1258   3616   4959    810    953 342120    290    324   2672   2939
## [1681]   4368   4066   1779   1550   1879   3090   2583   3275   1725   2285
## [1691]   3721    242   3245   1127   3111   2056  19672    910    507   3020
## [1701]   3010    397   4797    912   1542    338   1276   2497     93   1334
## [1711]   5084   4569    200   4422   1701   4487   3429   2998   1560   2943
## [1721]   3163  22304    388   4176   3902   1278   1717    129   5473   2667
## [1731]    327   2069   2044   4504   2797   4214   4327   2735   1256    317
## [1741]   3830    921   1323    192   4044   5010   2411    870    222    809
## [1751]    849     33   1214   2555   1564   2154   2353    666    385   5582
## [1761]    724   3037    680   3533    592  22901   2030  23858   4559  69962
## [1771]   8438    965    721   3004  25994   5213   1691     16   1388   1621
## [1781]   3139   2082  20124   3825 136307   3352   2260   5205   4494   4579
## [1791]   3095   2932   7195   4991   2548  28916    649   3992   2781   2203
## [1801]  69276  51114   3355   5709   5545   2723   3246   5072   2935   3545
## [1811]   2055   1842 145007   4385    261   4909   5140   5146   3780    148
## [1821]   4329    967   2447   2263   3386   4907    791   3669   5611   3612
## [1831]    381   2310   1272  15671    271   3044    607     36   2782   1719
## [1841]    264   1360    835   5578    634   2238   3867   2988   4916   1747
## [1851]    417    632   4921   1588   2577    844    405   1414  23890   1264
## [1861]   3059   1252   5456   1976   3763   2067   2985    930   1801   2720
## [1871]   2545   1925   2602   2095   4226   1853   3180   3504   1442   2581
## [1881]    349   2673   1628   5887   1390   2103   1509   4936   4793   2327
## [1891]   1011   2866    120   3097   3866   4287   3334    205   3735    594
## [1901]   3490   2115 180697   3673   2676   7999   1539    352   4868 188650
## [1911]   4460    885   1169   3994   1367   4379   3528   2236   1503   3645
## [1921]   1418   1051   2296    420   3685   4098   2888    914    189   1820
## [1931]     52   3863   1614   1042    130   2899    289   1416    497   3311
## [1941]    945   3034    126 127274  16808    171 253772    439   1822   1411
## [1951]   1687   2052   4912   1823   1986    270   6513    589   2686   5430
## [1961]    839    185    700   1076    723    800  80778   1791   2763   1284
## [1971]   5854   4597   3710   2139   2372   4703   1164   1329   3688  15383
## [1981]   1780   1563   1748   3761   1896   3788   4992   2648  32625  28060
## [1991]    804   6369   4274   1001   3690   1306    774    198   1481   3518
## [2001]   3183   2663   2482   1829   2474  82004    248   1887   1552   5226
## [2011]   4104   5180   2798    547   3764   1193   2185   2537   2085   1141
## [2021]   2454   2036   2952   5502   2049   3662   1215   3465    574   2178
## [2031]   4365   1101   2975   4300   3460    971   1832   5223   1928    716
## [2041]    526   4777   2397    429   2928   1581   1460     87   2857   2604
## [2051]   1505   2528   2325   2674   2793   1897   4041   3205   2527    909
## [2061]   1808   5203  86610    969   1303   2106  23573  21708  15420  20932
## [2071]   2300   1999     19   1971   3174   1854   3591   1161   4339   4950
## [2081]   3387   1441   5106   4551   1373   2332     43   3330   1646   3520
## [2091]   1702   4083   2688   2662   2669   2707   6755   3898    811   6084
## [2101]   2900    865   2112   1555  25430   3924   3786    310  30691  20199
## [2111]    578   1692   5357   4008   2929  10173   3332   3296   1905   1341
## [2121]   1570   4581    916    436   2732   2491   2466   3503    627   4444
## [2131]   5744   3684    492   1856    749    144   3427   1756   3160   8622
## [2141]   6499   1851   1868   1108  12341     77   1484   4884   1093     49
## [2151]   2560  23645    796   2898    422   3733  12104   2329    395   3845
## [2161]   4489   4399   3770   3089    163   1172   1456   3118   3338   2916
## [2171]    455    662   4813    146   1136   1070   3694  16006   4117   5266
## [2181]   2391   2434   4798  75457   3287   1171   5100   1763   1197   1055
## [2191]    482   4065 517884   2977   2315     68    155   1332   2603    487
## [2201]   2730   4488   3012   1512   2967   4239   2897  29555   1463   1901
## [2211]   5418   3455    294    484    197   2174   3317   4106  80343 111922
## [2221] 107586   4645   1704  52913   1700   3032   8699   8948   1848   1960
## [2231]   3202   3009  20682   5538   5449   3173   1873   4723   1165   3991
## [2241]   5754   2211   4463    983   1018   1034   1972   2525   3399   5696
## [2251]   3997    378   1626    184   3304 126451   1453   7592 112639 125501
## [2261]   2559   2601    131  21530     26   2445   2769   5238   2005   2060
## [2271]   1951   3360   4516   5256   5563     61   2219   5384   1587   4227
## [2281] 102725   3411  25536   3931   1149   1291     75   1493   1038   6682
## [2291]    181    478   1065   1939   3073   2182   3413   2024   2835    906
## [2301]   4430   3052    351   5081   2690   1734   2618   1219    691   3248
## [2311]   3765   2217   4138   2207   1666   3138  51569    727   1208   2587
## [2321]   1151    511   3461   2611   5174  30339   3839   7407    147     48
## [2331]   3578  77234    929   3143   1475   3394   1348   1324   5463   2851
## [2341]     79    692   3923    361   2984  13502   2396   2511   3053    886
## [2351]   2958    803   1635   1112   5395   3833    504   4413   4381   3459
## [2361]   3605   6281   4119   1529   1924   1057   1965   2634   2727  77715
## [2371]   3850   4328   3214    318   1185    861   1468   1533   2591  23874
## [2381]    793  12203   2086   2739   2930    915    223   1395   3530   6790
## [2391]     57    713  61396   4639   3158   2496   3441   1220    434    595
## [2401]   3912   4576   1898   3014   4134   4704   5025   6908   2905 349050
## [2411]   2351   4396    963    657   2382  18990   2281   4412   1582    850
## [2421]   4465   2490   3375    554   4004    168   1072 100070    453   1923
## [2431]    535   3968   4235    710    438   5232   3431   3403  10284   2462
## [2441]   3450   3103   3364   2426   1202    106   1572   3300    591  80498
## [2451]   3868   5711   3925   4133   1709    399   1391   3043   2033    648
## [2461]  10768   2066   4649    840   3239  18043   2039   1890   3869   3124
## [2471]    116   3826    877   4867  51222   6292   2215  68241    985   2862
## [2481]   3179  21531   2567   4568  18142   3178   2008   3597    495     91
## [2491]   1449   2683    625   4229    824   1992   6081  13708   2519   5040
## [2501]   2028    586   2904   3774   3305   1638   3581    475   4881   3856
## [2511]    569   4949   2025     62   3308   3551   2336   1354  30923    682
## [2521]   3554   2828   3534   1689   2786   4031   1813   1347   3069   4312
## [2531]  16749    771   5023   1157    103  46537   1877   2190    640    384
## [2541]    143   2131    976   2111    194   3876   1660   3424   3590   2643
## [2551]   5841   1931   5077  28257  10185   4307   1883    387   3509   4386
## [2561]   1122   1242    188  83259   1495    729   3470   1662   5816   4983
## [2571]   1464   6059    477    418    982   3872    902   4313  28181   1562
## [2581]   4585   3022   1824   4027   1257   1663   2267   3254   1686   5678
## [2591]   2352    876    312   5788   3412   3171   2442   3442   2522   2992
## [2601]   3613   1269   4624   4806   4364  43845   3021   3795   4142    121
## [2611]    913   3963   3142   4025  10222    286    588   4222   5045  26716
## [2621]   3127   2059  75361   3642   5145   3423    410   2476  11503  13791
## [2631]   3579   4342   2235   1491   1659  19600   2502   4650   2383   3892
## [2641]   5541   1371    759   2181   2492  42483   1134   2343   2176   2521
## [2651]   2791   3319   3558   3419    817   4538    522   3649    694   3552
## [2661]   6082   1044   2137    738    454   2829   4079     28   6575    360
## [2671]  74599   4330   4999  23123   4692   5573    510  22365    252   3226
## [2681]  79838   2593     81    425   3973   1422   3086   3828   5388    570
## [2691]   1796    577   3658   3030   1985   1959   3852   4615   1603  18553
## [2701]   3974   1179   1586  20841    150   3521   1715   2113   1476     23
## [2711]   3075   2065    838   5585   4518   2906    345   1963   1260  92520
## [2721]  22548   2533   3547    808   6633   5505   1490   4598    158   3916
## [2731]   3874 428773   2934   1762   5444  54229   2157   4048   3409    552
## [2741]   1520   1795     99   2282   1429   3019    512   5548   1389   3526
## [2751]   3910   5973    393   2413   7902   2167   2858   3061   1351   1878
## [2761]   4178   4007  22953   2117   5543   3678   4275   3570   2920   3969
## [2771]    864    118    559    174  20155   2921   1483   1956   1619   6046
## [2781]   5049   4521   4502     55   1889   1091   2760   4150    615   5262
## [2791]   1671   5018   4946   1713  24413    398  18460  13333   1728   4887
## [2801]  19333  25914   4050  22072   2314   5888   2183    705    561   3617
## [2811]   2991   6308   2776   1457 412207   1789   4074   4445   5245   4020
## [2821]   3016   1087   1428   3447   1459   1591   2742   1597   4350   2731
## [2831]  11743    687   2320   3934   1755    635   3162   2252   1308    386
## [2841]   3950   1180   2164  87957   1282 105683   3366     94  85162   1990
## [2851]   2441   4272  53960   4847   1861   2398    539   3048   4669   2705
## [2861]  84160   1656   2277   1271   1052  22952   3420   3791   5229   2804
## [2871]   2638   3691   6752   6505   1238   1005   1521   4196   3354   4910
## [2881]   3099   1300   2764   1477   1988   1043    549   5167  11150   3436
## [2891]   4752   1954   4944   1792   5183   4099    580   1714   2994  75125
## [2901]   4765   9862   1752  99503   1146   4211   1150   3193   1192    740
## [2911]   1186   3108   2245   1394   1444   1114   1776  40787   2172    246
## [2921]   4306   2257   2408   2547   1513   1174    513    279    767   3897
## [2931]   4653     76    469  55138   4930   3066   1601   4089    358   4519
## [2941]    564   2700   3967   2145 421062    683    285   1669    722   3655
## [2951]    170   3006   1530   5248 404715    441   2459   3819    576    785
## [2961]   5058   1160   3686    990   5398   1103   5440   5255   1163   3295
## [2971]   4874    651   3796   2841   2713   3199   4203   2589  28059    728
## [2981]   1516   5295   4467  12004    196   4875   3140   1088  36018   1950
## [2991]   3497   3821   4116   1991   5216   3928    768   2818   2253   2177
## [3001]    775   3738  10301 151150   2759   3063   1678   5278   1478   3739
## [3011]   3279   3235    234   3273   1880   4236   2882   5078   3407   4338
## [3021]    102   2436   5752   4918   4290   5863   2402   2503     82   1232
## [3031]     86   2297   3468   3331   2072   3342  91148   3760  36339  16275
## [3041]   1096   3382   2588   3453   2885   3671   1679   4926    943   3291
## [3051]   1710   3600   3197    328    674   3582   2806  14061   2740   2926
## [3061]    883   2488   2062  83839    173   3553  17558   4750   5702   2925
## [3071]   1212   5070   3938   2121   3376    165   3935  19437   5253   2361
## [3081]   3452    426   2184   1344   1435    678   2010    354  63430   1358
## [3091]   1668   4298  73686   1330   2642   3194  90672   2636   2387   4105
## [3101]   2363    529   3384   3243   1047   2600   2289    156   2736   5780
## [3111]   1556   4763    218  24536   1181   3955   2254   1339   5353   3887
## [3121]   1061   2313    307   5991   1204  62229   5029   1265   2027    379
## [3131]   1946   5394   5166   4268   2058   1425   4533     88   4067   4542
## [3141]   3025   1294   3123   4716   2035   4056    998   5069   4820   4279
## [3151]    375   1162    975   4397    220   4108  24092   2762   1855   2849
## [3161]   4230   3689   1677     70   2312    411   3471   5184   2123  26125
## [3171]   3350   3622   1417    585   5196    663    447  20787    807   2308
## [3181]   5805 101159   8963   4513   2381   4373   1436   2409    597    402
## [3191]   1548    842   1544   4570   2627   1537   3619   2390   4642   5108
## [3201]   4462    407   3886   1750   8462   3100   1285   2239   2424   4316
## [3211]   3517   4380   5039   3784   4768   3627   3310   3844   5128   2349
## [3221]   4315   3247   1331   1290  67296   3789  22034   1045   2964   4331
## [3231]   5940 112483   1198   5734   1035   3556 128236   4659   2179   4849
## [3241]  17794   2264   4839  30146    551    737   6519   2047   1749    671
## [3251]   5227   2273   2418 397360  87861   1128   5966    899   1237    112
## [3261]    287   2651   1189   3154 192494   4344    117    329   2852 139451
## [3271]   2789    257   6036   2902    993   3047   3999   1830   4121  28315
## [3281]  25567  27749   2173   4458    905   1423   2362   1891   3665  32899
## [3291]   4468   4111   1937   3215   1612   4253    505   5713    346     69
## [3301]  11724   4305  81614    187   3614  12231   2660  14912   2096   3626
## [3311]   2305   4989    140  12597   2403   2714   3676   5784  42144   1474
## [3321] 108074   4182   1143   4767    172 139418   3187   1729   4218   2162
## [3331] 173070   1467  14832   1569  11041  23151    991   3077  37432   3289
## [3341]   2796   1437  27073    191   3772   2879  42733    575    440   3217
## [3351]    618    221   4254   2761   1405   5283   9535    832   5557   3680
## [3361]   3855    232   3674   1578    972   1630   4888   3071   2032   1020
## [3371]    871   4120   1526    371   4296    256   3469   3975   2960   4525
## [3381]    851   5620    882   3983   3512   1632   2429   1448   2209   1577
## [3391]   2166   5685   6509   1982   1910   2346   5998   1865  15082   5202
## [3401]   3692   3169   2722   7991   1785   2495   1152   2951   4389   4774
## [3411] 206389   2765   5344   2576  29369   3383   1090   5715   5419   7739
## [3421]    782   3835   5102   3333   5758   5584    889  16704    847    151
## [3431]    500  23703  55730    565   3778   3328    359   5566   3798    125
## [3441]   2116  26692   2068   1519   1774   2981   3357   1092   3536   5011
## [3451]  24399    291   2220   4871   1443   5192  29938    383  25108    959
## [3461]   2978   4473   4606   4928  50270  61191   7359   3346   3564   2917
## [3471]   2270   1782  23833   1987   1028    596   4672   2649    688    245
## [3481]     95   4292   4021   3816   3283   4161   2957    209   1765   5774
## [3491]  14858   2461    925   3278   4712 100790   4318   4432  11391   4475
## [3501]   2794   4243   2598   2265    258   3347  78853    515    715    794
## [3511]   3813  95849    195   3837    494  22840   2507   1450   3116   3565
## [3521]    135    136   4507   1026   4759     32   3119   5598   5073    567
## [3531]  85264   5054   3017   3857   2108  13047  15159   2202   2354   4405
## [3541]   1283   1915   5114   3964   1231   3365   2716 129601    321   3200
## [3551]   4256   2664   4269    831   4353    377   5710   4512   2460   3832
## [3561]   2373  11843   5144   4493   4947   2500    396   4030    212   2038
## [3571]    280   3415   2192   3426   4233   2712  34346   2864   5088   4556
## [3581]    350  43102   9402   4206   2338   2169   2022  36957   1147   2644
## [3591]  11995   1008  20146   2006   7285    431   4374    343   4345   3599
## [3601]   2428   1674    900   5331  10413   2512  15087   5644    901   4147
## [3611]   6015   1596   6016   3767   4383   2430   2029   3297   3766 120442
## [3621]   5523   7880   1111   2585    160   2711    675    339   4216 127234
## [3631]   1553   4341   5056   5065   5965    267   1440    753   2615  22546
## [3641]   1247   1884   4937   3810   1859   1356   5508   2071 106342   3182
## [3651]   4742   6213   4979   4705   5443   2094    783   4359   3135   1311
## [3661]   2458   2080   5160   4101   4016     15   2703   3191   5291   2439
## [3671]   8804    952   4490   3343   1918  15125   2968   5624     97   2416
## [3681]   3486   3687   3219   8355   1962   3067   3488   1909   4776   3982
## [3691]   5137   2911   4213   3574   2990   2376  14756   1487   4785   4333
## [3701]    742   5592   5956   2814   1067    240   2800   2501    506   1213
## [3711] 116429   1050   4139   2590 115953   2562   1387   1191   3703   1109
## [3721]  17589   1277   5186   4691  22126   4784   4110   1365   2983   2124
## [3731]    726   1908   4790   4679   1241   1718  32250  24801   3740   5334
## [3741]   4554   2356  15818   3903   1275   6422   1793     31   2040   2291
## [3751]   3391   2199    797   3646   1611   2433    593   1078  74815  86063
## [3761]   4509   1226   2107   2539   1545   1595    295  64186   4755   4848
## [3771]   2584   5426   3231  23381   2275   4566  14910   5406  70115   3458
## [3781]    845     50   3082    778   2530    751    299   5482    442   4406
## [3791]   3633   1494 106940   1593   1263   3949    667   1080     34   1604
## [3801]   3906   3708   2973   5723    560   1797   5313  25923   3918  11435
## [3811]   2558   2298   5432   2222   1170   8646   4205   3700   4687   2268
## [3821]  15586   3907   3406   2331   1439   2000   1455   1138   1916   2295
## [3831]   3583  98210   3804 251967    233   3475  11648  97234    776   7261
## [3841]    309   3782   4433 120097   1361   4137   2304   2079   1860   3971
## [3851]   4398  29560  50240   4829   1711    926  16748   1693   1585   1598
## [3861]   3527    424   2729   2709    668   2893   3462   1407    859   2655
## [3871]   1558    461  27195   4517  28871   1281   4778   2088    282   3445
## [3881]  16378  32057    628   4970   2271  37413   4064    670    571   4481
## [3891]  15205   5939   4228   2197   3156   4370    698   1030  15190   1794
## [3901]   3933  23197   4375   3493   2780   3237    848   2965   4264   2407
## [3911]  99863   1471   4107   2322   6466   1095   3379   2717   4761   4547
## [3921]   1104   3995   2972  67550   2143  14789   3491   1636   2149   4872
## [3931]   1589   4492  14010   2175  16733    686    599    919    281   3611
## [3941]   3241   4392   5082     14   1317   3368  52028   5141   4805   2394
## [3951]   4251   6475   3715   3481   2725   1773  19660   4072   6661   1364
## [3961]   6107   8577   2666   4347   3145  68236   3986    225   4426 355726
## [3971]   1461   5534   1059   3011   5033   4625    792   3008   9054   4758
## [3981]   1580    530   5172    780   2891   5374   3623   2385   3672   4417
## [3991]   3945   3704   1731   1304 256392   3884   4686   2306   1009   1340
## [4001]   1618   4706    837   2738   3157   4696   5400   3911   6122   4818
## [4011]   2692   3929   4994  11088   4558   4334   4634   4996  33187   4827
## [4021]     21   2453   5401   4378  24139    712   5531  28850   3717  86764
## [4031]   5210  17322   2639  21585    701  20608   2541   1664    341  44618
## [4041]  10337    476   1942    828  29248   1037  67276   3087   5879   1142
## [4051]  13686   4271   2046   4629   4876   2936    827   3670   3312   1655
## [4061]   2102   2452   4059    404 129897   3402   2767    754   4402   2599
## [4071]   1135 366691  14083   4719    606 105737    465   2534   4963  28350
## [4081]   6798    427   5050 139221   2229    948   2743   3080   3000   2250
## [4091]   4896   1631   3807  29086   2204   3580  17692   2790   2129  35703
## [4101]   3435   3177   3015   5211   3224   5605   3841   3573   2319   3437
## [4111]  51254   5450   2498   3535     89  42168    315   3651   4207   3253
## [4121]  22417   4428  95250   2255  56385   6440    656   1716   3084     96
## [4131]   3787   2807   1590   2832   3446   3257    272   3325   1116   1133
## [4141]    182   3335  36928   2013   3064   2156  10399  20644   1049  46280
## [4151]   2838   4862    303    857   2348   4061    795   1349   4200  65207
## [4161]  10273   1784   3586   3531   1892  27484    695   3218  86312   1676
## [4171]   3511   4192   5312    984   6159   6631   4617   2226   5129  15777
## [4181]   3104   1032  15964   4515   2201   1617 100771    820   9614  23970
## [4191]    269   5015    617    161  31502   4943   3793   2961   4851  25094
## [4201]   1650    167   1673    664   3750    435   1168   5902   1289   4548
## [4211]   1066 246398   2224  30328 108183    897    215   3494   7994   5446
## [4221]    348  20967   3952   4485  60186   4954   5640  62408   6138   5626
## [4231]   4155    260    432   3895   3029 326338   1328   3572   1343   2321
## [4241]   3396   1658   2470   4688   4895   1841   5467   2256    846   1833
## [4251]  28979   5905   2417   1739   4255    761   3293   3847    601   4094
## [4261]  37855   1821  23824   2811   3917   5629   5942   2565   1835   3068
## [4271]   1398   6551   3147   4553 130259   6060  82173   5978   5628   2606
## [4281]    750   3681    642  11555   3961   2877   4796   4618    646 113215
## [4291]   4681   4033   3657   6229 106968   3451   4987   2493     72  30859
## [4301]   1500   5656    437   4500   3996   1912   2728   1173    157   2758
## [4311]   1973   1362   3543   1225   3846   2756    217  59255  59742   1642
## [4321]   3865   3762   1502   2186  53966   3117  20571   1639  29233   7046
## [4331]   4024   1069   3879   4151 102677    966   6259 104647   5914   4529
## [4341]    228   2037    733     38  90161    941    830  14600   5105   3853
## [4351]   2827   4621   1524   3621   1489   2400   4352   5306   3682   3809
## [4361]   2987   3808   1514   3650  49065   2833   5237    556   3644   3699
## [4371]   8789 108115   5224   5806    826   4961   1140   3947   1997   1607
## [4381]  34677   6034 110269   1907   4308   6318    893 135656    369   5270
## [4391] 120925   3230    523    193  48821   4565   4414   4193    319  23191
## [4401]  10795   6206    933   1249   2823  15052   5826   2475  39573    480
## [4411]   3706   3637   4781   1404    236   5042   5085   1381 121550  97122
## [4421]   2077   3398   3625   2919   1315   4304   4788   4728   3088   1262
## [4431]   1661   3567   5959   1244 134470   4010    392   5428  31005  22645
## [4441]   1934 105016  20988   1622   1902   5171  20583    154   4039   1994
## [4451]  33570   2242   2986   3114  95308   6918   4382   3758  53821   4231
## [4461]  61240  27001   1637   3136   1705  28992   4122   5009     58   2552
## [4471]  58990   6446   3327  17068    227   4607   5133  86138   4068    550
## [4481]    101  11007  13524    823  17143   3320    858   2613   3271   2120
## [4491]   3232   3905   3506   3585   5206  39727   7477  30172   1081 131192
## [4501]   4783   1699   2078    244    608   6120  21797   2997  98447   2914
## [4511]   2942   3428   2435   3372  18207   2680   4859   6044   4459   5369
## [4521]   2127   1875   4721    238   4070   5175   4471   3677  13242    821
## [4531]   2687   3170     53   4852   3410    344    468   5089    903   2630
## [4541]   2805   1523   4054   5951   5322   9525 115700   1775   1967  34632
## [4551]    335   9709  34136   3956    931   2702  70952   4078   2538   4626
## [4561]    356  21849 110713   4026    296   6782   5540   5960 109850   2570
## [4571]  94579   5484   3823  15626   5197  17711   3562   3522  26494    408
## [4581]   4336   4632   1013    799  42683   1406    490   5575    630   3976
## [4591]  10865    265  13539  34788  11713    790  28826  78199   3797   3811
## [4601]   3743   1155   4189   8387   4346   4423   4128   5837   2872   2635
## [4611] 461527    806  13139  15982     47   2834    108   1288   1727   1930
## [4621]   3292   3362   1568    458   3589   3480   1102   5132   5511 364436
## [4631] 125220   1803   4049   3234   3473   4466   3165   2820   4172   6137
## [4641]   1744   4878   2463   7609   7778  34829 124220   4973   4697   2550
## [4651]   2842  19712   4578    390   6115   2971   5641   3802   5228 213548
## [4661]   2132   4536   1683   1279   3467   3038   3978   1254  18934    449
## [4671]   4112  95621 110691    744   2699   3148   1844   3109   4427   2023
## [4681]   2784  84235   1786  69956  14181   1054    703   3149   2318   1345
## [4691]   3643   2484   2966   1338  16752  31841   3555   1742   1465   2989
## [4701]  82845  21436   2801  96629    208   4335  11928    887   5052   4980
## [4711]   1403  12248   4596   1299   5032   3121   3054   3922   2210   5096
## [4721]   2946   4726   4522   1510  77625   2118   2894    301    626 116246
## [4731]   3367  16005   1567   2668   3092   1075   6027   6492   2119   6748
## [4741]   5349  11979   3203   1862   1188 108583   2792   8832   5761   4532
## [4751]  20526   2535   1286  11337  92407    537   5179   1882  29868    460
## [4761]   4144  24534   3344   5367   2471   2564   9120   1131   1575    391
## [4771]   5453  77564   6039   5235  57070    127   3397   5185  22399   2330
## [4781]   4619   3369   3051   1366  69036   1445   4812   5876   5536    702
## [4791]  47866   3698   4700   4131   3577   3858    989 119016   4869    699
## [4801]  98170  47123   3818   1920   1895  15896   3309   2809   4450   4546
## [4811]    316   3720   1253   7453   1295   5019   2513   4903   4809   2855
## [4821]   3501   6590  33054   4052   9642   5618   4816   4951   2003   2883
## [4831]   6041   2473   2556  23088   3919  30662   1919   2907   5658   4823
## [4841]   2371  71602   4076 547172   6646   1218   4831   1790   2451    474
## [4851]  54858   4832   3695   5669   4714   2923   1576  19686   2231   1665
## [4861]   3269   5207   4870   1462   3315   3744   3790    763   1234   1981
## [4871]   6051   5958   5092   3544 140948   4978   6794   6366   6130  52359
## [4881]   1094   4171   3653   2802   5614   3474   2706   2529   5298   5169
## [4891]   4124   1613   4469   3915   4678   1355   3568   2301  47094   2019
## [4901]   3719 145600   2848  20412   4015    994    313   4416  14968  12450
## [4911]   4073   2819   1012    863   2810   4173   9739  45188   3112  19024
## [4921]    489  16220   1273   2136  66319   2344   5002   9255   4817   4683
## [4931]   2826   5364  14809   6181 135548    874  20174   3769   2249  29201
## [4941]   3560     64   4301  15827  19143   5136   2695   3943  24966  88939
## [4951]   2734   1098   3939   6351    237   3799   2505   3737   4636   6118
## [4961]   2772   3525   4819   5119  26238  12153   4022   3134   2208   1246
## [4971]   4882   4387   2526   5984   1402   3569   2924  63422   2406   5853
## [4981] 150963   5824   1321    935    583  30441   5378   2212  17647  19813
## [4991]  10579   2011  11284   5470   3479    641   6057   1616   3722    462
## [5001]  27873   8947   3759  30673   4157   4136   4221  25078    980  59816
## [5011]   4601   4319   4894    179   3709  24942   2276   4555   2160   5908
## [5021]   1352  63731   4018   3606   5871   3371   2993   3834   5786  28891
## [5031]  18758   2737 278152   2404    924   5356   3749   4174   1554   3105
## [5041]   4873   1966   1565   3563   5157  15097   9949   8100   1557    748
## [5051]   5954    719  28027   3630   2840  17952   2370   4501 105202   2568
## [5061]   2718   2679  14488   5654  77162   1167   4240   5247   4584   3340
## [5071]  19423   1068  14047   2578   4425   1629   4922    207  18801   7015
## [5081]   2193  94644  26901    249  93173   2881   9653   5359   6284 104317
## [5091]  16398    423   7242   3023  17838  27752   5630   5044   3977  66191
## [5101]  94603   1046   4208   5275   5208    400   6768 122255  22558  92780
## [5111]    730  19023   2744 100377   5076   6262  20916   4724   8938   2980
## [5121]   4100     90   1845   4877    471    762  13763  31378   1322   4663
## [5131]    896   5297 151090  13012   3356 128164    852    988   5789  17057
## [5141]   5459   4567   1863  88326   1977   4415   5292   1199   2018   1815
## [5151]   5225     65  25255   5819    493   4202   3443   2292   1733   5617
## [5161]   2494   3881   3901   6170  26592   4802   4436   3768   3326   2401
## [5171]   4028   1410   4348   5284   1399   6054   1205   4497  28007  13572
## [5181]   3718   2910  11859   5670   5337   3714  15325   8280   4527  19230
## [5191]   4091 317150 133132   4152   4711   4984  14581   4929    725   4249
## [5201]   3785    904   2629   1302   5405  59391   1123   4682   4941   1605
## [5211]   2393 579004   1649   1843   9151  27863    892    735  37938  40331
## [5221]   2244  18109   5000 108596  13790   3098   1703   4595   4446   4885
## [5231]   4720  19526   6394   3222   2890   4779  70050  14360   5686   5990
## [5241]    587   2489   1357   5735 145671   6272   4395   3755   4657  18958
## [5251]   1335   5810   3337 104636  84074   9985   3516   2419  90532   3251
## [5261]    669   5273   6237   3349 101941   4472   2134   3042   2048     66
## [5271]     59   6123   5422     83   3070   3341   4707   9268   5749    445
## [5281]   5766   5053    370   1053   4988   5280   3299   2571    788   1396
## [5291]   4474  23239   1651  18489   3634   4114   4680   3864    428   4146
## [5301]   1158   8824  79290  18644   2302   3400   1694  95941   2214   5332
## [5311]   2572   4175   5028   3742   3502   3878   2152  57424   6522  12333
## [5321]   4149   2189   5027   5113   2657   4168   3444  26537   4184   4411
## [5331]   4846  30908  35727  23087   3262   5373    382 131738   8441   3632
## [5341]   5345 221303   1182    132  21642  86699   5293   2241  91386   5264
## [5351]   6056   5126   3001  35169   5311  29475   2230   3549   9850   1007
## [5361]   5794   5336   4082  33626    934   8808   4850   3859   1266   3113
## [5371]  25158   1633  10641   1397    676   4170   2551   4972    277   3259
## [5381]  25436  56351   3877   5201  10512  87792   3900   3776   1107    401
## [5391]  10504   5931   4986   5246   5411   4355   4791  23694 118659   2350
## [5401]  88234   5097   6698   3505  10738   4552   7795   5674   3482  24124
## [5411] 147945   4751   5006   2625  55693   2860   1952  26822  23581   4745
## [5421]  27239 115603   3377    300   4735 132142   1707   4658   4160   3734
## [5431]   4169   6476   5673  11416   4549   5921   5778  64804   2218  29163
## [5441]   1819  48897  62632   3076   9105  10046   2949  20687   4340   2283
## [5451]  62306   4162    394   5328   5176   5776   4739   6315   5831   1818
## [5461] 131972   5038    602   2287  21480  69615  14009    164   4855   5560
## [5471]   4167   4523   4237  31461   2574   2637 135173   3609    353   4919
## [5481]   7659   2766 268819   4611 106606   4003   2045   1119   2873   1532
## [5491]   5165   1675   4285  10689 162245 119318  77261  17757  67753   6215
## [5501]   2645   4283   2110   5403   3822 132587   2768  61504   1071   4594
## [5511]  17386   2656 131829   5874   2785    973   6234  10227   4125   5561
## [5521]   6998   4563   3500    745   4923  31830   3056   1511   5220   2104
## [5531]   4640  19117   3889   1579   5098 124465   4260   3909   2515   4177
## [5541]   4113  17521  13917   1184  16222   3752   3538  77923  16363 111502
## [5551]  60523   2469   3242  22576   3513   2647   4620  91451   2544   2773
## [5561]  42529  26503   6001   5971  34116   2531   2420   3270   6200   2976
## [5571]  22516  10115   7553   1964   3024   4540  22125 437064   1940  87388
## [5581]   2661   9349  45807   1239    544 124464  83186  19177   4656  10841
## [5591]    856  10644  11811   5870   7118  45045   4982   1623   3679  13955
## [5601]   4740   2075   3487     12   2612    528   5621   5037   4186    579
## [5611]   3321   4302 346352   5016   5729   5068   1384   1645   2859  46126
## [5621]    825   4288   4361   4129  42014   3152   3096  26539   5339   6569
## [5631]  34236  30881   1196   5823   5159   5490  81546  97022   5667   4811
## [5641]   4042   5555   2843   6643   4407 118196   6139    340  47794   4479
## [5651]  12539   6724  41469   3972   5057  38959   5746   4587  22618  27072
## [5661]  92482    949   3942   2153   6211  19885    331   5535   1936   1620
## [5671]    672   5309   5234  59611 117375  28035  84768   5080    891   5509
## [5681]    406   9342  13934   6097  23617   5498  24951  98336   3576   5301
## [5691]   8338  56287  30615   1541   9403 101293   3306   5107   3873  16265
## [5701]   4955  67649   3276   1825  35861   2196  11451   3495  53631   5371
## [5711]   3753   4654   4906   2392   2057   2908   2830   4969   2653  13501
## [5721] 154373   3757  28714   8545  58950   3508 310467 101444   4225 233852
## [5731] 165826   5937   1084   6911   3078    276   4080  20292  24321  57179
## [5741]  22799   4034   9304   4535   4401   4282   6052   5567   2909 102925
## [5751]   3454   4143   1125   5231   5221  28040   3303  21127  28963   1421
## [5761]   3261   2710   5091   5043   2746   5335   5392  16096   5476   5431
## [5771]   2101   4038   2262   3137  79266   3133   5808   9505 112013   1735
## [5781]   3378  84908  45044   4096   2844   8983   2876  60926   2191   4204
## [5791]  30144  14063   4470   6347  75381   4451   3126   1296   5741 195656
## [5801]   4756   1211   4354  12079  14976   5022   5489   3559    415  42998
## [5811]  16365  21636  40315   9288  75822 256640   2073  24084 142672  20791
## [5821]   3401  42444  12145   1115   5122  67441   3286  84643   6300   5967
## [5831]   4695 110206   5445   6103    590  13008   6506 125415   6417   4684
## [5841]   3322   6042   3404    355   3954 119513  20134   2168 107540   6020
## [5851]    684   5274   7607   6591   1210   7105     40   4291   5071   5468
## [5861]   7775   5827   9748  13804   4011   4179  27068   2912  10036  15680
## [5871]   2755   4084   4360  29396   3476  12795   4321  23653   3439   1788
## [5881] 264952  76161 112406 389595  46359   6148  25193 131543   6894   4957
## [5891]    305  20218    253  93525 209441  81357   5414   1609  26298  20463
## [5901]  99872   5404  31115 104262  36207   3745  13045  43630   5134  12542
## [5911]  10258  14544  14436  20536  58059  94336 146393    362   6951   1949
## [5921] 499720  91203 117975   3941   4055   2422   5649   2155   3587 142770
## [5931]     30  24655   3046   4764  21626   4966   6758    251  16198     41
## [5941]  67698  69088   5457   2697    659   5219   5001  11244   5005  72725
## [5951]   3131  21667  16425   2195  73744   2874   3153   5271   4530  13114
## [5961]  77643   5706   3373   3380   9891  19569   6037  17592  20971   5258
## [5971]  84466   5074   3485   3990   4590  45569   1969  12749   5338   3186
## [5981]  92770    357   4217  25111   4648    813   5397  15867 144576   4145
## [5991]    243 214155  39355   4835   3250   1473   6155   4363   5112   4560
## [6001]   2846  99680  10029  41551  26737  98046   3607   4815   5182  23746
## [6011] 403959   4461   4893   4841  32162   3636   5041  70082   5046   1657
## [6021]   4842   4577  16922   3727   3608   4845  33156   4976   4861   3957
## [6031]  48082   2868   1033   6586   4880   5135  17389   3307   5677 102284
## [6041]   5700   4369   2243   5491 117877   5525   4252  88751  87088  28794
## [6051]   2053  20938   5326   1201  24069 106610   4602   3851   4760   3604
## [6061]  30690   3359   6453   3668  36567 154164   5130  29728  18114  19331
## [6071]  26297   4009    311  16864   4294   5976   4904   4293  31455   7687
## [6081]  14330  14536  28006  12766   5252   3036   5682   4245  20942   2130
## [6091]   3930  75258  29672   5236  10576  32415   3927  48681   4188   4593
## [6101] 105495  22167  33837   3998 133342  22880   3675   3747 210665   4503
## [6111]   4281  17568   4043 131683   9245 367311   4343   5177  44787   4127
## [6121]   4905   5013  71103   5034  12554   5250   5170   4958   4014   4410
## [6131]  10107  46563   3228   3204  39799  34312   8003   4616  21629  72975
## [6141]   4913   3005  22195 110149  28587  28704  22447  73987   2487   5903
## [6151]   8511   5603  74639  43938   2937   2787   6937   3049   5376   6361
## [6161]  53634   7595   5590   5579 103110  23048   4088   4071   7457   3220
## [6171]   4833 106917  43367  62359   5477  16646   4892   5103   9895   5377
## [6181]   5920   5193   9239   2472   3748  13693  26646   3773   5925   5287
## [6191] 237266  20926  20076  44327   3904   4908 190167   4356   3946   5083
## [6201]   4609  38337   2622  23975   2542   5475   4801   5342   4166   3652
## [6211]  47616  61171  16614   4421   2646   4834  70615   5421  27959  57288
## [6221]   5692   5586 373353  13510  35719   4661  24518   5031   4464  12769
## [6231]  81392   3132  33466   4372   1206    336   2232  12590  34109   2918
## [6241]  67735   3988  25091  89179   5533   4409   2799   5460   3225 100460
## [6251]   5610  11444  15634   5021  16832  20890   5862  14526 196058   5580
## [6261]  95347   8000  29765 111687   5546   1745   2379   3871  99027   9315
## [6271]  12664   5583   4699   4351  12952  35869   4932  47001   4573  60905
## [6281]   3122   6180   4689   3185  12572   1027   8127  23335   4822  32274
## [6291]   4675   4165  76342  72520   6615  89925   3660  30710   5770  19337
## [6301]  44709  11791   4582   4384  19591   2962   4856   3390   4662   4637
## [6311]  18144  65340  94019  25149 109056  14839   5787   3594  57944  12669
## [6321]   5230   5465   1064   4860   2307   4156  25782  18940   3779  18519
## [6331]   4219   4248   3418   5026    113   5714    145  32187 126587   3701
## [6341]  14011   5767   6445   3440   4627  70824  12263   6256   1754   4825
## [6351]   3168  30715  22895   1079  30003   1292  12950 267864  22543   1800
## [6361]   4828   5968    521  46258   5408   4583   7290   3561   5833  12357
## [6371]   3430   4643   2605  55504   2775   7981   3777   1482  46716 121722
## [6381] 143660  86873    937   4914  33552    326   5881   6696   5299   5302
## [6391]   5964   3161   4754  53194   6146  38774 137264   6573  29186   4674
## [6401]   6129   4685   5898 105011   4889    263   4154  14146   3885  60303
## [6411]   5547   5321   3794  16049  16089  21897   9999   5501 119715  76723
## [6421]  56774 146713   5880  33101   3091   5067   4782  64632  17641  12587
## [6431]  14233   2135 147088   3595   5239  73571   4694   5923  80835   5358
## [6441] 212573   1816   6055   4454  89435  91288    841   6738   5047 165502
## [6451]  10814  25219   7110   9053   2051  19810   2580 386278   4807   1314
## [6461]  15380   3288   5736 262246  19825 108435   6216   4002  13339 296252
## [6471]   6776   4006 121515   4141  25920   5285 124534  17578   2892   5589
## [6481]  76069  18190   5471  16845   5265  40733   2817   6644   9306   5416
## [6491]  70702  95737   2815   7155   4362   4443  11485  21451   4933  33778
## [6501]   7262   6630  71918   5732   4981   4557   5795  25971   3492  58550
## [6511]   4592   2995   1653 102516  26600   4795  18930   4486  83098   3324
## [6521]  54548   3965   5194 106382  17270  23534   4000  27957  11072   3499
## [6531]   3141   3596  74693  26784   7400   3890   5310   4051 252121  49693
## [6541]   4404   4925   5209   3294  30305 122760   5718  18551   3661 108132
## [6551]   2853 104910  20331 138797   4725   3192  21674 119168   8474 252500
## [6561]   5993   4708   1831  20261   4435   6543   3316 581468 116630  70245
## [6571]  46152 122064  25904 120148   8366  22649   4086  18167   3870   5402
## [6581]   3981  37986   5454  22009  30724   8052   2335 128666   5162    152
## [6591]   4199   4317  50854  31075 217717  24850  11013  55047  87661   5771
## [6601]  31730   9559  44013  88622  75880  29448  55914   8503   5305   3683
## [6611]   5943  14578  23246   4452  15143 122114  19283 245673 112786   4998
## [6621]   4224  28082  10451  26549  19552  32524 135268 241162   3800   5828
## [6631]   8899   6091   4866  54356  86026  29736  25936   2982   3417   5750
## [6641] 236220  90320   9857  89379  10137   5839   6797  14944   4053  15003
## [6651]   3040   3457  48469   7828  11136  15150   6410   5933   3610   4482
## [6661]   5059  43580 113592  22533   5588 338605   5799  29528   3507   4575
## [6671]   9317   4748   6407   4902  12386  20315  50031 252242   2783 131070
## [6681] 128655 602069    624   5652  79645   4927  32966 249622   8767  14593
## [6691]  27673   6729   4844   4858   4197   6077  45284   4309   5362   3775
## [6701]   1240  95881  46735  11447   4864   4718  55812   5294  92290   3728
## [6711]  86883  72079  97391 103331  90282  11917  19837  49374  36722  37175
## [6721]   4890   3713  20815  64658   3989   4591   4780  66948   1298   3741
## [6731]  17388  58630   5911  41517  45505  21414   6277  10341 108724  12944
## [6741]  96042  18629   9697   6607  82211 109428   1431   4865   2628  12217
## [6751]   3003  15138  30722   1759   4911   7528  32723  18939  23324   3464
## [6761]  35124   4586 247271  36511  19534   3210  15023   4736 147828  39797
## [6771]  18587  31435  19513   3264  32583  14339  21225  26903  41193  53176
## [6781]    278   6074   4605  23932   5885  13382   1120  25733   4453   5593
## [6791] 194312   5485 108945 132782  55274  69015  22104  22778 117226   9015
## [6801]   3195  29062  29434  59872  14887  32585   5619  24299   6320  18083
## [6811]   3842  67756   5762   6595  12071  21021   4898   5918 121968 173287
## [6821]   5464   6398   5199 118772  10737  21690  18699   4419   2523  25121
## [6831]  50607  30392 103058   3125   6183   4062  17251 128356  19122   6068
## [6841]   4326  27882  61546   4940   5604   5366  34706   7640   2955  17964
## [6851] 138748  11874  96907   4539   4738  25983  52711   4646   2719  21878
## [6861]   4901   5986  27264  16534  24902   6149   5348  18843   3959   4971
## [6871] 223314   5835 453142 109163 108339   9888   4060  56246  30748   5168
## [6881]   6008   8016  44382   5803   5307   3948   4277   9302  25929  21152
## [6891]   5595  16724   5218  20145  91435  90181  66273   4664   3829   6449
## [6901]  59776  15050   3926  41770  11658   4572   4534 128884    679  11254
## [6911]   4526  16207  14866   8389  16633  19608   3848   1740   4023   4017
## [6921]   2592  27981  16627   4766   5063  14269  26982  26241   3483  90178
## [6931] 157712   5139  26685  28870 104895  15307 130489   7462   5383   5118
## [6941]   5950  25237  18254  96728  11340 310628 113761  23488  11760   5497
## [6951]  10047   4676  13641  15602   5683   8822  41430  22446  22097  44307
## [6961] 459450   5689  29037  17225  21717   2777  25200   3593   5834   4437
## [6971]  75111   6102  11579  16201  31523   4429  17372  80749 129020   4286
## [6981]   5760  19041   4715   5350   5156   3921   5427  15468  12907   5466
## [6991]   4564  23612   5550  85455   4886   5480  18198  11099   5503  10004
## [7001]   5125 117494 101335  28900  33013  28098  70128  14438  10406 106056
## [7011]  11974   3301 162569  34782  91938   6109  52972  34907   2015  69331
## [7021]  31672   5104  82926   3693 109616   5173  30916   6313  71055   5061
## [7031]   4259   2954  76775   5486   3548  16216   6002  11322   6089 140990
## [7041]  34715   5150  20525  13557   3603 102571   4962  23419  16236   5615
## [7051]   5763  11866 299942  18073  57272  62401 123482   3913  41694  29082
## [7061]  68586  26906   3498   9168   4447  10913   3711  16399   4600  33210
## [7071]   4830   3629   8498   4800   5596 100033  59581   4250  30637  19911
## [7081]  27783  72173 138563  10762  28730   5380  82953  20826  53376  89016
## [7091]   6691   4075   4561  96022  26031   9489   5892  23942   5900  17337
## [7101]  28199  72892  24335  48785  40224

Let’s check the count of each unique category in each of the categorical variables.

library(ggplot2)
ggplot(visa,aes(continent))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

Most of the applications in data are from Asians followed by Europeans.

ggplot(visa,aes(education_of_employee))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### Most of the applicants have a bachelor’s degree followed by a master’s degree.

ggplot(visa,aes(has_job_experience))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### Most of the applicants have job experience and do not require job training.

ggplot(visa,aes(    
requires_job_training))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### Most of the applicants have job experience and do not require job training.

ggplot(visa,aes(    
region_of_employment))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### Most applicants have their worksite in the Northeast region of the US.

ggplot(visa,aes(    
unit_of_wage))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

* Unit of prevailing wage is an important factor for differentiating between a certified and a denied visa application. * If the unit of prevailing wage is Yearly, there’s a high chance of the application getting certified.

ggplot(visa,aes(    
full_time_position))+geom_bar(aes(fill=case_status))+
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### Most of the visa applications are for full-time job positions.

ggplot(visa,aes(    
 case_status))+geom_bar(aes(fill=case_status))+theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))

### The target column case status is imbalanced with many applicants having a certified visa.

visa.numeric <- visa[, unlist(lapply(visa, is.numeric))]
corrplot::corrplot(cor(visa.numeric), method = 'color', order = 'alphabet')

corrplot::corrplot(cor(visa.numeric), method = 'number') 

#### there are no correlation between numeric variables ## check the outliers

par(mfrow=c(2,2))

boxplot(visa$no_of_employees)
boxplot(visa$prevailing_wage)
boxplot(visa$yr_of_estab)

- There are quite a few outliers in the data. - deleting outliers

detect_outlier <- function(x) {
 
    # calculate first quantile
    Quantile1 <- quantile(x, probs=.25)
 
    # calculate third quantile
    Quantile3 <- quantile(x, probs=.75)
 
    # calculate inter quartile range
    IQR = Quantile3-Quantile1
 
    # return true or false
    x > Quantile3 + (IQR*1.5) | x < Quantile1 - (IQR*1.5)
}

# create remove outlier function
remove_outlier <- function(dataframe,
                            columns=names(dataframe)) {
 
    # for loop to traverse in columns vector
    for (col in columns) {
 
        # remove observation if it satisfies outlier function
        dataframe <- dataframe[!detect_outlier(dataframe[[col]]), ]
    }
 
    # return dataframe
    print("Remove outliers")
    print(dataframe)
}
visa1<-remove_outlier(visa, c('prevailing_wage', 'no_of_employees', 'yr_of_estab')) 
## [1] "Remove outliers"
##         case_id     continent education_of_employee has_job_experience
## 2        EZYV02          Asia              Master's                  Y
## 5        EZYV05        Africa              Master's                  Y
## 6        EZYV06          Asia              Master's                  Y
## 7        EZYV07          Asia            Bachelor's                  N
## 9        EZYV09          Asia            Bachelor's                  N
## 10       EZYV10        Europe             Doctorate                  Y
## 11       EZYV11          Asia              Master's                  N
## 12       EZYV12          Asia           High School                  Y
## 14       EZYV14          Asia            Bachelor's                  Y
## 16       EZYV16          Asia           High School                  Y
## 18       EZYV18          Asia              Master's                  Y
## 19       EZYV19        Africa              Master's                  Y
## 20       EZYV20          Asia             Doctorate                  N
## 21       EZYV21          Asia              Master's                  N
## 22       EZYV22 North America              Master's                  Y
## 23       EZYV23          Asia              Master's                  Y
## 25       EZYV25        Europe             Doctorate                  Y
## 26       EZYV26 North America              Master's                  N
## 27       EZYV27          Asia            Bachelor's                  Y
## 28       EZYV28          Asia           High School                  Y
## 29       EZYV29          Asia              Master's                  Y
## 30       EZYV30          Asia            Bachelor's                  Y
## 31       EZYV31          Asia              Master's                  Y
## 33       EZYV33          Asia            Bachelor's                  N
## 34       EZYV34          Asia           High School                  N
## 36       EZYV36          Asia           High School                  Y
## 37       EZYV37        Europe           High School                  Y
## 38       EZYV38        Europe              Master's                  Y
## 40       EZYV40          Asia              Master's                  N
## 41       EZYV41          Asia            Bachelor's                  Y
## 42       EZYV42          Asia              Master's                  Y
## 44       EZYV44 North America              Master's                  Y
## 45       EZYV45          Asia           High School                  Y
## 46       EZYV46        Europe            Bachelor's                  N
## 47       EZYV47          Asia            Bachelor's                  Y
## 48       EZYV48          Asia           High School                  Y
## 49       EZYV49          Asia            Bachelor's                  Y
## 50       EZYV50          Asia             Doctorate                  N
## 51       EZYV51          Asia            Bachelor's                  N
## 52       EZYV52          Asia              Master's                  Y
## 53       EZYV53          Asia            Bachelor's                  N
## 54       EZYV54          Asia           High School                  Y
## 56       EZYV56          Asia              Master's                  Y
## 57       EZYV57        Europe            Bachelor's                  Y
## 58       EZYV58          Asia            Bachelor's                  Y
## 59       EZYV59        Europe            Bachelor's                  N
## 60       EZYV60          Asia             Doctorate                  N
## 61       EZYV61          Asia              Master's                  N
## 62       EZYV62        Europe             Doctorate                  Y
## 63       EZYV63          Asia           High School                  N
## 64       EZYV64        Europe            Bachelor's                  Y
## 65       EZYV65          Asia              Master's                  N
## 66       EZYV66          Asia              Master's                  Y
## 67       EZYV67 North America            Bachelor's                  N
## 69       EZYV69          Asia            Bachelor's                  Y
## 70       EZYV70          Asia              Master's                  Y
## 71       EZYV71          Asia           High School                  Y
## 72       EZYV72          Asia           High School                  Y
## 73       EZYV73        Europe            Bachelor's                  Y
## 75       EZYV75        Africa              Master's                  Y
## 76       EZYV76 North America            Bachelor's                  N
## 78       EZYV78          Asia            Bachelor's                  Y
## 79       EZYV79 North America              Master's                  N
## 80       EZYV80          Asia           High School                  N
## 82       EZYV82          Asia              Master's                  Y
## 83       EZYV83          Asia           High School                  Y
## 84       EZYV84          Asia            Bachelor's                  Y
## 85       EZYV85          Asia              Master's                  Y
## 86       EZYV86          Asia              Master's                  Y
## 87       EZYV87          Asia           High School                  N
## 88       EZYV88          Asia           High School                  Y
## 89       EZYV89          Asia            Bachelor's                  N
## 90       EZYV90          Asia            Bachelor's                  Y
## 91       EZYV91          Asia           High School                  Y
## 92       EZYV92 North America            Bachelor's                  N
## 93       EZYV93          Asia            Bachelor's                  N
## 94       EZYV94          Asia           High School                  N
## 95       EZYV95 North America            Bachelor's                  Y
## 96       EZYV96          Asia              Master's                  N
## 97       EZYV97 North America            Bachelor's                  Y
## 98       EZYV98 North America            Bachelor's                  Y
## 99       EZYV99          Asia           High School                  N
## 101     EZYV101          Asia              Master's                  Y
## 102     EZYV102          Asia              Master's                  Y
## 103     EZYV103          Asia            Bachelor's                  Y
## 104     EZYV104          Asia             Doctorate                  Y
## 105     EZYV105          Asia              Master's                  Y
## 106     EZYV106 North America             Doctorate                  Y
## 107     EZYV107          Asia            Bachelor's                  N
## 108     EZYV108          Asia            Bachelor's                  Y
## 109     EZYV109          Asia            Bachelor's                  N
## 110     EZYV110          Asia            Bachelor's                  Y
## 111     EZYV111 North America           High School                  Y
## 113     EZYV113          Asia            Bachelor's                  Y
## 114     EZYV114 North America           High School                  Y
## 115     EZYV115          Asia             Doctorate                  N
## 116     EZYV116          Asia              Master's                  N
## 117     EZYV117          Asia            Bachelor's                  Y
## 118     EZYV118 North America              Master's                  Y
## 119     EZYV119          Asia            Bachelor's                  Y
## 120     EZYV120          Asia              Master's                  N
## 121     EZYV121 North America              Master's                  N
## 123     EZYV123          Asia             Doctorate                  Y
## 124     EZYV124 North America              Master's                  N
## 125     EZYV125          Asia              Master's                  Y
## 126     EZYV126 North America              Master's                  Y
## 127     EZYV127          Asia           High School                  Y
## 129     EZYV129          Asia            Bachelor's                  N
## 130     EZYV130          Asia            Bachelor's                  N
## 132     EZYV132          Asia            Bachelor's                  Y
## 134     EZYV134          Asia             Doctorate                  Y
## 136     EZYV136          Asia              Master's                  Y
## 138     EZYV138          Asia              Master's                  N
## 140     EZYV140          Asia              Master's                  Y
## 141     EZYV141          Asia              Master's                  N
## 144     EZYV144          Asia             Doctorate                  Y
## 145     EZYV145          Asia            Bachelor's                  N
## 146     EZYV146        Europe            Bachelor's                  Y
## 147     EZYV147        Europe            Bachelor's                  Y
## 148     EZYV148          Asia              Master's                  Y
## 150     EZYV150          Asia              Master's                  N
## 152     EZYV152        Europe              Master's                  Y
## 153     EZYV153          Asia           High School                  Y
## 154     EZYV154          Asia              Master's                  Y
## 155     EZYV155        Europe           High School                  Y
## 156     EZYV156          Asia             Doctorate                  Y
## 157     EZYV157          Asia              Master's                  Y
## 158     EZYV158          Asia             Doctorate                  Y
## 161     EZYV161        Europe             Doctorate                  Y
## 162     EZYV162        Europe            Bachelor's                  Y
## 164     EZYV164          Asia            Bachelor's                  Y
## 165     EZYV165          Asia              Master's                  Y
## 166     EZYV166          Asia              Master's                  Y
## 167     EZYV167          Asia            Bachelor's                  Y
## 168     EZYV168          Asia           High School                  Y
## 169     EZYV169          Asia            Bachelor's                  N
## 170     EZYV170          Asia              Master's                  N
## 171     EZYV171        Europe            Bachelor's                  N
## 172     EZYV172 South America            Bachelor's                  Y
## 173     EZYV173          Asia              Master's                  Y
## 175     EZYV175        Europe            Bachelor's                  Y
## 176     EZYV176          Asia             Doctorate                  Y
## 177     EZYV177 North America            Bachelor's                  Y
## 178     EZYV178          Asia            Bachelor's                  Y
## 179     EZYV179          Asia             Doctorate                  N
## 180     EZYV180          Asia           High School                  Y
## 183     EZYV183        Europe              Master's                  N
## 184     EZYV184          Asia              Master's                  N
## 185     EZYV185          Asia            Bachelor's                  N
## 186     EZYV186          Asia           High School                  Y
## 187     EZYV187          Asia            Bachelor's                  N
## 188     EZYV188        Europe           High School                  Y
## 189     EZYV189 South America              Master's                  Y
## 190     EZYV190        Europe             Doctorate                  Y
## 191     EZYV191          Asia            Bachelor's                  Y
## 193     EZYV193 North America              Master's                  Y
## 195     EZYV195        Africa              Master's                  Y
## 196     EZYV196          Asia            Bachelor's                  N
## 197     EZYV197        Europe              Master's                  N
## 198     EZYV198        Europe              Master's                  N
## 199     EZYV199          Asia              Master's                  N
## 201     EZYV201          Asia             Doctorate                  Y
## 202     EZYV202          Asia            Bachelor's                  Y
## 203     EZYV203          Asia            Bachelor's                  Y
## 204     EZYV204          Asia              Master's                  N
## 206     EZYV206          Asia           High School                  Y
## 207     EZYV207        Europe             Doctorate                  Y
## 208     EZYV208          Asia           High School                  N
## 209     EZYV209 North America           High School                  N
## 210     EZYV210          Asia              Master's                  N
## 211     EZYV211          Asia              Master's                  Y
## 213     EZYV213          Asia             Doctorate                  N
## 214     EZYV214 North America              Master's                  N
## 215     EZYV215          Asia            Bachelor's                  N
## 219     EZYV219        Europe            Bachelor's                  N
## 220     EZYV220        Europe              Master's                  Y
## 221     EZYV221          Asia            Bachelor's                  Y
## 223     EZYV223        Europe             Doctorate                  N
## 225     EZYV225 South America            Bachelor's                  N
## 226     EZYV226          Asia            Bachelor's                  Y
## 227     EZYV227 North America              Master's                  N
## 228     EZYV228          Asia           High School                  Y
## 229     EZYV229          Asia           High School                  Y
## 230     EZYV230          Asia              Master's                  N
## 231     EZYV231 North America           High School                  N
## 232     EZYV232          Asia              Master's                  Y
## 233     EZYV233          Asia             Doctorate                  Y
## 234     EZYV234          Asia            Bachelor's                  Y
## 235     EZYV235        Europe            Bachelor's                  N
## 236     EZYV236 North America           High School                  N
## 237     EZYV237          Asia            Bachelor's                  N
## 239     EZYV239          Asia              Master's                  N
## 240     EZYV240        Europe              Master's                  Y
## 241     EZYV241        Europe           High School                  Y
## 242     EZYV242       Oceania             Doctorate                  Y
## 243     EZYV243        Africa            Bachelor's                  N
## 244     EZYV244 North America              Master's                  N
## 245     EZYV245        Europe             Doctorate                  Y
## 246     EZYV246        Europe              Master's                  N
## 247     EZYV247        Europe             Doctorate                  Y
## 248     EZYV248        Europe             Doctorate                  N
## 249     EZYV249 North America              Master's                  Y
## 250     EZYV250          Asia           High School                  Y
## 251     EZYV251          Asia              Master's                  Y
## 252     EZYV252        Europe             Doctorate                  N
## 253     EZYV253          Asia            Bachelor's                  Y
## 254     EZYV254        Europe              Master's                  Y
## 256     EZYV256        Europe           High School                  N
## 257     EZYV257          Asia              Master's                  Y
## 258     EZYV258          Asia            Bachelor's                  Y
## 259     EZYV259          Asia            Bachelor's                  N
## 260     EZYV260          Asia            Bachelor's                  Y
## 261     EZYV261          Asia            Bachelor's                  N
## 264     EZYV264          Asia              Master's                  N
## 265     EZYV265          Asia              Master's                  N
## 268     EZYV268 North America              Master's                  Y
## 272     EZYV272 North America              Master's                  Y
## 273     EZYV273          Asia           High School                  N
## 274     EZYV274        Africa              Master's                  N
## 275     EZYV275          Asia              Master's                  N
## 276     EZYV276          Asia            Bachelor's                  Y
## 277     EZYV277          Asia            Bachelor's                  Y
## 278     EZYV278          Asia           High School                  N
## 279     EZYV279          Asia              Master's                  N
## 280     EZYV280          Asia           High School                  N
## 281     EZYV281          Asia            Bachelor's                  N
## 283     EZYV283        Europe            Bachelor's                  Y
## 285     EZYV285          Asia            Bachelor's                  Y
## 287     EZYV287        Europe              Master's                  Y
## 288     EZYV288        Europe            Bachelor's                  N
## 289     EZYV289       Oceania            Bachelor's                  N
## 290     EZYV290          Asia              Master's                  N
## 291     EZYV291          Asia              Master's                  N
## 292     EZYV292 North America            Bachelor's                  N
## 293     EZYV293          Asia            Bachelor's                  N
## 294     EZYV294          Asia            Bachelor's                  N
## 295     EZYV295          Asia            Bachelor's                  N
## 296     EZYV296          Asia              Master's                  Y
## 297     EZYV297        Europe            Bachelor's                  Y
## 298     EZYV298          Asia           High School                  N
## 300     EZYV300          Asia              Master's                  Y
## 301     EZYV301          Asia              Master's                  Y
## 302     EZYV302          Asia              Master's                  N
## 303     EZYV303 North America            Bachelor's                  N
## 304     EZYV304          Asia            Bachelor's                  Y
## 305     EZYV305          Asia            Bachelor's                  Y
## 307     EZYV307          Asia            Bachelor's                  Y
## 308     EZYV308 North America              Master's                  Y
## 309     EZYV309          Asia            Bachelor's                  Y
## 310     EZYV310          Asia              Master's                  Y
## 311     EZYV311          Asia              Master's                  Y
## 312     EZYV312        Europe            Bachelor's                  Y
## 313     EZYV313          Asia            Bachelor's                  N
## 316     EZYV316          Asia           High School                  Y
## 317     EZYV317 North America           High School                  Y
## 318     EZYV318 South America            Bachelor's                  N
## 320     EZYV320 North America             Doctorate                  Y
## 321     EZYV321 South America           High School                  Y
## 322     EZYV322          Asia           High School                  N
## 323     EZYV323          Asia            Bachelor's                  Y
## 324     EZYV324          Asia              Master's                  Y
## 325     EZYV325        Europe            Bachelor's                  Y
## 327     EZYV327          Asia            Bachelor's                  Y
## 328     EZYV328        Europe             Doctorate                  Y
## 330     EZYV330          Asia            Bachelor's                  Y
## 331     EZYV331          Asia             Doctorate                  Y
## 332     EZYV332        Europe            Bachelor's                  N
## 334     EZYV334        Europe            Bachelor's                  Y
## 336     EZYV336          Asia              Master's                  Y
## 337     EZYV337        Europe             Doctorate                  N
## 338     EZYV338 North America            Bachelor's                  N
## 339     EZYV339          Asia            Bachelor's                  Y
## 340     EZYV340          Asia           High School                  Y
## 341     EZYV341        Europe            Bachelor's                  N
## 344     EZYV344          Asia              Master's                  N
## 345     EZYV345          Asia            Bachelor's                  N
## 346     EZYV346          Asia              Master's                  N
## 347     EZYV347          Asia              Master's                  Y
## 348     EZYV348          Asia            Bachelor's                  N
## 352     EZYV352          Asia            Bachelor's                  N
## 353     EZYV353          Asia            Bachelor's                  Y
## 354     EZYV354          Asia            Bachelor's                  Y
## 355     EZYV355          Asia            Bachelor's                  Y
## 357     EZYV357 South America             Doctorate                  N
## 359     EZYV359          Asia           High School                  N
## 360     EZYV360          Asia            Bachelor's                  Y
## 361     EZYV361          Asia            Bachelor's                  N
## 364     EZYV364          Asia            Bachelor's                  Y
## 365     EZYV365 North America           High School                  N
## 367     EZYV367          Asia              Master's                  Y
## 369     EZYV369          Asia            Bachelor's                  Y
## 370     EZYV370          Asia              Master's                  Y
## 371     EZYV371 North America            Bachelor's                  Y
## 372     EZYV372          Asia              Master's                  N
## 373     EZYV373          Asia           High School                  Y
## 374     EZYV374          Asia             Doctorate                  N
## 378     EZYV378          Asia              Master's                  Y
## 379     EZYV379          Asia            Bachelor's                  N
## 381     EZYV381          Asia            Bachelor's                  Y
## 382     EZYV382          Asia              Master's                  Y
## 383     EZYV383          Asia              Master's                  Y
## 384     EZYV384          Asia             Doctorate                  N
## 385     EZYV385          Asia            Bachelor's                  Y
## 386     EZYV386        Europe            Bachelor's                  N
## 387     EZYV387          Asia             Doctorate                  Y
## 388     EZYV388        Africa              Master's                  Y
## 389     EZYV389 North America             Doctorate                  N
## 390     EZYV390 North America              Master's                  Y
## 392     EZYV392        Europe            Bachelor's                  N
## 393     EZYV393          Asia            Bachelor's                  Y
## 394     EZYV394        Europe            Bachelor's                  N
## 396     EZYV396 North America            Bachelor's                  Y
## 397     EZYV397 North America           High School                  Y
## 398     EZYV398        Europe             Doctorate                  Y
## 399     EZYV399          Asia              Master's                  Y
## 400     EZYV400          Asia              Master's                  N
## 403     EZYV403          Asia              Master's                  N
## 404     EZYV404          Asia              Master's                  N
## 405     EZYV405          Asia            Bachelor's                  Y
## 406     EZYV406 North America           High School                  N
## 407     EZYV407 North America            Bachelor's                  Y
## 410     EZYV410          Asia            Bachelor's                  Y
## 412     EZYV412        Europe           High School                  N
## 413     EZYV413          Asia            Bachelor's                  Y
## 415     EZYV415        Europe             Doctorate                  N
## 417     EZYV417          Asia              Master's                  Y
## 418     EZYV418          Asia              Master's                  N
## 419     EZYV419          Asia            Bachelor's                  Y
## 420     EZYV420          Asia            Bachelor's                  N
## 421     EZYV421          Asia            Bachelor's                  Y
## 422     EZYV422 South America            Bachelor's                  N
## 423     EZYV423 North America            Bachelor's                  Y
## 424     EZYV424        Europe              Master's                  Y
## 425     EZYV425          Asia             Doctorate                  Y
## 426     EZYV426 North America              Master's                  N
## 427     EZYV427          Asia              Master's                  N
## 429     EZYV429          Asia              Master's                  Y
## 431     EZYV431          Asia           High School                  N
## 433     EZYV433          Asia            Bachelor's                  N
## 434     EZYV434          Asia            Bachelor's                  N
## 435     EZYV435          Asia              Master's                  Y
## 436     EZYV436          Asia              Master's                  N
## 438     EZYV438          Asia              Master's                  N
## 439     EZYV439          Asia           High School                  Y
## 440     EZYV440          Asia            Bachelor's                  Y
## 441     EZYV441          Asia              Master's                  N
## 442     EZYV442          Asia            Bachelor's                  Y
## 443     EZYV443          Asia              Master's                  N
## 445     EZYV445          Asia            Bachelor's                  Y
## 447     EZYV447 South America              Master's                  Y
## 448     EZYV448        Africa            Bachelor's                  Y
## 449     EZYV449          Asia            Bachelor's                  Y
## 450     EZYV450 North America              Master's                  N
## 451     EZYV451          Asia            Bachelor's                  N
## 452     EZYV452          Asia              Master's                  Y
## 453     EZYV453          Asia              Master's                  Y
## 454     EZYV454          Asia            Bachelor's                  Y
## 455     EZYV455 North America            Bachelor's                  Y
## 456     EZYV456          Asia             Doctorate                  N
## 457     EZYV457        Europe            Bachelor's                  N
## 459     EZYV459          Asia            Bachelor's                  Y
## 460     EZYV460 North America              Master's                  N
## 461     EZYV461          Asia              Master's                  N
## 462     EZYV462 North America            Bachelor's                  N
## 463     EZYV463          Asia            Bachelor's                  Y
## 464     EZYV464          Asia              Master's                  Y
## 465     EZYV465          Asia            Bachelor's                  N
## 466     EZYV466          Asia            Bachelor's                  N
## 467     EZYV467          Asia            Bachelor's                  Y
## 468     EZYV468          Asia           High School                  Y
## 469     EZYV469        Europe             Doctorate                  Y
## 470     EZYV470 North America              Master's                  N
## 471     EZYV471          Asia            Bachelor's                  Y
## 472     EZYV472          Asia              Master's                  N
## 473     EZYV473          Asia              Master's                  N
## 474     EZYV474 North America           High School                  N
## 475     EZYV475          Asia             Doctorate                  N
## 476     EZYV476 North America             Doctorate                  Y
## 477     EZYV477 North America             Doctorate                  Y
## 479     EZYV479          Asia             Doctorate                  Y
## 480     EZYV480          Asia           High School                  Y
## 481     EZYV481        Africa              Master's                  Y
## 483     EZYV483 North America              Master's                  Y
## 484     EZYV484 North America             Doctorate                  Y
## 485     EZYV485          Asia              Master's                  Y
## 486     EZYV486          Asia            Bachelor's                  N
## 487     EZYV487          Asia              Master's                  N
## 488     EZYV488          Asia            Bachelor's                  N
## 489     EZYV489 North America              Master's                  N
## 490     EZYV490 North America              Master's                  Y
## 491     EZYV491          Asia              Master's                  N
## 492     EZYV492          Asia            Bachelor's                  N
## 493     EZYV493          Asia              Master's                  N
## 496     EZYV496          Asia              Master's                  N
## 498     EZYV498 North America            Bachelor's                  Y
## 499     EZYV499          Asia            Bachelor's                  N
## 500     EZYV500          Asia            Bachelor's                  N
## 501     EZYV501          Asia              Master's                  Y
## 502     EZYV502          Asia            Bachelor's                  N
## 503     EZYV503 North America              Master's                  N
## 504     EZYV504        Europe            Bachelor's                  N
## 505     EZYV505        Europe              Master's                  N
## 507     EZYV507        Europe             Doctorate                  N
## 508     EZYV508 North America            Bachelor's                  Y
## 509     EZYV509          Asia            Bachelor's                  Y
## 511     EZYV511        Africa              Master's                  Y
## 512     EZYV512        Europe           High School                  Y
## 513     EZYV513          Asia              Master's                  Y
## 514     EZYV514          Asia            Bachelor's                  Y
## 516     EZYV516          Asia              Master's                  Y
## 519     EZYV519          Asia            Bachelor's                  N
## 520     EZYV520          Asia              Master's                  Y
## 522     EZYV522          Asia              Master's                  Y
## 524     EZYV524          Asia             Doctorate                  Y
## 525     EZYV525          Asia            Bachelor's                  Y
## 526     EZYV526 North America            Bachelor's                  Y
## 527     EZYV527 North America              Master's                  N
## 528     EZYV528          Asia              Master's                  Y
## 530     EZYV530 North America           High School                  N
## 531     EZYV531          Asia              Master's                  Y
## 533     EZYV533          Asia              Master's                  Y
## 534     EZYV534 North America              Master's                  Y
## 535     EZYV535          Asia              Master's                  N
## 536     EZYV536          Asia              Master's                  N
## 537     EZYV537        Europe            Bachelor's                  N
## 538     EZYV538          Asia           High School                  Y
## 539     EZYV539          Asia              Master's                  Y
## 540     EZYV540        Europe            Bachelor's                  Y
## 541     EZYV541        Africa              Master's                  Y
## 542     EZYV542        Africa            Bachelor's                  N
## 543     EZYV543          Asia              Master's                  N
## 544     EZYV544        Europe              Master's                  Y
## 545     EZYV545          Asia            Bachelor's                  Y
## 546     EZYV546          Asia              Master's                  N
## 547     EZYV547          Asia              Master's                  N
## 549     EZYV549 South America              Master's                  Y
## 550     EZYV550          Asia            Bachelor's                  N
## 553     EZYV553 North America            Bachelor's                  N
## 554     EZYV554 North America              Master's                  Y
## 555     EZYV555          Asia              Master's                  Y
## 556     EZYV556          Asia              Master's                  Y
## 557     EZYV557          Asia              Master's                  Y
## 558     EZYV558          Asia            Bachelor's                  N
## 559     EZYV559          Asia              Master's                  N
## 560     EZYV560          Asia              Master's                  Y
## 561     EZYV561          Asia            Bachelor's                  N
## 562     EZYV562          Asia              Master's                  Y
## 563     EZYV563        Europe              Master's                  N
## 564     EZYV564 North America            Bachelor's                  N
## 565     EZYV565        Europe             Doctorate                  Y
## 566     EZYV566          Asia           High School                  Y
## 568     EZYV568          Asia            Bachelor's                  Y
## 570     EZYV570          Asia              Master's                  Y
## 571     EZYV571          Asia            Bachelor's                  Y
## 572     EZYV572          Asia           High School                  N
## 573     EZYV573          Asia              Master's                  Y
## 574     EZYV574          Asia              Master's                  Y
## 576     EZYV576          Asia           High School                  Y
## 577     EZYV577          Asia              Master's                  Y
## 578     EZYV578 North America              Master's                  Y
## 579     EZYV579          Asia            Bachelor's                  Y
## 580     EZYV580 North America              Master's                  Y
## 581     EZYV581          Asia              Master's                  N
## 582     EZYV582 North America            Bachelor's                  N
## 583     EZYV583          Asia            Bachelor's                  Y
## 584     EZYV584 North America            Bachelor's                  Y
## 585     EZYV585          Asia           High School                  N
## 586     EZYV586          Asia           High School                  N
## 588     EZYV588          Asia              Master's                  Y
## 589     EZYV589          Asia            Bachelor's                  Y
## 590     EZYV590 North America              Master's                  N
## 593     EZYV593          Asia              Master's                  N
## 594     EZYV594          Asia           High School                  N
## 595     EZYV595          Asia              Master's                  N
## 596     EZYV596 North America            Bachelor's                  Y
## 597     EZYV597          Asia            Bachelor's                  Y
## 598     EZYV598          Asia              Master's                  Y
## 601     EZYV601          Asia            Bachelor's                  Y
## 602     EZYV602 North America              Master's                  Y
## 603     EZYV603 South America           High School                  N
## 604     EZYV604          Asia           High School                  Y
## 605     EZYV605          Asia              Master's                  Y
## 606     EZYV606          Asia              Master's                  N
## 607     EZYV607          Asia             Doctorate                  N
## 608     EZYV608          Asia            Bachelor's                  N
## 609     EZYV609 North America              Master's                  Y
## 610     EZYV610          Asia            Bachelor's                  Y
## 611     EZYV611          Asia            Bachelor's                  N
## 612     EZYV612          Asia            Bachelor's                  Y
## 613     EZYV613          Asia             Doctorate                  Y
## 614     EZYV614          Asia              Master's                  Y
## 615     EZYV615          Asia             Doctorate                  N
## 617     EZYV617          Asia           High School                  Y
## 618     EZYV618          Asia            Bachelor's                  Y
## 619     EZYV619        Africa              Master's                  Y
## 620     EZYV620          Asia              Master's                  N
## 621     EZYV621        Africa              Master's                  N
## 622     EZYV622          Asia            Bachelor's                  Y
## 624     EZYV624        Europe            Bachelor's                  Y
## 625     EZYV625        Europe              Master's                  N
## 626     EZYV626        Europe            Bachelor's                  Y
## 627     EZYV627        Europe            Bachelor's                  N
## 628     EZYV628          Asia              Master's                  Y
## 629     EZYV629        Europe             Doctorate                  Y
## 630     EZYV630        Europe            Bachelor's                  Y
## 633     EZYV633          Asia              Master's                  Y
## 634     EZYV634          Asia              Master's                  Y
## 635     EZYV635          Asia              Master's                  N
## 636     EZYV636          Asia            Bachelor's                  Y
## 637     EZYV637          Asia              Master's                  N
## 638     EZYV638        Europe            Bachelor's                  Y
## 639     EZYV639        Europe            Bachelor's                  Y
## 641     EZYV641 South America            Bachelor's                  N
## 642     EZYV642          Asia            Bachelor's                  N
## 645     EZYV645 North America            Bachelor's                  N
## 646     EZYV646          Asia             Doctorate                  Y
## 647     EZYV647          Asia              Master's                  N
## 649     EZYV649          Asia              Master's                  Y
## 650     EZYV650        Africa            Bachelor's                  N
## 651     EZYV651          Asia           High School                  Y
## 653     EZYV653 North America            Bachelor's                  N
## 654     EZYV654          Asia              Master's                  N
## 655     EZYV655        Europe           High School                  Y
## 656     EZYV656          Asia              Master's                  Y
## 657     EZYV657 North America            Bachelor's                  Y
## 660     EZYV660          Asia            Bachelor's                  Y
## 661     EZYV661        Africa             Doctorate                  Y
## 662     EZYV662          Asia              Master's                  N
## 663     EZYV663          Asia            Bachelor's                  N
## 664     EZYV664          Asia            Bachelor's                  Y
## 665     EZYV665        Europe            Bachelor's                  N
## 667     EZYV667          Asia           High School                  Y
## 668     EZYV668          Asia              Master's                  Y
## 669     EZYV669          Asia            Bachelor's                  Y
## 671     EZYV671          Asia            Bachelor's                  N
## 672     EZYV672          Asia           High School                  Y
## 674     EZYV674          Asia              Master's                  N
## 676     EZYV676          Asia            Bachelor's                  Y
## 677     EZYV677          Asia            Bachelor's                  N
## 678     EZYV678        Europe             Doctorate                  Y
## 679     EZYV679          Asia            Bachelor's                  Y
## 681     EZYV681        Europe           High School                  Y
## 683     EZYV683          Asia            Bachelor's                  N
## 684     EZYV684        Europe            Bachelor's                  N
## 685     EZYV685          Asia            Bachelor's                  N
## 686     EZYV686          Asia            Bachelor's                  N
## 687     EZYV687          Asia              Master's                  N
## 688     EZYV688 North America            Bachelor's                  Y
## 689     EZYV689          Asia            Bachelor's                  N
## 690     EZYV690          Asia              Master's                  Y
## 691     EZYV691          Asia            Bachelor's                  N
## 692     EZYV692          Asia              Master's                  Y
## 693     EZYV693          Asia              Master's                  N
## 694     EZYV694          Asia              Master's                  Y
## 695     EZYV695 North America           High School                  Y
## 696     EZYV696        Europe            Bachelor's                  N
## 698     EZYV698        Africa              Master's                  Y
## 699     EZYV699          Asia              Master's                  N
## 701     EZYV701          Asia            Bachelor's                  Y
## 702     EZYV702          Asia           High School                  Y
## 703     EZYV703          Asia             Doctorate                  Y
## 704     EZYV704          Asia            Bachelor's                  N
## 705     EZYV705 North America              Master's                  Y
## 708     EZYV708 North America            Bachelor's                  Y
## 711     EZYV711        Europe            Bachelor's                  Y
## 712     EZYV712          Asia            Bachelor's                  N
## 713     EZYV713        Europe             Doctorate                  Y
## 715     EZYV715          Asia            Bachelor's                  Y
## 716     EZYV716          Asia              Master's                  N
## 718     EZYV718 North America              Master's                  Y
## 720     EZYV720          Asia              Master's                  Y
## 721     EZYV721 North America            Bachelor's                  Y
## 722     EZYV722          Asia              Master's                  Y
## 723     EZYV723 North America           High School                  N
## 725     EZYV725 North America              Master's                  Y
## 726     EZYV726 North America              Master's                  N
## 727     EZYV727          Asia            Bachelor's                  N
## 728     EZYV728          Asia           High School                  N
## 729     EZYV729          Asia           High School                  Y
## 730     EZYV730        Africa            Bachelor's                  Y
## 731     EZYV731          Asia            Bachelor's                  Y
## 733     EZYV733          Asia            Bachelor's                  N
## 734     EZYV734          Asia             Doctorate                  Y
## 735     EZYV735          Asia             Doctorate                  N
## 736     EZYV736        Africa              Master's                  Y
## 737     EZYV737          Asia              Master's                  Y
## 739     EZYV739 North America            Bachelor's                  Y
## 740     EZYV740          Asia           High School                  N
## 741     EZYV741 South America           High School                  Y
## 742     EZYV742          Asia           High School                  Y
## 743     EZYV743        Europe             Doctorate                  N
## 744     EZYV744        Europe            Bachelor's                  Y
## 745     EZYV745 North America           High School                  Y
## 746     EZYV746          Asia              Master's                  Y
## 747     EZYV747          Asia           High School                  Y
## 748     EZYV748        Europe             Doctorate                  Y
## 749     EZYV749 South America            Bachelor's                  Y
## 750     EZYV750          Asia              Master's                  N
## 751     EZYV751          Asia            Bachelor's                  Y
## 753     EZYV753          Asia            Bachelor's                  Y
## 754     EZYV754          Asia            Bachelor's                  N
## 755     EZYV755          Asia            Bachelor's                  Y
## 756     EZYV756          Asia           High School                  Y
## 757     EZYV757          Asia             Doctorate                  N
## 758     EZYV758          Asia              Master's                  N
## 759     EZYV759        Europe             Doctorate                  Y
## 760     EZYV760        Europe           High School                  Y
## 761     EZYV761        Europe              Master's                  N
## 762     EZYV762          Asia              Master's                  Y
## 763     EZYV763 North America            Bachelor's                  Y
## 764     EZYV764          Asia            Bachelor's                  Y
## 765     EZYV765          Asia            Bachelor's                  Y
## 766     EZYV766          Asia              Master's                  Y
## 767     EZYV767          Asia             Doctorate                  Y
## 768     EZYV768          Asia            Bachelor's                  Y
## 770     EZYV770        Europe           High School                  N
## 771     EZYV771        Europe              Master's                  N
## 772     EZYV772 North America            Bachelor's                  Y
## 773     EZYV773          Asia            Bachelor's                  N
## 774     EZYV774        Europe              Master's                  Y
## 776     EZYV776          Asia            Bachelor's                  Y
## 777     EZYV777          Asia              Master's                  Y
## 778     EZYV778          Asia             Doctorate                  Y
## 779     EZYV779 South America              Master's                  Y
## 780     EZYV780          Asia              Master's                  Y
## 781     EZYV781          Asia            Bachelor's                  N
## 782     EZYV782        Europe              Master's                  Y
## 783     EZYV783        Europe            Bachelor's                  Y
## 784     EZYV784          Asia              Master's                  Y
## 785     EZYV785        Africa              Master's                  Y
## 786     EZYV786        Europe           High School                  Y
## 787     EZYV787          Asia              Master's                  Y
## 788     EZYV788 North America             Doctorate                  N
## 790     EZYV790          Asia              Master's                  N
## 792     EZYV792          Asia           High School                  Y
## 793     EZYV793 North America            Bachelor's                  Y
## 794     EZYV794          Asia              Master's                  Y
## 795     EZYV795        Europe              Master's                  Y
## 796     EZYV796          Asia              Master's                  N
## 797     EZYV797          Asia            Bachelor's                  Y
## 798     EZYV798 North America              Master's                  Y
## 799     EZYV799          Asia            Bachelor's                  N
## 802     EZYV802          Asia           High School                  N
## 803     EZYV803          Asia            Bachelor's                  Y
## 805     EZYV805 South America            Bachelor's                  N
## 806     EZYV806          Asia             Doctorate                  Y
## 809     EZYV809          Asia            Bachelor's                  Y
## 810     EZYV810        Europe             Doctorate                  Y
## 811     EZYV811          Asia            Bachelor's                  N
## 812     EZYV812          Asia              Master's                  Y
## 813     EZYV813          Asia            Bachelor's                  N
## 814     EZYV814          Asia              Master's                  Y
## 815     EZYV815 North America            Bachelor's                  N
## 816     EZYV816        Europe            Bachelor's                  Y
## 817     EZYV817          Asia            Bachelor's                  N
## 819     EZYV819          Asia              Master's                  Y
## 821     EZYV821 South America              Master's                  Y
## 822     EZYV822          Asia             Doctorate                  N
## 823     EZYV823        Europe              Master's                  Y
## 824     EZYV824          Asia            Bachelor's                  N
## 825     EZYV825        Europe            Bachelor's                  Y
## 828     EZYV828        Europe            Bachelor's                  Y
## 829     EZYV829          Asia              Master's                  Y
## 830     EZYV830 North America              Master's                  N
## 831     EZYV831 North America           High School                  N
## 832     EZYV832          Asia            Bachelor's                  N
## 833     EZYV833 South America              Master's                  Y
## 835     EZYV835          Asia            Bachelor's                  N
## 836     EZYV836          Asia              Master's                  Y
## 837     EZYV837          Asia              Master's                  N
## 838     EZYV838        Europe            Bachelor's                  N
## 839     EZYV839        Africa              Master's                  Y
## 840     EZYV840          Asia           High School                  Y
## 841     EZYV841          Asia              Master's                  Y
## 844     EZYV844          Asia            Bachelor's                  N
## 846     EZYV846          Asia            Bachelor's                  Y
## 847     EZYV847          Asia              Master's                  N
## 848     EZYV848 North America              Master's                  N
## 849     EZYV849          Asia           High School                  N
## 850     EZYV850        Africa              Master's                  Y
## 851     EZYV851          Asia            Bachelor's                  N
## 852     EZYV852        Europe            Bachelor's                  Y
## 853     EZYV853          Asia              Master's                  N
## 854     EZYV854          Asia              Master's                  Y
## 855     EZYV855 North America            Bachelor's                  N
## 856     EZYV856          Asia           High School                  N
## 857     EZYV857        Europe             Doctorate                  N
## 858     EZYV858          Asia            Bachelor's                  Y
## 859     EZYV859          Asia            Bachelor's                  Y
## 860     EZYV860          Asia              Master's                  Y
## 861     EZYV861        Europe              Master's                  N
## 862     EZYV862 North America             Doctorate                  N
## 863     EZYV863 North America             Doctorate                  N
## 864     EZYV864          Asia              Master's                  Y
## 865     EZYV865 North America            Bachelor's                  N
## 866     EZYV866          Asia            Bachelor's                  Y
## 867     EZYV867          Asia              Master's                  Y
## 869     EZYV869          Asia              Master's                  Y
## 870     EZYV870 North America            Bachelor's                  Y
## 871     EZYV871          Asia            Bachelor's                  Y
## 872     EZYV872          Asia              Master's                  N
## 873     EZYV873          Asia            Bachelor's                  Y
## 874     EZYV874 North America            Bachelor's                  Y
## 875     EZYV875          Asia            Bachelor's                  N
## 876     EZYV876          Asia              Master's                  N
## 877     EZYV877 South America            Bachelor's                  Y
## 879     EZYV879          Asia           High School                  Y
## 880     EZYV880          Asia              Master's                  N
## 881     EZYV881          Asia           High School                  N
## 882     EZYV882          Asia            Bachelor's                  Y
## 883     EZYV883 North America              Master's                  N
## 885     EZYV885          Asia              Master's                  N
## 886     EZYV886 South America            Bachelor's                  Y
## 888     EZYV888          Asia              Master's                  N
## 890     EZYV890        Europe            Bachelor's                  N
## 891     EZYV891          Asia              Master's                  N
## 892     EZYV892          Asia              Master's                  N
## 893     EZYV893 North America              Master's                  Y
## 894     EZYV894          Asia              Master's                  Y
## 895     EZYV895        Europe             Doctorate                  N
## 897     EZYV897          Asia            Bachelor's                  Y
## 898     EZYV898          Asia            Bachelor's                  Y
## 899     EZYV899        Africa              Master's                  Y
## 900     EZYV900          Asia              Master's                  N
## 901     EZYV901          Asia           High School                  N
## 903     EZYV903          Asia            Bachelor's                  N
## 905     EZYV905          Asia            Bachelor's                  Y
## 906     EZYV906 North America            Bachelor's                  Y
## 907     EZYV907          Asia              Master's                  Y
## 908     EZYV908          Asia              Master's                  N
## 910     EZYV910          Asia             Doctorate                  Y
## 912     EZYV912          Asia              Master's                  N
## 913     EZYV913          Asia            Bachelor's                  Y
## 914     EZYV914          Asia            Bachelor's                  Y
## 915     EZYV915          Asia             Doctorate                  N
## 916     EZYV916          Asia            Bachelor's                  N
## 919     EZYV919          Asia             Doctorate                  N
## 920     EZYV920          Asia              Master's                  N
## 921     EZYV921          Asia              Master's                  Y
## 922     EZYV922          Asia              Master's                  Y
## 924     EZYV924          Asia            Bachelor's                  Y
## 925     EZYV925          Asia              Master's                  Y
## 926     EZYV926          Asia              Master's                  Y
## 927     EZYV927          Asia              Master's                  N
## 928     EZYV928 North America              Master's                  Y
## 930     EZYV930          Asia              Master's                  Y
## 931     EZYV931          Asia            Bachelor's                  Y
## 932     EZYV932          Asia            Bachelor's                  Y
## 933     EZYV933          Asia            Bachelor's                  N
## 934     EZYV934          Asia              Master's                  Y
## 935     EZYV935          Asia            Bachelor's                  N
## 936     EZYV936          Asia              Master's                  Y
## 937     EZYV937          Asia           High School                  N
## 938     EZYV938          Asia            Bachelor's                  N
## 939     EZYV939          Asia              Master's                  N
## 941     EZYV941          Asia              Master's                  N
## 942     EZYV942 North America              Master's                  N
## 944     EZYV944        Europe             Doctorate                  Y
## 946     EZYV946        Europe            Bachelor's                  Y
## 947     EZYV947          Asia              Master's                  Y
## 948     EZYV948 North America              Master's                  Y
## 950     EZYV950        Europe              Master's                  Y
## 951     EZYV951        Europe              Master's                  Y
## 952     EZYV952          Asia            Bachelor's                  Y
## 954     EZYV954        Europe              Master's                  Y
## 955     EZYV955          Asia            Bachelor's                  N
## 957     EZYV957          Asia            Bachelor's                  N
## 958     EZYV958          Asia            Bachelor's                  N
## 960     EZYV960          Asia            Bachelor's                  N
## 961     EZYV961       Oceania            Bachelor's                  N
## 962     EZYV962          Asia              Master's                  N
## 963     EZYV963        Europe           High School                  Y
## 964     EZYV964          Asia              Master's                  Y
## 965     EZYV965 North America              Master's                  N
## 966     EZYV966          Asia              Master's                  N
## 967     EZYV967        Europe              Master's                  N
## 968     EZYV968        Europe              Master's                  Y
## 969     EZYV969        Africa             Doctorate                  Y
## 970     EZYV970          Asia              Master's                  N
## 971     EZYV971          Asia            Bachelor's                  Y
## 972     EZYV972 North America            Bachelor's                  Y
## 973     EZYV973          Asia            Bachelor's                  N
## 974     EZYV974          Asia              Master's                  Y
## 975     EZYV975          Asia            Bachelor's                  Y
## 976     EZYV976          Asia            Bachelor's                  N
## 977     EZYV977          Asia              Master's                  Y
## 978     EZYV978          Asia           High School                  N
## 979     EZYV979          Asia              Master's                  Y
## 981     EZYV981          Asia            Bachelor's                  N
## 982     EZYV982          Asia              Master's                  Y
## 983     EZYV983          Asia            Bachelor's                  N
## 984     EZYV984          Asia              Master's                  Y
## 985     EZYV985          Asia              Master's                  N
## 987     EZYV987          Asia            Bachelor's                  Y
## 988     EZYV988          Asia              Master's                  Y
## 989     EZYV989 North America            Bachelor's                  Y
## 990     EZYV990        Europe           High School                  Y
## 992     EZYV992          Asia           High School                  N
## 993     EZYV993          Asia              Master's                  Y
## 994     EZYV994 South America            Bachelor's                  N
## 995     EZYV995          Asia            Bachelor's                  Y
## 996     EZYV996          Asia              Master's                  N
## 997     EZYV997 North America              Master's                  N
## 998     EZYV998          Asia            Bachelor's                  Y
## 1000   EZYV1000        Europe             Doctorate                  N
## 1001   EZYV1001          Asia              Master's                  N
## 1002   EZYV1002          Asia              Master's                  Y
## 1003   EZYV1003          Asia            Bachelor's                  Y
## 1005   EZYV1005          Asia              Master's                  Y
## 1006   EZYV1006          Asia              Master's                  N
## 1007   EZYV1007 South America           High School                  N
## 1008   EZYV1008          Asia              Master's                  N
## 1009   EZYV1009 North America              Master's                  N
## 1010   EZYV1010          Asia            Bachelor's                  N
## 1011   EZYV1011        Europe           High School                  N
## 1012   EZYV1012          Asia              Master's                  N
## 1013   EZYV1013          Asia           High School                  Y
## 1014   EZYV1014          Asia           High School                  N
## 1015   EZYV1015 South America            Bachelor's                  N
## 1017   EZYV1017          Asia            Bachelor's                  Y
## 1018   EZYV1018          Asia              Master's                  N
## 1019   EZYV1019          Asia           High School                  Y
## 1020   EZYV1020        Europe             Doctorate                  Y
## 1021   EZYV1021        Europe             Doctorate                  N
## 1022   EZYV1022          Asia              Master's                  N
## 1023   EZYV1023 North America            Bachelor's                  Y
## 1024   EZYV1024          Asia              Master's                  Y
## 1025   EZYV1025          Asia              Master's                  N
## 1026   EZYV1026        Europe            Bachelor's                  N
## 1027   EZYV1027          Asia            Bachelor's                  Y
## 1028   EZYV1028          Asia              Master's                  Y
## 1029   EZYV1029 North America              Master's                  N
## 1031   EZYV1031          Asia            Bachelor's                  Y
## 1032   EZYV1032          Asia              Master's                  Y
## 1033   EZYV1033          Asia            Bachelor's                  Y
## 1034   EZYV1034          Asia              Master's                  Y
## 1035   EZYV1035          Asia             Doctorate                  Y
## 1036   EZYV1036        Europe            Bachelor's                  Y
## 1037   EZYV1037          Asia            Bachelor's                  Y
## 1038   EZYV1038          Asia            Bachelor's                  N
## 1040   EZYV1040        Europe           High School                  Y
## 1043   EZYV1043 North America           High School                  N
## 1044   EZYV1044          Asia              Master's                  N
## 1045   EZYV1045          Asia            Bachelor's                  N
## 1047   EZYV1047          Asia            Bachelor's                  Y
## 1048   EZYV1048          Asia             Doctorate                  Y
## 1050   EZYV1050          Asia           High School                  Y
## 1052   EZYV1052        Europe             Doctorate                  Y
## 1054   EZYV1054          Asia           High School                  N
## 1055   EZYV1055          Asia            Bachelor's                  Y
## 1056   EZYV1056        Europe           High School                  Y
## 1057   EZYV1057          Asia              Master's                  N
## 1058   EZYV1058          Asia            Bachelor's                  Y
## 1059   EZYV1059          Asia           High School                  Y
## 1060   EZYV1060          Asia            Bachelor's                  Y
## 1061   EZYV1061 North America           High School                  Y
## 1062   EZYV1062          Asia              Master's                  Y
## 1063   EZYV1063          Asia            Bachelor's                  Y
## 1065   EZYV1065          Asia            Bachelor's                  Y
## 1067   EZYV1067          Asia              Master's                  N
## 1068   EZYV1068        Europe            Bachelor's                  Y
## 1070   EZYV1070          Asia              Master's                  Y
## 1071   EZYV1071 North America              Master's                  N
## 1072   EZYV1072          Asia            Bachelor's                  Y
## 1073   EZYV1073 North America              Master's                  N
## 1075   EZYV1075          Asia              Master's                  Y
## 1076   EZYV1076 North America            Bachelor's                  Y
## 1077   EZYV1077          Asia              Master's                  Y
## 1078   EZYV1078          Asia              Master's                  N
## 1079   EZYV1079          Asia            Bachelor's                  N
## 1080   EZYV1080        Europe             Doctorate                  Y
## 1082   EZYV1082 North America              Master's                  N
## 1084   EZYV1084          Asia              Master's                  Y
## 1085   EZYV1085          Asia              Master's                  Y
## 1087   EZYV1087 North America            Bachelor's                  N
## 1088   EZYV1088          Asia            Bachelor's                  Y
## 1089   EZYV1089          Asia            Bachelor's                  Y
## 1093   EZYV1093        Europe            Bachelor's                  Y
## 1094   EZYV1094        Europe            Bachelor's                  Y
## 1095   EZYV1095          Asia              Master's                  N
## 1097   EZYV1097          Asia            Bachelor's                  Y
## 1099   EZYV1099          Asia              Master's                  N
## 1100   EZYV1100       Oceania           High School                  Y
## 1101   EZYV1101          Asia              Master's                  N
## 1102   EZYV1102          Asia            Bachelor's                  Y
## 1103   EZYV1103          Asia              Master's                  N
## 1104   EZYV1104        Africa              Master's                  Y
## 1105   EZYV1105          Asia            Bachelor's                  N
## 1106   EZYV1106          Asia              Master's                  Y
## 1108   EZYV1108          Asia              Master's                  N
## 1109   EZYV1109          Asia            Bachelor's                  N
## 1110   EZYV1110          Asia            Bachelor's                  Y
## 1111   EZYV1111 North America              Master's                  Y
## 1112   EZYV1112 North America              Master's                  Y
## 1114   EZYV1114          Asia              Master's                  Y
## 1117   EZYV1117        Europe              Master's                  N
## 1118   EZYV1118          Asia           High School                  Y
## 1120   EZYV1120        Europe            Bachelor's                  Y
## 1121   EZYV1121          Asia            Bachelor's                  N
## 1122   EZYV1122          Asia            Bachelor's                  Y
## 1123   EZYV1123 North America            Bachelor's                  Y
## 1124   EZYV1124 North America            Bachelor's                  N
## 1125   EZYV1125          Asia              Master's                  N
## 1126   EZYV1126          Asia              Master's                  Y
## 1128   EZYV1128          Asia           High School                  Y
## 1129   EZYV1129          Asia              Master's                  Y
## 1130   EZYV1130 North America              Master's                  Y
## 1131   EZYV1131          Asia            Bachelor's                  N
## 1132   EZYV1132          Asia           High School                  N
## 1133   EZYV1133          Asia            Bachelor's                  N
## 1134   EZYV1134          Asia              Master's                  N
## 1135   EZYV1135          Asia           High School                  Y
## 1136   EZYV1136        Europe             Doctorate                  N
## 1138   EZYV1138          Asia            Bachelor's                  N
## 1139   EZYV1139          Asia            Bachelor's                  N
## 1140   EZYV1140          Asia            Bachelor's                  Y
## 1141   EZYV1141          Asia            Bachelor's                  Y
## 1142   EZYV1142          Asia            Bachelor's                  Y
## 1143   EZYV1143 North America              Master's                  Y
## 1145   EZYV1145          Asia              Master's                  N
## 1146   EZYV1146 North America           High School                  N
## 1147   EZYV1147        Europe            Bachelor's                  Y
## 1148   EZYV1148 North America            Bachelor's                  Y
## 1149   EZYV1149          Asia             Doctorate                  N
## 1150   EZYV1150          Asia            Bachelor's                  Y
## 1151   EZYV1151          Asia            Bachelor's                  Y
## 1152   EZYV1152          Asia            Bachelor's                  Y
## 1153   EZYV1153        Europe              Master's                  N
## 1154   EZYV1154          Asia              Master's                  Y
## 1155   EZYV1155          Asia              Master's                  Y
## 1156   EZYV1156          Asia            Bachelor's                  N
## 1157   EZYV1157          Asia              Master's                  Y
## 1158   EZYV1158          Asia              Master's                  Y
## 1160   EZYV1160          Asia              Master's                  Y
## 1161   EZYV1161          Asia            Bachelor's                  N
## 1162   EZYV1162 South America            Bachelor's                  Y
## 1163   EZYV1163 North America              Master's                  Y
## 1164   EZYV1164          Asia            Bachelor's                  Y
## 1165   EZYV1165          Asia              Master's                  Y
## 1166   EZYV1166          Asia              Master's                  Y
## 1167   EZYV1167          Asia              Master's                  Y
## 1169   EZYV1169        Africa             Doctorate                  N
## 1170   EZYV1170 North America            Bachelor's                  Y
## 1171   EZYV1171        Europe             Doctorate                  N
## 1172   EZYV1172          Asia            Bachelor's                  N
## 1173   EZYV1173          Asia              Master's                  N
## 1174   EZYV1174 North America              Master's                  N
## 1175   EZYV1175          Asia              Master's                  N
## 1176   EZYV1176 North America              Master's                  Y
## 1177   EZYV1177          Asia              Master's                  Y
## 1178   EZYV1178 South America            Bachelor's                  N
## 1179   EZYV1179 North America              Master's                  Y
## 1180   EZYV1180 North America            Bachelor's                  Y
## 1181   EZYV1181        Africa              Master's                  Y
## 1184   EZYV1184        Africa              Master's                  N
## 1185   EZYV1185        Europe            Bachelor's                  N
## 1187   EZYV1187          Asia              Master's                  N
## 1189   EZYV1189          Asia            Bachelor's                  N
## 1190   EZYV1190          Asia              Master's                  N
## 1191   EZYV1191        Europe              Master's                  Y
## 1192   EZYV1192          Asia           High School                  Y
## 1193   EZYV1193          Asia            Bachelor's                  Y
## 1194   EZYV1194          Asia            Bachelor's                  Y
## 1196   EZYV1196          Asia              Master's                  Y
## 1198   EZYV1198          Asia            Bachelor's                  Y
## 1199   EZYV1199 North America            Bachelor's                  N
## 1201   EZYV1201 North America            Bachelor's                  Y
## 1202   EZYV1202          Asia              Master's                  N
## 1205   EZYV1205 North America              Master's                  N
## 1206   EZYV1206          Asia             Doctorate                  N
## 1208   EZYV1208          Asia              Master's                  Y
## 1209   EZYV1209 North America              Master's                  N
## 1210   EZYV1210 South America            Bachelor's                  N
## 1211   EZYV1211          Asia              Master's                  N
## 1212   EZYV1212 North America           High School                  Y
## 1214   EZYV1214          Asia              Master's                  Y
## 1216   EZYV1216          Asia            Bachelor's                  N
## 1217   EZYV1217          Asia            Bachelor's                  N
## 1218   EZYV1218          Asia             Doctorate                  N
## 1219   EZYV1219 North America              Master's                  N
## 1220   EZYV1220          Asia            Bachelor's                  Y
## 1221   EZYV1221        Europe              Master's                  N
## 1223   EZYV1223          Asia            Bachelor's                  Y
## 1224   EZYV1224 North America            Bachelor's                  Y
## 1225   EZYV1225          Asia              Master's                  Y
## 1226   EZYV1226        Europe             Doctorate                  Y
## 1227   EZYV1227          Asia            Bachelor's                  Y
## 1228   EZYV1228 North America              Master's                  Y
## 1229   EZYV1229 North America           High School                  Y
## 1230   EZYV1230          Asia              Master's                  Y
## 1231   EZYV1231        Europe            Bachelor's                  Y
## 1232   EZYV1232        Europe              Master's                  N
## 1233   EZYV1233        Europe             Doctorate                  Y
## 1234   EZYV1234 North America            Bachelor's                  Y
## 1235   EZYV1235          Asia           High School                  N
## 1236   EZYV1236          Asia              Master's                  Y
## 1237   EZYV1237        Africa              Master's                  Y
## 1238   EZYV1238          Asia            Bachelor's                  Y
## 1239   EZYV1239 South America             Doctorate                  N
## 1240   EZYV1240          Asia           High School                  N
## 1241   EZYV1241          Asia            Bachelor's                  Y
## 1242   EZYV1242 North America            Bachelor's                  N
## 1244   EZYV1244          Asia            Bachelor's                  N
## 1245   EZYV1245          Asia            Bachelor's                  Y
## 1246   EZYV1246          Asia            Bachelor's                  Y
## 1247   EZYV1247          Asia              Master's                  N
## 1248   EZYV1248 North America              Master's                  Y
## 1249   EZYV1249          Asia              Master's                  Y
## 1250   EZYV1250        Europe              Master's                  N
## 1251   EZYV1251          Asia            Bachelor's                  Y
## 1252   EZYV1252          Asia           High School                  N
## 1254   EZYV1254          Asia            Bachelor's                  Y
## 1255   EZYV1255          Asia           High School                  Y
## 1257   EZYV1257        Europe            Bachelor's                  N
## 1258   EZYV1258          Asia              Master's                  Y
## 1259   EZYV1259 North America            Bachelor's                  N
## 1261   EZYV1261          Asia              Master's                  Y
## 1262   EZYV1262          Asia              Master's                  N
## 1263   EZYV1263 South America              Master's                  N
## 1265   EZYV1265        Africa              Master's                  Y
## 1266   EZYV1266          Asia             Doctorate                  Y
## 1267   EZYV1267        Europe              Master's                  Y
## 1268   EZYV1268          Asia              Master's                  Y
## 1269   EZYV1269          Asia            Bachelor's                  N
## 1271   EZYV1271          Asia            Bachelor's                  Y
## 1272   EZYV1272          Asia            Bachelor's                  Y
## 1273   EZYV1273          Asia              Master's                  Y
## 1274   EZYV1274        Europe             Doctorate                  Y
## 1275   EZYV1275          Asia              Master's                  Y
## 1276   EZYV1276          Asia              Master's                  N
## 1277   EZYV1277 North America            Bachelor's                  Y
## 1279   EZYV1279          Asia            Bachelor's                  N
## 1281   EZYV1281          Asia            Bachelor's                  Y
## 1282   EZYV1282          Asia            Bachelor's                  Y
## 1283   EZYV1283 North America            Bachelor's                  N
## 1286   EZYV1286          Asia              Master's                  N
## 1287   EZYV1287          Asia              Master's                  N
## 1288   EZYV1288          Asia              Master's                  Y
## 1289   EZYV1289          Asia            Bachelor's                  Y
## 1290   EZYV1290        Europe             Doctorate                  Y
## 1291   EZYV1291          Asia            Bachelor's                  N
## 1292   EZYV1292        Europe            Bachelor's                  Y
## 1293   EZYV1293        Europe              Master's                  Y
## 1294   EZYV1294 North America           High School                  Y
## 1296   EZYV1296          Asia            Bachelor's                  N
## 1297   EZYV1297          Asia            Bachelor's                  Y
## 1300   EZYV1300 North America              Master's                  Y
## 1301   EZYV1301          Asia              Master's                  N
## 1302   EZYV1302 North America           High School                  N
## 1303   EZYV1303          Asia              Master's                  N
## 1304   EZYV1304          Asia           High School                  Y
## 1305   EZYV1305          Asia              Master's                  Y
## 1306   EZYV1306 North America             Doctorate                  Y
## 1307   EZYV1307          Asia           High School                  Y
## 1308   EZYV1308 North America              Master's                  Y
## 1310   EZYV1310          Asia            Bachelor's                  N
## 1311   EZYV1311          Asia             Doctorate                  N
## 1313   EZYV1313          Asia            Bachelor's                  N
## 1314   EZYV1314          Asia            Bachelor's                  N
## 1315   EZYV1315          Asia            Bachelor's                  N
## 1316   EZYV1316          Asia           High School                  Y
## 1317   EZYV1317          Asia              Master's                  N
## 1318   EZYV1318          Asia            Bachelor's                  Y
## 1319   EZYV1319        Europe              Master's                  Y
## 1321   EZYV1321          Asia            Bachelor's                  Y
## 1323   EZYV1323        Africa            Bachelor's                  N
## 1324   EZYV1324          Asia            Bachelor's                  Y
## 1326   EZYV1326          Asia             Doctorate                  Y
## 1327   EZYV1327          Asia              Master's                  N
## 1328   EZYV1328          Asia            Bachelor's                  Y
## 1329   EZYV1329 North America            Bachelor's                  Y
## 1330   EZYV1330          Asia            Bachelor's                  N
## 1331   EZYV1331          Asia           High School                  N
## 1332   EZYV1332          Asia           High School                  N
## 1333   EZYV1333        Europe              Master's                  N
## 1334   EZYV1334          Asia            Bachelor's                  Y
## 1335   EZYV1335        Europe           High School                  Y
## 1336   EZYV1336 North America              Master's                  Y
## 1337   EZYV1337          Asia            Bachelor's                  Y
## 1338   EZYV1338          Asia              Master's                  N
## 1340   EZYV1340          Asia              Master's                  Y
## 1342   EZYV1342 North America            Bachelor's                  N
## 1343   EZYV1343          Asia            Bachelor's                  N
## 1345   EZYV1345          Asia              Master's                  N
## 1347   EZYV1347          Asia              Master's                  N
## 1348   EZYV1348          Asia            Bachelor's                  Y
## 1350   EZYV1350          Asia              Master's                  Y
## 1351   EZYV1351          Asia              Master's                  Y
## 1352   EZYV1352 South America              Master's                  Y
## 1353   EZYV1353        Africa              Master's                  Y
## 1354   EZYV1354 North America              Master's                  Y
## 1355   EZYV1355          Asia            Bachelor's                  Y
## 1356   EZYV1356          Asia            Bachelor's                  Y
## 1357   EZYV1357          Asia            Bachelor's                  Y
## 1358   EZYV1358          Asia              Master's                  Y
## 1359   EZYV1359        Europe             Doctorate                  Y
## 1362   EZYV1362          Asia            Bachelor's                  N
## 1363   EZYV1363 North America            Bachelor's                  Y
## 1364   EZYV1364          Asia            Bachelor's                  N
## 1365   EZYV1365 North America            Bachelor's                  Y
## 1366   EZYV1366 North America              Master's                  Y
## 1367   EZYV1367          Asia            Bachelor's                  Y
## 1368   EZYV1368 South America           High School                  Y
## 1369   EZYV1369          Asia            Bachelor's                  Y
## 1370   EZYV1370          Asia            Bachelor's                  Y
## 1371   EZYV1371          Asia              Master's                  N
## 1373   EZYV1373          Asia              Master's                  N
## 1374   EZYV1374          Asia              Master's                  Y
## 1375   EZYV1375 North America              Master's                  Y
## 1376   EZYV1376        Europe           High School                  N
## 1377   EZYV1377          Asia              Master's                  Y
## 1378   EZYV1378 North America              Master's                  Y
## 1380   EZYV1380          Asia            Bachelor's                  N
## 1381   EZYV1381          Asia            Bachelor's                  Y
## 1382   EZYV1382 South America           High School                  Y
## 1383   EZYV1383        Europe            Bachelor's                  Y
## 1384   EZYV1384          Asia              Master's                  Y
## 1386   EZYV1386          Asia            Bachelor's                  N
## 1387   EZYV1387          Asia            Bachelor's                  N
## 1388   EZYV1388 North America            Bachelor's                  Y
## 1389   EZYV1389 North America              Master's                  Y
## 1390   EZYV1390          Asia            Bachelor's                  N
## 1391   EZYV1391        Europe            Bachelor's                  N
## 1392   EZYV1392          Asia              Master's                  N
## 1394   EZYV1394 North America              Master's                  N
## 1395   EZYV1395          Asia              Master's                  Y
## 1396   EZYV1396 North America              Master's                  Y
## 1398   EZYV1398          Asia             Doctorate                  Y
## 1399   EZYV1399          Asia              Master's                  Y
## 1400   EZYV1400 North America              Master's                  Y
## 1401   EZYV1401          Asia             Doctorate                  Y
## 1402   EZYV1402 North America            Bachelor's                  Y
## 1403   EZYV1403          Asia              Master's                  Y
## 1405   EZYV1405 North America              Master's                  N
## 1407   EZYV1407          Asia              Master's                  Y
## 1408   EZYV1408        Europe              Master's                  Y
## 1409   EZYV1409          Asia           High School                  N
## 1411   EZYV1411        Europe            Bachelor's                  N
## 1412   EZYV1412          Asia              Master's                  Y
## 1413   EZYV1413          Asia              Master's                  Y
## 1414   EZYV1414          Asia              Master's                  Y
## 1415   EZYV1415          Asia            Bachelor's                  Y
## 1417   EZYV1417          Asia            Bachelor's                  Y
## 1418   EZYV1418          Asia            Bachelor's                  Y
## 1420   EZYV1420        Africa            Bachelor's                  Y
## 1421   EZYV1421 North America              Master's                  N
## 1422   EZYV1422          Asia             Doctorate                  N
## 1423   EZYV1423 North America           High School                  N
## 1424   EZYV1424          Asia            Bachelor's                  Y
## 1425   EZYV1425          Asia            Bachelor's                  N
## 1426   EZYV1426        Europe            Bachelor's                  N
## 1428   EZYV1428        Europe             Doctorate                  Y
## 1429   EZYV1429          Asia            Bachelor's                  N
## 1430   EZYV1430          Asia            Bachelor's                  Y
## 1432   EZYV1432        Europe              Master's                  Y
## 1433   EZYV1433          Asia           High School                  Y
## 1434   EZYV1434        Europe            Bachelor's                  Y
## 1436   EZYV1436        Europe            Bachelor's                  Y
## 1438   EZYV1438          Asia            Bachelor's                  N
## 1439   EZYV1439 South America              Master's                  Y
## 1440   EZYV1440          Asia           High School                  Y
## 1442   EZYV1442          Asia              Master's                  Y
## 1443   EZYV1443        Europe              Master's                  Y
## 1444   EZYV1444          Asia              Master's                  N
## 1445   EZYV1445          Asia              Master's                  N
## 1446   EZYV1446        Europe           High School                  Y
## 1447   EZYV1447          Asia              Master's                  Y
## 1450   EZYV1450          Asia            Bachelor's                  N
## 1451   EZYV1451        Europe              Master's                  Y
## 1453   EZYV1453 South America            Bachelor's                  N
## 1454   EZYV1454          Asia           High School                  Y
## 1456   EZYV1456        Africa           High School                  Y
## 1457   EZYV1457          Asia              Master's                  Y
## 1458   EZYV1458          Asia              Master's                  N
## 1459   EZYV1459        Europe           High School                  Y
## 1461   EZYV1461          Asia           High School                  Y
## 1462   EZYV1462        Europe              Master's                  Y
## 1463   EZYV1463        Europe              Master's                  N
## 1464   EZYV1464        Africa              Master's                  N
## 1465   EZYV1465          Asia            Bachelor's                  Y
## 1466   EZYV1466          Asia              Master's                  Y
## 1467   EZYV1467 South America              Master's                  Y
## 1468   EZYV1468          Asia            Bachelor's                  N
## 1469   EZYV1469          Asia              Master's                  Y
## 1470   EZYV1470          Asia            Bachelor's                  Y
## 1471   EZYV1471          Asia           High School                  Y
## 1472   EZYV1472          Asia            Bachelor's                  N
## 1474   EZYV1474        Europe           High School                  Y
## 1475   EZYV1475          Asia              Master's                  Y
## 1477   EZYV1477          Asia            Bachelor's                  Y
## 1478   EZYV1478          Asia            Bachelor's                  Y
## 1479   EZYV1479          Asia              Master's                  Y
## 1480   EZYV1480          Asia            Bachelor's                  Y
## 1482   EZYV1482          Asia              Master's                  Y
## 1483   EZYV1483          Asia            Bachelor's                  N
## 1484   EZYV1484          Asia            Bachelor's                  Y
## 1485   EZYV1485          Asia              Master's                  Y
## 1486   EZYV1486 North America            Bachelor's                  Y
## 1487   EZYV1487 North America             Doctorate                  Y
## 1488   EZYV1488          Asia            Bachelor's                  Y
## 1489   EZYV1489          Asia              Master's                  Y
## 1490   EZYV1490          Asia              Master's                  Y
## 1491   EZYV1491 North America            Bachelor's                  Y
## 1493   EZYV1493          Asia           High School                  Y
## 1494   EZYV1494 South America              Master's                  Y
## 1495   EZYV1495        Europe             Doctorate                  N
## 1498   EZYV1498 North America            Bachelor's                  N
## 1499   EZYV1499 North America             Doctorate                  N
## 1500   EZYV1500          Asia              Master's                  Y
## 1501   EZYV1501 South America            Bachelor's                  Y
## 1502   EZYV1502          Asia              Master's                  Y
## 1505   EZYV1505        Europe              Master's                  N
## 1506   EZYV1506          Asia              Master's                  Y
## 1508   EZYV1508        Europe              Master's                  N
## 1510   EZYV1510          Asia              Master's                  N
## 1511   EZYV1511          Asia              Master's                  Y
## 1512   EZYV1512        Europe              Master's                  Y
## 1513   EZYV1513        Europe              Master's                  Y
## 1514   EZYV1514          Asia              Master's                  N
## 1515   EZYV1515 North America            Bachelor's                  Y
## 1516   EZYV1516 South America              Master's                  N
## 1517   EZYV1517          Asia            Bachelor's                  Y
## 1518   EZYV1518          Asia              Master's                  Y
## 1519   EZYV1519          Asia            Bachelor's                  N
## 1520   EZYV1520          Asia            Bachelor's                  Y
## 1521   EZYV1521        Europe            Bachelor's                  N
## 1522   EZYV1522        Europe           High School                  Y
## 1523   EZYV1523          Asia             Doctorate                  Y
## 1525   EZYV1525          Asia            Bachelor's                  Y
## 1526   EZYV1526 North America           High School                  N
## 1527   EZYV1527          Asia            Bachelor's                  N
## 1528   EZYV1528          Asia           High School                  Y
## 1529   EZYV1529        Europe            Bachelor's                  Y
## 1530   EZYV1530          Asia            Bachelor's                  Y
## 1531   EZYV1531 North America              Master's                  Y
## 1533   EZYV1533        Europe           High School                  N
## 1534   EZYV1534 North America            Bachelor's                  Y
## 1535   EZYV1535          Asia            Bachelor's                  Y
## 1536   EZYV1536          Asia              Master's                  N
## 1537   EZYV1537 South America            Bachelor's                  Y
## 1539   EZYV1539          Asia            Bachelor's                  N
## 1541   EZYV1541          Asia            Bachelor's                  Y
## 1542   EZYV1542          Asia              Master's                  Y
## 1543   EZYV1543          Asia              Master's                  Y
## 1544   EZYV1544          Asia            Bachelor's                  N
## 1545   EZYV1545          Asia           High School                  N
## 1546   EZYV1546          Asia           High School                  Y
## 1547   EZYV1547          Asia            Bachelor's                  Y
## 1548   EZYV1548          Asia              Master's                  Y
## 1549   EZYV1549 North America              Master's                  Y
## 1550   EZYV1550          Asia            Bachelor's                  Y
## 1551   EZYV1551 North America           High School                  Y
## 1552   EZYV1552          Asia              Master's                  Y
## 1553   EZYV1553 North America             Doctorate                  N
## 1554   EZYV1554          Asia              Master's                  N
## 1555   EZYV1555          Asia              Master's                  Y
## 1556   EZYV1556 North America             Doctorate                  Y
## 1557   EZYV1557          Asia            Bachelor's                  N
## 1558   EZYV1558        Europe            Bachelor's                  Y
## 1559   EZYV1559          Asia            Bachelor's                  N
## 1560   EZYV1560          Asia              Master's                  Y
## 1561   EZYV1561          Asia            Bachelor's                  Y
## 1563   EZYV1563 North America            Bachelor's                  Y
## 1564   EZYV1564          Asia           High School                  N
## 1565   EZYV1565        Europe            Bachelor's                  N
## 1566   EZYV1566          Asia              Master's                  Y
## 1568   EZYV1568        Europe           High School                  N
## 1569   EZYV1569          Asia              Master's                  Y
## 1570   EZYV1570        Europe           High School                  Y
## 1571   EZYV1571          Asia              Master's                  Y
## 1572   EZYV1572 North America            Bachelor's                  N
## 1573   EZYV1573          Asia              Master's                  Y
## 1574   EZYV1574        Europe              Master's                  Y
## 1575   EZYV1575          Asia            Bachelor's                  Y
## 1576   EZYV1576          Asia            Bachelor's                  N
## 1577   EZYV1577        Europe              Master's                  Y
## 1578   EZYV1578 North America            Bachelor's                  N
## 1579   EZYV1579 North America           High School                  Y
## 1580   EZYV1580        Europe             Doctorate                  Y
## 1581   EZYV1581          Asia           High School                  Y
## 1582   EZYV1582        Europe            Bachelor's                  Y
## 1583   EZYV1583          Asia            Bachelor's                  N
## 1584   EZYV1584          Asia            Bachelor's                  N
## 1587   EZYV1587          Asia            Bachelor's                  Y
## 1588   EZYV1588          Asia            Bachelor's                  Y
## 1589   EZYV1589          Asia              Master's                  Y
## 1591   EZYV1591        Europe             Doctorate                  Y
## 1593   EZYV1593 North America            Bachelor's                  N
## 1594   EZYV1594          Asia            Bachelor's                  N
## 1595   EZYV1595          Asia            Bachelor's                  Y
## 1597   EZYV1597 North America            Bachelor's                  Y
## 1599   EZYV1599        Europe           High School                  N
## 1600   EZYV1600          Asia            Bachelor's                  N
## 1601   EZYV1601 North America            Bachelor's                  N
## 1602   EZYV1602 North America           High School                  Y
## 1603   EZYV1603 North America            Bachelor's                  Y
## 1604   EZYV1604          Asia            Bachelor's                  Y
## 1605   EZYV1605          Asia            Bachelor's                  N
## 1606   EZYV1606          Asia            Bachelor's                  N
## 1607   EZYV1607          Asia           High School                  Y
## 1609   EZYV1609          Asia              Master's                  N
## 1610   EZYV1610          Asia            Bachelor's                  Y
## 1611   EZYV1611          Asia              Master's                  Y
## 1612   EZYV1612          Asia            Bachelor's                  N
## 1616   EZYV1616          Asia              Master's                  Y
## 1617   EZYV1617          Asia              Master's                  Y
## 1618   EZYV1618          Asia           High School                  N
## 1619   EZYV1619 South America            Bachelor's                  Y
## 1620   EZYV1620          Asia              Master's                  Y
## 1621   EZYV1621          Asia            Bachelor's                  Y
## 1622   EZYV1622          Asia              Master's                  Y
## 1623   EZYV1623 South America              Master's                  N
## 1624   EZYV1624          Asia              Master's                  N
## 1625   EZYV1625        Europe             Doctorate                  Y
## 1626   EZYV1626          Asia             Doctorate                  N
## 1628   EZYV1628        Europe             Doctorate                  Y
## 1629   EZYV1629          Asia              Master's                  N
## 1630   EZYV1630        Europe           High School                  Y
## 1631   EZYV1631          Asia            Bachelor's                  N
## 1632   EZYV1632          Asia            Bachelor's                  Y
## 1633   EZYV1633          Asia            Bachelor's                  Y
## 1634   EZYV1634          Asia            Bachelor's                  Y
## 1635   EZYV1635          Asia             Doctorate                  N
## 1638   EZYV1638        Europe            Bachelor's                  Y
## 1639   EZYV1639        Europe              Master's                  N
## 1640   EZYV1640          Asia            Bachelor's                  Y
## 1642   EZYV1642        Africa              Master's                  N
## 1643   EZYV1643 North America              Master's                  N
## 1644   EZYV1644          Asia              Master's                  Y
## 1645   EZYV1645          Asia              Master's                  Y
## 1646   EZYV1646          Asia           High School                  N
## 1648   EZYV1648          Asia              Master's                  N
## 1650   EZYV1650          Asia            Bachelor's                  Y
## 1651   EZYV1651          Asia              Master's                  N
## 1652   EZYV1652 North America            Bachelor's                  Y
## 1654   EZYV1654          Asia              Master's                  Y
## 1655   EZYV1655          Asia              Master's                  N
## 1656   EZYV1656        Europe            Bachelor's                  Y
## 1657   EZYV1657          Asia            Bachelor's                  Y
## 1659   EZYV1659          Asia            Bachelor's                  N
## 1660   EZYV1660 North America             Doctorate                  N
## 1661   EZYV1661          Asia            Bachelor's                  N
## 1662   EZYV1662          Asia           High School                  N
## 1663   EZYV1663          Asia           High School                  Y
## 1664   EZYV1664 North America              Master's                  N
## 1665   EZYV1665          Asia            Bachelor's                  Y
## 1666   EZYV1666          Asia              Master's                  N
## 1667   EZYV1667          Asia            Bachelor's                  N
## 1668   EZYV1668          Asia            Bachelor's                  N
## 1669   EZYV1669        Europe            Bachelor's                  Y
## 1670   EZYV1670 North America            Bachelor's                  N
## 1671   EZYV1671        Europe           High School                  Y
## 1672   EZYV1672 North America           High School                  N
## 1673   EZYV1673          Asia            Bachelor's                  N
## 1674   EZYV1674        Europe              Master's                  N
## 1675   EZYV1675          Asia              Master's                  Y
## 1677   EZYV1677 North America            Bachelor's                  N
## 1678   EZYV1678          Asia            Bachelor's                  Y
## 1679   EZYV1679          Asia              Master's                  N
## 1680   EZYV1680          Asia            Bachelor's                  Y
## 1681   EZYV1681          Asia            Bachelor's                  N
## 1682   EZYV1682        Europe              Master's                  Y
## 1683   EZYV1683          Asia              Master's                  Y
## 1684   EZYV1684          Asia             Doctorate                  Y
## 1685   EZYV1685        Europe             Doctorate                  N
## 1686   EZYV1686          Asia              Master's                  Y
## 1687   EZYV1687          Asia            Bachelor's                  Y
## 1688   EZYV1688          Asia            Bachelor's                  Y
## 1689   EZYV1689          Asia           High School                  Y
## 1690   EZYV1690          Asia            Bachelor's                  Y
## 1692   EZYV1692          Asia              Master's                  Y
## 1695   EZYV1695 North America              Master's                  Y
## 1696   EZYV1696          Asia            Bachelor's                  N
## 1697   EZYV1697          Asia              Master's                  N
## 1698   EZYV1698 North America             Doctorate                  Y
## 1700   EZYV1700 South America             Doctorate                  N
## 1701   EZYV1701        Africa              Master's                  N
## 1702   EZYV1702       Oceania              Master's                  N
## 1703   EZYV1703          Asia              Master's                  N
## 1705   EZYV1705 North America              Master's                  N
## 1706   EZYV1706          Asia            Bachelor's                  Y
## 1708   EZYV1708          Asia              Master's                  Y
## 1709   EZYV1709          Asia              Master's                  N
## 1710   EZYV1710          Asia            Bachelor's                  Y
## 1711   EZYV1711          Asia             Doctorate                  N
## 1712   EZYV1712        Europe            Bachelor's                  Y
## 1713   EZYV1713          Asia              Master's                  Y
## 1714   EZYV1714        Africa            Bachelor's                  Y
## 1716   EZYV1716          Asia              Master's                  Y
## 1717   EZYV1717          Asia            Bachelor's                  N
## 1718   EZYV1718 North America            Bachelor's                  N
## 1719   EZYV1719          Asia            Bachelor's                  Y
## 1720   EZYV1720          Asia           High School                  Y
## 1721   EZYV1721          Asia            Bachelor's                  Y
## 1722   EZYV1722          Asia              Master's                  Y
## 1725   EZYV1725          Asia            Bachelor's                  N
## 1727   EZYV1727          Asia           High School                  N
## 1728   EZYV1728          Asia            Bachelor's                  N
## 1729   EZYV1729          Asia            Bachelor's                  Y
## 1730   EZYV1730        Europe            Bachelor's                  Y
## 1731   EZYV1731 North America              Master's                  N
## 1732   EZYV1732          Asia           High School                  N
## 1733   EZYV1733          Asia              Master's                  Y
## 1734   EZYV1734          Asia              Master's                  Y
## 1736   EZYV1736          Asia             Doctorate                  Y
## 1737   EZYV1737          Asia            Bachelor's                  Y
## 1738   EZYV1738          Asia            Bachelor's                  N
## 1739   EZYV1739          Asia              Master's                  N
## 1740   EZYV1740 South America              Master's                  N
## 1742   EZYV1742          Asia            Bachelor's                  Y
## 1743   EZYV1743        Europe            Bachelor's                  Y
## 1745   EZYV1745 North America            Bachelor's                  Y
## 1746   EZYV1746          Asia            Bachelor's                  N
## 1747   EZYV1747          Asia           High School                  Y
## 1748   EZYV1748          Asia            Bachelor's                  Y
## 1750   EZYV1750          Asia            Bachelor's                  N
## 1751   EZYV1751        Europe             Doctorate                  N
## 1752   EZYV1752          Asia            Bachelor's                  N
## 1753   EZYV1753 North America            Bachelor's                  Y
## 1754   EZYV1754       Oceania              Master's                  Y
## 1755   EZYV1755          Asia            Bachelor's                  Y
## 1756   EZYV1756          Asia              Master's                  N
## 1757   EZYV1757          Asia              Master's                  Y
## 1758   EZYV1758          Asia            Bachelor's                  Y
## 1759   EZYV1759          Asia            Bachelor's                  N
## 1761   EZYV1761          Asia              Master's                  Y
## 1762   EZYV1762          Asia              Master's                  N
## 1763   EZYV1763          Asia              Master's                  N
## 1764   EZYV1764          Asia              Master's                  Y
## 1765   EZYV1765          Asia            Bachelor's                  N
## 1766   EZYV1766          Asia              Master's                  Y
## 1769   EZYV1769          Asia            Bachelor's                  Y
## 1770   EZYV1770        Europe              Master's                  N
## 1772   EZYV1772        Europe            Bachelor's                  N
## 1773   EZYV1773 North America            Bachelor's                  N
## 1774   EZYV1774        Europe            Bachelor's                  Y
## 1775   EZYV1775          Asia              Master's                  Y
## 1776   EZYV1776          Asia              Master's                  Y
## 1777   EZYV1777          Asia              Master's                  N
## 1778   EZYV1778          Asia              Master's                  Y
## 1779   EZYV1779          Asia              Master's                  Y
## 1780   EZYV1780          Asia           High School                  Y
## 1781   EZYV1781          Asia            Bachelor's                  N
## 1782   EZYV1782          Asia           High School                  Y
## 1783   EZYV1783       Oceania              Master's                  Y
## 1784   EZYV1784          Asia            Bachelor's                  Y
## 1785   EZYV1785          Asia            Bachelor's                  Y
## 1786   EZYV1786        Europe           High School                  Y
## 1789   EZYV1789          Asia              Master's                  Y
## 1791   EZYV1791          Asia           High School                  N
## 1792   EZYV1792          Asia              Master's                  Y
## 1793   EZYV1793          Asia            Bachelor's                  N
## 1794   EZYV1794          Asia              Master's                  Y
## 1795   EZYV1795          Asia              Master's                  Y
## 1796   EZYV1796          Asia              Master's                  Y
## 1798   EZYV1798          Asia            Bachelor's                  N
## 1799   EZYV1799          Asia              Master's                  Y
## 1800   EZYV1800 North America            Bachelor's                  N
## 1801   EZYV1801          Asia            Bachelor's                  Y
## 1802   EZYV1802          Asia            Bachelor's                  Y
## 1805   EZYV1805        Europe             Doctorate                  N
## 1806   EZYV1806          Asia           High School                  N
## 1807   EZYV1807 South America              Master's                  N
## 1808   EZYV1808 North America            Bachelor's                  N
## 1809   EZYV1809 South America              Master's                  N
## 1813   EZYV1813          Asia            Bachelor's                  Y
## 1814   EZYV1814          Asia              Master's                  N
## 1815   EZYV1815 South America            Bachelor's                  N
## 1816   EZYV1816          Asia              Master's                  N
## 1817   EZYV1817 North America            Bachelor's                  N
## 1818   EZYV1818        Europe           High School                  Y
## 1819   EZYV1819        Europe           High School                  Y
## 1820   EZYV1820        Europe            Bachelor's                  N
## 1821   EZYV1821          Asia           High School                  N
## 1822   EZYV1822          Asia            Bachelor's                  N
## 1823   EZYV1823        Africa              Master's                  N
## 1824   EZYV1824          Asia            Bachelor's                  Y
## 1825   EZYV1825          Asia              Master's                  Y
## 1826   EZYV1826          Asia              Master's                  N
## 1827   EZYV1827        Europe              Master's                  N
## 1828   EZYV1828          Asia            Bachelor's                  Y
## 1829   EZYV1829          Asia              Master's                  N
## 1830   EZYV1830          Asia           High School                  N
## 1831   EZYV1831          Asia            Bachelor's                  N
## 1833   EZYV1833          Asia             Doctorate                  N
## 1835   EZYV1835          Asia            Bachelor's                  Y
## 1836   EZYV1836          Asia            Bachelor's                  N
## 1837   EZYV1837        Africa             Doctorate                  N
## 1838   EZYV1838        Europe              Master's                  Y
## 1839   EZYV1839 North America            Bachelor's                  Y
## 1840   EZYV1840          Asia            Bachelor's                  N
## 1841   EZYV1841          Asia              Master's                  N
## 1842   EZYV1842          Asia              Master's                  Y
## 1846   EZYV1846          Asia           High School                  N
## 1847   EZYV1847          Asia            Bachelor's                  Y
## 1849   EZYV1849          Asia            Bachelor's                  Y
## 1852   EZYV1852        Europe              Master's                  Y
## 1853   EZYV1853        Europe             Doctorate                  N
## 1854   EZYV1854          Asia              Master's                  N
## 1855   EZYV1855          Asia              Master's                  Y
## 1856   EZYV1856 North America             Doctorate                  Y
## 1857   EZYV1857          Asia            Bachelor's                  N
## 1858   EZYV1858        Europe             Doctorate                  Y
## 1859   EZYV1859          Asia            Bachelor's                  N
## 1860   EZYV1860       Oceania            Bachelor's                  Y
## 1861   EZYV1861          Asia              Master's                  Y
## 1862   EZYV1862          Asia              Master's                  Y
## 1863   EZYV1863 South America              Master's                  Y
## 1864   EZYV1864          Asia            Bachelor's                  Y
## 1865   EZYV1865        Africa             Doctorate                  Y
## 1866   EZYV1866          Asia              Master's                  Y
## 1867   EZYV1867          Asia              Master's                  N
## 1868   EZYV1868          Asia            Bachelor's                  N
## 1869   EZYV1869 North America              Master's                  Y
## 1870   EZYV1870          Asia              Master's                  N
## 1871   EZYV1871          Asia             Doctorate                  N
## 1872   EZYV1872        Europe              Master's                  N
## 1873   EZYV1873 North America              Master's                  Y
## 1874   EZYV1874        Europe              Master's                  Y
## 1876   EZYV1876          Asia              Master's                  N
## 1877   EZYV1877          Asia              Master's                  N
## 1878   EZYV1878          Asia            Bachelor's                  N
## 1879   EZYV1879        Europe            Bachelor's                  N
## 1880   EZYV1880          Asia              Master's                  N
## 1881   EZYV1881          Asia              Master's                  N
## 1882   EZYV1882          Asia              Master's                  N
## 1884   EZYV1884          Asia            Bachelor's                  Y
## 1885   EZYV1885          Asia            Bachelor's                  Y
## 1886   EZYV1886          Asia              Master's                  Y
## 1887   EZYV1887          Asia              Master's                  Y
## 1891   EZYV1891 North America              Master's                  Y
## 1892   EZYV1892          Asia              Master's                  Y
## 1893   EZYV1893 North America              Master's                  Y
## 1894   EZYV1894        Europe            Bachelor's                  Y
## 1895   EZYV1895          Asia            Bachelor's                  Y
## 1896   EZYV1896          Asia           High School                  Y
## 1897   EZYV1897        Europe             Doctorate                  Y
## 1898   EZYV1898          Asia           High School                  Y
## 1899   EZYV1899          Asia              Master's                  Y
## 1900   EZYV1900        Africa              Master's                  N
## 1901   EZYV1901          Asia           High School                  N
## 1902   EZYV1902          Asia              Master's                  Y
## 1903   EZYV1903 North America             Doctorate                  N
## 1904   EZYV1904          Asia            Bachelor's                  Y
## 1905   EZYV1905          Asia            Bachelor's                  Y
## 1906   EZYV1906        Europe              Master's                  N
## 1907   EZYV1907          Asia           High School                  N
## 1908   EZYV1908 North America            Bachelor's                  N
## 1910   EZYV1910          Asia              Master's                  N
## 1912   EZYV1912          Asia              Master's                  Y
## 1913   EZYV1913          Asia            Bachelor's                  Y
## 1914   EZYV1914          Asia            Bachelor's                  Y
## 1915   EZYV1915          Asia           High School                  Y
## 1916   EZYV1916        Africa              Master's                  N
## 1919   EZYV1919          Asia            Bachelor's                  Y
## 1920   EZYV1920          Asia            Bachelor's                  N
## 1921   EZYV1921          Asia              Master's                  Y
## 1922   EZYV1922        Africa              Master's                  Y
## 1923   EZYV1923        Europe              Master's                  Y
## 1925   EZYV1925 North America              Master's                  Y
## 1927   EZYV1927          Asia           High School                  Y
## 1928   EZYV1928          Asia              Master's                  Y
## 1929   EZYV1929          Asia            Bachelor's                  N
## 1930   EZYV1930          Asia              Master's                  N
## 1933   EZYV1933          Asia            Bachelor's                  N
## 1935   EZYV1935          Asia              Master's                  Y
## 1936   EZYV1936          Asia            Bachelor's                  N
## 1938   EZYV1938 North America             Doctorate                  Y
## 1940   EZYV1940          Asia              Master's                  N
## 1941   EZYV1941          Asia           High School                  N
## 1942   EZYV1942          Asia             Doctorate                  Y
## 1943   EZYV1943 North America           High School                  Y
## 1944   EZYV1944          Asia              Master's                  Y
## 1946   EZYV1946 North America            Bachelor's                  Y
## 1947   EZYV1947          Asia              Master's                  N
## 1948   EZYV1948        Europe              Master's                  Y
## 1949   EZYV1949        Africa              Master's                  N
## 1952   EZYV1952 North America              Master's                  N
## 1953   EZYV1953 North America            Bachelor's                  Y
## 1954   EZYV1954 South America            Bachelor's                  Y
## 1955   EZYV1955          Asia              Master's                  Y
## 1956   EZYV1956          Asia              Master's                  N
## 1957   EZYV1957          Asia            Bachelor's                  Y
## 1958   EZYV1958 North America            Bachelor's                  Y
## 1959   EZYV1959          Asia            Bachelor's                  Y
## 1964   EZYV1964          Asia            Bachelor's                  N
## 1965   EZYV1965          Asia            Bachelor's                  Y
## 1966   EZYV1966          Asia            Bachelor's                  Y
## 1968   EZYV1968          Asia              Master's                  N
## 1970   EZYV1970          Asia              Master's                  N
## 1971   EZYV1971        Europe              Master's                  Y
## 1972   EZYV1972          Asia            Bachelor's                  Y
## 1973   EZYV1973          Asia              Master's                  Y
## 1974   EZYV1974 North America              Master's                  Y
## 1975   EZYV1975          Asia              Master's                  N
## 1976   EZYV1976          Asia            Bachelor's                  Y
## 1977   EZYV1977          Asia            Bachelor's                  Y
## 1978   EZYV1978          Asia              Master's                  Y
## 1979   EZYV1979          Asia              Master's                  N
## 1980   EZYV1980 South America            Bachelor's                  Y
## 1981   EZYV1981 South America              Master's                  N
## 1982   EZYV1982          Asia              Master's                  Y
## 1984   EZYV1984          Asia           High School                  Y
## 1985   EZYV1985          Asia              Master's                  N
## 1986   EZYV1986          Asia              Master's                  N
## 1987   EZYV1987          Asia              Master's                  Y
## 1988   EZYV1988 South America              Master's                  N
## 1989   EZYV1989          Asia           High School                  N
## 1991   EZYV1991          Asia             Doctorate                  Y
## 1992   EZYV1992          Asia            Bachelor's                  N
## 1993   EZYV1993          Asia              Master's                  N
## 1994   EZYV1994          Asia            Bachelor's                  Y
## 1995   EZYV1995 South America             Doctorate                  Y
## 1996   EZYV1996        Europe            Bachelor's                  N
## 1997   EZYV1997          Asia            Bachelor's                  N
## 1998   EZYV1998          Asia              Master's                  N
## 1999   EZYV1999 South America            Bachelor's                  N
## 2000   EZYV2000          Asia           High School                  Y
## 2001   EZYV2001          Asia              Master's                  Y
## 2002   EZYV2002          Asia            Bachelor's                  Y
## 2003   EZYV2003 South America            Bachelor's                  Y
## 2004   EZYV2004          Asia            Bachelor's                  N
## 2006   EZYV2006 North America             Doctorate                  Y
## 2007   EZYV2007 North America              Master's                  N
## 2008   EZYV2008          Asia            Bachelor's                  Y
## 2009   EZYV2009 North America             Doctorate                  N
## 2010   EZYV2010          Asia           High School                  Y
## 2011   EZYV2011          Asia            Bachelor's                  N
## 2012   EZYV2012          Asia            Bachelor's                  Y
## 2013   EZYV2013          Asia            Bachelor's                  N
## 2015   EZYV2015        Africa            Bachelor's                  Y
## 2016   EZYV2016          Asia             Doctorate                  Y
## 2017   EZYV2017          Asia           High School                  Y
## 2018   EZYV2018          Asia              Master's                  Y
## 2019   EZYV2019          Asia            Bachelor's                  Y
## 2020   EZYV2020          Asia           High School                  Y
## 2021   EZYV2021        Europe            Bachelor's                  Y
## 2022   EZYV2022 North America            Bachelor's                  Y
## 2023   EZYV2023        Europe             Doctorate                  N
## 2024   EZYV2024 North America              Master's                  Y
## 2025   EZYV2025          Asia            Bachelor's                  N
## 2026   EZYV2026          Asia              Master's                  Y
## 2028   EZYV2028 South America             Doctorate                  Y
## 2029   EZYV2029        Europe              Master's                  Y
## 2030   EZYV2030          Asia              Master's                  Y
## 2031   EZYV2031          Asia             Doctorate                  N
## 2032   EZYV2032          Asia            Bachelor's                  Y
## 2033   EZYV2033          Asia             Doctorate                  Y
## 2034   EZYV2034          Asia              Master's                  Y
## 2035   EZYV2035          Asia            Bachelor's                  N
## 2036   EZYV2036          Asia              Master's                  Y
## 2037   EZYV2037          Asia           High School                  Y
## 2038   EZYV2038          Asia           High School                  Y
## 2039   EZYV2039       Oceania           High School                  Y
## 2040   EZYV2040          Asia            Bachelor's                  Y
## 2041   EZYV2041          Asia              Master's                  Y
## 2042   EZYV2042          Asia           High School                  N
## 2043   EZYV2043          Asia              Master's                  Y
## 2044   EZYV2044          Asia           High School                  N
## 2045   EZYV2045          Asia            Bachelor's                  N
## 2046   EZYV2046        Europe            Bachelor's                  Y
## 2047   EZYV2047        Europe              Master's                  Y
## 2048   EZYV2048          Asia              Master's                  Y
## 2049   EZYV2049          Asia            Bachelor's                  Y
## 2051   EZYV2051          Asia              Master's                  Y
## 2052   EZYV2052        Europe              Master's                  N
## 2053   EZYV2053        Europe              Master's                  Y
## 2054   EZYV2054        Europe            Bachelor's                  Y
## 2055   EZYV2055 North America            Bachelor's                  N
## 2056   EZYV2056          Asia            Bachelor's                  N
## 2057   EZYV2057          Asia           High School                  Y
## 2058   EZYV2058 South America            Bachelor's                  N
## 2059   EZYV2059          Asia              Master's                  Y
## 2060   EZYV2060          Asia              Master's                  N
## 2061   EZYV2061          Asia            Bachelor's                  Y
## 2063   EZYV2063          Asia            Bachelor's                  Y
## 2064   EZYV2064        Africa              Master's                  Y
## 2065   EZYV2065          Asia            Bachelor's                  Y
## 2066   EZYV2066          Asia            Bachelor's                  Y
## 2068   EZYV2068        Europe           High School                  N
## 2069   EZYV2069 North America              Master's                  Y
## 2071   EZYV2071          Asia            Bachelor's                  N
## 2072   EZYV2072          Asia              Master's                  Y
## 2073   EZYV2073          Asia           High School                  Y
## 2074   EZYV2074 North America            Bachelor's                  Y
## 2075   EZYV2075          Asia              Master's                  N
## 2076   EZYV2076          Asia              Master's                  N
## 2078   EZYV2078          Asia            Bachelor's                  N
## 2079   EZYV2079          Asia            Bachelor's                  N
## 2080   EZYV2080 North America           High School                  Y
## 2081   EZYV2081 North America            Bachelor's                  Y
## 2082   EZYV2082 South America            Bachelor's                  N
## 2083   EZYV2083          Asia            Bachelor's                  Y
## 2084   EZYV2084          Asia            Bachelor's                  Y
## 2085   EZYV2085 North America            Bachelor's                  N
## 2086   EZYV2086          Asia             Doctorate                  Y
## 2087   EZYV2087 North America            Bachelor's                  N
## 2089   EZYV2089        Africa            Bachelor's                  Y
## 2090   EZYV2090          Asia           High School                  Y
## 2092   EZYV2092        Europe           High School                  Y
## 2093   EZYV2093 North America            Bachelor's                  Y
## 2094   EZYV2094        Europe              Master's                  N
## 2096   EZYV2096          Asia            Bachelor's                  Y
## 2099   EZYV2099          Asia            Bachelor's                  Y
## 2101   EZYV2101          Asia              Master's                  Y
## 2102   EZYV2102          Asia              Master's                  N
## 2103   EZYV2103 North America              Master's                  N
## 2104   EZYV2104        Europe            Bachelor's                  Y
## 2105   EZYV2105          Asia             Doctorate                  N
## 2106   EZYV2106        Europe            Bachelor's                  Y
## 2107   EZYV2107 North America            Bachelor's                  Y
## 2108   EZYV2108          Asia            Bachelor's                  N
## 2109   EZYV2109          Asia            Bachelor's                  Y
## 2110   EZYV2110        Europe           High School                  N
## 2114   EZYV2114 North America              Master's                  Y
## 2120   EZYV2120 North America            Bachelor's                  N
## 2121   EZYV2121        Europe            Bachelor's                  Y
## 2122   EZYV2122          Asia            Bachelor's                  Y
## 2123   EZYV2123          Asia            Bachelor's                  Y
## 2124   EZYV2124          Asia           High School                  Y
## 2126   EZYV2126 North America              Master's                  Y
## 2127   EZYV2127          Asia              Master's                  Y
## 2129   EZYV2129          Asia              Master's                  Y
## 2130   EZYV2130          Asia              Master's                  Y
## 2131   EZYV2131          Asia            Bachelor's                  N
## 2132   EZYV2132        Europe             Doctorate                  Y
## 2133   EZYV2133          Asia            Bachelor's                  Y
## 2134   EZYV2134          Asia              Master's                  Y
## 2135   EZYV2135          Asia              Master's                  Y
## 2136   EZYV2136        Europe           High School                  Y
## 2138   EZYV2138 North America              Master's                  Y
## 2139   EZYV2139          Asia           High School                  N
## 2140   EZYV2140 North America              Master's                  Y
## 2142   EZYV2142          Asia              Master's                  Y
## 2143   EZYV2143          Asia           High School                  N
## 2145   EZYV2145          Asia           High School                  Y
## 2146   EZYV2146          Asia            Bachelor's                  Y
## 2147   EZYV2147          Asia              Master's                  Y
## 2148   EZYV2148          Asia              Master's                  Y
## 2149   EZYV2149          Asia            Bachelor's                  N
## 2151   EZYV2151          Asia            Bachelor's                  Y
## 2152   EZYV2152          Asia              Master's                  N
## 2153   EZYV2153          Asia            Bachelor's                  Y
## 2154   EZYV2154          Asia              Master's                  N
## 2155   EZYV2155 North America            Bachelor's                  Y
## 2156   EZYV2156        Europe              Master's                  N
## 2157   EZYV2157          Asia              Master's                  N
## 2158   EZYV2158          Asia           High School                  Y
## 2160   EZYV2160          Asia             Doctorate                  N
## 2161   EZYV2161 North America            Bachelor's                  N
## 2164   EZYV2164          Asia            Bachelor's                  N
## 2165   EZYV2165          Asia              Master's                  Y
## 2167   EZYV2167          Asia              Master's                  N
## 2168   EZYV2168          Asia            Bachelor's                  Y
## 2169   EZYV2169          Asia              Master's                  Y
## 2171   EZYV2171          Asia            Bachelor's                  N
## 2172   EZYV2172          Asia            Bachelor's                  N
## 2176   EZYV2176        Europe            Bachelor's                  Y
## 2177   EZYV2177 North America            Bachelor's                  N
## 2178   EZYV2178          Asia             Doctorate                  N
## 2179   EZYV2179          Asia           High School                  Y
## 2180   EZYV2180 North America           High School                  Y
## 2181   EZYV2181 North America            Bachelor's                  N
## 2183   EZYV2183          Asia            Bachelor's                  N
## 2184   EZYV2184          Asia              Master's                  N
## 2186   EZYV2186          Asia              Master's                  Y
## 2189   EZYV2189          Asia              Master's                  Y
## 2190   EZYV2190          Asia              Master's                  Y
## 2191   EZYV2191          Asia           High School                  N
## 2192   EZYV2192          Asia              Master's                  Y
## 2193   EZYV2193          Asia            Bachelor's                  Y
## 2194   EZYV2194          Asia              Master's                  Y
## 2196   EZYV2196        Europe            Bachelor's                  Y
## 2197   EZYV2197          Asia              Master's                  N
## 2198   EZYV2198          Asia            Bachelor's                  Y
## 2199   EZYV2199          Asia              Master's                  Y
## 2200   EZYV2200        Europe             Doctorate                  Y
## 2201   EZYV2201          Asia            Bachelor's                  Y
## 2202   EZYV2202          Asia            Bachelor's                  Y
## 2203   EZYV2203          Asia              Master's                  Y
## 2204   EZYV2204        Africa            Bachelor's                  Y
## 2205   EZYV2205          Asia            Bachelor's                  Y
## 2206   EZYV2206 North America              Master's                  Y
## 2208   EZYV2208          Asia           High School                  N
## 2209   EZYV2209          Asia            Bachelor's                  Y
## 2210   EZYV2210          Asia              Master's                  Y
## 2211   EZYV2211          Asia              Master's                  N
## 2212   EZYV2212 South America              Master's                  Y
## 2213   EZYV2213          Asia           High School                  Y
## 2214   EZYV2214 South America            Bachelor's                  Y
## 2215   EZYV2215 North America            Bachelor's                  N
## 2216   EZYV2216 South America            Bachelor's                  N
## 2217   EZYV2217        Europe            Bachelor's                  N
## 2218   EZYV2218          Asia           High School                  N
## 2219   EZYV2219        Europe           High School                  N
## 2220   EZYV2220          Asia              Master's                  Y
## 2221   EZYV2221        Europe              Master's                  N
## 2222   EZYV2222          Asia           High School                  Y
## 2224   EZYV2224          Asia            Bachelor's                  Y
## 2225   EZYV2225          Asia           High School                  Y
## 2227   EZYV2227       Oceania              Master's                  Y
## 2229   EZYV2229 North America            Bachelor's                  N
## 2230   EZYV2230 South America              Master's                  Y
## 2231   EZYV2231          Asia              Master's                  N
## 2232   EZYV2232 North America              Master's                  Y
## 2233   EZYV2233          Asia            Bachelor's                  Y
## 2234   EZYV2234        Europe              Master's                  Y
## 2235   EZYV2235 North America            Bachelor's                  N
## 2236   EZYV2236 North America              Master's                  Y
## 2237   EZYV2237          Asia            Bachelor's                  Y
## 2238   EZYV2238        Europe              Master's                  N
## 2239   EZYV2239        Europe              Master's                  N
## 2240   EZYV2240          Asia              Master's                  N
## 2241   EZYV2241 South America              Master's                  Y
## 2242   EZYV2242        Europe            Bachelor's                  Y
## 2244   EZYV2244          Asia              Master's                  N
## 2245   EZYV2245          Asia           High School                  Y
## 2248   EZYV2248          Asia             Doctorate                  Y
## 2249   EZYV2249          Asia              Master's                  N
## 2250   EZYV2250          Asia            Bachelor's                  Y
## 2251   EZYV2251 North America              Master's                  Y
## 2252   EZYV2252 North America            Bachelor's                  N
## 2253   EZYV2253          Asia              Master's                  Y
## 2254   EZYV2254          Asia            Bachelor's                  Y
## 2255   EZYV2255       Oceania              Master's                  N
## 2256   EZYV2256 North America           High School                  Y
## 2257   EZYV2257        Europe              Master's                  Y
## 2258   EZYV2258          Asia             Doctorate                  Y
## 2259   EZYV2259        Europe              Master's                  N
## 2260   EZYV2260          Asia              Master's                  Y
## 2261   EZYV2261          Asia             Doctorate                  Y
## 2262   EZYV2262          Asia              Master's                  Y
## 2263   EZYV2263          Asia            Bachelor's                  N
## 2264   EZYV2264        Europe           High School                  N
## 2265   EZYV2265          Asia            Bachelor's                  Y
## 2268   EZYV2268 North America           High School                  Y
## 2269   EZYV2269        Europe            Bachelor's                  N
## 2270   EZYV2270        Europe              Master's                  N
## 2271   EZYV2271          Asia            Bachelor's                  Y
## 2272   EZYV2272          Asia              Master's                  Y
## 2273   EZYV2273          Asia            Bachelor's                  N
## 2275   EZYV2275       Oceania              Master's                  N
## 2276   EZYV2276          Asia           High School                  Y
## 2277   EZYV2277          Asia              Master's                  N
## 2278   EZYV2278          Asia            Bachelor's                  Y
## 2280   EZYV2280          Asia           High School                  Y
## 2283   EZYV2283          Asia            Bachelor's                  Y
## 2284   EZYV2284          Asia           High School                  Y
## 2285   EZYV2285        Europe              Master's                  Y
## 2286   EZYV2286          Asia            Bachelor's                  Y
## 2287   EZYV2287        Europe            Bachelor's                  N
## 2288   EZYV2288          Asia              Master's                  Y
## 2289   EZYV2289 North America             Doctorate                  N
## 2290   EZYV2290          Asia             Doctorate                  Y
## 2292   EZYV2292          Asia            Bachelor's                  Y
## 2293   EZYV2293          Asia            Bachelor's                  N
## 2294   EZYV2294          Asia            Bachelor's                  Y
## 2295   EZYV2295          Asia              Master's                  Y
## 2296   EZYV2296          Asia              Master's                  Y
## 2297   EZYV2297          Asia             Doctorate                  N
## 2298   EZYV2298          Asia           High School                  Y
## 2299   EZYV2299          Asia            Bachelor's                  Y
## 2300   EZYV2300        Africa             Doctorate                  N
## 2301   EZYV2301        Europe            Bachelor's                  Y
## 2302   EZYV2302          Asia            Bachelor's                  N
## 2305   EZYV2305        Europe              Master's                  Y
## 2309   EZYV2309          Asia            Bachelor's                  Y
## 2310   EZYV2310          Asia              Master's                  Y
## 2311   EZYV2311        Europe              Master's                  Y
## 2312   EZYV2312        Europe            Bachelor's                  Y
## 2313   EZYV2313          Asia            Bachelor's                  N
## 2314   EZYV2314          Asia              Master's                  Y
## 2315   EZYV2315          Asia            Bachelor's                  Y
## 2316   EZYV2316 North America           High School                  Y
## 2318   EZYV2318        Europe              Master's                  N
## 2319   EZYV2319        Europe             Doctorate                  N
## 2320   EZYV2320        Europe              Master's                  Y
## 2321   EZYV2321          Asia              Master's                  Y
## 2322   EZYV2322          Asia            Bachelor's                  N
## 2323   EZYV2323          Asia            Bachelor's                  N
## 2324   EZYV2324          Asia            Bachelor's                  N
## 2325   EZYV2325          Asia            Bachelor's                  Y
## 2326   EZYV2326          Asia              Master's                  N
## 2327   EZYV2327          Asia              Master's                  Y
## 2330   EZYV2330          Asia              Master's                  N
## 2331   EZYV2331          Asia            Bachelor's                  Y
## 2333   EZYV2333          Asia            Bachelor's                  N
## 2334   EZYV2334        Europe            Bachelor's                  N
## 2335   EZYV2335          Asia            Bachelor's                  Y
## 2336   EZYV2336          Asia           High School                  N
## 2337   EZYV2337        Africa            Bachelor's                  Y
## 2338   EZYV2338          Asia              Master's                  N
## 2339   EZYV2339          Asia            Bachelor's                  N
## 2341   EZYV2341        Europe             Doctorate                  N
## 2342   EZYV2342          Asia              Master's                  N
## 2343   EZYV2343          Asia              Master's                  N
## 2345   EZYV2345          Asia            Bachelor's                  Y
## 2346   EZYV2346          Asia            Bachelor's                  N
## 2347   EZYV2347 South America            Bachelor's                  Y
## 2348   EZYV2348          Asia              Master's                  N
## 2350   EZYV2350          Asia            Bachelor's                  N
## 2351   EZYV2351          Asia              Master's                  N
## 2352   EZYV2352          Asia           High School                  Y
## 2353   EZYV2353          Asia            Bachelor's                  Y
## 2354   EZYV2354          Asia            Bachelor's                  N
## 2355   EZYV2355          Asia            Bachelor's                  Y
## 2356   EZYV2356 North America            Bachelor's                  Y
## 2358   EZYV2358        Europe             Doctorate                  Y
## 2359   EZYV2359 South America            Bachelor's                  N
## 2360   EZYV2360 South America            Bachelor's                  Y
## 2362   EZYV2362          Asia              Master's                  N
## 2363   EZYV2363 North America              Master's                  Y
## 2364   EZYV2364          Asia              Master's                  N
## 2366   EZYV2366          Asia              Master's                  Y
## 2368   EZYV2368        Europe            Bachelor's                  N
## 2370   EZYV2370          Asia            Bachelor's                  N
## 2372   EZYV2372          Asia            Bachelor's                  N
## 2373   EZYV2373          Asia              Master's                  Y
## 2374   EZYV2374          Asia            Bachelor's                  Y
## 2375   EZYV2375 North America              Master's                  N
## 2377   EZYV2377 South America            Bachelor's                  N
## 2380   EZYV2380       Oceania              Master's                  Y
## 2381   EZYV2381          Asia              Master's                  Y
## 2383   EZYV2383          Asia            Bachelor's                  N
## 2384   EZYV2384          Asia           High School                  Y
## 2385   EZYV2385          Asia           High School                  N
## 2386   EZYV2386          Asia            Bachelor's                  Y
## 2387   EZYV2387          Asia              Master's                  Y
## 2388   EZYV2388          Asia            Bachelor's                  N
## 2389   EZYV2389          Asia              Master's                  Y
## 2391   EZYV2391          Asia            Bachelor's                  N
## 2392   EZYV2392          Asia              Master's                  N
## 2393   EZYV2393          Asia           High School                  Y
## 2394   EZYV2394        Europe            Bachelor's                  Y
## 2395   EZYV2395          Asia              Master's                  Y
## 2396   EZYV2396        Europe            Bachelor's                  Y
## 2397   EZYV2397          Asia              Master's                  N
## 2400   EZYV2400          Asia           High School                  Y
## 2403   EZYV2403          Asia            Bachelor's                  N
## 2404   EZYV2404          Asia           High School                  Y
## 2405   EZYV2405          Asia            Bachelor's                  Y
## 2406   EZYV2406 North America              Master's                  Y
## 2407   EZYV2407          Asia              Master's                  Y
## 2408   EZYV2408          Asia            Bachelor's                  N
## 2409   EZYV2409          Asia           High School                  N
## 2410   EZYV2410          Asia            Bachelor's                  N
## 2411   EZYV2411          Asia           High School                  N
## 2412   EZYV2412          Asia           High School                  N
## 2413   EZYV2413          Asia           High School                  Y
## 2417   EZYV2417        Europe            Bachelor's                  Y
## 2418   EZYV2418          Asia            Bachelor's                  N
## 2419   EZYV2419          Asia           High School                  N
## 2420   EZYV2420          Asia              Master's                  N
## 2421   EZYV2421          Asia            Bachelor's                  Y
## 2422   EZYV2422          Asia              Master's                  Y
## 2423   EZYV2423        Europe             Doctorate                  N
## 2424   EZYV2424          Asia              Master's                  Y
## 2425   EZYV2425          Asia            Bachelor's                  N
## 2426   EZYV2426          Asia              Master's                  Y
## 2427   EZYV2427        Europe           High School                  Y
## 2428   EZYV2428        Europe           High School                  Y
## 2431   EZYV2431          Asia              Master's                  N
## 2432   EZYV2432          Asia           High School                  Y
## 2433   EZYV2433          Asia              Master's                  Y
## 2434   EZYV2434          Asia             Doctorate                  N
## 2435   EZYV2435       Oceania              Master's                  Y
## 2436   EZYV2436          Asia           High School                  N
## 2437   EZYV2437          Asia            Bachelor's                  Y
## 2438   EZYV2438          Asia           High School                  N
## 2440   EZYV2440          Asia              Master's                  Y
## 2441   EZYV2441          Asia            Bachelor's                  N
## 2442   EZYV2442       Oceania           High School                  Y
## 2443   EZYV2443          Asia              Master's                  Y
## 2444   EZYV2444          Asia              Master's                  N
## 2445   EZYV2445 North America              Master's                  Y
## 2446   EZYV2446          Asia           High School                  N
## 2447   EZYV2447          Asia              Master's                  N
## 2448   EZYV2448          Asia           High School                  Y
## 2449   EZYV2449          Asia           High School                  Y
## 2450   EZYV2450        Europe            Bachelor's                  Y
## 2452   EZYV2452          Asia              Master's                  Y
## 2455   EZYV2455          Asia            Bachelor's                  Y
## 2456   EZYV2456          Asia            Bachelor's                  Y
## 2457   EZYV2457        Europe            Bachelor's                  Y
## 2458   EZYV2458          Asia           High School                  N
## 2459   EZYV2459 North America            Bachelor's                  Y
## 2461   EZYV2461        Europe             Doctorate                  Y
## 2462   EZYV2462        Europe           High School                  N
## 2463   EZYV2463          Asia            Bachelor's                  Y
## 2464   EZYV2464          Asia            Bachelor's                  N
## 2465   EZYV2465          Asia            Bachelor's                  Y
## 2467   EZYV2467          Asia              Master's                  N
## 2468   EZYV2468          Asia            Bachelor's                  Y
## 2470   EZYV2470 North America           High School                  Y
## 2471   EZYV2471          Asia            Bachelor's                  Y
## 2472   EZYV2472          Asia            Bachelor's                  Y
## 2474   EZYV2474        Europe            Bachelor's                  N
## 2475   EZYV2475          Asia             Doctorate                  N
## 2476   EZYV2476          Asia              Master's                  Y
## 2477   EZYV2477 North America            Bachelor's                  N
## 2478   EZYV2478          Asia              Master's                  N
## 2479   EZYV2479 North America             Doctorate                  Y
## 2480   EZYV2480          Asia            Bachelor's                  Y
## 2481   EZYV2481        Europe              Master's                  Y
## 2482   EZYV2482          Asia            Bachelor's                  N
## 2483   EZYV2483        Europe             Doctorate                  Y
## 2484   EZYV2484          Asia            Bachelor's                  Y
## 2485   EZYV2485          Asia            Bachelor's                  Y
## 2486   EZYV2486          Asia            Bachelor's                  Y
## 2487   EZYV2487 North America              Master's                  Y
## 2489   EZYV2489          Asia              Master's                  Y
## 2490   EZYV2490          Asia            Bachelor's                  Y
## 2491   EZYV2491          Asia              Master's                  Y
## 2492   EZYV2492          Asia              Master's                  N
## 2494   EZYV2494          Asia           High School                  Y
## 2496   EZYV2496 South America           High School                  N
## 2497   EZYV2497        Europe              Master's                  N
## 2500   EZYV2500        Europe            Bachelor's                  Y
## 2501   EZYV2501          Asia              Master's                  N
## 2502   EZYV2502          Asia              Master's                  Y
## 2504   EZYV2504          Asia            Bachelor's                  Y
## 2506   EZYV2506          Asia            Bachelor's                  Y
## 2507   EZYV2507 North America              Master's                  Y
## 2508   EZYV2508          Asia             Doctorate                  N
## 2509   EZYV2509          Asia            Bachelor's                  Y
## 2510   EZYV2510          Asia            Bachelor's                  Y
## 2511   EZYV2511          Asia              Master's                  Y
## 2513   EZYV2513          Asia           High School                  N
## 2515   EZYV2515 South America             Doctorate                  Y
## 2516   EZYV2516          Asia              Master's                  N
## 2517   EZYV2517          Asia              Master's                  N
## 2518   EZYV2518          Asia              Master's                  N
## 2519   EZYV2519          Asia           High School                  N
## 2521   EZYV2521          Asia            Bachelor's                  N
## 2522   EZYV2522          Asia            Bachelor's                  Y
## 2523   EZYV2523        Europe             Doctorate                  Y
## 2524   EZYV2524          Asia             Doctorate                  Y
## 2525   EZYV2525          Asia            Bachelor's                  N
## 2526   EZYV2526          Asia              Master's                  N
## 2527   EZYV2527          Asia              Master's                  Y
## 2528   EZYV2528          Asia            Bachelor's                  N
## 2529   EZYV2529        Europe             Doctorate                  Y
## 2530   EZYV2530          Asia              Master's                  Y
## 2531   EZYV2531          Asia            Bachelor's                  Y
## 2535   EZYV2535          Asia            Bachelor's                  N
## 2537   EZYV2537 North America              Master's                  Y
## 2538   EZYV2538          Asia              Master's                  N
## 2539   EZYV2539 North America            Bachelor's                  Y
## 2540   EZYV2540          Asia              Master's                  Y
## 2542   EZYV2542          Asia            Bachelor's                  Y
## 2545   EZYV2545          Asia           High School                  Y
## 2547   EZYV2547          Asia              Master's                  Y
## 2548   EZYV2548          Asia           High School                  Y
## 2549   EZYV2549          Asia             Doctorate                  Y
## 2550   EZYV2550          Asia           High School                  Y
## 2551   EZYV2551 North America            Bachelor's                  Y
## 2553   EZYV2553        Africa             Doctorate                  N
## 2554   EZYV2554        Europe            Bachelor's                  Y
## 2556   EZYV2556          Asia              Master's                  Y
## 2557   EZYV2557        Europe            Bachelor's                  N
## 2558   EZYV2558          Asia              Master's                  Y
## 2560   EZYV2560 North America              Master's                  Y
## 2561   EZYV2561          Asia              Master's                  Y
## 2562   EZYV2562          Asia            Bachelor's                  N
## 2563   EZYV2563          Asia            Bachelor's                  Y
## 2564   EZYV2564          Asia            Bachelor's                  Y
## 2565   EZYV2565          Asia            Bachelor's                  N
## 2566   EZYV2566          Asia              Master's                  N
## 2567   EZYV2567          Asia              Master's                  Y
## 2568   EZYV2568          Asia              Master's                  Y
## 2569   EZYV2569        Europe             Doctorate                  Y
## 2570   EZYV2570          Asia              Master's                  N
## 2574   EZYV2574        Europe              Master's                  Y
## 2575   EZYV2575          Asia            Bachelor's                  N
## 2576   EZYV2576        Africa              Master's                  Y
## 2577   EZYV2577          Asia              Master's                  Y
## 2578   EZYV2578          Asia            Bachelor's                  Y
## 2579   EZYV2579 South America           High School                  Y
## 2580   EZYV2580          Asia            Bachelor's                  Y
## 2581   EZYV2581          Asia              Master's                  N
## 2582   EZYV2582        Europe           High School                  Y
## 2584   EZYV2584          Asia              Master's                  Y
## 2585   EZYV2585          Asia           High School                  N
## 2586   EZYV2586          Asia           High School                  N
## 2587   EZYV2587          Asia            Bachelor's                  N
## 2588   EZYV2588          Asia            Bachelor's                  Y
## 2589   EZYV2589 North America              Master's                  Y
## 2590   EZYV2590          Asia           High School                  N
## 2591   EZYV2591          Asia              Master's                  Y
## 2594   EZYV2594 North America              Master's                  N
## 2595   EZYV2595          Asia              Master's                  Y
## 2596   EZYV2596          Asia              Master's                  N
## 2597   EZYV2597          Asia            Bachelor's                  N
## 2600   EZYV2600 North America           High School                  Y
## 2601   EZYV2601          Asia              Master's                  N
## 2602   EZYV2602 South America              Master's                  N
## 2605   EZYV2605          Asia            Bachelor's                  Y
## 2606   EZYV2606          Asia            Bachelor's                  Y
## 2607   EZYV2607          Asia            Bachelor's                  Y
## 2608   EZYV2608          Asia           High School                  N
## 2609   EZYV2609          Asia              Master's                  Y
## 2610   EZYV2610          Asia            Bachelor's                  Y
## 2611   EZYV2611        Africa            Bachelor's                  N
## 2614   EZYV2614          Asia            Bachelor's                  N
## 2615   EZYV2615        Africa              Master's                  Y
## 2616   EZYV2616          Asia              Master's                  Y
## 2617   EZYV2617          Asia            Bachelor's                  Y
## 2618   EZYV2618          Asia            Bachelor's                  Y
## 2619   EZYV2619          Asia              Master's                  N
## 2620   EZYV2620          Asia            Bachelor's                  N
## 2621   EZYV2621          Asia            Bachelor's                  Y
## 2622   EZYV2622          Asia            Bachelor's                  Y
## 2623   EZYV2623          Asia              Master's                  N
## 2624   EZYV2624          Asia              Master's                  N
## 2625   EZYV2625          Asia            Bachelor's                  Y
## 2626   EZYV2626        Europe            Bachelor's                  Y
## 2627   EZYV2627          Asia           High School                  N
## 2628   EZYV2628 North America              Master's                  Y
## 2633   EZYV2633 North America              Master's                  Y
## 2634   EZYV2634          Asia            Bachelor's                  Y
## 2635   EZYV2635          Asia            Bachelor's                  N
## 2636   EZYV2636          Asia            Bachelor's                  N
## 2637   EZYV2637          Asia              Master's                  Y
## 2638   EZYV2638 North America            Bachelor's                  Y
## 2639   EZYV2639 North America              Master's                  Y
## 2640   EZYV2640 North America             Doctorate                  Y
## 2642   EZYV2642          Asia              Master's                  N
## 2643   EZYV2643        Africa             Doctorate                  N
## 2644   EZYV2644          Asia            Bachelor's                  Y
## 2646   EZYV2646          Asia              Master's                  N
## 2647   EZYV2647          Asia            Bachelor's                  Y
## 2648   EZYV2648          Asia              Master's                  N
## 2649   EZYV2649 North America              Master's                  Y
## 2650   EZYV2650          Asia            Bachelor's                  Y
## 2651   EZYV2651 South America              Master's                  N
## 2652   EZYV2652          Asia            Bachelor's                  N
## 2653   EZYV2653          Asia            Bachelor's                  N
## 2654   EZYV2654 North America            Bachelor's                  N
## 2655   EZYV2655        Europe           High School                  Y
## 2657   EZYV2657          Asia              Master's                  Y
## 2658   EZYV2658          Asia              Master's                  Y
## 2659   EZYV2659          Asia            Bachelor's                  N
## 2660   EZYV2660        Europe              Master's                  Y
## 2663   EZYV2663          Asia              Master's                  N
## 2664   EZYV2664          Asia           High School                  Y
## 2665   EZYV2665          Asia             Doctorate                  Y
## 2666   EZYV2666        Europe              Master's                  Y
## 2667   EZYV2667          Asia            Bachelor's                  Y
## 2669   EZYV2669          Asia            Bachelor's                  Y
## 2671   EZYV2671 North America              Master's                  Y
## 2673   EZYV2673          Asia              Master's                  Y
## 2674   EZYV2674          Asia           High School                  N
## 2675   EZYV2675          Asia            Bachelor's                  Y
## 2677   EZYV2677 North America              Master's                  N
## 2678   EZYV2678          Asia            Bachelor's                  Y
## 2679   EZYV2679          Asia           High School                  N
## 2680   EZYV2680          Asia            Bachelor's                  Y
## 2681   EZYV2681        Europe             Doctorate                  Y
## 2683   EZYV2683          Asia              Master's                  Y
## 2684   EZYV2684          Asia            Bachelor's                  N
## 2685   EZYV2685          Asia           High School                  N
## 2686   EZYV2686 North America              Master's                  N
## 2687   EZYV2687          Asia             Doctorate                  Y
## 2688   EZYV2688        Europe            Bachelor's                  Y
## 2690   EZYV2690          Asia              Master's                  Y
## 2691   EZYV2691        Europe              Master's                  Y
## 2692   EZYV2692          Asia              Master's                  Y
## 2693   EZYV2693          Asia            Bachelor's                  N
## 2694   EZYV2694          Asia              Master's                  Y
## 2695   EZYV2695          Asia            Bachelor's                  N
## 2697   EZYV2697 North America            Bachelor's                  N
## 2698   EZYV2698          Asia              Master's                  N
## 2699   EZYV2699          Asia            Bachelor's                  Y
## 2700   EZYV2700          Asia             Doctorate                  Y
## 2702   EZYV2702          Asia              Master's                  N
## 2703   EZYV2703          Asia             Doctorate                  Y
## 2705   EZYV2705        Europe           High School                  Y
## 2706   EZYV2706          Asia            Bachelor's                  Y
## 2707   EZYV2707        Europe            Bachelor's                  Y
## 2708   EZYV2708          Asia           High School                  N
## 2710   EZYV2710          Asia            Bachelor's                  N
## 2711   EZYV2711          Asia              Master's                  N
## 2713   EZYV2713          Asia            Bachelor's                  N
## 2714   EZYV2714          Asia           High School                  Y
## 2715   EZYV2715          Asia           High School                  N
## 2716   EZYV2716          Asia            Bachelor's                  Y
## 2717   EZYV2717        Europe            Bachelor's                  N
## 2718   EZYV2718          Asia           High School                  Y
## 2721   EZYV2721        Europe              Master's                  N
## 2722   EZYV2722          Asia              Master's                  N
## 2723   EZYV2723 South America            Bachelor's                  N
## 2724   EZYV2724          Asia              Master's                  N
## 2726   EZYV2726 North America              Master's                  N
## 2727   EZYV2727          Asia              Master's                  Y
## 2728   EZYV2728          Asia            Bachelor's                  N
## 2730   EZYV2730          Asia           High School                  Y
## 2733   EZYV2733          Asia            Bachelor's                  Y
## 2734   EZYV2734          Asia           High School                  Y
## 2735   EZYV2735          Asia            Bachelor's                  N
## 2736   EZYV2736          Asia              Master's                  N
## 2737   EZYV2737          Asia            Bachelor's                  N
## 2738   EZYV2738        Europe              Master's                  N
## 2739   EZYV2739          Asia              Master's                  N
## 2740   EZYV2740          Asia              Master's                  N
## 2741   EZYV2741 North America              Master's                  N
## 2743   EZYV2743          Asia              Master's                  Y
## 2745   EZYV2745          Asia              Master's                  N
## 2746   EZYV2746          Asia              Master's                  Y
## 2747   EZYV2747          Asia              Master's                  N
## 2748   EZYV2748          Asia            Bachelor's                  Y
## 2750   EZYV2750          Asia            Bachelor's                  N
## 2751   EZYV2751          Asia           High School                  Y
## 2752   EZYV2752          Asia            Bachelor's                  Y
## 2753   EZYV2753          Asia             Doctorate                  Y
## 2754   EZYV2754          Asia              Master's                  Y
## 2755   EZYV2755 North America            Bachelor's                  N
## 2757   EZYV2757          Asia           High School                  N
## 2758   EZYV2758        Europe              Master's                  N
## 2759   EZYV2759          Asia              Master's                  N
## 2760   EZYV2760          Asia            Bachelor's                  Y
## 2761   EZYV2761          Asia              Master's                  Y
## 2762   EZYV2762          Asia            Bachelor's                  N
## 2766   EZYV2766 North America              Master's                  N
## 2768   EZYV2768          Asia            Bachelor's                  Y
## 2770   EZYV2770 North America            Bachelor's                  Y
## 2771   EZYV2771        Europe            Bachelor's                  N
## 2772   EZYV2772          Asia            Bachelor's                  Y
## 2774   EZYV2774          Asia            Bachelor's                  Y
## 2775   EZYV2775          Asia            Bachelor's                  N
## 2776   EZYV2776          Asia              Master's                  Y
## 2778   EZYV2778          Asia            Bachelor's                  N
## 2779   EZYV2779          Asia           High School                  Y
## 2781   EZYV2781 North America             Doctorate                  Y
## 2782   EZYV2782 South America            Bachelor's                  N
## 2783   EZYV2783 North America            Bachelor's                  Y
## 2785   EZYV2785          Asia           High School                  N
## 2786   EZYV2786       Oceania              Master's                  Y
## 2788   EZYV2788          Asia            Bachelor's                  N
## 2789   EZYV2789        Europe              Master's                  N
## 2791   EZYV2791          Asia              Master's                  Y
## 2792   EZYV2792          Asia             Doctorate                  Y
## 2793   EZYV2793          Asia            Bachelor's                  N
## 2794   EZYV2794          Asia            Bachelor's                  N
## 2795   EZYV2795          Asia             Doctorate                  N
## 2796   EZYV2796          Asia              Master's                  Y
## 2797   EZYV2797          Asia           High School                  Y
## 2798   EZYV2798        Europe            Bachelor's                  Y
## 2799   EZYV2799 North America              Master's                  N
## 2800   EZYV2800          Asia              Master's                  Y
## 2802   EZYV2802        Europe             Doctorate                  Y
## 2803   EZYV2803        Europe            Bachelor's                  N
## 2804   EZYV2804 South America            Bachelor's                  Y
## 2805   EZYV2805          Asia             Doctorate                  N
## 2806   EZYV2806          Asia           High School                  Y
## 2807   EZYV2807          Asia             Doctorate                  Y
## 2808   EZYV2808          Asia              Master's                  Y
## 2810   EZYV2810          Asia            Bachelor's                  N
## 2812   EZYV2812        Europe              Master's                  N
## 2814   EZYV2814          Asia           High School                  N
## 2816   EZYV2816          Asia             Doctorate                  Y
## 2817   EZYV2817          Asia              Master's                  N
## 2818   EZYV2818          Asia            Bachelor's                  Y
## 2819   EZYV2819 North America            Bachelor's                  N
## 2820   EZYV2820          Asia           High School                  Y
## 2821   EZYV2821          Asia            Bachelor's                  N
## 2822   EZYV2822          Asia            Bachelor's                  Y
## 2824   EZYV2824          Asia              Master's                  N
## 2825   EZYV2825          Asia           High School                  Y
## 2827   EZYV2827 North America              Master's                  Y
## 2828   EZYV2828          Asia              Master's                  N
## 2829   EZYV2829        Europe             Doctorate                  Y
## 2830   EZYV2830          Asia            Bachelor's                  Y
## 2831   EZYV2831          Asia            Bachelor's                  Y
## 2832   EZYV2832        Europe              Master's                  Y
## 2833   EZYV2833          Asia              Master's                  Y
## 2834   EZYV2834          Asia           High School                  N
## 2836   EZYV2836          Asia              Master's                  Y
## 2837   EZYV2837          Asia              Master's                  N
## 2840   EZYV2840          Asia            Bachelor's                  Y
## 2841   EZYV2841        Europe            Bachelor's                  N
## 2842   EZYV2842        Europe              Master's                  N
## 2843   EZYV2843          Asia             Doctorate                  N
## 2844   EZYV2844          Asia            Bachelor's                  N
## 2847   EZYV2847          Asia              Master's                  Y
## 2848   EZYV2848        Europe            Bachelor's                  Y
## 2849   EZYV2849          Asia            Bachelor's                  Y
## 2852   EZYV2852 South America              Master's                  N
## 2853   EZYV2853          Asia            Bachelor's                  Y
## 2854   EZYV2854          Asia            Bachelor's                  N
## 2855   EZYV2855          Asia              Master's                  Y
## 2856   EZYV2856        Europe             Doctorate                  N
## 2858   EZYV2858        Europe           High School                  Y
## 2860   EZYV2860          Asia            Bachelor's                  N
## 2861   EZYV2861          Asia              Master's                  N
## 2863   EZYV2863          Asia            Bachelor's                  N
## 2864   EZYV2864          Asia           High School                  Y
## 2865   EZYV2865          Asia           High School                  Y
## 2867   EZYV2867          Asia            Bachelor's                  Y
## 2868   EZYV2868          Asia              Master's                  N
## 2870   EZYV2870 North America            Bachelor's                  Y
## 2871   EZYV2871          Asia              Master's                  Y
## 2873   EZYV2873          Asia            Bachelor's                  Y
## 2874   EZYV2874        Europe           High School                  N
## 2875   EZYV2875        Europe             Doctorate                  N
## 2877   EZYV2877          Asia            Bachelor's                  N
## 2878   EZYV2878          Asia            Bachelor's                  Y
## 2879   EZYV2879          Asia              Master's                  Y
## 2880   EZYV2880          Asia            Bachelor's                  Y
## 2881   EZYV2881 North America            Bachelor's                  Y
## 2882   EZYV2882 North America              Master's                  Y
## 2883   EZYV2883          Asia              Master's                  Y
## 2884   EZYV2884          Asia            Bachelor's                  Y
## 2885   EZYV2885 North America              Master's                  N
## 2887   EZYV2887          Asia            Bachelor's                  N
## 2888   EZYV2888          Asia              Master's                  N
## 2889   EZYV2889          Asia           High School                  N
## 2890   EZYV2890          Asia           High School                  Y
## 2891   EZYV2891          Asia            Bachelor's                  Y
## 2892   EZYV2892          Asia            Bachelor's                  N
## 2893   EZYV2893 South America           High School                  N
## 2894   EZYV2894          Asia              Master's                  Y
## 2895   EZYV2895        Europe              Master's                  Y
## 2896   EZYV2896 North America              Master's                  N
## 2898   EZYV2898          Asia              Master's                  N
## 2899   EZYV2899          Asia            Bachelor's                  Y
## 2901   EZYV2901          Asia            Bachelor's                  N
## 2902   EZYV2902          Asia           High School                  Y
## 2903   EZYV2903          Asia              Master's                  N
## 2904   EZYV2904          Asia              Master's                  N
## 2906   EZYV2906 North America              Master's                  N
## 2909   EZYV2909          Asia            Bachelor's                  N
## 2912   EZYV2912 North America              Master's                  Y
## 2913   EZYV2913        Europe              Master's                  N
## 2914   EZYV2914 South America              Master's                  Y
## 2915   EZYV2915          Asia            Bachelor's                  N
## 2916   EZYV2916          Asia            Bachelor's                  N
## 2918   EZYV2918          Asia           High School                  Y
## 2919   EZYV2919          Asia              Master's                  Y
## 2920   EZYV2920        Europe             Doctorate                  N
## 2921   EZYV2921          Asia           High School                  Y
## 2922   EZYV2922          Asia            Bachelor's                  Y
## 2924   EZYV2924        Europe             Doctorate                  N
## 2925   EZYV2925          Asia             Doctorate                  N
## 2926   EZYV2926          Asia            Bachelor's                  Y
## 2927   EZYV2927          Asia              Master's                  N
## 2930   EZYV2930          Asia            Bachelor's                  N
## 2931   EZYV2931        Europe              Master's                  N
## 2932   EZYV2932          Asia             Doctorate                  N
## 2933   EZYV2933          Asia            Bachelor's                  Y
## 2934   EZYV2934        Europe            Bachelor's                  N
## 2935   EZYV2935          Asia            Bachelor's                  Y
## 2936   EZYV2936 North America              Master's                  N
## 2937   EZYV2937        Europe              Master's                  N
## 2938   EZYV2938          Asia            Bachelor's                  N
## 2939   EZYV2939          Asia            Bachelor's                  Y
## 2940   EZYV2940          Asia              Master's                  N
## 2941   EZYV2941          Asia           High School                  N
## 2942   EZYV2942          Asia              Master's                  N
## 2944   EZYV2944        Europe             Doctorate                  Y
## 2945   EZYV2945          Asia            Bachelor's                  Y
## 2947   EZYV2947 South America              Master's                  Y
## 2948   EZYV2948          Asia           High School                  Y
## 2949   EZYV2949          Asia            Bachelor's                  Y
## 2951   EZYV2951          Asia            Bachelor's                  Y
## 2953   EZYV2953          Asia            Bachelor's                  N
## 2955   EZYV2955          Asia             Doctorate                  N
## 2956   EZYV2956          Asia            Bachelor's                  N
## 2959   EZYV2959          Asia            Bachelor's                  N
## 2960   EZYV2960          Asia              Master's                  Y
## 2961   EZYV2961 North America            Bachelor's                  N
## 2962   EZYV2962          Asia            Bachelor's                  Y
## 2963   EZYV2963          Asia            Bachelor's                  N
## 2964   EZYV2964          Asia           High School                  N
## 2965   EZYV2965          Asia              Master's                  Y
## 2966   EZYV2966          Asia              Master's                  N
## 2967   EZYV2967          Asia            Bachelor's                  N
## 2968   EZYV2968        Europe            Bachelor's                  N
## 2969   EZYV2969 North America              Master's                  Y
## 2970   EZYV2970          Asia           High School                  Y
## 2971   EZYV2971          Asia           High School                  N
## 2972   EZYV2972          Asia            Bachelor's                  Y
## 2973   EZYV2973          Asia              Master's                  N
## 2974   EZYV2974          Asia             Doctorate                  Y
## 2975   EZYV2975          Asia              Master's                  N
## 2976   EZYV2976          Asia            Bachelor's                  N
## 2977   EZYV2977 North America            Bachelor's                  Y
## 2978   EZYV2978        Europe            Bachelor's                  Y
## 2979   EZYV2979          Asia           High School                  Y
## 2980   EZYV2980          Asia            Bachelor's                  N
## 2981   EZYV2981          Asia            Bachelor's                  N
## 2982   EZYV2982          Asia            Bachelor's                  N
## 2983   EZYV2983          Asia           High School                  N
## 2984   EZYV2984        Europe              Master's                  N
## 2985   EZYV2985          Asia              Master's                  N
## 2986   EZYV2986 South America             Doctorate                  N
## 2987   EZYV2987          Asia              Master's                  N
## 2988   EZYV2988          Asia            Bachelor's                  Y
## 2989   EZYV2989        Europe            Bachelor's                  N
## 2990   EZYV2990 North America           High School                  Y
## 2992   EZYV2992          Asia            Bachelor's                  Y
## 2993   EZYV2993          Asia           High School                  Y
## 2994   EZYV2994        Europe           High School                  N
## 2995   EZYV2995          Asia           High School                  N
## 2996   EZYV2996          Asia            Bachelor's                  Y
## 2997   EZYV2997          Asia            Bachelor's                  Y
## 2999   EZYV2999 North America              Master's                  Y
## 3000   EZYV3000        Europe            Bachelor's                  Y
## 3001   EZYV3001          Asia           High School                  Y
## 3003   EZYV3003          Asia              Master's                  Y
## 3004   EZYV3004          Asia              Master's                  Y
## 3005   EZYV3005          Asia              Master's                  N
## 3006   EZYV3006          Asia            Bachelor's                  Y
## 3008   EZYV3008          Asia            Bachelor's                  Y
## 3009   EZYV3009          Asia            Bachelor's                  Y
## 3010   EZYV3010          Asia           High School                  Y
## 3011   EZYV3011          Asia            Bachelor's                  Y
## 3012   EZYV3012        Europe              Master's                  Y
## 3013   EZYV3013          Asia             Doctorate                  Y
## 3014   EZYV3014          Asia           High School                  N
## 3015   EZYV3015 South America           High School                  N
## 3016   EZYV3016 North America            Bachelor's                  N
## 3017   EZYV3017        Africa              Master's                  Y
## 3018   EZYV3018          Asia            Bachelor's                  N
## 3019   EZYV3019 North America              Master's                  Y
## 3020   EZYV3020          Asia              Master's                  N
## 3022   EZYV3022          Asia            Bachelor's                  N
## 3024   EZYV3024        Europe              Master's                  Y
## 3025   EZYV3025          Asia              Master's                  N
## 3026   EZYV3026          Asia              Master's                  Y
## 3028   EZYV3028          Asia              Master's                  N
## 3029   EZYV3029          Asia              Master's                  N
## 3030   EZYV3030        Europe            Bachelor's                  Y
## 3031   EZYV3031        Europe              Master's                  Y
## 3032   EZYV3032        Europe           High School                  Y
## 3033   EZYV3033          Asia              Master's                  N
## 3034   EZYV3034          Asia            Bachelor's                  N
## 3035   EZYV3035          Asia              Master's                  Y
## 3036   EZYV3036 North America            Bachelor's                  Y
## 3037   EZYV3037        Europe             Doctorate                  Y
## 3038   EZYV3038          Asia            Bachelor's                  Y
## 3039   EZYV3039          Asia            Bachelor's                  N
## 3040   EZYV3040          Asia              Master's                  Y
## 3042   EZYV3042       Oceania              Master's                  N
## 3043   EZYV3043          Asia              Master's                  N
## 3044   EZYV3044 North America             Doctorate                  Y
## 3045   EZYV3045        Africa              Master's                  N
## 3046   EZYV3046        Europe            Bachelor's                  N
## 3047   EZYV3047        Africa              Master's                  Y
## 3048   EZYV3048 North America            Bachelor's                  Y
## 3049   EZYV3049 North America            Bachelor's                  N
## 3050   EZYV3050          Asia            Bachelor's                  N
## 3051   EZYV3051 North America              Master's                  Y
## 3052   EZYV3052          Asia            Bachelor's                  N
## 3053   EZYV3053        Europe              Master's                  Y
## 3055   EZYV3055          Asia            Bachelor's                  Y
## 3056   EZYV3056          Asia              Master's                  Y
## 3058   EZYV3058        Europe             Doctorate                  Y
## 3059   EZYV3059          Asia            Bachelor's                  N
## 3060   EZYV3060 North America           High School                  N
## 3062   EZYV3062          Asia              Master's                  Y
## 3063   EZYV3063 North America            Bachelor's                  N
## 3064   EZYV3064        Europe            Bachelor's                  Y
## 3065   EZYV3065          Asia            Bachelor's                  Y
## 3066   EZYV3066          Asia              Master's                  N
## 3067   EZYV3067        Europe           High School                  N
## 3068   EZYV3068          Asia              Master's                  Y
## 3069   EZYV3069 North America             Doctorate                  Y
## 3070   EZYV3070          Asia              Master's                  N
## 3071   EZYV3071        Europe              Master's                  Y
## 3073   EZYV3073          Asia              Master's                  Y
## 3074   EZYV3074          Asia            Bachelor's                  N
## 3075   EZYV3075          Asia            Bachelor's                  Y
## 3076   EZYV3076          Asia              Master's                  Y
## 3077   EZYV3077          Asia            Bachelor's                  N
## 3078   EZYV3078          Asia              Master's                  N
## 3079   EZYV3079        Europe              Master's                  Y
## 3080   EZYV3080          Asia            Bachelor's                  Y
## 3081   EZYV3081          Asia            Bachelor's                  N
## 3082   EZYV3082          Asia            Bachelor's                  N
## 3083   EZYV3083        Europe            Bachelor's                  N
## 3084   EZYV3084          Asia              Master's                  N
## 3085   EZYV3085          Asia            Bachelor's                  Y
## 3086   EZYV3086          Asia              Master's                  Y
## 3087   EZYV3087          Asia              Master's                  N
## 3088   EZYV3088          Asia           High School                  Y
## 3090   EZYV3090          Asia            Bachelor's                  Y
## 3091   EZYV3091 North America           High School                  Y
## 3092   EZYV3092          Asia              Master's                  N
## 3093   EZYV3093          Asia            Bachelor's                  N
## 3094   EZYV3094          Asia           High School                  N
## 3096   EZYV3096        Europe           High School                  Y
## 3097   EZYV3097        Europe           High School                  Y
## 3098   EZYV3098          Asia              Master's                  N
## 3099   EZYV3099        Europe             Doctorate                  Y
## 3101   EZYV3101        Europe            Bachelor's                  Y
## 3103   EZYV3103          Asia            Bachelor's                  Y
## 3105   EZYV3105        Africa           High School                  Y
## 3107   EZYV3107        Europe              Master's                  Y
## 3108   EZYV3108 North America              Master's                  Y
## 3110   EZYV3110 North America             Doctorate                  N
## 3111   EZYV3111          Asia              Master's                  N
## 3112   EZYV3112        Europe              Master's                  N
## 3113   EZYV3113 South America           High School                  Y
## 3114   EZYV3114          Asia           High School                  Y
## 3115   EZYV3115          Asia            Bachelor's                  Y
## 3116   EZYV3116          Asia              Master's                  Y
## 3118   EZYV3118          Asia              Master's                  N
## 3120   EZYV3120        Europe             Doctorate                  Y
## 3121   EZYV3121 North America            Bachelor's                  N
## 3123   EZYV3123          Asia            Bachelor's                  N
## 3125   EZYV3125 North America            Bachelor's                  N
## 3126   EZYV3126          Asia              Master's                  N
## 3127   EZYV3127          Asia            Bachelor's                  Y
## 3128   EZYV3128        Europe            Bachelor's                  Y
## 3129   EZYV3129          Asia            Bachelor's                  Y
## 3130   EZYV3130          Asia            Bachelor's                  N
## 3131   EZYV3131          Asia            Bachelor's                  Y
## 3132   EZYV3132          Asia              Master's                  Y
## 3133   EZYV3133          Asia           High School                  N
## 3134   EZYV3134          Asia              Master's                  N
## 3135   EZYV3135          Asia           High School                  Y
## 3137   EZYV3137          Asia            Bachelor's                  N
## 3139   EZYV3139 North America            Bachelor's                  Y
## 3141   EZYV3141          Asia            Bachelor's                  Y
## 3142   EZYV3142          Asia              Master's                  Y
## 3143   EZYV3143          Asia              Master's                  Y
## 3144   EZYV3144          Asia              Master's                  N
## 3145   EZYV3145          Asia              Master's                  Y
## 3146   EZYV3146          Asia              Master's                  Y
## 3148   EZYV3148 South America            Bachelor's                  N
## 3149   EZYV3149        Europe            Bachelor's                  Y
## 3150   EZYV3150          Asia            Bachelor's                  N
## 3151   EZYV3151 North America              Master's                  Y
## 3152   EZYV3152          Asia            Bachelor's                  Y
## 3153   EZYV3153        Europe             Doctorate                  Y
## 3154   EZYV3154          Asia            Bachelor's                  Y
## 3155   EZYV3155          Asia              Master's                  N
## 3157   EZYV3157        Africa             Doctorate                  Y
## 3158   EZYV3158          Asia              Master's                  N
## 3160   EZYV3160          Asia            Bachelor's                  N
## 3161   EZYV3161          Asia            Bachelor's                  N
## 3162   EZYV3162          Asia             Doctorate                  N
## 3163   EZYV3163        Europe              Master's                  N
## 3164   EZYV3164        Europe             Doctorate                  N
## 3165   EZYV3165          Asia            Bachelor's                  Y
## 3166   EZYV3166          Asia             Doctorate                  Y
## 3167   EZYV3167          Asia              Master's                  N
## 3169   EZYV3169          Asia              Master's                  Y
## 3170   EZYV3170        Europe            Bachelor's                  Y
## 3171   EZYV3171          Asia            Bachelor's                  N
## 3173   EZYV3173          Asia            Bachelor's                  N
## 3174   EZYV3174       Oceania           High School                  Y
## 3175   EZYV3175          Asia              Master's                  Y
## 3178   EZYV3178          Asia              Master's                  N
## 3179   EZYV3179          Asia              Master's                  Y
## 3180   EZYV3180 North America             Doctorate                  Y
## 3181   EZYV3181          Asia            Bachelor's                  Y
## 3182   EZYV3182          Asia            Bachelor's                  Y
## 3184   EZYV3184          Asia              Master's                  N
## 3185   EZYV3185          Asia             Doctorate                  Y
## 3186   EZYV3186 North America             Doctorate                  Y
## 3187   EZYV3187        Europe            Bachelor's                  Y
## 3188   EZYV3188          Asia           High School                  Y
## 3189   EZYV3189 North America            Bachelor's                  Y
## 3191   EZYV3191        Europe            Bachelor's                  N
## 3192   EZYV3192 North America              Master's                  Y
## 3195   EZYV3195          Asia            Bachelor's                  Y
## 3196   EZYV3196 North America            Bachelor's                  N
## 3197   EZYV3197          Asia           High School                  Y
## 3198   EZYV3198       Oceania            Bachelor's                  Y
## 3200   EZYV3200 North America            Bachelor's                  Y
## 3201   EZYV3201          Asia              Master's                  N
## 3202   EZYV3202 South America            Bachelor's                  Y
## 3203   EZYV3203          Asia            Bachelor's                  Y
## 3204   EZYV3204          Asia              Master's                  Y
## 3205   EZYV3205          Asia              Master's                  N
## 3206   EZYV3206          Asia            Bachelor's                  N
## 3207   EZYV3207          Asia              Master's                  N
## 3208   EZYV3208          Asia           High School                  Y
## 3209   EZYV3209          Asia            Bachelor's                  Y
## 3210   EZYV3210          Asia            Bachelor's                  Y
## 3211   EZYV3211        Europe            Bachelor's                  Y
## 3212   EZYV3212          Asia              Master's                  Y
## 3213   EZYV3213          Asia            Bachelor's                  N
## 3215   EZYV3215          Asia            Bachelor's                  N
## 3216   EZYV3216          Asia             Doctorate                  Y
## 3218   EZYV3218          Asia              Master's                  N
## 3219   EZYV3219          Asia              Master's                  Y
## 3220   EZYV3220 North America           High School                  N
## 3221   EZYV3221          Asia              Master's                  N
## 3223   EZYV3223          Asia              Master's                  N
## 3226   EZYV3226 North America           High School                  Y
## 3227   EZYV3227          Asia            Bachelor's                  Y
## 3228   EZYV3228          Asia              Master's                  N
## 3229   EZYV3229 North America            Bachelor's                  Y
## 3230   EZYV3230          Asia            Bachelor's                  Y
## 3231   EZYV3231          Asia              Master's                  Y
## 3232   EZYV3232          Asia            Bachelor's                  Y
## 3233   EZYV3233          Asia            Bachelor's                  Y
## 3234   EZYV3234          Asia            Bachelor's                  Y
## 3235   EZYV3235        Europe            Bachelor's                  Y
## 3236   EZYV3236          Asia              Master's                  N
## 3237   EZYV3237          Asia            Bachelor's                  N
## 3238   EZYV3238        Europe             Doctorate                  N
## 3239   EZYV3239          Asia            Bachelor's                  N
## 3240   EZYV3240          Asia              Master's                  N
## 3241   EZYV3241          Asia              Master's                  Y
## 3242   EZYV3242        Europe              Master's                  N
## 3243   EZYV3243          Asia            Bachelor's                  Y
## 3245   EZYV3245 North America              Master's                  Y
## 3246   EZYV3246          Asia            Bachelor's                  Y
## 3247   EZYV3247        Europe            Bachelor's                  N
## 3248   EZYV3248          Asia            Bachelor's                  Y
## 3249   EZYV3249 South America              Master's                  N
## 3251   EZYV3251          Asia            Bachelor's                  Y
## 3252   EZYV3252          Asia              Master's                  N
## 3253   EZYV3253          Asia            Bachelor's                  Y
## 3255   EZYV3255        Europe            Bachelor's                  Y
## 3256   EZYV3256          Asia            Bachelor's                  Y
## 3257   EZYV3257        Africa              Master's                  Y
## 3259   EZYV3259          Asia           High School                  Y
## 3261   EZYV3261          Asia             Doctorate                  Y
## 3262   EZYV3262          Asia            Bachelor's                  N
## 3263   EZYV3263          Asia            Bachelor's                  N
## 3264   EZYV3264          Asia            Bachelor's                  Y
## 3265   EZYV3265       Oceania              Master's                  Y
## 3266   EZYV3266 North America            Bachelor's                  Y
## 3267   EZYV3267 North America              Master's                  Y
## 3268   EZYV3268          Asia             Doctorate                  N
## 3269   EZYV3269 North America              Master's                  Y
## 3271   EZYV3271          Asia              Master's                  Y
## 3272   EZYV3272          Asia            Bachelor's                  N
## 3273   EZYV3273        Europe            Bachelor's                  Y
## 3274   EZYV3274          Asia            Bachelor's                  N
## 3275   EZYV3275          Asia              Master's                  Y
## 3276   EZYV3276          Asia            Bachelor's                  N
## 3277   EZYV3277          Asia            Bachelor's                  N
## 3278   EZYV3278          Asia              Master's                  N
## 3279   EZYV3279          Asia           High School                  Y
## 3280   EZYV3280          Asia           High School                  N
## 3281   EZYV3281          Asia              Master's                  N
## 3282   EZYV3282          Asia              Master's                  Y
## 3283   EZYV3283          Asia              Master's                  Y
## 3286   EZYV3286          Asia           High School                  Y
## 3287   EZYV3287          Asia              Master's                  Y
## 3288   EZYV3288          Asia            Bachelor's                  Y
## 3289   EZYV3289 North America              Master's                  N
## 3290   EZYV3290          Asia             Doctorate                  Y
## 3291   EZYV3291          Asia              Master's                  N
## 3292   EZYV3292          Asia           High School                  Y
## 3295   EZYV3295          Asia            Bachelor's                  Y
## 3296   EZYV3296          Asia              Master's                  Y
## 3297   EZYV3297          Asia              Master's                  Y
## 3298   EZYV3298          Asia            Bachelor's                  Y
## 3299   EZYV3299 South America           High School                  Y
## 3301   EZYV3301          Asia              Master's                  Y
## 3302   EZYV3302        Europe             Doctorate                  Y
## 3303   EZYV3303          Asia              Master's                  Y
## 3304   EZYV3304          Asia           High School                  Y
## 3305   EZYV3305        Europe            Bachelor's                  Y
## 3306   EZYV3306 North America              Master's                  Y
## 3308   EZYV3308          Asia            Bachelor's                  Y
## 3309   EZYV3309          Asia            Bachelor's                  N
## 3310   EZYV3310          Asia              Master's                  N
## 3311   EZYV3311          Asia              Master's                  N
## 3312   EZYV3312          Asia           High School                  N
## 3315   EZYV3315          Asia            Bachelor's                  N
## 3316   EZYV3316          Asia              Master's                  N
## 3317   EZYV3317          Asia            Bachelor's                  N
## 3318   EZYV3318          Asia              Master's                  Y
## 3320   EZYV3320          Asia            Bachelor's                  N
## 3321   EZYV3321 North America              Master's                  Y
## 3322   EZYV3322          Asia            Bachelor's                  N
## 3323   EZYV3323          Asia              Master's                  Y
## 3324   EZYV3324 South America              Master's                  Y
## 3325   EZYV3325        Europe              Master's                  N
## 3326   EZYV3326          Asia           High School                  Y
## 3327   EZYV3327        Africa            Bachelor's                  Y
## 3328   EZYV3328          Asia            Bachelor's                  Y
## 3331   EZYV3331          Asia              Master's                  Y
## 3332   EZYV3332        Europe            Bachelor's                  Y
## 3333   EZYV3333          Asia              Master's                  N
## 3335   EZYV3335          Asia              Master's                  Y
## 3336   EZYV3336          Asia              Master's                  Y
## 3337   EZYV3337          Asia              Master's                  Y
## 3338   EZYV3338          Asia            Bachelor's                  N
## 3339   EZYV3339 North America             Doctorate                  Y
## 3340   EZYV3340          Asia            Bachelor's                  N
## 3341   EZYV3341          Asia              Master's                  N
## 3342   EZYV3342          Asia              Master's                  N
## 3343   EZYV3343          Asia              Master's                  Y
## 3344   EZYV3344        Europe            Bachelor's                  Y
## 3346   EZYV3346        Europe           High School                  Y
## 3347   EZYV3347          Asia              Master's                  Y
## 3348   EZYV3348 North America             Doctorate                  N
## 3349   EZYV3349          Asia              Master's                  Y
## 3350   EZYV3350          Asia            Bachelor's                  Y
## 3354   EZYV3354          Asia            Bachelor's                  Y
## 3355   EZYV3355 South America             Doctorate                  N
## 3356   EZYV3356        Europe           High School                  Y
## 3357   EZYV3357          Asia            Bachelor's                  Y
## 3358   EZYV3358 North America              Master's                  N
## 3359   EZYV3359          Asia            Bachelor's                  Y
## 3360   EZYV3360          Asia              Master's                  Y
## 3362   EZYV3362 North America              Master's                  Y
## 3364   EZYV3364 North America              Master's                  Y
## 3365   EZYV3365          Asia            Bachelor's                  Y
## 3366   EZYV3366        Europe             Doctorate                  Y
## 3367   EZYV3367        Europe              Master's                  Y
## 3368   EZYV3368 North America              Master's                  Y
## 3369   EZYV3369          Asia              Master's                  Y
## 3370   EZYV3370          Asia              Master's                  Y
## 3371   EZYV3371          Asia              Master's                  N
## 3372   EZYV3372          Asia              Master's                  N
## 3374   EZYV3374        Europe             Doctorate                  Y
## 3375   EZYV3375        Europe            Bachelor's                  Y
## 3376   EZYV3376        Europe              Master's                  N
## 3377   EZYV3377          Asia           High School                  N
## 3378   EZYV3378          Asia              Master's                  Y
## 3379   EZYV3379       Oceania            Bachelor's                  N
## 3381   EZYV3381          Asia            Bachelor's                  N
## 3382   EZYV3382 North America           High School                  Y
## 3384   EZYV3384 North America              Master's                  Y
## 3385   EZYV3385 South America           High School                  Y
## 3386   EZYV3386          Asia            Bachelor's                  N
## 3387   EZYV3387          Asia              Master's                  Y
## 3388   EZYV3388          Asia           High School                  Y
## 3389   EZYV3389          Asia            Bachelor's                  N
## 3390   EZYV3390 North America              Master's                  Y
## 3391   EZYV3391        Europe           High School                  Y
## 3393   EZYV3393 North America            Bachelor's                  Y
## 3394   EZYV3394          Asia            Bachelor's                  Y
## 3395   EZYV3395          Asia            Bachelor's                  N
## 3398   EZYV3398        Europe              Master's                  Y
## 3399   EZYV3399          Asia              Master's                  Y
## 3400   EZYV3400          Asia              Master's                  Y
## 3401   EZYV3401          Asia            Bachelor's                  N
## 3402   EZYV3402        Europe            Bachelor's                  N
## 3403   EZYV3403          Asia            Bachelor's                  Y
## 3404   EZYV3404        Europe            Bachelor's                  Y
## 3405   EZYV3405        Europe           High School                  Y
## 3406   EZYV3406          Asia              Master's                  Y
## 3407   EZYV3407          Asia            Bachelor's                  Y
## 3408   EZYV3408          Asia            Bachelor's                  Y
## 3409   EZYV3409          Asia            Bachelor's                  Y
## 3410   EZYV3410        Europe            Bachelor's                  Y
## 3411   EZYV3411        Europe             Doctorate                  Y
## 3412   EZYV3412 North America            Bachelor's                  N
## 3413   EZYV3413          Asia            Bachelor's                  N
## 3414   EZYV3414          Asia            Bachelor's                  N
## 3415   EZYV3415          Asia              Master's                  Y
## 3416   EZYV3416          Asia            Bachelor's                  Y
## 3417   EZYV3417 North America              Master's                  N
## 3418   EZYV3418          Asia              Master's                  N
## 3419   EZYV3419 North America           High School                  N
## 3420   EZYV3420          Asia            Bachelor's                  N
## 3421   EZYV3421          Asia            Bachelor's                  Y
## 3422   EZYV3422          Asia              Master's                  Y
## 3424   EZYV3424          Asia            Bachelor's                  Y
## 3425   EZYV3425          Asia            Bachelor's                  Y
## 3426   EZYV3426          Asia              Master's                  Y
## 3427   EZYV3427          Asia           High School                  Y
## 3429   EZYV3429 North America            Bachelor's                  Y
## 3430   EZYV3430        Europe             Doctorate                  Y
## 3431   EZYV3431 North America            Bachelor's                  Y
## 3432   EZYV3432          Asia              Master's                  N
## 3433   EZYV3433        Europe            Bachelor's                  N
## 3434   EZYV3434          Asia            Bachelor's                  Y
## 3435   EZYV3435          Asia              Master's                  N
## 3436   EZYV3436          Asia            Bachelor's                  Y
## 3437   EZYV3437        Africa              Master's                  Y
## 3438   EZYV3438          Asia            Bachelor's                  Y
## 3439   EZYV3439          Asia            Bachelor's                  N
## 3440   EZYV3440          Asia              Master's                  Y
## 3441   EZYV3441          Asia           High School                  Y
## 3442   EZYV3442 North America              Master's                  Y
## 3443   EZYV3443          Asia              Master's                  N
## 3444   EZYV3444          Asia            Bachelor's                  Y
## 3445   EZYV3445          Asia              Master's                  Y
## 3446   EZYV3446          Asia              Master's                  Y
## 3448   EZYV3448        Europe           High School                  Y
## 3449   EZYV3449          Asia              Master's                  N
## 3450   EZYV3450          Asia           High School                  Y
## 3451   EZYV3451        Europe            Bachelor's                  N
## 3452   EZYV3452          Asia            Bachelor's                  Y
## 3453   EZYV3453          Asia              Master's                  Y
## 3454   EZYV3454        Africa             Doctorate                  Y
## 3455   EZYV3455        Europe            Bachelor's                  N
## 3456   EZYV3456          Asia              Master's                  N
## 3457   EZYV3457        Europe            Bachelor's                  Y
## 3458   EZYV3458          Asia            Bachelor's                  N
## 3459   EZYV3459          Asia              Master's                  N
## 3460   EZYV3460          Asia            Bachelor's                  Y
## 3461   EZYV3461          Asia            Bachelor's                  N
## 3462   EZYV3462          Asia            Bachelor's                  Y
## 3463   EZYV3463        Europe              Master's                  Y
## 3465   EZYV3465          Asia              Master's                  Y
## 3466   EZYV3466          Asia           High School                  Y
## 3467   EZYV3467        Africa             Doctorate                  Y
## 3470   EZYV3470        Europe             Doctorate                  Y
## 3471   EZYV3471          Asia              Master's                  N
## 3472   EZYV3472          Asia            Bachelor's                  N
## 3473   EZYV3473          Asia            Bachelor's                  Y
## 3474   EZYV3474 North America            Bachelor's                  Y
## 3475   EZYV3475          Asia           High School                  Y
## 3476   EZYV3476 South America              Master's                  N
## 3477   EZYV3477          Asia              Master's                  Y
## 3478   EZYV3478          Asia            Bachelor's                  N
## 3479   EZYV3479          Asia            Bachelor's                  N
## 3480   EZYV3480          Asia              Master's                  N
## 3481   EZYV3481        Europe           High School                  Y
## 3482   EZYV3482          Asia            Bachelor's                  N
## 3483   EZYV3483          Asia           High School                  Y
## 3484   EZYV3484 North America              Master's                  Y
## 3485   EZYV3485          Asia             Doctorate                  Y
## 3486   EZYV3486 North America            Bachelor's                  Y
## 3487   EZYV3487          Asia            Bachelor's                  Y
## 3488   EZYV3488          Asia            Bachelor's                  N
## 3489   EZYV3489 North America           High School                  N
## 3490   EZYV3490          Asia           High School                  Y
## 3491   EZYV3491          Asia            Bachelor's                  N
## 3492   EZYV3492 North America            Bachelor's                  N
## 3494   EZYV3494          Asia              Master's                  Y
## 3495   EZYV3495          Asia              Master's                  N
## 3496   EZYV3496          Asia            Bachelor's                  N
## 3498   EZYV3498        Europe           High School                  N
## 3499   EZYV3499        Europe           High School                  Y
## 3500   EZYV3500          Asia              Master's                  N
## 3501   EZYV3501          Asia              Master's                  Y
## 3502   EZYV3502          Asia           High School                  Y
## 3504   EZYV3504          Asia            Bachelor's                  N
## 3506   EZYV3506          Asia            Bachelor's                  N
## 3509   EZYV3509 North America              Master's                  N
## 3510   EZYV3510        Europe           High School                  Y
## 3511   EZYV3511          Asia            Bachelor's                  N
## 3513   EZYV3513          Asia           High School                  N
## 3514   EZYV3514          Asia             Doctorate                  N
## 3516   EZYV3516          Asia              Master's                  Y
## 3517   EZYV3517          Asia            Bachelor's                  Y
## 3519   EZYV3519          Asia              Master's                  N
## 3520   EZYV3520        Europe             Doctorate                  N
## 3521   EZYV3521          Asia            Bachelor's                  Y
## 3522   EZYV3522          Asia            Bachelor's                  N
## 3524   EZYV3524        Europe            Bachelor's                  Y
## 3525   EZYV3525 North America              Master's                  Y
## 3526   EZYV3526        Africa              Master's                  Y
## 3527   EZYV3527 North America              Master's                  N
## 3529   EZYV3529 South America             Doctorate                  Y
## 3530   EZYV3530          Asia              Master's                  Y
## 3531   EZYV3531          Asia           High School                  Y
## 3533   EZYV3533 South America             Doctorate                  Y
## 3534   EZYV3534          Asia            Bachelor's                  Y
## 3536   EZYV3536 North America            Bachelor's                  Y
## 3539   EZYV3539          Asia              Master's                  Y
## 3541   EZYV3541          Asia              Master's                  Y
## 3542   EZYV3542          Asia            Bachelor's                  N
## 3544   EZYV3544          Asia            Bachelor's                  N
## 3545   EZYV3545          Asia            Bachelor's                  N
## 3548   EZYV3548          Asia            Bachelor's                  N
## 3549   EZYV3549 North America              Master's                  Y
## 3550   EZYV3550          Asia            Bachelor's                  N
## 3551   EZYV3551        Europe            Bachelor's                  N
## 3552   EZYV3552          Asia            Bachelor's                  Y
## 3553   EZYV3553 South America              Master's                  N
## 3554   EZYV3554          Asia            Bachelor's                  N
## 3555   EZYV3555          Asia            Bachelor's                  N
## 3556   EZYV3556          Asia              Master's                  Y
## 3557   EZYV3557          Asia              Master's                  N
## 3558   EZYV3558          Asia           High School                  Y
## 3559   EZYV3559 North America              Master's                  N
## 3560   EZYV3560          Asia             Doctorate                  N
## 3562   EZYV3562          Asia              Master's                  N
## 3563   EZYV3563        Europe            Bachelor's                  N
## 3565   EZYV3565 North America              Master's                  Y
## 3566   EZYV3566        Europe           High School                  N
## 3567   EZYV3567          Asia           High School                  Y
## 3568   EZYV3568        Europe           High School                  Y
## 3569   EZYV3569          Asia            Bachelor's                  Y
## 3571   EZYV3571          Asia            Bachelor's                  N
## 3572   EZYV3572          Asia              Master's                  N
## 3574   EZYV3574          Asia              Master's                  N
## 3575   EZYV3575          Asia              Master's                  Y
## 3576   EZYV3576 North America           High School                  Y
## 3578   EZYV3578          Asia            Bachelor's                  Y
## 3579   EZYV3579          Asia           High School                  Y
## 3580   EZYV3580        Europe           High School                  Y
## 3581   EZYV3581 North America            Bachelor's                  N
## 3582   EZYV3582 North America              Master's                  N
## 3583   EZYV3583        Europe              Master's                  Y
## 3584   EZYV3584          Asia             Doctorate                  Y
## 3585   EZYV3585          Asia            Bachelor's                  Y
## 3586   EZYV3586          Asia              Master's                  Y
## 3587   EZYV3587          Asia           High School                  Y
## 3588   EZYV3588          Asia            Bachelor's                  Y
## 3589   EZYV3589          Asia            Bachelor's                  N
## 3590   EZYV3590          Asia              Master's                  Y
## 3591   EZYV3591          Asia           High School                  N
## 3593   EZYV3593          Asia            Bachelor's                  Y
## 3594   EZYV3594          Asia              Master's                  Y
## 3595   EZYV3595          Asia              Master's                  N
## 3596   EZYV3596 South America           High School                  Y
## 3597   EZYV3597        Europe            Bachelor's                  Y
## 3598   EZYV3598          Asia           High School                  Y
## 3599   EZYV3599          Asia              Master's                  N
## 3600   EZYV3600          Asia            Bachelor's                  N
## 3601   EZYV3601 North America              Master's                  Y
## 3602   EZYV3602          Asia              Master's                  N
## 3603   EZYV3603          Asia             Doctorate                  Y
## 3604   EZYV3604          Asia           High School                  N
## 3605   EZYV3605          Asia           High School                  Y
## 3606   EZYV3606        Europe             Doctorate                  Y
## 3607   EZYV3607 South America              Master's                  N
## 3608   EZYV3608          Asia           High School                  N
## 3609   EZYV3609          Asia           High School                  Y
## 3610   EZYV3610          Asia            Bachelor's                  Y
## 3612   EZYV3612 North America            Bachelor's                  Y
## 3613   EZYV3613        Europe             Doctorate                  Y
## 3614   EZYV3614          Asia              Master's                  Y
## 3615   EZYV3615          Asia              Master's                  Y
## 3617   EZYV3617        Europe             Doctorate                  Y
## 3618   EZYV3618        Europe            Bachelor's                  N
## 3620   EZYV3620 South America              Master's                  Y
## 3623   EZYV3623        Europe            Bachelor's                  N
## 3624   EZYV3624        Europe              Master's                  N
## 3625   EZYV3625          Asia            Bachelor's                  Y
## 3626   EZYV3626          Asia              Master's                  Y
## 3627   EZYV3627          Asia              Master's                  N
## 3628   EZYV3628          Asia              Master's                  N
## 3631   EZYV3631 South America           High School                  N
## 3632   EZYV3632          Asia             Doctorate                  Y
## 3633   EZYV3633        Africa             Doctorate                  N
## 3635   EZYV3635          Asia           High School                  N
## 3636   EZYV3636        Europe             Doctorate                  N
## 3637   EZYV3637          Asia              Master's                  Y
## 3638   EZYV3638          Asia              Master's                  N
## 3639   EZYV3639          Asia              Master's                  N
## 3640   EZYV3640 North America              Master's                  N
## 3642   EZYV3642          Asia            Bachelor's                  N
## 3644   EZYV3644          Asia            Bachelor's                  Y
## 3645   EZYV3645        Africa            Bachelor's                  Y
## 3646   EZYV3646          Asia           High School                  N
## 3647   EZYV3647          Asia            Bachelor's                  Y
## 3648   EZYV3648          Asia              Master's                  Y
## 3649   EZYV3649          Asia              Master's                  Y
## 3650   EZYV3650          Asia            Bachelor's                  Y
## 3651   EZYV3651        Europe             Doctorate                  N
## 3652   EZYV3652          Asia            Bachelor's                  N
## 3653   EZYV3653          Asia           High School                  N
## 3654   EZYV3654          Asia           High School                  N
## 3655   EZYV3655 South America           High School                  Y
## 3656   EZYV3656          Asia           High School                  Y
## 3657   EZYV3657          Asia            Bachelor's                  Y
## 3658   EZYV3658          Asia            Bachelor's                  Y
## 3659   EZYV3659          Asia           High School                  Y
## 3660   EZYV3660        Africa              Master's                  N
## 3661   EZYV3661          Asia            Bachelor's                  N
## 3662   EZYV3662          Asia             Doctorate                  N
## 3663   EZYV3663          Asia           High School                  N
## 3664   EZYV3664        Europe            Bachelor's                  Y
## 3667   EZYV3667          Asia              Master's                  N
## 3669   EZYV3669          Asia            Bachelor's                  Y
## 3670   EZYV3670          Asia              Master's                  N
## 3671   EZYV3671          Asia            Bachelor's                  Y
## 3672   EZYV3672          Asia              Master's                  N
## 3673   EZYV3673          Asia              Master's                  Y
## 3674   EZYV3674          Asia             Doctorate                  N
## 3676   EZYV3676          Asia           High School                  Y
## 3678   EZYV3678          Asia            Bachelor's                  N
## 3679   EZYV3679          Asia              Master's                  Y
## 3680   EZYV3680        Europe             Doctorate                  Y
## 3681   EZYV3681          Asia            Bachelor's                  N
## 3683   EZYV3683          Asia            Bachelor's                  Y
## 3684   EZYV3684          Asia             Doctorate                  Y
## 3685   EZYV3685          Asia              Master's                  Y
## 3686   EZYV3686          Asia            Bachelor's                  Y
## 3687   EZYV3687          Asia           High School                  Y
## 3688   EZYV3688          Asia            Bachelor's                  N
## 3689   EZYV3689          Asia            Bachelor's                  Y
## 3690   EZYV3690          Asia           High School                  N
## 3691   EZYV3691 North America           High School                  N
## 3693   EZYV3693          Asia            Bachelor's                  N
## 3695   EZYV3695          Asia            Bachelor's                  N
## 3696   EZYV3696 North America             Doctorate                  N
## 3697   EZYV3697          Asia            Bachelor's                  Y
## 3698   EZYV3698          Asia              Master's                  Y
## 3701   EZYV3701        Europe             Doctorate                  Y
## 3702   EZYV3702 North America            Bachelor's                  N
## 3703   EZYV3703          Asia            Bachelor's                  N
## 3704   EZYV3704        Europe           High School                  N
## 3705   EZYV3705          Asia            Bachelor's                  N
## 3706   EZYV3706        Europe              Master's                  Y
## 3707   EZYV3707          Asia            Bachelor's                  N
## 3711   EZYV3711          Asia            Bachelor's                  Y
## 3712   EZYV3712          Asia            Bachelor's                  N
## 3714   EZYV3714          Asia            Bachelor's                  Y
## 3715   EZYV3715          Asia            Bachelor's                  N
## 3717   EZYV3717          Asia              Master's                  N
## 3718   EZYV3718          Asia           High School                  N
## 3719   EZYV3719          Asia            Bachelor's                  Y
## 3720   EZYV3720          Asia           High School                  Y
## 3721   EZYV3721 North America            Bachelor's                  N
## 3722   EZYV3722          Asia            Bachelor's                  N
## 3724   EZYV3724          Asia            Bachelor's                  N
## 3725   EZYV3725          Asia              Master's                  Y
## 3726   EZYV3726          Asia            Bachelor's                  N
## 3727   EZYV3727 North America             Doctorate                  Y
## 3728   EZYV3728          Asia            Bachelor's                  Y
## 3729   EZYV3729          Asia           High School                  N
## 3730   EZYV3730          Asia              Master's                  N
## 3731   EZYV3731 South America              Master's                  N
## 3733   EZYV3733          Asia            Bachelor's                  N
## 3734   EZYV3734          Asia           High School                  Y
## 3735   EZYV3735          Asia            Bachelor's                  Y
## 3736   EZYV3736          Asia            Bachelor's                  N
## 3737   EZYV3737        Africa            Bachelor's                  N
## 3739   EZYV3739 North America            Bachelor's                  Y
## 3740   EZYV3740          Asia            Bachelor's                  Y
## 3741   EZYV3741          Asia              Master's                  Y
## 3742   EZYV3742          Asia              Master's                  Y
## 3743   EZYV3743          Asia              Master's                  Y
## 3744   EZYV3744 North America           High School                  N
## 3745   EZYV3745          Asia              Master's                  N
## 3746   EZYV3746          Asia              Master's                  Y
## 3747   EZYV3747          Asia            Bachelor's                  N
## 3748   EZYV3748 North America             Doctorate                  Y
## 3750   EZYV3750          Asia             Doctorate                  N
## 3752   EZYV3752          Asia            Bachelor's                  Y
## 3753   EZYV3753          Asia              Master's                  Y
## 3754   EZYV3754          Asia              Master's                  Y
## 3755   EZYV3755          Asia             Doctorate                  Y
## 3756   EZYV3756 South America            Bachelor's                  Y
## 3757   EZYV3757          Asia            Bachelor's                  N
## 3758   EZYV3758          Asia            Bachelor's                  Y
## 3759   EZYV3759          Asia            Bachelor's                  Y
## 3760   EZYV3760          Asia            Bachelor's                  N
## 3761   EZYV3761          Asia            Bachelor's                  Y
## 3762   EZYV3762 South America              Master's                  N
## 3764   EZYV3764          Asia              Master's                  Y
## 3765   EZYV3765          Asia            Bachelor's                  Y
## 3766   EZYV3766          Asia              Master's                  N
## 3767   EZYV3767 North America              Master's                  Y
## 3768   EZYV3768          Asia             Doctorate                  N
## 3769   EZYV3769 North America            Bachelor's                  N
## 3770   EZYV3770          Asia            Bachelor's                  Y
## 3772   EZYV3772        Europe           High School                  Y
## 3773   EZYV3773        Africa           High School                  Y
## 3774   EZYV3774          Asia              Master's                  Y
## 3776   EZYV3776        Africa             Doctorate                  Y
## 3777   EZYV3777        Europe            Bachelor's                  N
## 3779   EZYV3779          Asia            Bachelor's                  Y
## 3780   EZYV3780          Asia              Master's                  N
## 3781   EZYV3781          Asia              Master's                  Y
## 3783   EZYV3783          Asia            Bachelor's                  N
## 3784   EZYV3784          Asia            Bachelor's                  Y
## 3785   EZYV3785          Asia            Bachelor's                  N
## 3786   EZYV3786        Europe              Master's                  N
## 3788   EZYV3788        Europe            Bachelor's                  Y
## 3789   EZYV3789          Asia              Master's                  N
## 3791   EZYV3791          Asia            Bachelor's                  Y
## 3793   EZYV3793 North America              Master's                  Y
## 3794   EZYV3794          Asia              Master's                  Y
## 3795   EZYV3795          Asia              Master's                  N
## 3796   EZYV3796 North America              Master's                  N
## 3797   EZYV3797        Africa            Bachelor's                  Y
## 3798   EZYV3798          Asia              Master's                  Y
## 3801   EZYV3801 North America            Bachelor's                  N
## 3802   EZYV3802          Asia            Bachelor's                  N
## 3803   EZYV3803          Asia            Bachelor's                  Y
## 3805   EZYV3805          Asia              Master's                  N
## 3806   EZYV3806          Asia            Bachelor's                  N
## 3807   EZYV3807 North America            Bachelor's                  Y
## 3808   EZYV3808          Asia              Master's                  Y
## 3809   EZYV3809          Asia              Master's                  Y
## 3810   EZYV3810 North America           High School                  Y
## 3811   EZYV3811          Asia              Master's                  Y
## 3813   EZYV3813          Asia            Bachelor's                  Y
## 3814   EZYV3814 North America              Master's                  N
## 3815   EZYV3815          Asia           High School                  N
## 3816   EZYV3816 North America            Bachelor's                  Y
## 3817   EZYV3817          Asia            Bachelor's                  N
## 3818   EZYV3818          Asia            Bachelor's                  Y
## 3819   EZYV3819          Asia              Master's                  N
## 3820   EZYV3820          Asia              Master's                  Y
## 3821   EZYV3821          Asia            Bachelor's                  Y
## 3822   EZYV3822          Asia              Master's                  N
## 3823   EZYV3823        Africa              Master's                  Y
## 3824   EZYV3824          Asia              Master's                  N
## 3825   EZYV3825        Europe            Bachelor's                  N
## 3826   EZYV3826 North America            Bachelor's                  Y
## 3827   EZYV3827          Asia             Doctorate                  Y
## 3828   EZYV3828          Asia            Bachelor's                  Y
## 3829   EZYV3829          Asia            Bachelor's                  N
## 3830   EZYV3830          Asia            Bachelor's                  N
## 3831   EZYV3831        Europe            Bachelor's                  N
## 3832   EZYV3832          Asia              Master's                  Y
## 3833   EZYV3833          Asia              Master's                  Y
## 3835   EZYV3835          Asia              Master's                  Y
## 3837   EZYV3837 North America              Master's                  Y
## 3839   EZYV3839          Asia           High School                  Y
## 3840   EZYV3840 North America              Master's                  Y
## 3842   EZYV3842        Europe            Bachelor's                  Y
## 3846   EZYV3846          Asia            Bachelor's                  Y
## 3847   EZYV3847          Asia            Bachelor's                  N
## 3848   EZYV3848          Asia            Bachelor's                  N
## 3850   EZYV3850          Asia            Bachelor's                  Y
## 3851   EZYV3851        Europe            Bachelor's                  N
## 3853   EZYV3853 North America            Bachelor's                  Y
## 3854   EZYV3854          Asia           High School                  Y
## 3855   EZYV3855        Europe            Bachelor's                  N
## 3856   EZYV3856        Africa              Master's                  Y
## 3857   EZYV3857          Asia              Master's                  Y
## 3858   EZYV3858        Europe             Doctorate                  N
## 3859   EZYV3859       Oceania           High School                  Y
## 3862   EZYV3862          Asia            Bachelor's                  Y
## 3863   EZYV3863          Asia            Bachelor's                  Y
## 3864   EZYV3864          Asia            Bachelor's                  N
## 3866   EZYV3866          Asia              Master's                  Y
## 3867   EZYV3867 North America              Master's                  Y
## 3868   EZYV3868          Asia              Master's                  N
## 3869   EZYV3869        Europe             Doctorate                  N
## 3870   EZYV3870 South America            Bachelor's                  N
## 3871   EZYV3871 North America           High School                  Y
## 3874   EZYV3874          Asia             Doctorate                  N
## 3875   EZYV3875        Europe           High School                  N
## 3876   EZYV3876          Asia            Bachelor's                  Y
## 3877   EZYV3877 North America            Bachelor's                  Y
## 3878   EZYV3878 South America            Bachelor's                  Y
## 3879   EZYV3879          Asia            Bachelor's                  N
## 3881   EZYV3881        Europe            Bachelor's                  Y
## 3882   EZYV3882 North America              Master's                  Y
## 3883   EZYV3883          Asia              Master's                  N
## 3884   EZYV3884          Asia           High School                  Y
## 3885   EZYV3885 North America              Master's                  N
## 3886   EZYV3886 North America             Doctorate                  N
## 3887   EZYV3887          Asia              Master's                  N
## 3888   EZYV3888          Asia              Master's                  N
## 3889   EZYV3889          Asia            Bachelor's                  Y
## 3890   EZYV3890          Asia              Master's                  Y
## 3891   EZYV3891 North America              Master's                  N
## 3893   EZYV3893          Asia              Master's                  N
## 3895   EZYV3895          Asia              Master's                  N
## 3897   EZYV3897 North America              Master's                  Y
## 3899   EZYV3899          Asia            Bachelor's                  Y
## 3902   EZYV3902        Europe             Doctorate                  N
## 3904   EZYV3904          Asia           High School                  Y
## 3905   EZYV3905       Oceania              Master's                  Y
## 3906   EZYV3906 North America              Master's                  Y
## 3907   EZYV3907          Asia            Bachelor's                  N
## 3908   EZYV3908        Europe             Doctorate                  N
## 3909   EZYV3909          Asia            Bachelor's                  N
## 3910   EZYV3910          Asia            Bachelor's                  N
## 3911   EZYV3911        Europe              Master's                  Y
## 3912   EZYV3912          Asia            Bachelor's                  Y
## 3913   EZYV3913 North America             Doctorate                  Y
## 3914   EZYV3914 North America              Master's                  Y
## 3915   EZYV3915 North America            Bachelor's                  Y
## 3917   EZYV3917          Asia            Bachelor's                  N
## 3918   EZYV3918          Asia              Master's                  N
## 3919   EZYV3919 North America           High School                  N
## 3920   EZYV3920          Asia            Bachelor's                  N
## 3921   EZYV3921          Asia           High School                  N
## 3922   EZYV3922          Asia            Bachelor's                  Y
## 3924   EZYV3924 South America            Bachelor's                  N
## 3925   EZYV3925 South America           High School                  Y
## 3928   EZYV3928          Asia              Master's                  N
## 3930   EZYV3930        Europe           High School                  Y
## 3931   EZYV3931          Asia              Master's                  Y
## 3933   EZYV3933 North America              Master's                  Y
## 3934   EZYV3934          Asia              Master's                  Y
## 3935   EZYV3935          Asia            Bachelor's                  Y
## 3936   EZYV3936        Europe           High School                  Y
## 3937   EZYV3937          Asia           High School                  Y
## 3938   EZYV3938          Asia              Master's                  Y
## 3939   EZYV3939          Asia            Bachelor's                  N
## 3940   EZYV3940          Asia             Doctorate                  Y
## 3941   EZYV3941          Asia            Bachelor's                  Y
## 3942   EZYV3942        Europe             Doctorate                  N
## 3943   EZYV3943          Asia              Master's                  Y
## 3945   EZYV3945          Asia              Master's                  N
## 3946   EZYV3946          Asia            Bachelor's                  Y
## 3950   EZYV3950        Africa              Master's                  Y
## 3951   EZYV3951          Asia            Bachelor's                  Y
## 3952   EZYV3952          Asia            Bachelor's                  Y
## 3953   EZYV3953        Europe            Bachelor's                  Y
## 3954   EZYV3954        Europe            Bachelor's                  N
## 3956   EZYV3956 North America              Master's                  Y
## 3959   EZYV3959          Asia            Bachelor's                  N
## 3960   EZYV3960          Asia              Master's                  Y
## 3961   EZYV3961          Asia            Bachelor's                  N
## 3962   EZYV3962 North America            Bachelor's                  N
## 3963   EZYV3963 North America              Master's                  Y
## 3964   EZYV3964          Asia              Master's                  Y
## 3965   EZYV3965          Asia              Master's                  Y
## 3966   EZYV3966       Oceania            Bachelor's                  N
## 3968   EZYV3968        Europe             Doctorate                  Y
## 3969   EZYV3969          Asia              Master's                  Y
## 3970   EZYV3970          Asia            Bachelor's                  N
## 3973   EZYV3973          Asia              Master's                  N
## 3974   EZYV3974          Asia            Bachelor's                  N
## 3975   EZYV3975        Europe              Master's                  N
## 3976   EZYV3976          Asia           High School                  N
## 3977   EZYV3977          Asia           High School                  N
## 3978   EZYV3978        Europe            Bachelor's                  Y
## 3979   EZYV3979          Asia            Bachelor's                  Y
## 3980   EZYV3980        Europe             Doctorate                  N
## 3981   EZYV3981 North America              Master's                  Y
## 3982   EZYV3982 North America              Master's                  N
## 3983   EZYV3983          Asia              Master's                  N
## 3984   EZYV3984 North America            Bachelor's                  N
## 3985   EZYV3985 North America            Bachelor's                  Y
## 3986   EZYV3986          Asia              Master's                  N
## 3988   EZYV3988          Asia            Bachelor's                  N
## 3990   EZYV3990          Asia              Master's                  N
## 3991   EZYV3991          Asia            Bachelor's                  Y
## 3992   EZYV3992          Asia            Bachelor's                  N
## 3993   EZYV3993          Asia            Bachelor's                  Y
## 3994   EZYV3994          Asia              Master's                  Y
## 3995   EZYV3995          Asia              Master's                  Y
## 3996   EZYV3996        Europe             Doctorate                  Y
## 3998   EZYV3998          Asia              Master's                  N
## 3999   EZYV3999          Asia            Bachelor's                  Y
## 4000   EZYV4000          Asia           High School                  N
## 4001   EZYV4001          Asia             Doctorate                  Y
## 4002   EZYV4002          Asia           High School                  Y
## 4003   EZYV4003          Asia           High School                  N
## 4004   EZYV4004        Europe              Master's                  Y
## 4005   EZYV4005          Asia           High School                  N
## 4007   EZYV4007 North America            Bachelor's                  N
## 4009   EZYV4009          Asia           High School                  Y
## 4010   EZYV4010        Europe            Bachelor's                  N
## 4011   EZYV4011          Asia            Bachelor's                  Y
## 4012   EZYV4012          Asia            Bachelor's                  Y
## 4013   EZYV4013          Asia              Master's                  N
## 4014   EZYV4014          Asia              Master's                  Y
## 4015   EZYV4015        Africa            Bachelor's                  N
## 4016   EZYV4016          Asia             Doctorate                  Y
## 4017   EZYV4017          Asia            Bachelor's                  N
## 4018   EZYV4018          Asia              Master's                  N
## 4019   EZYV4019          Asia            Bachelor's                  N
## 4020   EZYV4020          Asia           High School                  N
## 4021   EZYV4021 South America            Bachelor's                  Y
## 4022   EZYV4022 North America              Master's                  Y
## 4023   EZYV4023          Asia              Master's                  N
## 4024   EZYV4024 North America              Master's                  Y
## 4025   EZYV4025          Asia            Bachelor's                  N
## 4026   EZYV4026          Asia            Bachelor's                  N
## 4027   EZYV4027        Europe            Bachelor's                  Y
## 4028   EZYV4028          Asia            Bachelor's                  Y
## 4030   EZYV4030 North America            Bachelor's                  Y
## 4032   EZYV4032        Africa            Bachelor's                  N
## 4033   EZYV4033          Asia            Bachelor's                  Y
## 4035   EZYV4035          Asia              Master's                  Y
## 4036   EZYV4036          Asia            Bachelor's                  Y
## 4038   EZYV4038          Asia             Doctorate                  Y
## 4039   EZYV4039        Europe            Bachelor's                  N
## 4040   EZYV4040        Africa            Bachelor's                  Y
## 4041   EZYV4041          Asia            Bachelor's                  N
## 4042   EZYV4042        Europe              Master's                  N
## 4043   EZYV4043          Asia            Bachelor's                  Y
## 4045   EZYV4045          Asia              Master's                  Y
## 4046   EZYV4046          Asia              Master's                  Y
## 4047   EZYV4047          Asia           High School                  Y
## 4049   EZYV4049 North America              Master's                  Y
## 4050   EZYV4050        Europe            Bachelor's                  Y
## 4051   EZYV4051        Europe             Doctorate                  Y
## 4052   EZYV4052          Asia            Bachelor's                  Y
## 4053   EZYV4053          Asia            Bachelor's                  N
## 4055   EZYV4055          Asia            Bachelor's                  N
## 4056   EZYV4056          Asia              Master's                  N
## 4058   EZYV4058 North America            Bachelor's                  Y
## 4059   EZYV4059          Asia            Bachelor's                  Y
## 4061   EZYV4061          Asia            Bachelor's                  Y
## 4062   EZYV4062          Asia              Master's                  Y
## 4065   EZYV4065          Asia            Bachelor's                  N
## 4066   EZYV4066        Europe              Master's                  N
## 4067   EZYV4067          Asia            Bachelor's                  N
## 4068   EZYV4068 North America            Bachelor's                  Y
## 4070   EZYV4070          Asia              Master's                  Y
## 4071   EZYV4071          Asia              Master's                  Y
## 4072   EZYV4072          Asia           High School                  Y
## 4073   EZYV4073 North America            Bachelor's                  N
## 4074   EZYV4074          Asia            Bachelor's                  Y
## 4075   EZYV4075          Asia           High School                  N
## 4076   EZYV4076          Asia              Master's                  Y
## 4077   EZYV4077          Asia            Bachelor's                  N
## 4078   EZYV4078          Asia           High School                  N
## 4079   EZYV4079          Asia             Doctorate                  Y
## 4080   EZYV4080          Asia            Bachelor's                  Y
## 4083   EZYV4083        Europe            Bachelor's                  N
## 4084   EZYV4084 North America              Master's                  Y
## 4085   EZYV4085        Europe              Master's                  Y
## 4087   EZYV4087          Asia             Doctorate                  Y
## 4088   EZYV4088          Asia              Master's                  N
## 4089   EZYV4089        Europe              Master's                  N
## 4090   EZYV4090 North America           High School                  Y
## 4091   EZYV4091 South America           High School                  Y
## 4092   EZYV4092        Europe             Doctorate                  N
## 4093   EZYV4093        Europe              Master's                  Y
## 4094   EZYV4094          Asia            Bachelor's                  Y
## 4095   EZYV4095 North America           High School                  N
## 4096   EZYV4096          Asia              Master's                  Y
## 4097   EZYV4097          Asia            Bachelor's                  Y
## 4098   EZYV4098          Asia            Bachelor's                  N
## 4100   EZYV4100          Asia             Doctorate                  N
## 4101   EZYV4101          Asia              Master's                  N
## 4102   EZYV4102          Asia           High School                  N
## 4103   EZYV4103        Africa            Bachelor's                  N
## 4104   EZYV4104          Asia            Bachelor's                  Y
## 4105   EZYV4105          Asia            Bachelor's                  Y
## 4106   EZYV4106          Asia              Master's                  Y
## 4107   EZYV4107          Asia            Bachelor's                  Y
## 4110   EZYV4110          Asia            Bachelor's                  Y
## 4111   EZYV4111 North America            Bachelor's                  Y
## 4112   EZYV4112        Europe             Doctorate                  Y
## 4113   EZYV4113          Asia            Bachelor's                  N
## 4114   EZYV4114 North America              Master's                  Y
## 4115   EZYV4115          Asia            Bachelor's                  Y
## 4116   EZYV4116        Europe              Master's                  Y
## 4117   EZYV4117          Asia            Bachelor's                  N
## 4118   EZYV4118        Europe            Bachelor's                  Y
## 4119   EZYV4119        Europe             Doctorate                  N
## 4120   EZYV4120          Asia              Master's                  Y
## 4123   EZYV4123          Asia            Bachelor's                  Y
## 4124   EZYV4124          Asia            Bachelor's                  Y
## 4125   EZYV4125        Europe             Doctorate                  Y
## 4126   EZYV4126          Asia           High School                  Y
## 4127   EZYV4127          Asia              Master's                  Y
## 4128   EZYV4128          Asia            Bachelor's                  Y
## 4129   EZYV4129        Europe              Master's                  N
## 4130   EZYV4130 North America              Master's                  N
## 4131   EZYV4131        Europe            Bachelor's                  N
## 4132   EZYV4132        Europe              Master's                  Y
## 4133   EZYV4133        Europe            Bachelor's                  Y
## 4134   EZYV4134          Asia           High School                  N
## 4135   EZYV4135          Asia           High School                  Y
## 4136   EZYV4136        Europe             Doctorate                  N
## 4137   EZYV4137 South America              Master's                  Y
## 4139   EZYV4139        Europe              Master's                  Y
## 4142   EZYV4142          Asia              Master's                  N
## 4143   EZYV4143          Asia            Bachelor's                  N
## 4145   EZYV4145        Europe              Master's                  Y
## 4146   EZYV4146        Africa              Master's                  Y
## 4147   EZYV4147          Asia            Bachelor's                  N
## 4149   EZYV4149          Asia              Master's                  N
## 4150   EZYV4150 North America              Master's                  Y
## 4151   EZYV4151          Asia            Bachelor's                  Y
## 4152   EZYV4152          Asia              Master's                  N
## 4153   EZYV4153        Europe            Bachelor's                  Y
## 4154   EZYV4154          Asia              Master's                  N
## 4155   EZYV4155          Asia            Bachelor's                  Y
## 4156   EZYV4156          Asia            Bachelor's                  N
## 4157   EZYV4157        Europe            Bachelor's                  N
## 4158   EZYV4158          Asia            Bachelor's                  N
## 4159   EZYV4159          Asia              Master's                  Y
## 4160   EZYV4160          Asia             Doctorate                  Y
## 4161   EZYV4161        Africa            Bachelor's                  N
## 4162   EZYV4162          Asia             Doctorate                  N
## 4163   EZYV4163          Asia            Bachelor's                  N
## 4164   EZYV4164 North America              Master's                  Y
## 4165   EZYV4165          Asia              Master's                  Y
## 4167   EZYV4167          Asia              Master's                  N
## 4168   EZYV4168          Asia              Master's                  Y
## 4169   EZYV4169 South America              Master's                  N
## 4170   EZYV4170 North America              Master's                  N
## 4171   EZYV4171          Asia            Bachelor's                  N
## 4172   EZYV4172          Asia            Bachelor's                  N
## 4173   EZYV4173        Europe            Bachelor's                  Y
## 4174   EZYV4174        Europe           High School                  Y
## 4175   EZYV4175          Asia              Master's                  Y
## 4176   EZYV4176          Asia           High School                  N
## 4178   EZYV4178          Asia           High School                  Y
## 4179   EZYV4179          Asia              Master's                  Y
## 4180   EZYV4180          Asia            Bachelor's                  Y
## 4181   EZYV4181          Asia            Bachelor's                  N
## 4182   EZYV4182 North America              Master's                  N
## 4183   EZYV4183          Asia              Master's                  N
## 4184   EZYV4184        Europe            Bachelor's                  N
## 4186   EZYV4186          Asia              Master's                  Y
## 4187   EZYV4187          Asia           High School                  Y
## 4188   EZYV4188          Asia             Doctorate                  Y
## 4189   EZYV4189 North America            Bachelor's                  N
## 4190   EZYV4190          Asia           High School                  Y
## 4191   EZYV4191        Europe             Doctorate                  N
## 4192   EZYV4192        Europe            Bachelor's                  Y
## 4193   EZYV4193          Asia              Master's                  N
## 4194   EZYV4194          Asia              Master's                  Y
## 4195   EZYV4195          Asia            Bachelor's                  N
## 4196   EZYV4196          Asia            Bachelor's                  N
## 4198   EZYV4198          Asia            Bachelor's                  N
## 4199   EZYV4199          Asia            Bachelor's                  N
## 4200   EZYV4200          Asia            Bachelor's                  Y
## 4201   EZYV4201          Asia              Master's                  N
## 4202   EZYV4202          Asia              Master's                  Y
## 4203   EZYV4203        Europe            Bachelor's                  N
## 4205   EZYV4205        Europe             Doctorate                  N
## 4206   EZYV4206          Asia            Bachelor's                  Y
## 4207   EZYV4207        Africa              Master's                  N
## 4208   EZYV4208        Europe           High School                  Y
## 4209   EZYV4209          Asia            Bachelor's                  Y
## 4210   EZYV4210          Asia            Bachelor's                  N
## 4211   EZYV4211          Asia              Master's                  N
## 4213   EZYV4213          Asia              Master's                  N
## 4215   EZYV4215 South America              Master's                  N
## 4217   EZYV4217 North America            Bachelor's                  Y
## 4218   EZYV4218        Europe            Bachelor's                  Y
## 4219   EZYV4219          Asia            Bachelor's                  Y
## 4220   EZYV4220          Asia            Bachelor's                  Y
## 4221   EZYV4221          Asia           High School                  N
## 4222   EZYV4222          Asia           High School                  Y
## 4223   EZYV4223        Europe            Bachelor's                  N
## 4224   EZYV4224          Asia            Bachelor's                  N
## 4225   EZYV4225        Europe              Master's                  Y
## 4226   EZYV4226          Asia              Master's                  N
## 4227   EZYV4227 South America            Bachelor's                  N
## 4228   EZYV4228 North America           High School                  Y
## 4229   EZYV4229          Asia              Master's                  Y
## 4231   EZYV4231          Asia            Bachelor's                  Y
## 4232   EZYV4232          Asia            Bachelor's                  N
## 4233   EZYV4233          Asia              Master's                  N
## 4234   EZYV4234          Asia            Bachelor's                  Y
## 4235   EZYV4235          Asia            Bachelor's                  N
## 4236   EZYV4236 North America              Master's                  N
## 4237   EZYV4237          Asia            Bachelor's                  Y
## 4238   EZYV4238          Asia              Master's                  Y
## 4239   EZYV4239        Europe             Doctorate                  Y
## 4240   EZYV4240          Asia            Bachelor's                  N
## 4241   EZYV4241 North America            Bachelor's                  N
## 4242   EZYV4242          Asia            Bachelor's                  N
## 4246   EZYV4246          Asia              Master's                  Y
## 4248   EZYV4248          Asia              Master's                  Y
## 4250   EZYV4250          Asia              Master's                  Y
## 4251   EZYV4251          Asia           High School                  N
## 4252   EZYV4252          Asia            Bachelor's                  Y
## 4253   EZYV4253        Africa            Bachelor's                  Y
## 4254   EZYV4254          Asia           High School                  Y
## 4255   EZYV4255          Asia            Bachelor's                  N
## 4256   EZYV4256          Asia            Bachelor's                  N
## 4257   EZYV4257       Oceania            Bachelor's                  N
## 4258   EZYV4258 South America              Master's                  Y
## 4259   EZYV4259 North America              Master's                  N
## 4260   EZYV4260          Asia              Master's                  Y
## 4261   EZYV4261          Asia            Bachelor's                  Y
## 4263   EZYV4263          Asia           High School                  N
## 4264   EZYV4264          Asia            Bachelor's                  N
## 4266   EZYV4266 North America            Bachelor's                  Y
## 4267   EZYV4267 North America           High School                  Y
## 4269   EZYV4269          Asia            Bachelor's                  Y
## 4270   EZYV4270        Europe           High School                  N
## 4271   EZYV4271 North America           High School                  Y
## 4273   EZYV4273 North America              Master's                  N
## 4274   EZYV4274          Asia              Master's                  Y
## 4275   EZYV4275          Asia            Bachelor's                  N
## 4276   EZYV4276        Europe            Bachelor's                  Y
## 4277   EZYV4277          Asia            Bachelor's                  N
## 4278   EZYV4278        Europe           High School                  N
## 4279   EZYV4279        Africa             Doctorate                  N
## 4282   EZYV4282 North America              Master's                  N
## 4283   EZYV4283          Asia              Master's                  Y
## 4284   EZYV4284          Asia            Bachelor's                  Y
## 4286   EZYV4286          Asia              Master's                  Y
## 4287   EZYV4287 North America            Bachelor's                  Y
## 4288   EZYV4288 North America            Bachelor's                  Y
## 4289   EZYV4289          Asia            Bachelor's                  Y
## 4290   EZYV4290          Asia           High School                  N
## 4291   EZYV4291        Europe            Bachelor's                  Y
## 4292   EZYV4292          Asia           High School                  Y
## 4293   EZYV4293          Asia            Bachelor's                  Y
## 4295   EZYV4295          Asia              Master's                  N
## 4296   EZYV4296 North America            Bachelor's                  N
## 4297   EZYV4297          Asia            Bachelor's                  Y
## 4298   EZYV4298 North America              Master's                  N
## 4299   EZYV4299        Europe            Bachelor's                  N
## 4301   EZYV4301          Asia           High School                  N
## 4302   EZYV4302        Europe           High School                  Y
## 4304   EZYV4304          Asia            Bachelor's                  Y
## 4306   EZYV4306          Asia           High School                  Y
## 4309   EZYV4309          Asia            Bachelor's                  Y
## 4311   EZYV4311          Asia           High School                  Y
## 4312   EZYV4312          Asia              Master's                  Y
## 4313   EZYV4313          Asia            Bachelor's                  N
## 4314   EZYV4314          Asia              Master's                  Y
## 4315   EZYV4315 North America              Master's                  N
## 4316   EZYV4316          Asia            Bachelor's                  Y
## 4317   EZYV4317        Europe              Master's                  N
## 4319   EZYV4319        Europe            Bachelor's                  N
## 4320   EZYV4320 North America              Master's                  N
## 4322   EZYV4322        Europe            Bachelor's                  Y
## 4323   EZYV4323          Asia           High School                  Y
## 4325   EZYV4325          Asia            Bachelor's                  N
## 4326   EZYV4326          Asia            Bachelor's                  Y
## 4328   EZYV4328          Asia            Bachelor's                  Y
## 4329   EZYV4329          Asia            Bachelor's                  Y
## 4330   EZYV4330          Asia           High School                  Y
## 4331   EZYV4331          Asia           High School                  Y
## 4333   EZYV4333          Asia              Master's                  N
## 4334   EZYV4334          Asia            Bachelor's                  N
## 4335   EZYV4335          Asia            Bachelor's                  N
## 4336   EZYV4336 North America              Master's                  N
## 4337   EZYV4337          Asia             Doctorate                  Y
## 4338   EZYV4338          Asia              Master's                  Y
## 4339   EZYV4339        Europe             Doctorate                  N
## 4340   EZYV4340          Asia              Master's                  Y
## 4341   EZYV4341 North America            Bachelor's                  N
## 4342   EZYV4342          Asia              Master's                  Y
## 4343   EZYV4343          Asia            Bachelor's                  N
## 4345   EZYV4345          Asia              Master's                  N
## 4346   EZYV4346          Asia            Bachelor's                  N
## 4348   EZYV4348          Asia           High School                  N
## 4349   EZYV4349          Asia              Master's                  N
## 4350   EZYV4350          Asia            Bachelor's                  N
## 4352   EZYV4352          Asia            Bachelor's                  N
## 4353   EZYV4353          Asia             Doctorate                  Y
## 4354   EZYV4354 South America              Master's                  Y
## 4356   EZYV4356          Asia            Bachelor's                  N
## 4358   EZYV4358        Europe            Bachelor's                  Y
## 4359   EZYV4359          Asia             Doctorate                  N
## 4360   EZYV4360 North America              Master's                  Y
## 4361   EZYV4361        Europe            Bachelor's                  Y
## 4362   EZYV4362        Africa              Master's                  N
## 4363   EZYV4363 North America           High School                  Y
## 4364   EZYV4364          Asia            Bachelor's                  Y
## 4366   EZYV4366          Asia            Bachelor's                  N
## 4367   EZYV4367       Oceania              Master's                  N
## 4368   EZYV4368          Asia              Master's                  N
## 4369   EZYV4369          Asia            Bachelor's                  N
## 4370   EZYV4370          Asia           High School                  Y
## 4371   EZYV4371          Asia              Master's                  N
## 4372   EZYV4372          Asia              Master's                  Y
## 4373   EZYV4373          Asia            Bachelor's                  Y
## 4374   EZYV4374          Asia            Bachelor's                  N
## 4375   EZYV4375        Europe            Bachelor's                  Y
## 4376   EZYV4376          Asia              Master's                  Y
## 4377   EZYV4377          Asia            Bachelor's                  N
## 4379   EZYV4379        Europe           High School                  N
## 4380   EZYV4380          Asia              Master's                  Y
## 4381   EZYV4381          Asia            Bachelor's                  Y
## 4383   EZYV4383          Asia             Doctorate                  Y
## 4384   EZYV4384        Africa              Master's                  N
## 4385   EZYV4385          Asia           High School                  Y
## 4386   EZYV4386        Europe            Bachelor's                  Y
## 4387   EZYV4387        Europe            Bachelor's                  Y
## 4389   EZYV4389          Asia              Master's                  N
## 4390   EZYV4390          Asia            Bachelor's                  N
## 4391   EZYV4391          Asia           High School                  Y
## 4392   EZYV4392          Asia              Master's                  N
## 4393   EZYV4393          Asia            Bachelor's                  Y
## 4394   EZYV4394          Asia            Bachelor's                  N
## 4395   EZYV4395        Europe              Master's                  N
## 4396   EZYV4396          Asia           High School                  N
## 4397   EZYV4397          Asia              Master's                  N
## 4398   EZYV4398 North America            Bachelor's                  N
## 4400   EZYV4400          Asia             Doctorate                  Y
## 4401   EZYV4401 South America           High School                  N
## 4402   EZYV4402          Asia              Master's                  N
## 4404   EZYV4404          Asia            Bachelor's                  Y
## 4405   EZYV4405          Asia              Master's                  N
## 4406   EZYV4406          Asia              Master's                  N
## 4408   EZYV4408          Asia            Bachelor's                  N
## 4409   EZYV4409          Asia              Master's                  Y
## 4410   EZYV4410          Asia           High School                  Y
## 4411   EZYV4411          Asia           High School                  Y
## 4412   EZYV4412        Europe            Bachelor's                  N
## 4414   EZYV4414 North America           High School                  Y
## 4415   EZYV4415 South America              Master's                  N
## 4416   EZYV4416        Europe              Master's                  Y
## 4418   EZYV4418          Asia            Bachelor's                  Y
## 4419   EZYV4419 North America           High School                  Y
## 4420   EZYV4420          Asia           High School                  Y
## 4421   EZYV4421 North America            Bachelor's                  N
## 4422   EZYV4422       Oceania            Bachelor's                  N
## 4423   EZYV4423          Asia            Bachelor's                  Y
## 4424   EZYV4424 North America           High School                  Y
## 4426   EZYV4426 North America            Bachelor's                  Y
## 4427   EZYV4427          Asia            Bachelor's                  Y
## 4428   EZYV4428        Europe            Bachelor's                  N
## 4430   EZYV4430          Asia              Master's                  N
## 4431   EZYV4431        Europe              Master's                  Y
## 4432   EZYV4432 North America              Master's                  Y
## 4433   EZYV4433          Asia            Bachelor's                  N
## 4434   EZYV4434        Europe             Doctorate                  Y
## 4435   EZYV4435 North America            Bachelor's                  Y
## 4436   EZYV4436 North America           High School                  Y
## 4437   EZYV4437 North America              Master's                  N
## 4438   EZYV4438          Asia           High School                  Y
## 4439   EZYV4439        Europe           High School                  Y
## 4440   EZYV4440          Asia            Bachelor's                  Y
## 4442   EZYV4442        Europe            Bachelor's                  Y
## 4444   EZYV4444 North America              Master's                  N
## 4445   EZYV4445          Asia              Master's                  N
## 4446   EZYV4446          Asia            Bachelor's                  N
## 4447   EZYV4447       Oceania              Master's                  N
## 4448   EZYV4448 North America            Bachelor's                  Y
## 4449   EZYV4449          Asia            Bachelor's                  N
## 4452   EZYV4452          Asia            Bachelor's                  N
## 4457   EZYV4457        Europe             Doctorate                  Y
## 4458   EZYV4458          Asia            Bachelor's                  N
## 4459   EZYV4459          Asia            Bachelor's                  Y
## 4460   EZYV4460 North America            Bachelor's                  Y
## 4461   EZYV4461          Asia              Master's                  N
## 4462   EZYV4462        Europe           High School                  Y
## 4463   EZYV4463          Asia           High School                  Y
## 4464   EZYV4464          Asia            Bachelor's                  N
## 4465   EZYV4465          Asia              Master's                  N
## 4466   EZYV4466          Asia            Bachelor's                  N
## 4467   EZYV4467        Europe             Doctorate                  Y
## 4468   EZYV4468 North America            Bachelor's                  N
## 4469   EZYV4469        Europe            Bachelor's                  Y
## 4470   EZYV4470          Asia              Master's                  Y
## 4471   EZYV4471 North America              Master's                  Y
## 4472   EZYV4472 North America            Bachelor's                  N
## 4473   EZYV4473          Asia              Master's                  Y
## 4474   EZYV4474          Asia            Bachelor's                  N
## 4475   EZYV4475          Asia           High School                  N
## 4476   EZYV4476          Asia              Master's                  N
## 4477   EZYV4477          Asia            Bachelor's                  Y
## 4478   EZYV4478          Asia            Bachelor's                  N
## 4479   EZYV4479          Asia              Master's                  Y
## 4480   EZYV4480        Europe              Master's                  Y
## 4481   EZYV4481 North America            Bachelor's                  N
## 4483   EZYV4483 North America              Master's                  Y
## 4485   EZYV4485        Europe            Bachelor's                  Y
## 4486   EZYV4486          Asia              Master's                  N
## 4488   EZYV4488          Asia              Master's                  N
## 4489   EZYV4489          Asia            Bachelor's                  Y
## 4490   EZYV4490          Asia              Master's                  Y
## 4491   EZYV4491          Asia            Bachelor's                  N
## 4492   EZYV4492          Asia           High School                  N
## 4493   EZYV4493          Asia           High School                  Y
## 4494   EZYV4494          Asia            Bachelor's                  N
## 4495   EZYV4495          Asia           High School                  N
## 4496   EZYV4496          Asia            Bachelor's                  Y
## 4497   EZYV4497        Europe            Bachelor's                  Y
## 4498   EZYV4498          Asia            Bachelor's                  Y
## 4499   EZYV4499          Asia              Master's                  N
## 4500   EZYV4500          Asia             Doctorate                  Y
## 4501   EZYV4501          Asia              Master's                  Y
## 4502   EZYV4502          Asia           High School                  Y
## 4503   EZYV4503          Asia              Master's                  N
## 4505   EZYV4505          Asia              Master's                  N
## 4507   EZYV4507          Asia            Bachelor's                  Y
## 4508   EZYV4508          Asia              Master's                  Y
## 4510   EZYV4510 South America            Bachelor's                  N
## 4511   EZYV4511        Europe            Bachelor's                  N
## 4514   EZYV4514 North America              Master's                  Y
## 4515   EZYV4515          Asia              Master's                  N
## 4516   EZYV4516          Asia              Master's                  N
## 4517   EZYV4517          Asia              Master's                  N
## 4518   EZYV4518          Asia            Bachelor's                  Y
## 4519   EZYV4519          Asia            Bachelor's                  Y
## 4520   EZYV4520          Asia              Master's                  Y
## 4521   EZYV4521          Asia           High School                  N
## 4522   EZYV4522          Asia           High School                  N
## 4523   EZYV4523          Asia              Master's                  Y
## 4524   EZYV4524          Asia            Bachelor's                  N
## 4526   EZYV4526          Asia              Master's                  N
## 4528   EZYV4528          Asia              Master's                  Y
## 4529   EZYV4529 North America              Master's                  N
## 4530   EZYV4530          Asia           High School                  Y
## 4531   EZYV4531        Europe             Doctorate                  Y
## 4533   EZYV4533          Asia              Master's                  Y
## 4534   EZYV4534        Europe              Master's                  N
## 4535   EZYV4535        Europe              Master's                  N
## 4536   EZYV4536          Asia            Bachelor's                  N
## 4537   EZYV4537          Asia            Bachelor's                  Y
## 4538   EZYV4538          Asia            Bachelor's                  Y
## 4539   EZYV4539 South America            Bachelor's                  N
## 4540   EZYV4540          Asia            Bachelor's                  N
## 4541   EZYV4541          Asia              Master's                  N
## 4542   EZYV4542          Asia           High School                  N
## 4543   EZYV4543        Europe              Master's                  N
## 4544   EZYV4544 North America              Master's                  Y
## 4545   EZYV4545          Asia              Master's                  Y
## 4548   EZYV4548          Asia              Master's                  Y
## 4549   EZYV4549          Asia            Bachelor's                  N
## 4552   EZYV4552          Asia            Bachelor's                  N
## 4553   EZYV4553        Europe              Master's                  N
## 4554   EZYV4554        Europe            Bachelor's                  Y
## 4555   EZYV4555          Asia            Bachelor's                  Y
## 4556   EZYV4556 South America            Bachelor's                  N
## 4558   EZYV4558        Europe            Bachelor's                  Y
## 4559   EZYV4559        Europe              Master's                  N
## 4560   EZYV4560 North America             Doctorate                  Y
## 4561   EZYV4561          Asia            Bachelor's                  N
## 4562   EZYV4562          Asia             Doctorate                  N
## 4563   EZYV4563          Asia              Master's                  N
## 4565   EZYV4565          Asia              Master's                  Y
## 4566   EZYV4566          Asia            Bachelor's                  Y
## 4567   EZYV4567          Asia            Bachelor's                  N
## 4569   EZYV4569        Europe            Bachelor's                  Y
## 4570   EZYV4570          Asia           High School                  N
## 4571   EZYV4571          Asia            Bachelor's                  Y
## 4572   EZYV4572          Asia            Bachelor's                  Y
## 4573   EZYV4573 North America              Master's                  Y
## 4574   EZYV4574        Europe              Master's                  N
## 4575   EZYV4575          Asia              Master's                  N
## 4576   EZYV4576          Asia              Master's                  Y
## 4577   EZYV4577 North America           High School                  Y
## 4578   EZYV4578          Asia            Bachelor's                  Y
## 4579   EZYV4579 South America              Master's                  Y
## 4580   EZYV4580          Asia            Bachelor's                  Y
## 4581   EZYV4581        Africa              Master's                  Y
## 4582   EZYV4582          Asia              Master's                  Y
## 4584   EZYV4584        Europe           High School                  N
## 4585   EZYV4585          Asia            Bachelor's                  N
## 4586   EZYV4586        Europe              Master's                  N
## 4587   EZYV4587          Asia             Doctorate                  Y
## 4588   EZYV4588          Asia              Master's                  Y
## 4589   EZYV4589          Asia            Bachelor's                  Y
## 4590   EZYV4590          Asia            Bachelor's                  N
## 4591   EZYV4591        Europe              Master's                  Y
## 4592   EZYV4592          Asia              Master's                  Y
## 4593   EZYV4593          Asia              Master's                  Y
## 4594   EZYV4594          Asia            Bachelor's                  N
## 4596   EZYV4596          Asia              Master's                  Y
## 4598   EZYV4598          Asia           High School                  Y
## 4600   EZYV4600          Asia              Master's                  N
## 4601   EZYV4601          Asia            Bachelor's                  Y
## 4602   EZYV4602          Asia             Doctorate                  Y
## 4604   EZYV4604          Asia            Bachelor's                  N
## 4606   EZYV4606          Asia           High School                  N
## 4607   EZYV4607          Asia              Master's                  N
## 4609   EZYV4609          Asia              Master's                  N
## 4610   EZYV4610          Asia           High School                  Y
## 4611   EZYV4611          Asia           High School                  Y
## 4613   EZYV4613          Asia              Master's                  Y
## 4614   EZYV4614          Asia            Bachelor's                  Y
## 4615   EZYV4615          Asia              Master's                  N
## 4616   EZYV4616        Europe             Doctorate                  Y
## 4617   EZYV4617          Asia              Master's                  N
## 4618   EZYV4618          Asia            Bachelor's                  N
## 4619   EZYV4619          Asia            Bachelor's                  N
## 4620   EZYV4620          Asia              Master's                  N
## 4621   EZYV4621        Europe            Bachelor's                  Y
## 4622   EZYV4622          Asia              Master's                  N
## 4623   EZYV4623        Europe              Master's                  N
## 4624   EZYV4624          Asia            Bachelor's                  Y
## 4625   EZYV4625          Asia            Bachelor's                  Y
## 4626   EZYV4626          Asia              Master's                  Y
## 4627   EZYV4627          Asia            Bachelor's                  Y
## 4628   EZYV4628 South America           High School                  Y
## 4629   EZYV4629        Europe             Doctorate                  N
## 4630   EZYV4630          Asia              Master's                  Y
## 4631   EZYV4631          Asia            Bachelor's                  Y
## 4632   EZYV4632          Asia            Bachelor's                  Y
## 4633   EZYV4633        Europe             Doctorate                  Y
## 4634   EZYV4634        Europe              Master's                  Y
## 4635   EZYV4635 North America            Bachelor's                  Y
## 4636   EZYV4636          Asia              Master's                  Y
## 4637   EZYV4637          Asia            Bachelor's                  Y
## 4638   EZYV4638          Asia           High School                  N
## 4639   EZYV4639        Africa           High School                  Y
## 4640   EZYV4640          Asia           High School                  N
## 4641   EZYV4641          Asia              Master's                  Y
## 4642   EZYV4642        Africa              Master's                  Y
## 4644   EZYV4644          Asia            Bachelor's                  Y
## 4645   EZYV4645          Asia              Master's                  N
## 4648   EZYV4648        Africa            Bachelor's                  N
## 4649   EZYV4649          Asia           High School                  N
## 4651   EZYV4651        Europe            Bachelor's                  Y
## 4652   EZYV4652        Europe              Master's                  Y
## 4653   EZYV4653        Europe              Master's                  Y
## 4655   EZYV4655          Asia              Master's                  N
## 4656   EZYV4656        Africa              Master's                  Y
## 4657   EZYV4657          Asia            Bachelor's                  Y
## 4658   EZYV4658        Europe           High School                  Y
## 4659   EZYV4659 North America            Bachelor's                  N
## 4662   EZYV4662          Asia              Master's                  N
## 4664   EZYV4664          Asia           High School                  N
## 4665   EZYV4665 North America             Doctorate                  N
## 4666   EZYV4666          Asia             Doctorate                  Y
## 4667   EZYV4667        Europe              Master's                  N
## 4668   EZYV4668 North America              Master's                  N
## 4670   EZYV4670        Europe           High School                  N
## 4671   EZYV4671          Asia              Master's                  N
## 4672   EZYV4672          Asia            Bachelor's                  Y
## 4673   EZYV4673          Asia              Master's                  Y
## 4674   EZYV4674        Europe              Master's                  Y
## 4675   EZYV4675          Asia              Master's                  N
## 4676   EZYV4676 North America              Master's                  N
## 4677   EZYV4677          Asia           High School                  N
## 4678   EZYV4678        Europe           High School                  N
## 4679   EZYV4679 North America            Bachelor's                  Y
## 4681   EZYV4681          Asia            Bachelor's                  N
## 4682   EZYV4682          Asia              Master's                  Y
## 4683   EZYV4683 North America            Bachelor's                  Y
## 4684   EZYV4684          Asia              Master's                  N
## 4687   EZYV4687          Asia            Bachelor's                  N
## 4688   EZYV4688          Asia              Master's                  N
## 4689   EZYV4689          Asia              Master's                  Y
## 4691   EZYV4691          Asia           High School                  Y
## 4693   EZYV4693          Asia           High School                  N
## 4694   EZYV4694 North America           High School                  Y
## 4695   EZYV4695          Asia              Master's                  N
## 4696   EZYV4696          Asia              Master's                  Y
## 4698   EZYV4698 North America            Bachelor's                  Y
## 4699   EZYV4699          Asia           High School                  Y
## 4700   EZYV4700          Asia            Bachelor's                  Y
## 4701   EZYV4701        Europe            Bachelor's                  Y
## 4702   EZYV4702 North America            Bachelor's                  Y
## 4703   EZYV4703        Europe           High School                  Y
## 4704   EZYV4704        Europe              Master's                  Y
## 4707   EZYV4707 North America              Master's                  Y
## 4709   EZYV4709        Europe              Master's                  Y
## 4710   EZYV4710          Asia           High School                  Y
## 4711   EZYV4711          Asia            Bachelor's                  Y
## 4712   EZYV4712          Asia            Bachelor's                  Y
## 4713   EZYV4713          Asia              Master's                  Y
## 4714   EZYV4714          Asia              Master's                  N
## 4715   EZYV4715        Europe              Master's                  Y
## 4717   EZYV4717 North America            Bachelor's                  N
## 4719   EZYV4719          Asia             Doctorate                  Y
## 4720   EZYV4720          Asia              Master's                  N
## 4721   EZYV4721          Asia              Master's                  Y
## 4722   EZYV4722          Asia           High School                  N
## 4723   EZYV4723 North America            Bachelor's                  Y
## 4725   EZYV4725          Asia              Master's                  N
## 4726   EZYV4726          Asia              Master's                  Y
## 4727   EZYV4727          Asia              Master's                  N
## 4728   EZYV4728          Asia              Master's                  N
## 4731   EZYV4731          Asia            Bachelor's                  Y
## 4732   EZYV4732          Asia            Bachelor's                  N
## 4733   EZYV4733          Asia              Master's                  N
## 4738   EZYV4738          Asia              Master's                  Y
## 4740   EZYV4740          Asia              Master's                  Y
## 4741   EZYV4741          Asia           High School                  N
## 4742   EZYV4742          Asia            Bachelor's                  Y
## 4743   EZYV4743        Europe            Bachelor's                  Y
## 4745   EZYV4745          Asia            Bachelor's                  N
## 4746   EZYV4746          Asia              Master's                  N
## 4747   EZYV4747          Asia              Master's                  Y
## 4749   EZYV4749          Asia              Master's                  N
## 4751   EZYV4751          Asia              Master's                  Y
## 4753   EZYV4753          Asia              Master's                  Y
## 4754   EZYV4754          Asia              Master's                  Y
## 4755   EZYV4755          Asia            Bachelor's                  N
## 4756   EZYV4756          Asia            Bachelor's                  Y
## 4757   EZYV4757        Europe             Doctorate                  N
## 4759   EZYV4759          Asia            Bachelor's                  N
## 4762   EZYV4762 South America           High School                  Y
## 4763   EZYV4763 South America           High School                  Y
## 4764   EZYV4764          Asia              Master's                  N
## 4765   EZYV4765        Europe           High School                  Y
## 4767   EZYV4767          Asia            Bachelor's                  N
## 4768   EZYV4768          Asia            Bachelor's                  N
## 4769   EZYV4769          Asia           High School                  N
## 4770   EZYV4770          Asia            Bachelor's                  Y
## 4771   EZYV4771          Asia           High School                  Y
## 4772   EZYV4772 North America            Bachelor's                  Y
## 4773   EZYV4773          Asia            Bachelor's                  Y
## 4774   EZYV4774 North America              Master's                  Y
## 4775   EZYV4775          Asia           High School                  N
## 4777   EZYV4777          Asia              Master's                  Y
## 4780   EZYV4780          Asia              Master's                  Y
## 4783   EZYV4783          Asia              Master's                  Y
## 4784   EZYV4784          Asia            Bachelor's                  N
## 4785   EZYV4785          Asia            Bachelor's                  Y
## 4786   EZYV4786          Asia              Master's                  N
## 4788   EZYV4788          Asia            Bachelor's                  Y
## 4789   EZYV4789        Europe            Bachelor's                  Y
## 4793   EZYV4793          Asia            Bachelor's                  Y
## 4794   EZYV4794          Asia            Bachelor's                  N
## 4795   EZYV4795 South America              Master's                  N
## 4796   EZYV4796          Asia            Bachelor's                  Y
## 4797   EZYV4797          Asia            Bachelor's                  Y
## 4798   EZYV4798          Asia            Bachelor's                  N
## 4800   EZYV4800          Asia             Doctorate                  N
## 4801   EZYV4801        Africa              Master's                  N
## 4802   EZYV4802        Europe              Master's                  N
## 4803   EZYV4803          Asia            Bachelor's                  Y
## 4804   EZYV4804          Asia              Master's                  Y
## 4805   EZYV4805          Asia           High School                  N
## 4806   EZYV4806          Asia              Master's                  N
## 4807   EZYV4807          Asia           High School                  Y
## 4808   EZYV4808          Asia              Master's                  N
## 4810   EZYV4810          Asia            Bachelor's                  Y
## 4811   EZYV4811          Asia            Bachelor's                  Y
## 4812   EZYV4812          Asia             Doctorate                  Y
## 4817   EZYV4817          Asia            Bachelor's                  Y
## 4818   EZYV4818          Asia              Master's                  Y
## 4819   EZYV4819        Europe            Bachelor's                  Y
## 4820   EZYV4820          Asia              Master's                  N
## 4821   EZYV4821          Asia              Master's                  Y
## 4822   EZYV4822          Asia            Bachelor's                  Y
## 4823   EZYV4823          Asia            Bachelor's                  N
## 4824   EZYV4824          Asia              Master's                  N
## 4828   EZYV4828        Europe              Master's                  N
## 4829   EZYV4829 North America              Master's                  Y
## 4830   EZYV4830          Asia           High School                  Y
## 4831   EZYV4831          Asia            Bachelor's                  Y
## 4832   EZYV4832          Asia              Master's                  N
## 4833   EZYV4833          Asia              Master's                  N
## 4836   EZYV4836          Asia              Master's                  Y
## 4837   EZYV4837        Africa            Bachelor's                  Y
## 4838   EZYV4838 North America              Master's                  Y
## 4839   EZYV4839          Asia              Master's                  Y
## 4840   EZYV4840          Asia              Master's                  N
## 4841   EZYV4841          Asia            Bachelor's                  Y
## 4842   EZYV4842          Asia              Master's                  N
## 4843   EZYV4843        Europe              Master's                  N
## 4844   EZYV4844          Asia            Bachelor's                  Y
## 4845   EZYV4845          Asia           High School                  Y
## 4846   EZYV4846        Europe              Master's                  Y
## 4847   EZYV4847          Asia            Bachelor's                  Y
## 4848   EZYV4848 North America            Bachelor's                  Y
## 4849   EZYV4849 North America             Doctorate                  Y
## 4850   EZYV4850 North America              Master's                  N
## 4851   EZYV4851          Asia            Bachelor's                  N
## 4852   EZYV4852          Asia            Bachelor's                  Y
## 4853   EZYV4853          Asia              Master's                  Y
## 4854   EZYV4854          Asia              Master's                  Y
## 4855   EZYV4855          Asia              Master's                  N
## 4856   EZYV4856 North America              Master's                  N
## 4857   EZYV4857          Asia            Bachelor's                  N
## 4859   EZYV4859        Africa              Master's                  Y
## 4861   EZYV4861          Asia            Bachelor's                  Y
## 4862   EZYV4862          Asia           High School                  Y
## 4864   EZYV4864 South America           High School                  Y
## 4865   EZYV4865          Asia              Master's                  Y
## 4866   EZYV4866        Europe            Bachelor's                  Y
## 4867   EZYV4867          Asia              Master's                  Y
## 4868   EZYV4868          Asia            Bachelor's                  N
## 4869   EZYV4869          Asia              Master's                  N
## 4870   EZYV4870          Asia           High School                  Y
## 4871   EZYV4871 North America            Bachelor's                  N
## 4873   EZYV4873 North America              Master's                  N
## 4875   EZYV4875 North America              Master's                  N
## 4876   EZYV4876          Asia              Master's                  N
## 4879   EZYV4879        Europe              Master's                  N
## 4880   EZYV4880          Asia            Bachelor's                  N
## 4881   EZYV4881          Asia              Master's                  N
## 4882   EZYV4882          Asia              Master's                  N
## 4883   EZYV4883          Asia            Bachelor's                  Y
## 4884   EZYV4884 South America           High School                  N
## 4885   EZYV4885 North America              Master's                  N
## 4886   EZYV4886        Europe            Bachelor's                  Y
## 4887   EZYV4887          Asia            Bachelor's                  N
## 4888   EZYV4888          Asia            Bachelor's                  Y
## 4889   EZYV4889          Asia            Bachelor's                  Y
## 4890   EZYV4890          Asia              Master's                  N
## 4891   EZYV4891          Asia            Bachelor's                  N
## 4892   EZYV4892        Europe           High School                  N
## 4893   EZYV4893          Asia            Bachelor's                  N
## 4894   EZYV4894          Asia           High School                  N
## 4896   EZYV4896          Asia            Bachelor's                  N
## 4897   EZYV4897          Asia           High School                  N
## 4898   EZYV4898 North America              Master's                  Y
## 4899   EZYV4899          Asia            Bachelor's                  N
## 4900   EZYV4900          Asia            Bachelor's                  Y
## 4901   EZYV4901 North America            Bachelor's                  N
## 4902   EZYV4902          Asia              Master's                  N
## 4903   EZYV4903          Asia              Master's                  N
## 4904   EZYV4904          Asia              Master's                  Y
## 4906   EZYV4906        Europe             Doctorate                  Y
## 4909   EZYV4909          Asia            Bachelor's                  N
## 4912   EZYV4912          Asia              Master's                  Y
## 4913   EZYV4913          Asia            Bachelor's                  Y
## 4915   EZYV4915          Asia             Doctorate                  N
## 4916   EZYV4916          Asia            Bachelor's                  Y
## 4917   EZYV4917          Asia              Master's                  N
## 4920   EZYV4920          Asia            Bachelor's                  Y
## 4921   EZYV4921        Europe             Doctorate                  Y
## 4922   EZYV4922          Asia           High School                  N
## 4923   EZYV4923          Asia              Master's                  Y
## 4925   EZYV4925          Asia           High School                  Y
## 4926   EZYV4926        Europe            Bachelor's                  Y
## 4927   EZYV4927          Asia            Bachelor's                  N
## 4928   EZYV4928          Asia           High School                  N
## 4929   EZYV4929          Asia              Master's                  Y
## 4930   EZYV4930          Asia              Master's                  Y
## 4931   EZYV4931 North America              Master's                  N
## 4933   EZYV4933          Asia            Bachelor's                  N
## 4935   EZYV4935          Asia            Bachelor's                  Y
## 4940   EZYV4940          Asia           High School                  N
## 4942   EZYV4942          Asia             Doctorate                  Y
## 4943   EZYV4943 North America           High School                  Y
## 4944   EZYV4944          Asia           High School                  Y
## 4945   EZYV4945          Asia           High School                  Y
## 4947   EZYV4947 South America            Bachelor's                  Y
## 4948   EZYV4948 North America           High School                  Y
## 4949   EZYV4949          Asia             Doctorate                  N
## 4950   EZYV4950          Asia           High School                  N
## 4951   EZYV4951          Asia              Master's                  Y
## 4952   EZYV4952          Asia            Bachelor's                  Y
## 4955   EZYV4955        Europe             Doctorate                  Y
## 4957   EZYV4957        Europe              Master's                  Y
## 4958   EZYV4958          Asia           High School                  Y
## 4959   EZYV4959          Asia            Bachelor's                  Y
## 4960   EZYV4960        Europe              Master's                  N
## 4961   EZYV4961          Asia            Bachelor's                  Y
## 4962   EZYV4962          Asia            Bachelor's                  Y
## 4963   EZYV4963        Europe            Bachelor's                  N
## 4965   EZYV4965        Europe              Master's                  N
## 4966   EZYV4966          Asia              Master's                  N
## 4967   EZYV4967          Asia              Master's                  Y
## 4968   EZYV4968          Asia              Master's                  N
## 4969   EZYV4969          Asia           High School                  Y
## 4970   EZYV4970        Europe             Doctorate                  N
## 4971   EZYV4971          Asia             Doctorate                  N
## 4972   EZYV4972        Europe             Doctorate                  Y
## 4975   EZYV4975          Asia            Bachelor's                  N
## 4976   EZYV4976          Asia              Master's                  Y
## 4977   EZYV4977          Asia              Master's                  Y
## 4978   EZYV4978          Asia           High School                  N
## 4979   EZYV4979 North America             Doctorate                  Y
## 4980   EZYV4980          Asia              Master's                  Y
## 4981   EZYV4981          Asia            Bachelor's                  N
## 4982   EZYV4982          Asia            Bachelor's                  Y
## 4983   EZYV4983        Africa              Master's                  Y
## 4985   EZYV4985        Europe           High School                  Y
## 4987   EZYV4987        Europe           High School                  Y
## 4988   EZYV4988          Asia            Bachelor's                  N
## 4989   EZYV4989          Asia              Master's                  Y
## 4990   EZYV4990 North America              Master's                  Y
## 4991   EZYV4991          Asia              Master's                  Y
## 4992   EZYV4992        Europe             Doctorate                  Y
## 4993   EZYV4993        Europe              Master's                  Y
## 4994   EZYV4994       Oceania              Master's                  N
## 4995   EZYV4995          Asia              Master's                  Y
## 4996   EZYV4996          Asia              Master's                  N
## 4998   EZYV4998          Asia            Bachelor's                  N
## 4999   EZYV4999          Asia            Bachelor's                  Y
## 5000   EZYV5000        Europe            Bachelor's                  Y
## 5001   EZYV5001          Asia              Master's                  N
## 5002   EZYV5002          Asia            Bachelor's                  Y
## 5003   EZYV5003          Asia            Bachelor's                  N
## 5004   EZYV5004          Asia            Bachelor's                  N
## 5005   EZYV5005        Europe              Master's                  Y
## 5006   EZYV5006          Asia            Bachelor's                  Y
## 5007   EZYV5007          Asia            Bachelor's                  N
## 5009   EZYV5009          Asia            Bachelor's                  Y
## 5010   EZYV5010          Asia              Master's                  N
## 5011   EZYV5011        Europe            Bachelor's                  Y
## 5012   EZYV5012        Europe              Master's                  Y
## 5014   EZYV5014          Asia            Bachelor's                  Y
## 5015   EZYV5015          Asia           High School                  Y
## 5016   EZYV5016 South America              Master's                  Y
## 5017   EZYV5017          Asia              Master's                  Y
## 5018   EZYV5018          Asia            Bachelor's                  N
## 5019   EZYV5019          Asia           High School                  Y
## 5020   EZYV5020        Europe              Master's                  Y
## 5021   EZYV5021 North America            Bachelor's                  N
## 5022   EZYV5022          Asia              Master's                  Y
## 5025   EZYV5025          Asia            Bachelor's                  Y
## 5026   EZYV5026          Asia            Bachelor's                  Y
## 5027   EZYV5027        Europe             Doctorate                  N
## 5028   EZYV5028 North America            Bachelor's                  Y
## 5029   EZYV5029        Europe            Bachelor's                  Y
## 5030   EZYV5030        Europe              Master's                  Y
## 5031   EZYV5031 North America            Bachelor's                  N
## 5032   EZYV5032 South America              Master's                  Y
## 5033   EZYV5033          Asia            Bachelor's                  Y
## 5034   EZYV5034          Asia              Master's                  N
## 5035   EZYV5035          Asia            Bachelor's                  Y
## 5037   EZYV5037          Asia             Doctorate                  Y
## 5038   EZYV5038          Asia            Bachelor's                  Y
## 5039   EZYV5039          Asia            Bachelor's                  Y
## 5040   EZYV5040 North America              Master's                  Y
## 5041   EZYV5041        Europe            Bachelor's                  Y
## 5043   EZYV5043          Asia            Bachelor's                  Y
## 5044   EZYV5044          Asia              Master's                  Y
## 5045   EZYV5045          Asia              Master's                  Y
## 5046   EZYV5046          Asia            Bachelor's                  Y
## 5047   EZYV5047        Europe            Bachelor's                  Y
## 5048   EZYV5048          Asia              Master's                  Y
## 5050   EZYV5050          Asia            Bachelor's                  Y
## 5051   EZYV5051 North America            Bachelor's                  Y
## 5052   EZYV5052          Asia            Bachelor's                  Y
## 5053   EZYV5053          Asia            Bachelor's                  N
## 5054   EZYV5054          Asia            Bachelor's                  Y
## 5057   EZYV5057          Asia           High School                  N
## 5059   EZYV5059          Asia           High School                  Y
## 5060   EZYV5060 North America            Bachelor's                  N
## 5061   EZYV5061          Asia             Doctorate                  N
## 5062   EZYV5062          Asia              Master's                  Y
## 5064   EZYV5064          Asia           High School                  Y
## 5065   EZYV5065          Asia              Master's                  Y
## 5066   EZYV5066          Asia           High School                  N
## 5067   EZYV5067          Asia             Doctorate                  N
## 5068   EZYV5068 North America           High School                  Y
## 5069   EZYV5069          Asia            Bachelor's                  N
## 5070   EZYV5070 North America              Master's                  N
## 5071   EZYV5071          Asia              Master's                  N
## 5072   EZYV5072          Asia            Bachelor's                  Y
## 5073   EZYV5073          Asia           High School                  Y
## 5074   EZYV5074          Asia              Master's                  Y
## 5075   EZYV5075          Asia              Master's                  N
## 5077   EZYV5077          Asia              Master's                  Y
## 5078   EZYV5078          Asia            Bachelor's                  Y
## 5079   EZYV5079          Asia            Bachelor's                  Y
## 5080   EZYV5080          Asia            Bachelor's                  N
## 5081   EZYV5081          Asia            Bachelor's                  N
## 5082   EZYV5082        Europe              Master's                  Y
## 5084   EZYV5084 North America              Master's                  Y
## 5086   EZYV5086        Europe            Bachelor's                  N
## 5087   EZYV5087          Asia            Bachelor's                  N
## 5088   EZYV5088          Asia            Bachelor's                  Y
## 5089   EZYV5089          Asia              Master's                  Y
## 5090   EZYV5090          Asia            Bachelor's                  N
## 5091   EZYV5091          Asia           High School                  N
## 5092   EZYV5092          Asia            Bachelor's                  Y
## 5093   EZYV5093        Europe           High School                  Y
## 5096   EZYV5096 North America              Master's                  N
## 5097   EZYV5097          Asia              Master's                  Y
## 5098   EZYV5098        Europe              Master's                  N
## 5099   EZYV5099          Asia            Bachelor's                  Y
## 5100   EZYV5100          Asia              Master's                  Y
## 5101   EZYV5101          Asia            Bachelor's                  N
## 5102   EZYV5102          Asia              Master's                  N
## 5104   EZYV5104          Asia              Master's                  N
## 5105   EZYV5105          Asia            Bachelor's                  Y
## 5106   EZYV5106        Europe            Bachelor's                  N
## 5107   EZYV5107          Asia           High School                  N
## 5108   EZYV5108          Asia              Master's                  Y
## 5109   EZYV5109          Asia            Bachelor's                  Y
## 5110   EZYV5110          Asia              Master's                  N
## 5111   EZYV5111          Asia            Bachelor's                  N
## 5112   EZYV5112          Asia            Bachelor's                  Y
## 5113   EZYV5113        Europe             Doctorate                  N
## 5114   EZYV5114        Europe            Bachelor's                  N
## 5116   EZYV5116          Asia              Master's                  N
## 5117   EZYV5117       Oceania            Bachelor's                  Y
## 5118   EZYV5118       Oceania            Bachelor's                  Y
## 5119   EZYV5119          Asia            Bachelor's                  Y
## 5120   EZYV5120          Asia            Bachelor's                  N
## 5121   EZYV5121          Asia              Master's                  N
## 5122   EZYV5122        Europe             Doctorate                  N
## 5123   EZYV5123          Asia           High School                  Y
## 5124   EZYV5124 North America            Bachelor's                  N
## 5125   EZYV5125          Asia              Master's                  N
## 5126   EZYV5126          Asia              Master's                  N
## 5127   EZYV5127          Asia              Master's                  Y
## 5128   EZYV5128 North America            Bachelor's                  Y
## 5130   EZYV5130          Asia            Bachelor's                  N
## 5131   EZYV5131        Europe              Master's                  N
## 5133   EZYV5133 North America            Bachelor's                  N
## 5134   EZYV5134          Asia              Master's                  Y
## 5136   EZYV5136 North America              Master's                  N
## 5137   EZYV5137          Asia             Doctorate                  Y
## 5138   EZYV5138          Asia             Doctorate                  Y
## 5140   EZYV5140          Asia            Bachelor's                  Y
## 5141   EZYV5141          Asia            Bachelor's                  Y
## 5142   EZYV5142          Asia           High School                  Y
## 5143   EZYV5143          Asia            Bachelor's                  Y
## 5144   EZYV5144 North America            Bachelor's                  N
## 5145   EZYV5145          Asia            Bachelor's                  N
## 5147   EZYV5147        Europe             Doctorate                  N
## 5148   EZYV5148          Asia           High School                  Y
## 5150   EZYV5150          Asia             Doctorate                  N
## 5152   EZYV5152        Europe              Master's                  N
## 5153   EZYV5153          Asia           High School                  N
## 5154   EZYV5154          Asia              Master's                  Y
## 5156   EZYV5156       Oceania            Bachelor's                  Y
## 5157   EZYV5157        Europe             Doctorate                  N
## 5161   EZYV5161          Asia            Bachelor's                  N
## 5162   EZYV5162          Asia           High School                  Y
## 5163   EZYV5163          Asia            Bachelor's                  Y
## 5164   EZYV5164          Asia             Doctorate                  Y
## 5168   EZYV5168 North America            Bachelor's                  Y
## 5169   EZYV5169          Asia              Master's                  N
## 5170   EZYV5170          Asia            Bachelor's                  Y
## 5173   EZYV5173 North America            Bachelor's                  Y
## 5174   EZYV5174          Asia           High School                  Y
## 5175   EZYV5175          Asia              Master's                  N
## 5176   EZYV5176          Asia            Bachelor's                  Y
## 5177   EZYV5177          Asia            Bachelor's                  N
## 5178   EZYV5178 North America            Bachelor's                  Y
## 5179   EZYV5179        Africa           High School                  N
## 5181   EZYV5181        Europe           High School                  Y
## 5182   EZYV5182          Asia            Bachelor's                  Y
## 5184   EZYV5184          Asia            Bachelor's                  N
## 5185   EZYV5185 South America             Doctorate                  Y
## 5187   EZYV5187          Asia              Master's                  Y
## 5188   EZYV5188          Asia            Bachelor's                  Y
## 5190   EZYV5190          Asia           High School                  Y
## 5192   EZYV5192 North America              Master's                  Y
## 5193   EZYV5193          Asia            Bachelor's                  Y
## 5194   EZYV5194          Asia              Master's                  N
## 5195   EZYV5195          Asia              Master's                  Y
## 5196   EZYV5196        Europe           High School                  Y
## 5197   EZYV5197          Asia              Master's                  Y
## 5198   EZYV5198          Asia            Bachelor's                  Y
## 5199   EZYV5199          Asia            Bachelor's                  Y
## 5200   EZYV5200       Oceania              Master's                  Y
## 5201   EZYV5201          Asia              Master's                  Y
## 5202   EZYV5202          Asia              Master's                  Y
## 5203   EZYV5203          Asia            Bachelor's                  Y
## 5204   EZYV5204          Asia            Bachelor's                  N
## 5205   EZYV5205          Asia           High School                  N
## 5206   EZYV5206 North America              Master's                  N
## 5207   EZYV5207          Asia           High School                  N
## 5208   EZYV5208 North America            Bachelor's                  Y
## 5209   EZYV5209        Europe            Bachelor's                  Y
## 5211   EZYV5211          Asia           High School                  Y
## 5212   EZYV5212          Asia           High School                  Y
## 5214   EZYV5214        Europe             Doctorate                  N
## 5216   EZYV5216 North America           High School                  Y
## 5217   EZYV5217          Asia            Bachelor's                  N
## 5218   EZYV5218          Asia            Bachelor's                  Y
## 5219   EZYV5219          Asia              Master's                  Y
## 5220   EZYV5220          Asia           High School                  N
## 5221   EZYV5221 North America              Master's                  Y
## 5222   EZYV5222        Europe           High School                  N
## 5224   EZYV5224          Asia            Bachelor's                  Y
## 5226   EZYV5226          Asia            Bachelor's                  Y
## 5227   EZYV5227          Asia              Master's                  Y
## 5228   EZYV5228          Asia            Bachelor's                  Y
## 5229   EZYV5229          Asia            Bachelor's                  N
## 5230   EZYV5230          Asia              Master's                  N
## 5231   EZYV5231        Europe             Doctorate                  Y
## 5232   EZYV5232        Europe           High School                  Y
## 5233   EZYV5233 South America            Bachelor's                  Y
## 5234   EZYV5234          Asia            Bachelor's                  N
## 5235   EZYV5235          Asia            Bachelor's                  Y
## 5236   EZYV5236        Europe              Master's                  N
## 5237   EZYV5237          Asia              Master's                  Y
## 5239   EZYV5239        Europe            Bachelor's                  N
## 5242   EZYV5242 North America            Bachelor's                  Y
## 5244   EZYV5244          Asia              Master's                  Y
## 5245   EZYV5245          Asia              Master's                  Y
## 5246   EZYV5246          Asia            Bachelor's                  Y
## 5247   EZYV5247          Asia           High School                  Y
## 5248   EZYV5248          Asia              Master's                  Y
## 5249   EZYV5249 North America            Bachelor's                  Y
## 5250   EZYV5250          Asia              Master's                  Y
## 5251   EZYV5251          Asia             Doctorate                  Y
## 5252   EZYV5252          Asia              Master's                  Y
## 5253   EZYV5253          Asia            Bachelor's                  Y
## 5254   EZYV5254          Asia              Master's                  N
## 5255   EZYV5255        Europe             Doctorate                  N
## 5256   EZYV5256          Asia              Master's                  Y
## 5257   EZYV5257          Asia            Bachelor's                  Y
## 5258   EZYV5258          Asia             Doctorate                  N
## 5260   EZYV5260          Asia              Master's                  N
## 5261   EZYV5261        Europe             Doctorate                  Y
## 5262   EZYV5262          Asia            Bachelor's                  Y
## 5263   EZYV5263          Asia              Master's                  Y
## 5264   EZYV5264 North America              Master's                  N
## 5265   EZYV5265          Asia            Bachelor's                  Y
## 5267   EZYV5267 North America            Bachelor's                  Y
## 5268   EZYV5268          Asia           High School                  Y
## 5269   EZYV5269 North America           High School                  Y
## 5270   EZYV5270          Asia              Master's                  N
## 5271   EZYV5271        Europe            Bachelor's                  Y
## 5272   EZYV5272 North America            Bachelor's                  Y
## 5273   EZYV5273        Europe            Bachelor's                  Y
## 5274   EZYV5274          Asia            Bachelor's                  N
## 5275   EZYV5275          Asia            Bachelor's                  Y
## 5276   EZYV5276          Asia            Bachelor's                  N
## 5277   EZYV5277          Asia              Master's                  Y
## 5278   EZYV5278          Asia            Bachelor's                  Y
## 5279   EZYV5279 South America            Bachelor's                  N
## 5280   EZYV5280          Asia              Master's                  N
## 5281   EZYV5281        Africa              Master's                  Y
## 5282   EZYV5282 North America            Bachelor's                  Y
## 5283   EZYV5283          Asia            Bachelor's                  N
## 5284   EZYV5284        Europe            Bachelor's                  Y
## 5285   EZYV5285          Asia           High School                  N
## 5286   EZYV5286        Europe              Master's                  N
## 5287   EZYV5287          Asia            Bachelor's                  N
## 5290   EZYV5290          Asia           High School                  Y
## 5292   EZYV5292          Asia              Master's                  N
## 5293   EZYV5293          Asia           High School                  Y
## 5295   EZYV5295 North America            Bachelor's                  Y
## 5296   EZYV5296 North America            Bachelor's                  N
## 5297   EZYV5297          Asia           High School                  Y
## 5298   EZYV5298          Asia            Bachelor's                  Y
## 5299   EZYV5299          Asia            Bachelor's                  N
## 5300   EZYV5300          Asia              Master's                  Y
## 5301   EZYV5301 North America            Bachelor's                  Y
## 5304   EZYV5304          Asia              Master's                  Y
## 5307   EZYV5307 North America            Bachelor's                  Y
## 5309   EZYV5309 North America            Bachelor's                  Y
## 5310   EZYV5310 North America            Bachelor's                  N
## 5312   EZYV5312 South America            Bachelor's                  N
## 5313   EZYV5313          Asia            Bachelor's                  Y
## 5315   EZYV5315          Asia            Bachelor's                  Y
## 5316   EZYV5316          Asia             Doctorate                  Y
## 5317   EZYV5317          Asia            Bachelor's                  N
## 5318   EZYV5318          Asia            Bachelor's                  N
## 5319   EZYV5319          Asia           High School                  N
## 5321   EZYV5321          Asia              Master's                  Y
## 5322   EZYV5322          Asia              Master's                  N
## 5323   EZYV5323          Asia           High School                  N
## 5324   EZYV5324 North America            Bachelor's                  N
## 5325   EZYV5325        Europe            Bachelor's                  N
## 5326   EZYV5326          Asia             Doctorate                  N
## 5327   EZYV5327          Asia              Master's                  Y
## 5328   EZYV5328          Asia              Master's                  N
## 5329   EZYV5329          Asia            Bachelor's                  N
## 5331   EZYV5331          Asia            Bachelor's                  Y
## 5333   EZYV5333 South America            Bachelor's                  N
## 5334   EZYV5334          Asia            Bachelor's                  N
## 5335   EZYV5335 North America           High School                  Y
## 5338   EZYV5338        Europe             Doctorate                  N
## 5340   EZYV5340          Asia            Bachelor's                  Y
## 5342   EZYV5342        Europe             Doctorate                  Y
## 5343   EZYV5343 South America           High School                  N
## 5344   EZYV5344          Asia            Bachelor's                  Y
## 5345   EZYV5345          Asia             Doctorate                  N
## 5346   EZYV5346        Europe           High School                  N
## 5347   EZYV5347 South America           High School                  N
## 5348   EZYV5348          Asia              Master's                  Y
## 5349   EZYV5349        Europe            Bachelor's                  N
## 5351   EZYV5351          Asia            Bachelor's                  Y
## 5352   EZYV5352          Asia             Doctorate                  N
## 5353   EZYV5353        Europe             Doctorate                  N
## 5354   EZYV5354        Europe            Bachelor's                  Y
## 5356   EZYV5356          Asia           High School                  Y
## 5357   EZYV5357          Asia            Bachelor's                  Y
## 5358   EZYV5358          Asia              Master's                  N
## 5359   EZYV5359          Asia             Doctorate                  Y
## 5360   EZYV5360 North America              Master's                  Y
## 5361   EZYV5361 North America              Master's                  N
## 5362   EZYV5362          Asia            Bachelor's                  N
## 5363   EZYV5363          Asia            Bachelor's                  N
## 5364   EZYV5364          Asia            Bachelor's                  Y
## 5365   EZYV5365          Asia            Bachelor's                  Y
## 5367   EZYV5367        Europe            Bachelor's                  N
## 5368   EZYV5368          Asia            Bachelor's                  N
## 5369   EZYV5369          Asia            Bachelor's                  Y
## 5370   EZYV5370 North America              Master's                  N
## 5371   EZYV5371          Asia            Bachelor's                  N
## 5373   EZYV5373        Europe            Bachelor's                  Y
## 5374   EZYV5374 North America           High School                  Y
## 5375   EZYV5375 North America            Bachelor's                  N
## 5376   EZYV5376          Asia              Master's                  Y
## 5378   EZYV5378          Asia            Bachelor's                  N
## 5381   EZYV5381 South America              Master's                  N
## 5383   EZYV5383          Asia              Master's                  Y
## 5384   EZYV5384        Africa              Master's                  Y
## 5385   EZYV5385 North America              Master's                  N
## 5386   EZYV5386          Asia            Bachelor's                  N
## 5388   EZYV5388          Asia            Bachelor's                  Y
## 5389   EZYV5389          Asia            Bachelor's                  Y
## 5390   EZYV5390          Asia           High School                  Y
## 5391   EZYV5391          Asia              Master's                  Y
## 5392   EZYV5392          Asia              Master's                  N
## 5393   EZYV5393        Europe           High School                  Y
## 5394   EZYV5394        Europe            Bachelor's                  N
## 5395   EZYV5395          Asia           High School                  N
## 5396   EZYV5396 North America              Master's                  Y
## 5400   EZYV5400          Asia            Bachelor's                  N
## 5401   EZYV5401          Asia              Master's                  Y
## 5402   EZYV5402          Asia            Bachelor's                  Y
## 5403   EZYV5403          Asia              Master's                  N
## 5404   EZYV5404          Asia            Bachelor's                  Y
## 5406   EZYV5406          Asia              Master's                  Y
## 5408   EZYV5408        Europe            Bachelor's                  N
## 5409   EZYV5409          Asia              Master's                  Y
## 5410   EZYV5410          Asia              Master's                  N
## 5411   EZYV5411          Asia            Bachelor's                  N
## 5413   EZYV5413          Asia            Bachelor's                  N
## 5414   EZYV5414 South America           High School                  Y
## 5415   EZYV5415          Asia            Bachelor's                  N
## 5416   EZYV5416          Asia              Master's                  Y
## 5417   EZYV5417 North America           High School                  Y
## 5418   EZYV5418          Asia            Bachelor's                  N
## 5420   EZYV5420        Europe           High School                  N
## 5421   EZYV5421        Europe            Bachelor's                  Y
## 5424   EZYV5424        Europe            Bachelor's                  N
## 5425   EZYV5425        Africa            Bachelor's                  N
## 5426   EZYV5426 North America             Doctorate                  Y
## 5427   EZYV5427 North America              Master's                  Y
## 5428   EZYV5428 North America           High School                  N
## 5429   EZYV5429          Asia              Master's                  N
## 5430   EZYV5430 North America            Bachelor's                  Y
## 5432   EZYV5432          Asia            Bachelor's                  Y
## 5433   EZYV5433          Asia            Bachelor's                  Y
## 5434   EZYV5434 North America            Bachelor's                  Y
## 5436   EZYV5436          Asia           High School                  Y
## 5437   EZYV5437        Africa              Master's                  Y
## 5438   EZYV5438 North America            Bachelor's                  N
## 5440   EZYV5440          Asia              Master's                  Y
## 5441   EZYV5441 North America              Master's                  N
## 5442   EZYV5442          Asia              Master's                  Y
## 5443   EZYV5443 South America            Bachelor's                  Y
## 5444   EZYV5444        Africa              Master's                  Y
## 5446   EZYV5446          Asia             Doctorate                  N
## 5447   EZYV5447          Asia            Bachelor's                  N
## 5448   EZYV5448          Asia              Master's                  Y
## 5449   EZYV5449          Asia            Bachelor's                  N
## 5450   EZYV5450          Asia              Master's                  Y
## 5451   EZYV5451          Asia              Master's                  Y
## 5452   EZYV5452 South America            Bachelor's                  N
## 5454   EZYV5454          Asia           High School                  Y
## 5455   EZYV5455        Europe              Master's                  Y
## 5456   EZYV5456 North America             Doctorate                  Y
## 5457   EZYV5457          Asia           High School                  Y
## 5458   EZYV5458 North America            Bachelor's                  N
## 5459   EZYV5459        Europe            Bachelor's                  Y
## 5460   EZYV5460          Asia            Bachelor's                  N
## 5461   EZYV5461        Europe             Doctorate                  N
## 5462   EZYV5462          Asia            Bachelor's                  Y
## 5463   EZYV5463          Asia              Master's                  N
## 5464   EZYV5464          Asia              Master's                  N
## 5465   EZYV5465          Asia              Master's                  Y
## 5466   EZYV5466          Asia             Doctorate                  N
## 5467   EZYV5467          Asia              Master's                  Y
## 5468   EZYV5468        Europe           High School                  N
## 5469   EZYV5469          Asia              Master's                  Y
## 5471   EZYV5471        Europe              Master's                  Y
## 5472   EZYV5472          Asia           High School                  Y
## 5473   EZYV5473          Asia             Doctorate                  Y
## 5474   EZYV5474          Asia            Bachelor's                  Y
## 5475   EZYV5475          Asia            Bachelor's                  Y
## 5476   EZYV5476          Asia              Master's                  Y
## 5477   EZYV5477          Asia            Bachelor's                  Y
## 5479   EZYV5479          Asia            Bachelor's                  Y
## 5480   EZYV5480          Asia              Master's                  N
## 5481   EZYV5481          Asia           High School                  N
## 5482   EZYV5482          Asia              Master's                  Y
## 5483   EZYV5483          Asia              Master's                  N
## 5484   EZYV5484          Asia            Bachelor's                  N
## 5485   EZYV5485        Europe              Master's                  Y
## 5488   EZYV5488          Asia            Bachelor's                  N
## 5489   EZYV5489          Asia            Bachelor's                  N
## 5490   EZYV5490          Asia              Master's                  N
## 5493   EZYV5493          Asia              Master's                  N
## 5494   EZYV5494          Asia              Master's                  Y
## 5496   EZYV5496 South America            Bachelor's                  Y
## 5497   EZYV5497          Asia            Bachelor's                  N
## 5498   EZYV5498 South America              Master's                  N
## 5500   EZYV5500          Asia            Bachelor's                  Y
## 5502   EZYV5502          Asia           High School                  Y
## 5503   EZYV5503          Asia            Bachelor's                  N
## 5504   EZYV5504        Europe             Doctorate                  N
## 5505   EZYV5505          Asia              Master's                  Y
## 5506   EZYV5506          Asia              Master's                  N
## 5507   EZYV5507          Asia            Bachelor's                  Y
## 5509   EZYV5509        Europe            Bachelor's                  N
## 5510   EZYV5510          Asia           High School                  Y
## 5511   EZYV5511          Asia            Bachelor's                  N
## 5512   EZYV5512          Asia              Master's                  N
## 5513   EZYV5513          Asia              Master's                  N
## 5514   EZYV5514          Asia              Master's                  Y
## 5515   EZYV5515          Asia            Bachelor's                  Y
## 5516   EZYV5516          Asia              Master's                  N
## 5517   EZYV5517 North America            Bachelor's                  N
## 5518   EZYV5518          Asia              Master's                  N
## 5520   EZYV5520          Asia              Master's                  Y
## 5522   EZYV5522        Europe             Doctorate                  N
## 5524   EZYV5524        Europe           High School                  Y
## 5525   EZYV5525          Asia              Master's                  N
## 5526   EZYV5526 North America            Bachelor's                  Y
## 5527   EZYV5527 North America              Master's                  Y
## 5528   EZYV5528       Oceania              Master's                  N
## 5529   EZYV5529 North America             Doctorate                  Y
## 5531   EZYV5531        Europe             Doctorate                  Y
## 5532   EZYV5532          Asia              Master's                  Y
## 5533   EZYV5533          Asia              Master's                  Y
## 5534   EZYV5534          Asia              Master's                  Y
## 5535   EZYV5535          Asia            Bachelor's                  Y
## 5536   EZYV5536          Asia              Master's                  N
## 5537   EZYV5537          Asia           High School                  Y
## 5538   EZYV5538 North America           High School                  Y
## 5539   EZYV5539          Asia            Bachelor's                  Y
## 5540   EZYV5540 North America              Master's                  N
## 5541   EZYV5541 North America              Master's                  Y
## 5542   EZYV5542          Asia            Bachelor's                  N
## 5543   EZYV5543 South America            Bachelor's                  Y
## 5544   EZYV5544          Asia              Master's                  N
## 5546   EZYV5546        Africa            Bachelor's                  N
## 5548   EZYV5548          Asia              Master's                  Y
## 5549   EZYV5549          Asia              Master's                  N
## 5550   EZYV5550        Europe             Doctorate                  N
## 5551   EZYV5551          Asia              Master's                  N
## 5552   EZYV5552          Asia              Master's                  Y
## 5553   EZYV5553        Europe              Master's                  Y
## 5554   EZYV5554 North America            Bachelor's                  Y
## 5555   EZYV5555          Asia              Master's                  Y
## 5556   EZYV5556 North America            Bachelor's                  Y
## 5558   EZYV5558        Africa              Master's                  Y
## 5559   EZYV5559          Asia            Bachelor's                  N
## 5561   EZYV5561 North America              Master's                  N
## 5563   EZYV5563          Asia             Doctorate                  N
## 5564   EZYV5564          Asia              Master's                  Y
## 5565   EZYV5565        Europe              Master's                  N
## 5566   EZYV5566          Asia            Bachelor's                  N
## 5567   EZYV5567          Asia              Master's                  N
## 5568   EZYV5568          Asia            Bachelor's                  Y
## 5569   EZYV5569          Asia            Bachelor's                  N
## 5570   EZYV5570          Asia            Bachelor's                  Y
## 5571   EZYV5571          Asia              Master's                  N
## 5572   EZYV5572        Europe             Doctorate                  Y
## 5573   EZYV5573          Asia              Master's                  Y
## 5575   EZYV5575          Asia              Master's                  Y
## 5576   EZYV5576        Africa            Bachelor's                  Y
## 5577   EZYV5577          Asia              Master's                  Y
## 5580   EZYV5580 North America              Master's                  Y
## 5581   EZYV5581        Europe              Master's                  N
## 5585   EZYV5585          Asia              Master's                  N
## 5586   EZYV5586 North America            Bachelor's                  N
## 5587   EZYV5587 North America            Bachelor's                  N
## 5588   EZYV5588          Asia             Doctorate                  Y
## 5590   EZYV5590          Asia           High School                  Y
## 5591   EZYV5591          Asia            Bachelor's                  N
## 5592   EZYV5592          Asia            Bachelor's                  Y
## 5593   EZYV5593          Asia           High School                  Y
## 5594   EZYV5594 North America              Master's                  Y
## 5595   EZYV5595        Europe              Master's                  N
## 5596   EZYV5596          Asia           High School                  Y
## 5597   EZYV5597        Africa              Master's                  Y
## 5598   EZYV5598          Asia            Bachelor's                  Y
## 5599   EZYV5599          Asia            Bachelor's                  Y
## 5600   EZYV5600          Asia           High School                  Y
## 5601   EZYV5601        Europe              Master's                  N
## 5602   EZYV5602          Asia            Bachelor's                  Y
## 5603   EZYV5603        Europe           High School                  N
## 5604   EZYV5604          Asia            Bachelor's                  Y
## 5605   EZYV5605          Asia           High School                  Y
## 5606   EZYV5606          Asia              Master's                  N
## 5607   EZYV5607          Asia              Master's                  Y
## 5608   EZYV5608          Asia              Master's                  Y
## 5609   EZYV5609        Europe              Master's                  N
## 5610   EZYV5610 North America            Bachelor's                  Y
## 5612   EZYV5612          Asia            Bachelor's                  Y
## 5613   EZYV5613          Asia            Bachelor's                  N
## 5614   EZYV5614          Asia              Master's                  Y
## 5615   EZYV5615          Asia              Master's                  Y
## 5616   EZYV5616 North America            Bachelor's                  Y
## 5617   EZYV5617 North America            Bachelor's                  Y
## 5618   EZYV5618          Asia              Master's                  Y
## 5619   EZYV5619          Asia           High School                  Y
## 5620   EZYV5620        Europe            Bachelor's                  Y
## 5621   EZYV5621          Asia            Bachelor's                  N
## 5622   EZYV5622          Asia            Bachelor's                  Y
## 5623   EZYV5623          Asia              Master's                  Y
## 5624   EZYV5624          Asia              Master's                  N
## 5625   EZYV5625          Asia              Master's                  N
## 5626   EZYV5626          Asia            Bachelor's                  N
## 5627   EZYV5627 North America            Bachelor's                  Y
## 5628   EZYV5628          Asia            Bachelor's                  Y
## 5629   EZYV5629          Asia            Bachelor's                  Y
## 5630   EZYV5630        Africa              Master's                  Y
## 5631   EZYV5631 North America              Master's                  Y
## 5633   EZYV5633          Asia           High School                  Y
## 5634   EZYV5634 North America              Master's                  Y
## 5635   EZYV5635 North America              Master's                  Y
## 5636   EZYV5636          Asia            Bachelor's                  N
## 5637   EZYV5637          Asia            Bachelor's                  N
## 5639   EZYV5639          Asia            Bachelor's                  Y
## 5640   EZYV5640          Asia              Master's                  N
## 5641   EZYV5641          Asia            Bachelor's                  N
## 5643   EZYV5643        Europe              Master's                  N
## 5644   EZYV5644 North America            Bachelor's                  Y
## 5645   EZYV5645          Asia           High School                  Y
## 5646   EZYV5646          Asia             Doctorate                  Y
## 5647   EZYV5647          Asia            Bachelor's                  Y
## 5648   EZYV5648          Asia              Master's                  Y
## 5649   EZYV5649          Asia           High School                  N
## 5650   EZYV5650 North America           High School                  Y
## 5651   EZYV5651          Asia              Master's                  N
## 5652   EZYV5652          Asia            Bachelor's                  N
## 5653   EZYV5653          Asia              Master's                  Y
## 5654   EZYV5654          Asia            Bachelor's                  N
## 5655   EZYV5655          Asia            Bachelor's                  N
## 5658   EZYV5658          Asia            Bachelor's                  N
## 5659   EZYV5659          Asia              Master's                  N
## 5661   EZYV5661          Asia             Doctorate                  N
## 5663   EZYV5663          Asia            Bachelor's                  N
## 5664   EZYV5664          Asia              Master's                  Y
## 5665   EZYV5665 North America            Bachelor's                  N
## 5666   EZYV5666          Asia           High School                  Y
## 5668   EZYV5668          Asia              Master's                  Y
## 5669   EZYV5669 South America             Doctorate                  Y
## 5670   EZYV5670          Asia              Master's                  N
## 5671   EZYV5671          Asia              Master's                  N
## 5672   EZYV5672        Europe             Doctorate                  Y
## 5673   EZYV5673          Asia            Bachelor's                  N
## 5674   EZYV5674 North America              Master's                  N
## 5675   EZYV5675          Asia              Master's                  Y
## 5676   EZYV5676          Asia             Doctorate                  Y
## 5677   EZYV5677          Asia           High School                  Y
## 5678   EZYV5678 South America           High School                  Y
## 5680   EZYV5680          Asia            Bachelor's                  N
## 5681   EZYV5681        Europe              Master's                  Y
## 5682   EZYV5682          Asia            Bachelor's                  Y
## 5684   EZYV5684        Europe            Bachelor's                  N
## 5685   EZYV5685          Asia           High School                  N
## 5686   EZYV5686          Asia            Bachelor's                  N
## 5687   EZYV5687          Asia            Bachelor's                  Y
## 5688   EZYV5688          Asia            Bachelor's                  Y
## 5689   EZYV5689          Asia              Master's                  N
## 5690   EZYV5690          Asia             Doctorate                  Y
## 5691   EZYV5691          Asia            Bachelor's                  Y
## 5692   EZYV5692          Asia            Bachelor's                  Y
## 5693   EZYV5693 North America            Bachelor's                  Y
## 5694   EZYV5694          Asia            Bachelor's                  Y
## 5695   EZYV5695          Asia            Bachelor's                  Y
## 5696   EZYV5696        Europe             Doctorate                  Y
## 5697   EZYV5697        Europe              Master's                  N
## 5698   EZYV5698 North America           High School                  Y
## 5699   EZYV5699          Asia           High School                  Y
## 5700   EZYV5700          Asia             Doctorate                  Y
## 5701   EZYV5701          Asia              Master's                  N
## 5702   EZYV5702        Europe              Master's                  N
## 5703   EZYV5703          Asia              Master's                  Y
## 5704   EZYV5704        Europe              Master's                  N
## 5705   EZYV5705          Asia              Master's                  Y
## 5706   EZYV5706          Asia              Master's                  N
## 5708   EZYV5708          Asia           High School                  Y
## 5709   EZYV5709        Africa              Master's                  N
## 5710   EZYV5710          Asia           High School                  N
## 5713   EZYV5713          Asia              Master's                  Y
## 5714   EZYV5714          Asia           High School                  Y
## 5715   EZYV5715        Europe            Bachelor's                  Y
## 5717   EZYV5717        Africa            Bachelor's                  N
## 5719   EZYV5719          Asia              Master's                  N
## 5720   EZYV5720          Asia             Doctorate                  N
## 5721   EZYV5721 South America             Doctorate                  N
## 5724   EZYV5724 South America           High School                  Y
## 5725   EZYV5725          Asia            Bachelor's                  N
## 5726   EZYV5726          Asia            Bachelor's                  Y
## 5727   EZYV5727          Asia              Master's                  Y
## 5728   EZYV5728          Asia              Master's                  Y
## 5729   EZYV5729          Asia              Master's                  Y
## 5730   EZYV5730          Asia             Doctorate                  Y
## 5731   EZYV5731          Asia           High School                  N
## 5732   EZYV5732          Asia              Master's                  Y
## 5733   EZYV5733          Asia              Master's                  Y
## 5734   EZYV5734          Asia              Master's                  Y
## 5735   EZYV5735        Europe              Master's                  N
## 5736   EZYV5736          Asia              Master's                  N
## 5737   EZYV5737          Asia              Master's                  Y
## 5738   EZYV5738          Asia              Master's                  Y
## 5739   EZYV5739 North America              Master's                  N
## 5740   EZYV5740 North America            Bachelor's                  N
## 5741   EZYV5741          Asia            Bachelor's                  Y
## 5742   EZYV5742          Asia              Master's                  N
## 5745   EZYV5745          Asia              Master's                  N
## 5746   EZYV5746          Asia              Master's                  Y
## 5747   EZYV5747 North America              Master's                  Y
## 5748   EZYV5748          Asia              Master's                  N
## 5749   EZYV5749          Asia            Bachelor's                  Y
## 5750   EZYV5750          Asia            Bachelor's                  N
## 5751   EZYV5751          Asia           High School                  Y
## 5752   EZYV5752          Asia           High School                  Y
## 5754   EZYV5754        Africa           High School                  N
## 5755   EZYV5755        Europe            Bachelor's                  Y
## 5757   EZYV5757          Asia              Master's                  N
## 5758   EZYV5758        Europe            Bachelor's                  N
## 5759   EZYV5759          Asia           High School                  Y
## 5760   EZYV5760          Asia            Bachelor's                  Y
## 5762   EZYV5762          Asia            Bachelor's                  N
## 5764   EZYV5764 North America             Doctorate                  Y
## 5765   EZYV5765 North America              Master's                  Y
## 5767   EZYV5767          Asia            Bachelor's                  N
## 5768   EZYV5768          Asia            Bachelor's                  Y
## 5769   EZYV5769          Asia           High School                  N
## 5770   EZYV5770          Asia            Bachelor's                  Y
## 5771   EZYV5771          Asia            Bachelor's                  Y
## 5772   EZYV5772          Asia             Doctorate                  Y
## 5773   EZYV5773          Asia            Bachelor's                  N
## 5774   EZYV5774        Europe            Bachelor's                  Y
## 5776   EZYV5776          Asia              Master's                  N
## 5777   EZYV5777          Asia              Master's                  Y
## 5778   EZYV5778          Asia            Bachelor's                  Y
## 5779   EZYV5779          Asia            Bachelor's                  Y
## 5780   EZYV5780          Asia            Bachelor's                  Y
## 5781   EZYV5781          Asia              Master's                  N
## 5782   EZYV5782        Europe             Doctorate                  N
## 5783   EZYV5783          Asia            Bachelor's                  N
## 5784   EZYV5784          Asia             Doctorate                  Y
## 5786   EZYV5786 North America            Bachelor's                  N
## 5788   EZYV5788          Asia            Bachelor's                  N
## 5789   EZYV5789          Asia              Master's                  Y
## 5790   EZYV5790 North America           High School                  Y
## 5792   EZYV5792          Asia            Bachelor's                  N
## 5793   EZYV5793          Asia             Doctorate                  Y
## 5794   EZYV5794 North America              Master's                  N
## 5795   EZYV5795        Europe              Master's                  N
## 5796   EZYV5796          Asia              Master's                  Y
## 5797   EZYV5797 North America           High School                  N
## 5798   EZYV5798 South America             Doctorate                  N
## 5799   EZYV5799          Asia              Master's                  Y
## 5801   EZYV5801 North America              Master's                  Y
## 5802   EZYV5802          Asia           High School                  Y
## 5803   EZYV5803        Europe            Bachelor's                  Y
## 5804   EZYV5804        Europe             Doctorate                  Y
## 5806   EZYV5806 North America              Master's                  Y
## 5807   EZYV5807          Asia            Bachelor's                  Y
## 5808   EZYV5808          Asia            Bachelor's                  N
## 5809   EZYV5809          Asia              Master's                  N
## 5810   EZYV5810          Asia              Master's                  Y
## 5811   EZYV5811          Asia            Bachelor's                  N
## 5812   EZYV5812          Asia              Master's                  Y
## 5813   EZYV5813          Asia              Master's                  N
## 5814   EZYV5814          Asia           High School                  Y
## 5815   EZYV5815          Asia            Bachelor's                  Y
## 5816   EZYV5816        Africa            Bachelor's                  Y
## 5817   EZYV5817          Asia            Bachelor's                  N
## 5818   EZYV5818        Europe             Doctorate                  N
## 5819   EZYV5819          Asia              Master's                  N
## 5820   EZYV5820        Europe              Master's                  N
## 5821   EZYV5821          Asia           High School                  N
## 5822   EZYV5822          Asia            Bachelor's                  N
## 5823   EZYV5823          Asia            Bachelor's                  Y
## 5824   EZYV5824          Asia            Bachelor's                  Y
## 5825   EZYV5825          Asia            Bachelor's                  N
## 5826   EZYV5826          Asia           High School                  N
## 5827   EZYV5827          Asia            Bachelor's                  N
## 5828   EZYV5828          Asia           High School                  Y
## 5829   EZYV5829        Europe              Master's                  N
## 5832   EZYV5832          Asia            Bachelor's                  N
## 5833   EZYV5833          Asia              Master's                  Y
## 5835   EZYV5835          Asia             Doctorate                  Y
## 5837   EZYV5837 North America            Bachelor's                  Y
## 5840   EZYV5840          Asia            Bachelor's                  Y
## 5841   EZYV5841          Asia           High School                  Y
## 5842   EZYV5842 North America           High School                  N
## 5843   EZYV5843          Asia              Master's                  Y
## 5844   EZYV5844          Asia            Bachelor's                  N
## 5845   EZYV5845 North America              Master's                  N
## 5846   EZYV5846          Asia             Doctorate                  N
## 5847   EZYV5847          Asia              Master's                  Y
## 5848   EZYV5848          Asia              Master's                  Y
## 5849   EZYV5849          Asia           High School                  Y
## 5850   EZYV5850          Asia            Bachelor's                  N
## 5851   EZYV5851 North America           High School                  N
## 5853   EZYV5853        Europe              Master's                  N
## 5854   EZYV5854          Asia            Bachelor's                  N
## 5857   EZYV5857          Asia              Master's                  N
## 5858   EZYV5858          Asia            Bachelor's                  Y
## 5859   EZYV5859          Asia            Bachelor's                  N
## 5860   EZYV5860          Asia            Bachelor's                  Y
## 5861   EZYV5861        Europe           High School                  N
## 5862   EZYV5862          Asia              Master's                  Y
## 5863   EZYV5863          Asia              Master's                  Y
## 5864   EZYV5864          Asia            Bachelor's                  Y
## 5865   EZYV5865          Asia              Master's                  N
## 5866   EZYV5866          Asia              Master's                  Y
## 5867   EZYV5867          Asia            Bachelor's                  Y
## 5869   EZYV5869 North America            Bachelor's                  N
## 5870   EZYV5870 North America            Bachelor's                  N
## 5871   EZYV5871          Asia              Master's                  Y
## 5872   EZYV5872          Asia           High School                  N
## 5873   EZYV5873          Asia           High School                  N
## 5874   EZYV5874        Europe             Doctorate                  N
## 5875   EZYV5875          Asia            Bachelor's                  N
## 5876   EZYV5876          Asia            Bachelor's                  N
## 5877   EZYV5877          Asia              Master's                  N
## 5878   EZYV5878 North America              Master's                  N
## 5879   EZYV5879          Asia           High School                  Y
## 5880   EZYV5880       Oceania              Master's                  Y
## 5881   EZYV5881          Asia              Master's                  N
## 5882   EZYV5882          Asia            Bachelor's                  Y
## 5883   EZYV5883          Asia              Master's                  Y
## 5884   EZYV5884          Asia              Master's                  N
## 5885   EZYV5885        Europe            Bachelor's                  Y
## 5887   EZYV5887        Europe            Bachelor's                  N
## 5888   EZYV5888        Europe            Bachelor's                  N
## 5889   EZYV5889          Asia            Bachelor's                  Y
## 5890   EZYV5890          Asia              Master's                  N
## 5891   EZYV5891          Asia            Bachelor's                  N
## 5897   EZYV5897          Asia              Master's                  Y
## 5898   EZYV5898        Europe              Master's                  Y
## 5899   EZYV5899          Asia              Master's                  Y
## 5900   EZYV5900        Europe           High School                  N
## 5901   EZYV5901 North America              Master's                  N
## 5904   EZYV5904 North America           High School                  Y
## 5905   EZYV5905 North America              Master's                  N
## 5906   EZYV5906          Asia           High School                  N
## 5907   EZYV5907        Europe              Master's                  Y
## 5908   EZYV5908          Asia              Master's                  N
## 5909   EZYV5909          Asia            Bachelor's                  Y
## 5911   EZYV5911          Asia              Master's                  Y
## 5914   EZYV5914          Asia             Doctorate                  Y
## 5915   EZYV5915          Asia            Bachelor's                  Y
## 5916   EZYV5916          Asia              Master's                  Y
## 5917   EZYV5917          Asia            Bachelor's                  Y
## 5918   EZYV5918          Asia              Master's                  Y
## 5919   EZYV5919 South America           High School                  N
## 5920   EZYV5920          Asia           High School                  Y
## 5922   EZYV5922        Europe            Bachelor's                  Y
## 5923   EZYV5923 North America              Master's                  Y
## 5924   EZYV5924          Asia            Bachelor's                  Y
## 5925   EZYV5925          Asia           High School                  Y
## 5926   EZYV5926          Asia              Master's                  N
## 5927   EZYV5927          Asia           High School                  N
## 5928   EZYV5928          Asia              Master's                  Y
## 5929   EZYV5929          Asia            Bachelor's                  Y
## 5930   EZYV5930        Europe            Bachelor's                  Y
## 5932   EZYV5932        Europe            Bachelor's                  Y
## 5933   EZYV5933          Asia              Master's                  N
## 5934   EZYV5934          Asia            Bachelor's                  Y
## 5935   EZYV5935          Asia              Master's                  N
## 5936   EZYV5936          Asia            Bachelor's                  Y
## 5937   EZYV5937          Asia            Bachelor's                  Y
## 5939   EZYV5939 North America            Bachelor's                  Y
## 5940   EZYV5940          Asia              Master's                  Y
## 5941   EZYV5941        Europe            Bachelor's                  Y
## 5942   EZYV5942          Asia            Bachelor's                  N
## 5943   EZYV5943          Asia            Bachelor's                  N
## 5944   EZYV5944          Asia              Master's                  N
## 5949   EZYV5949        Europe            Bachelor's                  Y
## 5950   EZYV5950        Europe            Bachelor's                  Y
## 5951   EZYV5951          Asia            Bachelor's                  N
## 5952   EZYV5952        Europe            Bachelor's                  N
## 5953   EZYV5953 North America              Master's                  N
## 5954   EZYV5954          Asia              Master's                  N
## 5955   EZYV5955          Asia             Doctorate                  Y
## 5956   EZYV5956          Asia            Bachelor's                  Y
## 5959   EZYV5959          Asia            Bachelor's                  Y
## 5961   EZYV5961          Asia            Bachelor's                  N
## 5962   EZYV5962        Europe           High School                  Y
## 5963   EZYV5963          Asia              Master's                  N
## 5964   EZYV5964 South America              Master's                  Y
## 5965   EZYV5965          Asia              Master's                  Y
## 5966   EZYV5966          Asia             Doctorate                  Y
## 5968   EZYV5968        Africa            Bachelor's                  N
## 5969   EZYV5969        Europe              Master's                  N
## 5970   EZYV5970        Europe           High School                  N
## 5971   EZYV5971          Asia              Master's                  N
## 5972   EZYV5972          Asia            Bachelor's                  Y
## 5973   EZYV5973          Asia            Bachelor's                  N
## 5974   EZYV5974        Europe            Bachelor's                  Y
## 5975   EZYV5975 North America            Bachelor's                  Y
## 5976   EZYV5976          Asia              Master's                  N
## 5977   EZYV5977          Asia            Bachelor's                  Y
## 5978   EZYV5978        Europe           High School                  N
## 5979   EZYV5979        Africa            Bachelor's                  Y
## 5981   EZYV5981          Asia            Bachelor's                  Y
## 5983   EZYV5983          Asia              Master's                  Y
## 5984   EZYV5984          Asia            Bachelor's                  N
## 5985   EZYV5985          Asia           High School                  Y
## 5986   EZYV5986          Asia            Bachelor's                  Y
## 5987   EZYV5987        Europe              Master's                  N
## 5988   EZYV5988          Asia              Master's                  Y
## 5989   EZYV5989          Asia            Bachelor's                  Y
## 5991   EZYV5991          Asia            Bachelor's                  Y
## 5993   EZYV5993 North America              Master's                  N
## 5994   EZYV5994          Asia            Bachelor's                  Y
## 5995   EZYV5995 North America            Bachelor's                  Y
## 5997   EZYV5997        Europe              Master's                  Y
## 5998   EZYV5998        Europe            Bachelor's                  Y
## 5999   EZYV5999 North America            Bachelor's                  Y
## 6000   EZYV6000          Asia              Master's                  Y
## 6001   EZYV6001        Europe              Master's                  Y
## 6002   EZYV6002          Asia              Master's                  N
## 6003   EZYV6003        Africa              Master's                  Y
## 6004   EZYV6004          Asia              Master's                  Y
## 6005   EZYV6005          Asia            Bachelor's                  N
## 6006   EZYV6006        Europe           High School                  Y
## 6008   EZYV6008          Asia            Bachelor's                  N
## 6009   EZYV6009          Asia              Master's                  Y
## 6010   EZYV6010          Asia              Master's                  Y
## 6011   EZYV6011        Europe              Master's                  N
## 6012   EZYV6012        Europe             Doctorate                  N
## 6013   EZYV6013          Asia              Master's                  Y
## 6014   EZYV6014          Asia              Master's                  Y
## 6015   EZYV6015          Asia              Master's                  N
## 6016   EZYV6016          Asia            Bachelor's                  Y
## 6017   EZYV6017          Asia              Master's                  Y
## 6018   EZYV6018          Asia              Master's                  N
## 6019   EZYV6019        Africa           High School                  Y
## 6020   EZYV6020 North America            Bachelor's                  N
## 6021   EZYV6021 North America            Bachelor's                  Y
## 6022   EZYV6022          Asia            Bachelor's                  Y
## 6023   EZYV6023          Asia              Master's                  N
## 6024   EZYV6024          Asia            Bachelor's                  Y
## 6026   EZYV6026          Asia           High School                  N
## 6027   EZYV6027          Asia              Master's                  Y
## 6028   EZYV6028          Asia              Master's                  Y
## 6030   EZYV6030        Europe              Master's                  N
## 6031   EZYV6031          Asia              Master's                  N
## 6032   EZYV6032          Asia              Master's                  Y
## 6033   EZYV6033          Asia            Bachelor's                  Y
## 6034   EZYV6034          Asia              Master's                  Y
## 6036   EZYV6036        Europe            Bachelor's                  Y
## 6037   EZYV6037        Europe             Doctorate                  Y
## 6038   EZYV6038          Asia              Master's                  N
## 6039   EZYV6039          Asia             Doctorate                  Y
## 6040   EZYV6040          Asia              Master's                  Y
## 6041   EZYV6041          Asia            Bachelor's                  N
## 6042   EZYV6042          Asia            Bachelor's                  N
## 6043   EZYV6043          Asia              Master's                  Y
## 6044   EZYV6044          Asia            Bachelor's                  Y
## 6045   EZYV6045          Asia              Master's                  Y
## 6046   EZYV6046 South America             Doctorate                  N
## 6047   EZYV6047          Asia            Bachelor's                  Y
## 6049   EZYV6049          Asia           High School                  Y
## 6050   EZYV6050          Asia            Bachelor's                  Y
## 6051   EZYV6051          Asia            Bachelor's                  Y
## 6052   EZYV6052        Europe            Bachelor's                  Y
## 6053   EZYV6053          Asia            Bachelor's                  N
## 6056   EZYV6056 North America              Master's                  N
## 6058   EZYV6058        Europe            Bachelor's                  Y
## 6059   EZYV6059          Asia              Master's                  Y
## 6061   EZYV6061        Europe             Doctorate                  Y
## 6062   EZYV6062        Europe              Master's                  Y
## 6063   EZYV6063          Asia             Doctorate                  N
## 6064   EZYV6064          Asia            Bachelor's                  Y
## 6066   EZYV6066          Asia           High School                  Y
## 6068   EZYV6068          Asia           High School                  N
## 6069   EZYV6069          Asia              Master's                  N
## 6070   EZYV6070          Asia              Master's                  N
## 6071   EZYV6071          Asia            Bachelor's                  N
## 6072   EZYV6072          Asia              Master's                  Y
## 6073   EZYV6073          Asia              Master's                  Y
## 6074   EZYV6074          Asia              Master's                  N
## 6075   EZYV6075          Asia           High School                  N
## 6076   EZYV6076          Asia            Bachelor's                  Y
## 6077   EZYV6077          Asia            Bachelor's                  Y
## 6079   EZYV6079          Asia            Bachelor's                  Y
## 6080   EZYV6080 North America            Bachelor's                  Y
## 6082   EZYV6082        Europe           High School                  N
## 6083   EZYV6083          Asia              Master's                  N
## 6085   EZYV6085          Asia              Master's                  Y
## 6086   EZYV6086        Europe            Bachelor's                  N
## 6087   EZYV6087          Asia            Bachelor's                  N
## 6088   EZYV6088          Asia           High School                  Y
## 6089   EZYV6089          Asia            Bachelor's                  N
## 6090   EZYV6090          Asia            Bachelor's                  Y
## 6092   EZYV6092          Asia              Master's                  N
## 6093   EZYV6093          Asia           High School                  Y
## 6094   EZYV6094        Europe              Master's                  Y
## 6095   EZYV6095          Asia            Bachelor's                  N
## 6096   EZYV6096        Europe           High School                  Y
## 6097   EZYV6097          Asia            Bachelor's                  N
## 6098   EZYV6098        Europe              Master's                  Y
## 6099   EZYV6099          Asia           High School                  Y
## 6100   EZYV6100        Europe           High School                  Y
## 6101   EZYV6101          Asia            Bachelor's                  N
## 6102   EZYV6102          Asia            Bachelor's                  Y
## 6104   EZYV6104          Asia              Master's                  Y
## 6106   EZYV6106 North America             Doctorate                  N
## 6107   EZYV6107          Asia              Master's                  N
## 6108   EZYV6108          Asia              Master's                  N
## 6109   EZYV6109        Africa              Master's                  N
## 6110   EZYV6110        Europe           High School                  N
## 6111   EZYV6111          Asia            Bachelor's                  Y
## 6112   EZYV6112        Europe             Doctorate                  Y
## 6114   EZYV6114          Asia            Bachelor's                  Y
## 6115   EZYV6115          Asia           High School                  N
## 6116   EZYV6116 North America             Doctorate                  N
## 6117   EZYV6117          Asia              Master's                  N
## 6118   EZYV6118          Asia              Master's                  Y
## 6119   EZYV6119          Asia              Master's                  Y
## 6121   EZYV6121          Asia            Bachelor's                  Y
## 6122   EZYV6122 North America              Master's                  N
## 6123   EZYV6123          Asia           High School                  Y
## 6124   EZYV6124          Asia            Bachelor's                  N
## 6125   EZYV6125          Asia              Master's                  Y
## 6127   EZYV6127        Europe           High School                  Y
## 6128   EZYV6128          Asia            Bachelor's                  Y
## 6129   EZYV6129 North America              Master's                  N
## 6131   EZYV6131          Asia              Master's                  Y
## 6132   EZYV6132          Asia              Master's                  Y
## 6133   EZYV6133 North America              Master's                  Y
## 6134   EZYV6134 North America            Bachelor's                  Y
## 6135   EZYV6135          Asia           High School                  Y
## 6136   EZYV6136          Asia            Bachelor's                  Y
## 6138   EZYV6138          Asia              Master's                  N
## 6139   EZYV6139 South America              Master's                  Y
## 6140   EZYV6140          Asia             Doctorate                  N
## 6141   EZYV6141 North America            Bachelor's                  Y
## 6142   EZYV6142        Europe            Bachelor's                  Y
## 6143   EZYV6143          Asia           High School                  N
## 6144   EZYV6144 North America            Bachelor's                  Y
## 6146   EZYV6146          Asia           High School                  Y
## 6147   EZYV6147          Asia           High School                  Y
## 6148   EZYV6148          Asia            Bachelor's                  Y
## 6151   EZYV6151          Asia           High School                  N
## 6152   EZYV6152 South America              Master's                  Y
## 6153   EZYV6153        Europe            Bachelor's                  Y
## 6154   EZYV6154          Asia            Bachelor's                  Y
## 6155   EZYV6155        Europe             Doctorate                  N
## 6156   EZYV6156        Europe            Bachelor's                  Y
## 6157   EZYV6157          Asia              Master's                  N
## 6158   EZYV6158        Europe            Bachelor's                  Y
## 6161   EZYV6161          Asia              Master's                  Y
## 6162   EZYV6162 North America              Master's                  Y
## 6164   EZYV6164        Europe           High School                  N
## 6165   EZYV6165          Asia            Bachelor's                  N
## 6166   EZYV6166 North America              Master's                  Y
## 6167   EZYV6167          Asia              Master's                  N
## 6168   EZYV6168          Asia              Master's                  Y
## 6169   EZYV6169          Asia            Bachelor's                  Y
## 6170   EZYV6170          Asia            Bachelor's                  Y
## 6171   EZYV6171        Europe            Bachelor's                  Y
## 6172   EZYV6172          Asia            Bachelor's                  Y
## 6173   EZYV6173 North America             Doctorate                  Y
## 6178   EZYV6178          Asia              Master's                  Y
## 6179   EZYV6179          Asia            Bachelor's                  Y
## 6181   EZYV6181          Asia           High School                  Y
## 6182   EZYV6182          Asia            Bachelor's                  Y
## 6184   EZYV6184          Asia           High School                  Y
## 6186   EZYV6186          Asia             Doctorate                  N
## 6187   EZYV6187          Asia              Master's                  Y
## 6188   EZYV6188          Asia            Bachelor's                  N
## 6189   EZYV6189          Asia            Bachelor's                  N
## 6190   EZYV6190          Asia              Master's                  Y
## 6191   EZYV6191        Europe           High School                  N
## 6192   EZYV6192          Asia           High School                  Y
## 6193   EZYV6193          Asia             Doctorate                  N
## 6194   EZYV6194 North America            Bachelor's                  Y
## 6197   EZYV6197          Asia             Doctorate                  Y
## 6198   EZYV6198          Asia              Master's                  N
## 6199   EZYV6199          Asia           High School                  Y
## 6200   EZYV6200          Asia              Master's                  N
## 6202   EZYV6202          Asia            Bachelor's                  Y
## 6205   EZYV6205 North America            Bachelor's                  N
## 6207   EZYV6207          Asia           High School                  N
## 6209   EZYV6209          Asia            Bachelor's                  Y
## 6210   EZYV6210          Asia              Master's                  Y
## 6211   EZYV6211          Asia            Bachelor's                  N
## 6212   EZYV6212          Asia              Master's                  Y
## 6213   EZYV6213          Asia            Bachelor's                  Y
## 6214   EZYV6214          Asia             Doctorate                  N
## 6215   EZYV6215        Europe             Doctorate                  N
## 6216   EZYV6216          Asia              Master's                  Y
## 6218   EZYV6218          Asia              Master's                  N
## 6219   EZYV6219 North America            Bachelor's                  Y
## 6220   EZYV6220          Asia              Master's                  Y
## 6223   EZYV6223          Asia           High School                  N
## 6225   EZYV6225          Asia              Master's                  N
## 6226   EZYV6226 North America              Master's                  Y
## 6227   EZYV6227          Asia              Master's                  N
## 6228   EZYV6228          Asia              Master's                  Y
## 6229   EZYV6229          Asia              Master's                  Y
## 6232   EZYV6232        Europe             Doctorate                  N
## 6233   EZYV6233          Asia              Master's                  Y
## 6234   EZYV6234          Asia            Bachelor's                  N
## 6235   EZYV6235 North America            Bachelor's                  Y
## 6236   EZYV6236          Asia           High School                  N
## 6238   EZYV6238        Europe           High School                  N
## 6239   EZYV6239          Asia              Master's                  N
## 6240   EZYV6240       Oceania            Bachelor's                  N
## 6241   EZYV6241        Europe            Bachelor's                  Y
## 6242   EZYV6242          Asia            Bachelor's                  Y
## 6243   EZYV6243          Asia              Master's                  N
## 6244   EZYV6244          Asia            Bachelor's                  N
## 6245   EZYV6245          Asia             Doctorate                  Y
## 6248   EZYV6248          Asia            Bachelor's                  N
## 6249   EZYV6249 North America              Master's                  N
## 6251   EZYV6251          Asia            Bachelor's                  N
## 6253   EZYV6253          Asia              Master's                  Y
## 6254   EZYV6254          Asia              Master's                  N
## 6255   EZYV6255        Europe              Master's                  Y
## 6256   EZYV6256          Asia           High School                  Y
## 6258   EZYV6258          Asia            Bachelor's                  N
## 6259   EZYV6259          Asia            Bachelor's                  N
## 6261   EZYV6261 North America              Master's                  N
## 6262   EZYV6262          Asia            Bachelor's                  Y
## 6263   EZYV6263          Asia            Bachelor's                  Y
## 6264   EZYV6264 South America            Bachelor's                  Y
## 6266   EZYV6266          Asia              Master's                  Y
## 6268   EZYV6268        Europe              Master's                  N
## 6269   EZYV6269 North America            Bachelor's                  Y
## 6271   EZYV6271          Asia              Master's                  Y
## 6272   EZYV6272        Europe            Bachelor's                  Y
## 6273   EZYV6273        Africa              Master's                  Y
## 6274   EZYV6274          Asia            Bachelor's                  Y
## 6275   EZYV6275          Asia              Master's                  Y
## 6276   EZYV6276 South America            Bachelor's                  N
## 6277   EZYV6277          Asia             Doctorate                  N
## 6278   EZYV6278          Asia            Bachelor's                  N
## 6279   EZYV6279          Asia            Bachelor's                  Y
## 6280   EZYV6280 South America            Bachelor's                  N
## 6281   EZYV6281 North America              Master's                  Y
## 6283   EZYV6283 North America            Bachelor's                  N
## 6285   EZYV6285 North America             Doctorate                  Y
## 6286   EZYV6286        Africa              Master's                  N
## 6287   EZYV6287          Asia              Master's                  N
## 6289   EZYV6289          Asia            Bachelor's                  N
## 6291   EZYV6291          Asia            Bachelor's                  N
## 6292   EZYV6292          Asia            Bachelor's                  N
## 6293   EZYV6293          Asia           High School                  Y
## 6294   EZYV6294          Asia            Bachelor's                  Y
## 6295   EZYV6295          Asia           High School                  Y
## 6296   EZYV6296 South America              Master's                  N
## 6297   EZYV6297          Asia            Bachelor's                  Y
## 6298   EZYV6298 North America            Bachelor's                  Y
## 6299   EZYV6299          Asia              Master's                  Y
## 6300   EZYV6300 South America           High School                  Y
## 6301   EZYV6301          Asia            Bachelor's                  Y
## 6302   EZYV6302 North America            Bachelor's                  N
## 6304   EZYV6304          Asia           High School                  N
## 6306   EZYV6306        Africa           High School                  N
## 6307   EZYV6307          Asia              Master's                  Y
## 6310   EZYV6310        Europe             Doctorate                  Y
## 6311   EZYV6311          Asia            Bachelor's                  Y
## 6312   EZYV6312          Asia             Doctorate                  Y
## 6313   EZYV6313          Asia            Bachelor's                  N
## 6314   EZYV6314        Europe            Bachelor's                  N
## 6315   EZYV6315 North America            Bachelor's                  N
## 6316   EZYV6316        Europe           High School                  Y
## 6317   EZYV6317          Asia              Master's                  Y
## 6318   EZYV6318       Oceania              Master's                  Y
## 6320   EZYV6320        Europe            Bachelor's                  Y
## 6321   EZYV6321          Asia             Doctorate                  N
## 6323   EZYV6323          Asia            Bachelor's                  N
## 6324   EZYV6324          Asia              Master's                  Y
## 6326   EZYV6326          Asia              Master's                  N
## 6327   EZYV6327          Asia              Master's                  Y
## 6328   EZYV6328          Asia            Bachelor's                  N
## 6330   EZYV6330          Asia              Master's                  Y
## 6332   EZYV6332          Asia              Master's                  Y
## 6333   EZYV6333        Europe            Bachelor's                  Y
## 6335   EZYV6335          Asia             Doctorate                  N
## 6336   EZYV6336          Asia              Master's                  N
## 6338   EZYV6338        Europe             Doctorate                  Y
## 6339   EZYV6339          Asia             Doctorate                  N
## 6340   EZYV6340        Europe           High School                  N
## 6341   EZYV6341          Asia            Bachelor's                  N
## 6342   EZYV6342          Asia              Master's                  Y
## 6343   EZYV6343          Asia           High School                  N
## 6344   EZYV6344          Asia              Master's                  Y
## 6345   EZYV6345          Asia              Master's                  Y
## 6347   EZYV6347          Asia              Master's                  Y
## 6348   EZYV6348          Asia            Bachelor's                  Y
## 6349   EZYV6349          Asia            Bachelor's                  Y
## 6350   EZYV6350          Asia            Bachelor's                  Y
## 6351   EZYV6351          Asia            Bachelor's                  N
## 6352   EZYV6352 South America             Doctorate                  Y
## 6354   EZYV6354          Asia           High School                  N
## 6355   EZYV6355          Asia            Bachelor's                  N
## 6356   EZYV6356          Asia           High School                  Y
## 6357   EZYV6357          Asia            Bachelor's                  N
## 6359   EZYV6359 North America            Bachelor's                  N
## 6360   EZYV6360          Asia              Master's                  N
## 6361   EZYV6361 North America              Master's                  N
## 6362   EZYV6362          Asia              Master's                  Y
## 6364   EZYV6364          Asia            Bachelor's                  Y
## 6365   EZYV6365          Asia            Bachelor's                  N
## 6366   EZYV6366          Asia             Doctorate                  Y
## 6367   EZYV6367 North America            Bachelor's                  N
## 6370   EZYV6370          Asia            Bachelor's                  N
## 6371   EZYV6371          Asia            Bachelor's                  N
## 6374   EZYV6374 North America              Master's                  N
## 6375   EZYV6375        Europe            Bachelor's                  N
## 6376   EZYV6376          Asia             Doctorate                  Y
## 6377   EZYV6377          Asia            Bachelor's                  Y
## 6378   EZYV6378          Asia              Master's                  Y
## 6379   EZYV6379 North America             Doctorate                  Y
## 6380   EZYV6380          Asia            Bachelor's                  N
## 6381   EZYV6381          Asia            Bachelor's                  N
## 6382   EZYV6382          Asia            Bachelor's                  Y
## 6383   EZYV6383          Asia            Bachelor's                  Y
## 6385   EZYV6385          Asia           High School                  Y
## 6386   EZYV6386          Asia            Bachelor's                  N
## 6387   EZYV6387 North America              Master's                  Y
## 6388   EZYV6388          Asia           High School                  N
## 6389   EZYV6389 North America            Bachelor's                  N
## 6390   EZYV6390          Asia            Bachelor's                  N
## 6391   EZYV6391 North America            Bachelor's                  Y
## 6392   EZYV6392 North America              Master's                  Y
## 6394   EZYV6394          Asia              Master's                  Y
## 6396   EZYV6396 North America            Bachelor's                  Y
## 6397   EZYV6397          Asia           High School                  Y
## 6399   EZYV6399          Asia              Master's                  Y
## 6403   EZYV6403          Asia              Master's                  Y
## 6404   EZYV6404          Asia              Master's                  N
## 6405   EZYV6405          Asia            Bachelor's                  N
## 6406   EZYV6406          Asia              Master's                  N
## 6407   EZYV6407          Asia           High School                  N
## 6408   EZYV6408          Asia              Master's                  N
## 6409   EZYV6409 North America           High School                  N
## 6410   EZYV6410        Africa              Master's                  N
## 6411   EZYV6411          Asia           High School                  Y
## 6412   EZYV6412          Asia             Doctorate                  Y
## 6413   EZYV6413          Asia              Master's                  Y
## 6414   EZYV6414          Asia            Bachelor's                  Y
## 6415   EZYV6415          Asia              Master's                  Y
## 6418   EZYV6418          Asia              Master's                  N
## 6419   EZYV6419 North America            Bachelor's                  N
## 6422   EZYV6422 North America              Master's                  Y
## 6423   EZYV6423          Asia            Bachelor's                  Y
## 6424   EZYV6424          Asia           High School                  Y
## 6426   EZYV6426        Europe            Bachelor's                  Y
## 6427   EZYV6427          Asia            Bachelor's                  N
## 6428   EZYV6428          Asia           High School                  Y
## 6429   EZYV6429          Asia            Bachelor's                  Y
## 6430   EZYV6430          Asia            Bachelor's                  Y
## 6431   EZYV6431          Asia            Bachelor's                  N
## 6432   EZYV6432        Europe              Master's                  Y
## 6434   EZYV6434          Asia           High School                  Y
## 6435   EZYV6435 South America             Doctorate                  Y
## 6436   EZYV6436          Asia            Bachelor's                  Y
## 6437   EZYV6437        Europe           High School                  Y
## 6438   EZYV6438          Asia              Master's                  N
## 6439   EZYV6439          Asia              Master's                  Y
## 6440   EZYV6440          Asia            Bachelor's                  N
## 6441   EZYV6441        Europe             Doctorate                  Y
## 6442   EZYV6442          Asia              Master's                  Y
## 6443   EZYV6443 North America              Master's                  Y
## 6444   EZYV6444          Asia              Master's                  N
## 6445   EZYV6445          Asia            Bachelor's                  N
## 6448   EZYV6448          Asia           High School                  Y
## 6450   EZYV6450 North America              Master's                  Y
## 6451   EZYV6451 North America           High School                  N
## 6452   EZYV6452        Europe             Doctorate                  N
## 6453   EZYV6453          Asia             Doctorate                  N
## 6454   EZYV6454          Asia            Bachelor's                  N
## 6455   EZYV6455 North America           High School                  Y
## 6456   EZYV6456          Asia            Bachelor's                  Y
## 6457   EZYV6457          Asia            Bachelor's                  N
## 6459   EZYV6459          Asia           High School                  Y
## 6460   EZYV6460          Asia            Bachelor's                  Y
## 6461   EZYV6461          Asia              Master's                  N
## 6462   EZYV6462        Europe            Bachelor's                  Y
## 6463   EZYV6463        Europe             Doctorate                  N
## 6464   EZYV6464          Asia             Doctorate                  Y
## 6465   EZYV6465          Asia            Bachelor's                  N
## 6466   EZYV6466        Europe             Doctorate                  Y
## 6469   EZYV6469          Asia            Bachelor's                  Y
## 6470   EZYV6470          Asia            Bachelor's                  N
## 6471   EZYV6471          Asia            Bachelor's                  N
## 6472   EZYV6472          Asia            Bachelor's                  N
## 6473   EZYV6473          Asia           High School                  Y
## 6474   EZYV6474          Asia           High School                  Y
## 6475   EZYV6475          Asia            Bachelor's                  N
## 6476   EZYV6476 North America              Master's                  Y
## 6477   EZYV6477 North America            Bachelor's                  Y
## 6478   EZYV6478          Asia            Bachelor's                  N
## 6479   EZYV6479          Asia           High School                  Y
## 6480   EZYV6480          Asia           High School                  Y
## 6481   EZYV6481          Asia              Master's                  Y
## 6482   EZYV6482          Asia             Doctorate                  Y
## 6483   EZYV6483          Asia              Master's                  Y
## 6484   EZYV6484 North America           High School                  Y
## 6485   EZYV6485          Asia            Bachelor's                  Y
## 6486   EZYV6486          Asia            Bachelor's                  Y
## 6487   EZYV6487        Europe              Master's                  N
## 6488   EZYV6488          Asia            Bachelor's                  Y
## 6489   EZYV6489 North America              Master's                  Y
## 6490   EZYV6490        Europe            Bachelor's                  N
## 6491   EZYV6491          Asia              Master's                  Y
## 6494   EZYV6494          Asia            Bachelor's                  Y
## 6495   EZYV6495        Europe              Master's                  N
## 6496   EZYV6496          Asia              Master's                  N
## 6497   EZYV6497          Asia            Bachelor's                  N
## 6498   EZYV6498          Asia            Bachelor's                  N
## 6499   EZYV6499          Asia              Master's                  N
## 6500   EZYV6500        Europe            Bachelor's                  Y
## 6501   EZYV6501 North America              Master's                  Y
## 6502   EZYV6502          Asia              Master's                  Y
## 6503   EZYV6503          Asia              Master's                  Y
## 6505   EZYV6505          Asia              Master's                  N
## 6506   EZYV6506        Europe              Master's                  Y
## 6507   EZYV6507          Asia             Doctorate                  N
## 6508   EZYV6508          Asia              Master's                  Y
## 6509   EZYV6509          Asia              Master's                  Y
## 6510   EZYV6510 North America              Master's                  Y
## 6511   EZYV6511 North America              Master's                  N
## 6512   EZYV6512          Asia              Master's                  N
## 6513   EZYV6513          Asia            Bachelor's                  N
## 6514   EZYV6514        Europe              Master's                  Y
## 6516   EZYV6516          Asia              Master's                  Y
## 6517   EZYV6517 North America           High School                  Y
## 6518   EZYV6518          Asia           High School                  Y
## 6520   EZYV6520          Asia            Bachelor's                  Y
## 6523   EZYV6523 South America            Bachelor's                  Y
## 6524   EZYV6524          Asia            Bachelor's                  Y
## 6525   EZYV6525          Asia            Bachelor's                  Y
## 6526   EZYV6526 South America              Master's                  N
## 6528   EZYV6528          Asia            Bachelor's                  Y
## 6529   EZYV6529          Asia              Master's                  N
## 6530   EZYV6530          Asia              Master's                  Y
## 6531   EZYV6531          Asia            Bachelor's                  Y
## 6532   EZYV6532          Asia              Master's                  Y
## 6533   EZYV6533          Asia              Master's                  N
## 6534   EZYV6534        Europe           High School                  N
## 6535   EZYV6535          Asia              Master's                  N
## 6536   EZYV6536        Europe             Doctorate                  N
## 6537   EZYV6537 North America            Bachelor's                  N
## 6538   EZYV6538          Asia              Master's                  N
## 6539   EZYV6539          Asia              Master's                  Y
## 6540   EZYV6540          Asia            Bachelor's                  Y
## 6541   EZYV6541 North America              Master's                  Y
## 6544   EZYV6544          Asia             Doctorate                  Y
## 6545   EZYV6545          Asia              Master's                  Y
## 6546   EZYV6546          Asia           High School                  Y
## 6547   EZYV6547          Asia            Bachelor's                  N
## 6548   EZYV6548        Europe              Master's                  N
## 6549   EZYV6549          Asia              Master's                  Y
## 6550   EZYV6550          Asia            Bachelor's                  Y
## 6551   EZYV6551          Asia           High School                  N
## 6552   EZYV6552          Asia              Master's                  Y
## 6553   EZYV6553          Asia            Bachelor's                  Y
## 6554   EZYV6554          Asia              Master's                  N
## 6556   EZYV6556          Asia            Bachelor's                  Y
## 6557   EZYV6557          Asia            Bachelor's                  Y
## 6558   EZYV6558          Asia            Bachelor's                  N
## 6560   EZYV6560          Asia              Master's                  N
## 6562   EZYV6562          Asia              Master's                  Y
## 6563   EZYV6563          Asia              Master's                  N
## 6564   EZYV6564          Asia            Bachelor's                  N
## 6565   EZYV6565          Asia            Bachelor's                  Y
## 6566   EZYV6566 North America              Master's                  Y
## 6568   EZYV6568          Asia            Bachelor's                  N
## 6569   EZYV6569        Europe              Master's                  N
## 6570   EZYV6570 North America           High School                  Y
## 6571   EZYV6571          Asia              Master's                  N
## 6573   EZYV6573        Europe             Doctorate                  Y
## 6574   EZYV6574          Asia            Bachelor's                  Y
## 6575   EZYV6575          Asia            Bachelor's                  Y
## 6576   EZYV6576 North America              Master's                  N
## 6577   EZYV6577 South America            Bachelor's                  Y
## 6578   EZYV6578          Asia            Bachelor's                  N
## 6579   EZYV6579          Asia             Doctorate                  Y
## 6580   EZYV6580          Asia              Master's                  Y
## 6581   EZYV6581          Asia            Bachelor's                  Y
## 6582   EZYV6582 North America            Bachelor's                  N
## 6583   EZYV6583          Asia           High School                  N
## 6584   EZYV6584          Asia              Master's                  Y
## 6585   EZYV6585          Asia           High School                  N
## 6586   EZYV6586 North America              Master's                  Y
## 6588   EZYV6588        Europe           High School                  Y
## 6589   EZYV6589          Asia            Bachelor's                  N
## 6590   EZYV6590          Asia              Master's                  Y
## 6591   EZYV6591        Europe            Bachelor's                  N
## 6592   EZYV6592          Asia              Master's                  Y
## 6593   EZYV6593        Europe              Master's                  N
## 6594   EZYV6594          Asia              Master's                  N
## 6595   EZYV6595        Europe              Master's                  Y
## 6596   EZYV6596        Europe             Doctorate                  Y
## 6597   EZYV6597        Africa              Master's                  N
## 6598   EZYV6598          Asia              Master's                  Y
## 6599   EZYV6599          Asia              Master's                  Y
## 6600   EZYV6600          Asia              Master's                  Y
## 6601   EZYV6601          Asia            Bachelor's                  Y
## 6602   EZYV6602          Asia            Bachelor's                  Y
## 6603   EZYV6603 South America              Master's                  Y
## 6604   EZYV6604          Asia            Bachelor's                  Y
## 6605   EZYV6605          Asia              Master's                  N
## 6606   EZYV6606          Asia            Bachelor's                  Y
## 6607   EZYV6607        Africa              Master's                  N
## 6608   EZYV6608 North America            Bachelor's                  Y
## 6609   EZYV6609 South America           High School                  Y
## 6610   EZYV6610          Asia              Master's                  N
## 6612   EZYV6612 South America            Bachelor's                  N
## 6613   EZYV6613          Asia            Bachelor's                  N
## 6614   EZYV6614          Asia            Bachelor's                  Y
## 6615   EZYV6615 South America           High School                  Y
## 6617   EZYV6617        Europe            Bachelor's                  N
## 6618   EZYV6618          Asia            Bachelor's                  Y
## 6619   EZYV6619          Asia            Bachelor's                  N
## 6620   EZYV6620          Asia           High School                  N
## 6621   EZYV6621          Asia           High School                  Y
## 6622   EZYV6622          Asia              Master's                  Y
## 6623   EZYV6623 South America              Master's                  Y
## 6625   EZYV6625          Asia              Master's                  Y
## 6627   EZYV6627          Asia              Master's                  Y
## 6628   EZYV6628          Asia            Bachelor's                  Y
## 6629   EZYV6629          Asia              Master's                  Y
## 6630   EZYV6630 North America           High School                  Y
## 6631   EZYV6631        Europe            Bachelor's                  N
## 6632   EZYV6632          Asia              Master's                  Y
## 6633   EZYV6633          Asia              Master's                  Y
## 6636   EZYV6636          Asia              Master's                  Y
## 6638   EZYV6638 North America           High School                  N
## 6640   EZYV6640          Asia            Bachelor's                  N
## 6641   EZYV6641          Asia              Master's                  N
## 6642   EZYV6642          Asia            Bachelor's                  N
## 6643   EZYV6643          Asia              Master's                  N
## 6644   EZYV6644        Europe           High School                  N
## 6645   EZYV6645          Asia           High School                  N
## 6646   EZYV6646 North America             Doctorate                  N
## 6647   EZYV6647        Africa           High School                  Y
## 6649   EZYV6649        Europe           High School                  Y
## 6650   EZYV6650        Europe           High School                  Y
## 6651   EZYV6651          Asia            Bachelor's                  Y
## 6652   EZYV6652          Asia           High School                  Y
## 6653   EZYV6653          Asia              Master's                  Y
## 6654   EZYV6654          Asia           High School                  Y
## 6655   EZYV6655 North America            Bachelor's                  Y
## 6656   EZYV6656        Europe              Master's                  Y
## 6657   EZYV6657          Asia            Bachelor's                  Y
## 6658   EZYV6658        Europe             Doctorate                  N
## 6659   EZYV6659          Asia              Master's                  Y
## 6660   EZYV6660          Asia              Master's                  Y
## 6661   EZYV6661 South America           High School                  N
## 6662   EZYV6662          Asia            Bachelor's                  Y
## 6663   EZYV6663        Europe           High School                  N
## 6664   EZYV6664          Asia           High School                  Y
## 6665   EZYV6665 North America              Master's                  Y
## 6666   EZYV6666          Asia           High School                  N
## 6667   EZYV6667          Asia            Bachelor's                  Y
## 6668   EZYV6668          Asia            Bachelor's                  Y
## 6669   EZYV6669          Asia            Bachelor's                  N
## 6670   EZYV6670          Asia            Bachelor's                  N
## 6671   EZYV6671        Europe              Master's                  Y
## 6673   EZYV6673          Asia           High School                  Y
## 6674   EZYV6674 North America            Bachelor's                  Y
## 6675   EZYV6675 North America            Bachelor's                  N
## 6676   EZYV6676          Asia            Bachelor's                  Y
## 6677   EZYV6677          Asia              Master's                  Y
## 6679   EZYV6679 South America            Bachelor's                  Y
## 6680   EZYV6680          Asia            Bachelor's                  N
## 6681   EZYV6681        Africa              Master's                  Y
## 6682   EZYV6682        Europe             Doctorate                  Y
## 6683   EZYV6683          Asia            Bachelor's                  Y
## 6684   EZYV6684          Asia            Bachelor's                  Y
## 6685   EZYV6685 South America              Master's                  Y
## 6686   EZYV6686 North America              Master's                  Y
## 6687   EZYV6687          Asia            Bachelor's                  Y
## 6688   EZYV6688          Asia           High School                  N
## 6689   EZYV6689        Europe            Bachelor's                  Y
## 6690   EZYV6690        Europe            Bachelor's                  N
## 6692   EZYV6692          Asia            Bachelor's                  N
## 6693   EZYV6693          Asia           High School                  N
## 6695   EZYV6695 South America            Bachelor's                  N
## 6696   EZYV6696          Asia           High School                  Y
## 6698   EZYV6698          Asia              Master's                  Y
## 6699   EZYV6699          Asia              Master's                  Y
## 6700   EZYV6700          Asia            Bachelor's                  Y
## 6701   EZYV6701          Asia              Master's                  N
## 6702   EZYV6702        Africa           High School                  N
## 6703   EZYV6703 North America              Master's                  Y
## 6704   EZYV6704          Asia              Master's                  N
## 6705   EZYV6705          Asia             Doctorate                  Y
## 6706   EZYV6706          Asia            Bachelor's                  Y
## 6707   EZYV6707          Asia              Master's                  N
## 6708   EZYV6708          Asia            Bachelor's                  Y
## 6709   EZYV6709 North America              Master's                  Y
## 6710   EZYV6710        Europe              Master's                  N
## 6711   EZYV6711          Asia            Bachelor's                  N
## 6712   EZYV6712          Asia            Bachelor's                  Y
## 6714   EZYV6714          Asia             Doctorate                  N
## 6715   EZYV6715          Asia              Master's                  Y
## 6716   EZYV6716        Africa              Master's                  Y
## 6717   EZYV6717          Asia            Bachelor's                  Y
## 6718   EZYV6718        Europe            Bachelor's                  N
## 6719   EZYV6719        Europe              Master's                  N
## 6722   EZYV6722          Asia              Master's                  Y
## 6724   EZYV6724 North America           High School                  N
## 6725   EZYV6725        Europe              Master's                  N
## 6726   EZYV6726 North America              Master's                  Y
## 6727   EZYV6727          Asia            Bachelor's                  N
## 6730   EZYV6730          Asia             Doctorate                  Y
## 6731   EZYV6731          Asia            Bachelor's                  Y
## 6732   EZYV6732        Europe            Bachelor's                  Y
## 6733   EZYV6733        Europe              Master's                  N
## 6734   EZYV6734          Asia              Master's                  Y
## 6735   EZYV6735        Europe           High School                  Y
## 6736   EZYV6736 North America              Master's                  N
## 6738   EZYV6738          Asia              Master's                  N
## 6739   EZYV6739        Europe            Bachelor's                  Y
## 6741   EZYV6741          Asia            Bachelor's                  Y
## 6742   EZYV6742        Europe              Master's                  Y
## 6743   EZYV6743          Asia              Master's                  Y
## 6744   EZYV6744          Asia              Master's                  Y
## 6745   EZYV6745          Asia              Master's                  N
## 6746   EZYV6746          Asia             Doctorate                  Y
## 6747   EZYV6747          Asia              Master's                  Y
## 6748   EZYV6748        Europe              Master's                  N
## 6749   EZYV6749          Asia            Bachelor's                  Y
## 6752   EZYV6752          Asia              Master's                  Y
## 6753   EZYV6753        Europe             Doctorate                  N
## 6754   EZYV6754 North America              Master's                  N
## 6755   EZYV6755 North America              Master's                  N
## 6756   EZYV6756          Asia              Master's                  Y
## 6757   EZYV6757          Asia              Master's                  N
## 6758   EZYV6758          Asia              Master's                  Y
## 6759   EZYV6759 North America            Bachelor's                  Y
## 6761   EZYV6761          Asia           High School                  Y
## 6765   EZYV6765          Asia            Bachelor's                  Y
## 6766   EZYV6766        Europe           High School                  Y
## 6768   EZYV6768          Asia              Master's                  Y
## 6769   EZYV6769          Asia           High School                  N
## 6770   EZYV6770 South America              Master's                  N
## 6771   EZYV6771 South America            Bachelor's                  N
## 6773   EZYV6773        Europe              Master's                  Y
## 6774   EZYV6774          Asia            Bachelor's                  N
## 6776   EZYV6776          Asia              Master's                  Y
## 6778   EZYV6778          Asia           High School                  Y
## 6779   EZYV6779          Asia            Bachelor's                  N
## 6780   EZYV6780          Asia           High School                  Y
## 6781   EZYV6781        Europe            Bachelor's                  Y
## 6783   EZYV6783          Asia            Bachelor's                  Y
## 6784   EZYV6784          Asia              Master's                  N
## 6787   EZYV6787          Asia            Bachelor's                  Y
## 6788   EZYV6788          Asia            Bachelor's                  N
## 6789   EZYV6789        Europe              Master's                  Y
## 6790   EZYV6790        Europe            Bachelor's                  N
## 6791   EZYV6791        Europe              Master's                  N
## 6792   EZYV6792          Asia            Bachelor's                  N
## 6794   EZYV6794          Asia              Master's                  Y
## 6795   EZYV6795          Asia            Bachelor's                  N
## 6796   EZYV6796        Europe             Doctorate                  Y
## 6797   EZYV6797          Asia              Master's                  N
## 6798   EZYV6798          Asia            Bachelor's                  N
## 6799   EZYV6799 North America            Bachelor's                  Y
## 6801   EZYV6801          Asia              Master's                  Y
## 6802   EZYV6802        Europe              Master's                  N
## 6803   EZYV6803          Asia            Bachelor's                  Y
## 6804   EZYV6804          Asia            Bachelor's                  N
## 6805   EZYV6805          Asia              Master's                  Y
## 6806   EZYV6806 North America            Bachelor's                  Y
## 6807   EZYV6807          Asia              Master's                  N
## 6808   EZYV6808          Asia            Bachelor's                  Y
## 6809   EZYV6809          Asia              Master's                  Y
## 6810   EZYV6810        Europe             Doctorate                  Y
## 6812   EZYV6812 South America              Master's                  Y
## 6813   EZYV6813          Asia              Master's                  Y
## 6816   EZYV6816          Asia              Master's                  Y
## 6817   EZYV6817        Europe            Bachelor's                  N
## 6818   EZYV6818          Asia            Bachelor's                  Y
## 6819   EZYV6819          Asia              Master's                  N
## 6820   EZYV6820          Asia            Bachelor's                  Y
## 6821   EZYV6821 South America              Master's                  N
## 6822   EZYV6822          Asia            Bachelor's                  N
## 6823   EZYV6823 North America            Bachelor's                  Y
## 6824   EZYV6824          Asia              Master's                  Y
## 6825   EZYV6825          Asia            Bachelor's                  N
## 6826   EZYV6826          Asia              Master's                  N
## 6827   EZYV6827        Europe            Bachelor's                  Y
## 6830   EZYV6830          Asia            Bachelor's                  Y
## 6831   EZYV6831 North America              Master's                  Y
## 6832   EZYV6832          Asia              Master's                  Y
## 6834   EZYV6834 North America              Master's                  Y
## 6835   EZYV6835          Asia            Bachelor's                  Y
## 6836   EZYV6836          Asia              Master's                  Y
## 6837   EZYV6837          Asia           High School                  Y
## 6838   EZYV6838          Asia              Master's                  Y
## 6839   EZYV6839          Asia            Bachelor's                  Y
## 6840   EZYV6840 North America            Bachelor's                  Y
## 6841   EZYV6841 South America             Doctorate                  Y
## 6842   EZYV6842          Asia             Doctorate                  Y
## 6844   EZYV6844        Europe            Bachelor's                  N
## 6845   EZYV6845          Asia            Bachelor's                  Y
## 6846   EZYV6846          Asia             Doctorate                  Y
## 6847   EZYV6847          Asia            Bachelor's                  N
## 6848   EZYV6848        Europe              Master's                  N
## 6849   EZYV6849          Asia            Bachelor's                  Y
## 6850   EZYV6850          Asia              Master's                  Y
## 6852   EZYV6852          Asia              Master's                  N
## 6853   EZYV6853          Asia              Master's                  N
## 6854   EZYV6854          Asia            Bachelor's                  N
## 6855   EZYV6855          Asia              Master's                  N
## 6856   EZYV6856          Asia           High School                  Y
## 6858   EZYV6858          Asia              Master's                  Y
## 6860   EZYV6860          Asia           High School                  Y
## 6861   EZYV6861          Asia            Bachelor's                  N
## 6863   EZYV6863 North America             Doctorate                  Y
## 6864   EZYV6864          Asia              Master's                  Y
## 6865   EZYV6865          Asia            Bachelor's                  N
## 6866   EZYV6866          Asia            Bachelor's                  N
## 6867   EZYV6867        Europe             Doctorate                  N
## 6869   EZYV6869 North America              Master's                  Y
## 6870   EZYV6870          Asia              Master's                  N
## 6872   EZYV6872          Asia            Bachelor's                  Y
## 6876   EZYV6876          Asia           High School                  Y
## 6877   EZYV6877        Europe              Master's                  N
## 6879   EZYV6879          Asia           High School                  Y
## 6880   EZYV6880          Asia              Master's                  Y
## 6882   EZYV6882        Europe            Bachelor's                  N
## 6883   EZYV6883          Asia           High School                  Y
## 6884   EZYV6884          Asia            Bachelor's                  N
## 6886   EZYV6886 North America            Bachelor's                  Y
## 6887   EZYV6887          Asia              Master's                  N
## 6889   EZYV6889        Europe             Doctorate                  Y
## 6890   EZYV6890          Asia           High School                  Y
## 6892   EZYV6892          Asia              Master's                  Y
## 6893   EZYV6893 North America              Master's                  Y
## 6894   EZYV6894          Asia            Bachelor's                  Y
## 6895   EZYV6895          Asia            Bachelor's                  Y
## 6896   EZYV6896        Africa            Bachelor's                  Y
## 6897   EZYV6897          Asia            Bachelor's                  Y
## 6899   EZYV6899          Asia            Bachelor's                  Y
## 6900   EZYV6900 North America            Bachelor's                  Y
## 6901   EZYV6901        Europe            Bachelor's                  Y
## 6902   EZYV6902          Asia              Master's                  Y
## 6904   EZYV6904          Asia            Bachelor's                  N
## 6905   EZYV6905          Asia            Bachelor's                  Y
## 6906   EZYV6906 South America            Bachelor's                  Y
## 6907   EZYV6907 North America             Doctorate                  Y
## 6908   EZYV6908          Asia            Bachelor's                  Y
## 6911   EZYV6911 South America            Bachelor's                  N
## 6912   EZYV6912          Asia            Bachelor's                  Y
## 6913   EZYV6913          Asia              Master's                  Y
## 6914   EZYV6914          Asia              Master's                  Y
## 6915   EZYV6915          Asia            Bachelor's                  N
## 6916   EZYV6916        Europe           High School                  Y
## 6917   EZYV6917          Asia            Bachelor's                  Y
## 6918   EZYV6918          Asia            Bachelor's                  Y
## 6919   EZYV6919        Europe           High School                  Y
## 6920   EZYV6920 North America             Doctorate                  N
## 6922   EZYV6922        Africa              Master's                  N
## 6923   EZYV6923          Asia            Bachelor's                  Y
## 6925   EZYV6925          Asia              Master's                  Y
## 6926   EZYV6926          Asia              Master's                  N
## 6927   EZYV6927          Asia              Master's                  Y
## 6928   EZYV6928          Asia            Bachelor's                  Y
## 6929   EZYV6929        Europe              Master's                  Y
## 6930   EZYV6930          Asia              Master's                  N
## 6931   EZYV6931        Europe             Doctorate                  Y
## 6932   EZYV6932        Europe              Master's                  N
## 6935   EZYV6935          Asia            Bachelor's                  N
## 6936   EZYV6936          Asia           High School                  Y
## 6937   EZYV6937          Asia            Bachelor's                  Y
## 6938   EZYV6938          Asia              Master's                  N
## 6939   EZYV6939 North America            Bachelor's                  Y
## 6940   EZYV6940          Asia              Master's                  N
## 6941   EZYV6941 South America              Master's                  N
## 6942   EZYV6942          Asia              Master's                  Y
## 6943   EZYV6943          Asia           High School                  N
## 6945   EZYV6945          Asia            Bachelor's                  Y
## 6948   EZYV6948          Asia            Bachelor's                  N
## 6949   EZYV6949          Asia            Bachelor's                  Y
## 6950   EZYV6950          Asia              Master's                  Y
## 6951   EZYV6951          Asia             Doctorate                  N
## 6952   EZYV6952          Asia            Bachelor's                  N
## 6953   EZYV6953 South America             Doctorate                  Y
## 6954   EZYV6954       Oceania            Bachelor's                  N
## 6956   EZYV6956          Asia            Bachelor's                  Y
## 6957   EZYV6957          Asia            Bachelor's                  N
## 6958   EZYV6958        Europe              Master's                  Y
## 6960   EZYV6960          Asia            Bachelor's                  Y
## 6961   EZYV6961          Asia              Master's                  N
## 6963   EZYV6963        Europe              Master's                  N
## 6964   EZYV6964        Europe              Master's                  N
## 6965   EZYV6965          Asia              Master's                  Y
## 6966   EZYV6966          Asia           High School                  N
## 6967   EZYV6967          Asia              Master's                  Y
## 6968   EZYV6968          Asia           High School                  Y
## 6970   EZYV6970          Asia            Bachelor's                  Y
## 6971   EZYV6971          Asia              Master's                  Y
## 6972   EZYV6972          Asia              Master's                  N
## 6973   EZYV6973          Asia            Bachelor's                  N
## 6974   EZYV6974          Asia           High School                  Y
## 6975   EZYV6975          Asia            Bachelor's                  N
## 6977   EZYV6977          Asia              Master's                  Y
## 6979   EZYV6979          Asia              Master's                  Y
## 6981   EZYV6981          Asia           High School                  Y
## 6982   EZYV6982          Asia            Bachelor's                  Y
## 6983   EZYV6983          Asia             Doctorate                  N
## 6984   EZYV6984 South America              Master's                  Y
## 6985   EZYV6985          Asia            Bachelor's                  Y
## 6986   EZYV6986        Europe             Doctorate                  N
## 6991   EZYV6991          Asia            Bachelor's                  N
## 6992   EZYV6992          Asia              Master's                  N
## 6993   EZYV6993          Asia            Bachelor's                  N
## 6994   EZYV6994          Asia              Master's                  Y
## 6996   EZYV6996          Asia              Master's                  Y
## 6997   EZYV6997          Asia            Bachelor's                  Y
## 6999   EZYV6999        Europe              Master's                  Y
## 7000   EZYV7000 South America            Bachelor's                  Y
## 7001   EZYV7001 North America            Bachelor's                  N
## 7002   EZYV7002 North America             Doctorate                  N
## 7003   EZYV7003 North America              Master's                  N
## 7004   EZYV7004          Asia              Master's                  Y
## 7005   EZYV7005          Asia            Bachelor's                  Y
## 7006   EZYV7006          Asia              Master's                  N
## 7008   EZYV7008 North America            Bachelor's                  N
## 7009   EZYV7009          Asia            Bachelor's                  N
## 7010   EZYV7010 North America            Bachelor's                  Y
## 7012   EZYV7012 North America              Master's                  N
## 7015   EZYV7015          Asia            Bachelor's                  N
## 7017   EZYV7017          Asia              Master's                  Y
## 7018   EZYV7018          Asia            Bachelor's                  N
## 7019   EZYV7019          Asia              Master's                  Y
## 7020   EZYV7020          Asia              Master's                  Y
## 7023   EZYV7023          Asia            Bachelor's                  N
## 7024   EZYV7024          Asia            Bachelor's                  N
## 7025   EZYV7025          Asia           High School                  N
## 7026   EZYV7026 North America            Bachelor's                  Y
## 7027   EZYV7027          Asia              Master's                  N
## 7028   EZYV7028          Asia           High School                  Y
## 7029   EZYV7029          Asia            Bachelor's                  N
## 7030   EZYV7030          Asia            Bachelor's                  Y
## 7031   EZYV7031          Asia            Bachelor's                  Y
## 7032   EZYV7032          Asia             Doctorate                  N
## 7033   EZYV7033          Asia              Master's                  Y
## 7034   EZYV7034 North America            Bachelor's                  N
## 7035   EZYV7035        Europe           High School                  N
## 7036   EZYV7036          Asia            Bachelor's                  N
## 7037   EZYV7037 North America              Master's                  Y
## 7038   EZYV7038        Africa              Master's                  Y
## 7039   EZYV7039          Asia            Bachelor's                  Y
## 7040   EZYV7040          Asia            Bachelor's                  Y
## 7041   EZYV7041 North America            Bachelor's                  Y
## 7042   EZYV7042          Asia              Master's                  N
## 7043   EZYV7043          Asia            Bachelor's                  N
## 7044   EZYV7044        Europe              Master's                  Y
## 7045   EZYV7045        Europe              Master's                  Y
## 7046   EZYV7046          Asia            Bachelor's                  N
## 7047   EZYV7047        Europe            Bachelor's                  Y
## 7048   EZYV7048        Africa              Master's                  N
## 7049   EZYV7049       Oceania              Master's                  N
## 7050   EZYV7050 South America              Master's                  Y
## 7052   EZYV7052          Asia              Master's                  N
## 7054   EZYV7054          Asia            Bachelor's                  N
## 7055   EZYV7055          Asia              Master's                  Y
## 7057   EZYV7057          Asia              Master's                  N
## 7058   EZYV7058 North America              Master's                  Y
## 7059   EZYV7059        Europe             Doctorate                  Y
## 7060   EZYV7060        Europe           High School                  N
## 7061   EZYV7061          Asia            Bachelor's                  Y
## 7062   EZYV7062 North America              Master's                  N
## 7063   EZYV7063          Asia              Master's                  Y
## 7064   EZYV7064 South America              Master's                  Y
## 7065   EZYV7065          Asia              Master's                  Y
## 7066   EZYV7066 North America             Doctorate                  N
## 7067   EZYV7067          Asia           High School                  Y
## 7068   EZYV7068          Asia              Master's                  Y
## 7069   EZYV7069          Asia            Bachelor's                  N
## 7070   EZYV7070          Asia              Master's                  Y
## 7071   EZYV7071          Asia            Bachelor's                  Y
## 7072   EZYV7072        Europe            Bachelor's                  N
## 7073   EZYV7073          Asia           High School                  N
## 7074   EZYV7074 South America              Master's                  Y
## 7075   EZYV7075          Asia             Doctorate                  Y
## 7077   EZYV7077 North America            Bachelor's                  N
## 7078   EZYV7078          Asia            Bachelor's                  Y
## 7079   EZYV7079          Asia            Bachelor's                  Y
## 7081   EZYV7081        Europe              Master's                  Y
## 7082   EZYV7082          Asia             Doctorate                  N
## 7083   EZYV7083          Asia              Master's                  N
## 7084   EZYV7084          Asia            Bachelor's                  Y
## 7085   EZYV7085          Asia            Bachelor's                  Y
## 7086   EZYV7086          Asia            Bachelor's                  N
## 7088   EZYV7088          Asia            Bachelor's                  N
## 7089   EZYV7089          Asia            Bachelor's                  Y
## 7091   EZYV7091          Asia              Master's                  Y
## 7092   EZYV7092          Asia           High School                  Y
## 7093   EZYV7093        Europe            Bachelor's                  Y
## 7094   EZYV7094        Europe              Master's                  Y
## 7096   EZYV7096        Europe              Master's                  Y
## 7097   EZYV7097          Asia           High School                  Y
## 7099   EZYV7099          Asia              Master's                  Y
## 7100   EZYV7100          Asia             Doctorate                  Y
## 7101   EZYV7101          Asia           High School                  N
## 7102   EZYV7102 North America             Doctorate                  N
## 7103   EZYV7103          Asia            Bachelor's                  N
## 7104   EZYV7104          Asia            Bachelor's                  Y
## 7105   EZYV7105          Asia              Master's                  Y
## 7107   EZYV7107          Asia            Bachelor's                  N
## 7108   EZYV7108 North America             Doctorate                  Y
## 7109   EZYV7109          Asia              Master's                  Y
## 7110   EZYV7110          Asia             Doctorate                  N
## 7111   EZYV7111          Asia              Master's                  N
## 7112   EZYV7112 South America            Bachelor's                  Y
## 7115   EZYV7115 North America            Bachelor's                  Y
## 7118   EZYV7118          Asia            Bachelor's                  N
## 7119   EZYV7119          Asia            Bachelor's                  N
## 7120   EZYV7120          Asia            Bachelor's                  Y
## 7121   EZYV7121        Europe             Doctorate                  N
## 7122   EZYV7122          Asia              Master's                  N
## 7123   EZYV7123          Asia            Bachelor's                  Y
## 7124   EZYV7124 North America            Bachelor's                  Y
## 7125   EZYV7125          Asia              Master's                  Y
## 7126   EZYV7126          Asia           High School                  Y
## 7128   EZYV7128 North America              Master's                  Y
## 7129   EZYV7129          Asia            Bachelor's                  N
## 7130   EZYV7130          Asia            Bachelor's                  Y
## 7131   EZYV7131          Asia           High School                  N
## 7132   EZYV7132          Asia              Master's                  N
## 7133   EZYV7133          Asia            Bachelor's                  N
## 7135   EZYV7135        Europe             Doctorate                  Y
## 7136   EZYV7136          Asia             Doctorate                  N
## 7137   EZYV7137 North America           High School                  Y
## 7139   EZYV7139          Asia              Master's                  N
## 7140   EZYV7140 North America              Master's                  N
## 7141   EZYV7141          Asia              Master's                  Y
## 7143   EZYV7143          Asia            Bachelor's                  N
## 7144   EZYV7144 North America              Master's                  N
## 7145   EZYV7145          Asia              Master's                  Y
## 7146   EZYV7146          Asia              Master's                  Y
## 7148   EZYV7148        Europe              Master's                  Y
## 7149   EZYV7149 North America              Master's                  Y
## 7152   EZYV7152          Asia            Bachelor's                  Y
## 7153   EZYV7153          Asia            Bachelor's                  N
## 7154   EZYV7154        Europe              Master's                  Y
## 7155   EZYV7155          Asia              Master's                  Y
## 7157   EZYV7157 South America              Master's                  N
## 7158   EZYV7158          Asia            Bachelor's                  N
## 7160   EZYV7160          Asia           High School                  N
## 7161   EZYV7161          Asia            Bachelor's                  N
## 7162   EZYV7162          Asia            Bachelor's                  Y
## 7163   EZYV7163          Asia              Master's                  Y
## 7164   EZYV7164          Asia            Bachelor's                  N
## 7165   EZYV7165          Asia              Master's                  Y
## 7166   EZYV7166          Asia              Master's                  N
## 7167   EZYV7167        Europe              Master's                  N
## 7168   EZYV7168          Asia           High School                  Y
## 7170   EZYV7170          Asia             Doctorate                  N
## 7171   EZYV7171          Asia            Bachelor's                  Y
## 7172   EZYV7172 North America            Bachelor's                  N
## 7173   EZYV7173          Asia            Bachelor's                  N
## 7174   EZYV7174          Asia              Master's                  Y
## 7175   EZYV7175          Asia              Master's                  Y
## 7176   EZYV7176          Asia            Bachelor's                  Y
## 7177   EZYV7177          Asia            Bachelor's                  N
## 7178   EZYV7178        Europe             Doctorate                  Y
## 7179   EZYV7179          Asia              Master's                  N
## 7180   EZYV7180          Asia              Master's                  Y
## 7182   EZYV7182          Asia            Bachelor's                  Y
## 7183   EZYV7183          Asia            Bachelor's                  Y
## 7184   EZYV7184       Oceania              Master's                  N
## 7187   EZYV7187          Asia            Bachelor's                  N
## 7188   EZYV7188          Asia              Master's                  N
## 7189   EZYV7189          Asia            Bachelor's                  Y
## 7190   EZYV7190 North America            Bachelor's                  Y
## 7191   EZYV7191          Asia            Bachelor's                  N
## 7192   EZYV7192        Europe              Master's                  Y
## 7193   EZYV7193 North America            Bachelor's                  Y
## 7194   EZYV7194          Asia            Bachelor's                  Y
## 7195   EZYV7195          Asia           High School                  N
## 7196   EZYV7196          Asia            Bachelor's                  Y
## 7197   EZYV7197          Asia              Master's                  Y
## 7198   EZYV7198 South America            Bachelor's                  N
## 7200   EZYV7200 North America            Bachelor's                  N
## 7201   EZYV7201          Asia            Bachelor's                  Y
## 7202   EZYV7202 North America              Master's                  N
## 7203   EZYV7203 North America            Bachelor's                  Y
## 7204   EZYV7204          Asia            Bachelor's                  Y
## 7205   EZYV7205          Asia            Bachelor's                  Y
## 7206   EZYV7206          Asia            Bachelor's                  Y
## 7208   EZYV7208          Asia            Bachelor's                  Y
## 7209   EZYV7209 North America            Bachelor's                  N
## 7210   EZYV7210 South America            Bachelor's                  N
## 7211   EZYV7211          Asia            Bachelor's                  Y
## 7212   EZYV7212 South America              Master's                  Y
## 7214   EZYV7214          Asia            Bachelor's                  Y
## 7215   EZYV7215          Asia            Bachelor's                  Y
## 7216   EZYV7216 South America              Master's                  N
## 7217   EZYV7217          Asia            Bachelor's                  Y
## 7218   EZYV7218          Asia            Bachelor's                  N
## 7219   EZYV7219 North America              Master's                  N
## 7220   EZYV7220          Asia            Bachelor's                  Y
## 7221   EZYV7221          Asia              Master's                  Y
## 7223   EZYV7223          Asia            Bachelor's                  N
## 7224   EZYV7224          Asia              Master's                  Y
## 7225   EZYV7225        Europe             Doctorate                  N
## 7226   EZYV7226          Asia            Bachelor's                  Y
## 7230   EZYV7230        Europe           High School                  Y
## 7231   EZYV7231          Asia           High School                  N
## 7232   EZYV7232          Asia             Doctorate                  Y
## 7233   EZYV7233          Asia              Master's                  Y
## 7234   EZYV7234          Asia            Bachelor's                  Y
## 7236   EZYV7236          Asia             Doctorate                  Y
## 7237   EZYV7237          Asia              Master's                  Y
## 7238   EZYV7238          Asia              Master's                  N
## 7239   EZYV7239 North America              Master's                  Y
## 7240   EZYV7240          Asia              Master's                  N
## 7242   EZYV7242          Asia             Doctorate                  Y
## 7243   EZYV7243          Asia              Master's                  Y
## 7244   EZYV7244 South America            Bachelor's                  N
## 7245   EZYV7245 North America            Bachelor's                  Y
## 7246   EZYV7246          Asia            Bachelor's                  Y
## 7247   EZYV7247          Asia            Bachelor's                  Y
## 7249   EZYV7249          Asia             Doctorate                  N
## 7250   EZYV7250          Asia            Bachelor's                  Y
## 7251   EZYV7251          Asia              Master's                  Y
## 7253   EZYV7253        Europe            Bachelor's                  Y
## 7254   EZYV7254          Asia           High School                  Y
## 7255   EZYV7255       Oceania            Bachelor's                  N
## 7257   EZYV7257 North America           High School                  Y
## 7258   EZYV7258          Asia            Bachelor's                  N
## 7259   EZYV7259          Asia           High School                  N
## 7261   EZYV7261          Asia              Master's                  Y
## 7262   EZYV7262 North America              Master's                  N
## 7263   EZYV7263          Asia           High School                  N
## 7264   EZYV7264          Asia           High School                  Y
## 7265   EZYV7265          Asia              Master's                  N
## 7266   EZYV7266          Asia            Bachelor's                  Y
## 7267   EZYV7267          Asia            Bachelor's                  Y
## 7268   EZYV7268          Asia              Master's                  Y
## 7269   EZYV7269        Europe             Doctorate                  Y
## 7270   EZYV7270          Asia             Doctorate                  Y
## 7273   EZYV7273        Europe            Bachelor's                  Y
## 7275   EZYV7275          Asia              Master's                  N
## 7278   EZYV7278          Asia              Master's                  Y
## 7279   EZYV7279        Europe            Bachelor's                  Y
## 7280   EZYV7280        Europe            Bachelor's                  Y
## 7281   EZYV7281        Europe              Master's                  Y
## 7282   EZYV7282          Asia           High School                  N
## 7283   EZYV7283          Asia             Doctorate                  N
## 7284   EZYV7284          Asia              Master's                  Y
## 7286   EZYV7286          Asia            Bachelor's                  Y
## 7287   EZYV7287        Europe           High School                  Y
## 7288   EZYV7288          Asia            Bachelor's                  Y
## 7289   EZYV7289          Asia           High School                  Y
## 7292   EZYV7292        Europe            Bachelor's                  Y
## 7293   EZYV7293          Asia              Master's                  Y
## 7294   EZYV7294          Asia              Master's                  Y
## 7295   EZYV7295          Asia            Bachelor's                  Y
## 7296   EZYV7296          Asia            Bachelor's                  Y
## 7298   EZYV7298 North America            Bachelor's                  N
## 7300   EZYV7300 North America            Bachelor's                  Y
## 7302   EZYV7302          Asia              Master's                  Y
## 7303   EZYV7303 North America            Bachelor's                  N
## 7304   EZYV7304        Europe             Doctorate                  Y
## 7305   EZYV7305        Europe              Master's                  Y
## 7306   EZYV7306          Asia           High School                  N
## 7307   EZYV7307 North America             Doctorate                  Y
## 7309   EZYV7309          Asia              Master's                  N
## 7310   EZYV7310          Asia              Master's                  Y
## 7311   EZYV7311          Asia              Master's                  N
## 7312   EZYV7312          Asia             Doctorate                  N
## 7315   EZYV7315          Asia            Bachelor's                  Y
## 7316   EZYV7316        Europe             Doctorate                  N
## 7317   EZYV7317          Asia             Doctorate                  N
## 7318   EZYV7318 North America           High School                  Y
## 7319   EZYV7319          Asia            Bachelor's                  Y
## 7320   EZYV7320          Asia           High School                  N
## 7323   EZYV7323          Asia              Master's                  N
## 7324   EZYV7324 South America            Bachelor's                  Y
## 7325   EZYV7325        Africa              Master's                  N
## 7327   EZYV7327          Asia             Doctorate                  N
## 7328   EZYV7328        Europe            Bachelor's                  N
## 7329   EZYV7329          Asia           High School                  Y
## 7330   EZYV7330          Asia              Master's                  Y
## 7331   EZYV7331          Asia            Bachelor's                  N
## 7332   EZYV7332 North America             Doctorate                  Y
## 7333   EZYV7333        Europe             Doctorate                  N
## 7334   EZYV7334          Asia              Master's                  Y
## 7335   EZYV7335          Asia              Master's                  Y
## 7336   EZYV7336          Asia           High School                  Y
## 7337   EZYV7337 North America              Master's                  Y
## 7338   EZYV7338          Asia            Bachelor's                  Y
## 7339   EZYV7339          Asia            Bachelor's                  Y
## 7340   EZYV7340          Asia            Bachelor's                  N
## 7341   EZYV7341          Asia           High School                  Y
## 7342   EZYV7342        Europe            Bachelor's                  Y
## 7344   EZYV7344 North America            Bachelor's                  N
## 7345   EZYV7345          Asia           High School                  Y
## 7347   EZYV7347        Europe             Doctorate                  Y
## 7349   EZYV7349        Europe              Master's                  N
## 7350   EZYV7350          Asia              Master's                  Y
## 7351   EZYV7351          Asia            Bachelor's                  N
## 7352   EZYV7352          Asia              Master's                  N
## 7353   EZYV7353 North America            Bachelor's                  Y
## 7354   EZYV7354          Asia           High School                  Y
## 7355   EZYV7355          Asia            Bachelor's                  Y
## 7356   EZYV7356          Asia            Bachelor's                  Y
## 7357   EZYV7357          Asia            Bachelor's                  Y
## 7358   EZYV7358          Asia              Master's                  N
## 7360   EZYV7360          Asia            Bachelor's                  N
## 7361   EZYV7361          Asia              Master's                  N
## 7362   EZYV7362          Asia             Doctorate                  N
## 7363   EZYV7363        Europe            Bachelor's                  N
## 7364   EZYV7364          Asia            Bachelor's                  N
## 7365   EZYV7365          Asia              Master's                  Y
## 7366   EZYV7366 South America            Bachelor's                  Y
## 7367   EZYV7367          Asia            Bachelor's                  Y
## 7369   EZYV7369          Asia              Master's                  Y
## 7370   EZYV7370          Asia              Master's                  N
## 7373   EZYV7373          Asia            Bachelor's                  Y
## 7374   EZYV7374          Asia            Bachelor's                  Y
## 7376   EZYV7376 North America              Master's                  Y
## 7377   EZYV7377          Asia            Bachelor's                  Y
## 7378   EZYV7378          Asia              Master's                  N
## 7379   EZYV7379          Asia            Bachelor's                  Y
## 7381   EZYV7381          Asia            Bachelor's                  Y
## 7382   EZYV7382        Europe            Bachelor's                  N
## 7383   EZYV7383          Asia            Bachelor's                  Y
## 7384   EZYV7384          Asia            Bachelor's                  Y
## 7385   EZYV7385          Asia            Bachelor's                  Y
## 7386   EZYV7386          Asia              Master's                  N
## 7387   EZYV7387          Asia            Bachelor's                  N
## 7388   EZYV7388 North America           High School                  Y
## 7389   EZYV7389          Asia            Bachelor's                  Y
## 7390   EZYV7390        Europe              Master's                  N
## 7393   EZYV7393 South America             Doctorate                  N
## 7394   EZYV7394 North America           High School                  Y
## 7395   EZYV7395          Asia              Master's                  Y
## 7396   EZYV7396          Asia              Master's                  Y
## 7397   EZYV7397 North America           High School                  Y
## 7398   EZYV7398          Asia             Doctorate                  Y
## 7399   EZYV7399          Asia              Master's                  N
## 7401   EZYV7401          Asia              Master's                  Y
## 7402   EZYV7402        Europe              Master's                  Y
## 7403   EZYV7403          Asia              Master's                  Y
## 7404   EZYV7404          Asia            Bachelor's                  N
## 7405   EZYV7405        Europe             Doctorate                  Y
## 7406   EZYV7406          Asia            Bachelor's                  N
## 7407   EZYV7407          Asia             Doctorate                  N
## 7408   EZYV7408          Asia              Master's                  N
## 7409   EZYV7409          Asia              Master's                  Y
## 7410   EZYV7410          Asia             Doctorate                  Y
## 7411   EZYV7411          Asia            Bachelor's                  Y
## 7412   EZYV7412          Asia            Bachelor's                  N
## 7413   EZYV7413          Asia              Master's                  N
## 7414   EZYV7414          Asia              Master's                  Y
## 7415   EZYV7415          Asia            Bachelor's                  Y
## 7416   EZYV7416          Asia              Master's                  Y
## 7417   EZYV7417 North America            Bachelor's                  Y
## 7418   EZYV7418          Asia              Master's                  Y
## 7419   EZYV7419          Asia           High School                  Y
## 7420   EZYV7420          Asia              Master's                  N
## 7421   EZYV7421 North America            Bachelor's                  Y
## 7422   EZYV7422          Asia              Master's                  Y
## 7423   EZYV7423          Asia            Bachelor's                  Y
## 7424   EZYV7424          Asia           High School                  N
## 7426   EZYV7426          Asia           High School                  N
## 7427   EZYV7427          Asia            Bachelor's                  N
## 7429   EZYV7429          Asia            Bachelor's                  Y
## 7432   EZYV7432          Asia            Bachelor's                  Y
## 7434   EZYV7434          Asia              Master's                  N
## 7435   EZYV7435          Asia             Doctorate                  Y
## 7436   EZYV7436 North America            Bachelor's                  N
## 7437   EZYV7437          Asia           High School                  N
## 7438   EZYV7438          Asia              Master's                  N
## 7439   EZYV7439          Asia            Bachelor's                  Y
## 7440   EZYV7440          Asia              Master's                  Y
## 7441   EZYV7441          Asia              Master's                  N
## 7443   EZYV7443          Asia            Bachelor's                  N
## 7445   EZYV7445          Asia            Bachelor's                  Y
## 7446   EZYV7446        Europe           High School                  Y
## 7449   EZYV7449          Asia           High School                  Y
## 7451   EZYV7451          Asia            Bachelor's                  Y
## 7452   EZYV7452          Asia            Bachelor's                  N
## 7453   EZYV7453          Asia           High School                  Y
## 7454   EZYV7454          Asia           High School                  Y
## 7456   EZYV7456        Europe            Bachelor's                  Y
## 7457   EZYV7457          Asia             Doctorate                  Y
## 7458   EZYV7458          Asia           High School                  Y
## 7461   EZYV7461          Asia              Master's                  N
## 7462   EZYV7462          Asia            Bachelor's                  Y
## 7463   EZYV7463 North America            Bachelor's                  N
## 7464   EZYV7464          Asia              Master's                  N
## 7465   EZYV7465          Asia            Bachelor's                  Y
## 7466   EZYV7466          Asia              Master's                  N
## 7468   EZYV7468        Europe              Master's                  N
## 7471   EZYV7471        Europe             Doctorate                  N
## 7474   EZYV7474 South America            Bachelor's                  N
## 7476   EZYV7476          Asia            Bachelor's                  N
## 7477   EZYV7477          Asia              Master's                  Y
## 7478   EZYV7478          Asia              Master's                  Y
## 7479   EZYV7479          Asia             Doctorate                  Y
## 7480   EZYV7480 North America              Master's                  N
## 7482   EZYV7482 South America             Doctorate                  N
## 7484   EZYV7484          Asia              Master's                  Y
## 7486   EZYV7486          Asia              Master's                  N
## 7487   EZYV7487        Europe             Doctorate                  N
## 7488   EZYV7488 South America             Doctorate                  N
## 7489   EZYV7489        Europe             Doctorate                  Y
## 7491   EZYV7491          Asia            Bachelor's                  N
## 7493   EZYV7493          Asia            Bachelor's                  N
## 7494   EZYV7494 North America              Master's                  Y
## 7495   EZYV7495 North America            Bachelor's                  Y
## 7499   EZYV7499          Asia              Master's                  N
## 7500   EZYV7500        Europe            Bachelor's                  Y
## 7501   EZYV7501          Asia              Master's                  N
## 7504   EZYV7504 North America           High School                  N
## 7505   EZYV7505          Asia           High School                  Y
## 7506   EZYV7506 North America            Bachelor's                  N
## 7507   EZYV7507          Asia            Bachelor's                  Y
## 7508   EZYV7508          Asia            Bachelor's                  Y
## 7509   EZYV7509          Asia              Master's                  Y
## 7510   EZYV7510          Asia              Master's                  Y
## 7512   EZYV7512          Asia            Bachelor's                  Y
## 7513   EZYV7513          Asia            Bachelor's                  Y
## 7514   EZYV7514          Asia            Bachelor's                  N
## 7516   EZYV7516          Asia            Bachelor's                  Y
## 7517   EZYV7517          Asia              Master's                  N
## 7518   EZYV7518          Asia              Master's                  N
## 7519   EZYV7519          Asia              Master's                  Y
## 7520   EZYV7520          Asia            Bachelor's                  Y
## 7521   EZYV7521 North America            Bachelor's                  Y
## 7522   EZYV7522 North America              Master's                  N
## 7523   EZYV7523          Asia            Bachelor's                  Y
## 7524   EZYV7524          Asia            Bachelor's                  Y
## 7525   EZYV7525          Asia             Doctorate                  N
## 7526   EZYV7526 North America              Master's                  N
## 7527   EZYV7527 North America            Bachelor's                  Y
## 7528   EZYV7528          Asia              Master's                  Y
## 7529   EZYV7529        Europe            Bachelor's                  N
## 7532   EZYV7532          Asia              Master's                  N
## 7533   EZYV7533          Asia           High School                  N
## 7534   EZYV7534 South America           High School                  N
## 7535   EZYV7535          Asia            Bachelor's                  Y
## 7536   EZYV7536          Asia            Bachelor's                  N
## 7537   EZYV7537          Asia              Master's                  Y
## 7538   EZYV7538          Asia            Bachelor's                  Y
## 7539   EZYV7539          Asia              Master's                  N
## 7540   EZYV7540        Europe            Bachelor's                  N
## 7541   EZYV7541          Asia            Bachelor's                  Y
## 7542   EZYV7542          Asia              Master's                  Y
## 7543   EZYV7543        Europe            Bachelor's                  Y
## 7544   EZYV7544          Asia            Bachelor's                  Y
## 7545   EZYV7545          Asia           High School                  N
## 7546   EZYV7546          Asia              Master's                  N
## 7547   EZYV7547          Asia           High School                  N
## 7548   EZYV7548          Asia            Bachelor's                  Y
## 7550   EZYV7550 North America            Bachelor's                  Y
## 7551   EZYV7551 North America            Bachelor's                  Y
## 7552   EZYV7552        Europe            Bachelor's                  Y
## 7553   EZYV7553          Asia           High School                  N
## 7555   EZYV7555          Asia            Bachelor's                  Y
## 7557   EZYV7557 North America            Bachelor's                  Y
## 7558   EZYV7558          Asia            Bachelor's                  N
## 7560   EZYV7560          Asia            Bachelor's                  N
## 7561   EZYV7561          Asia           High School                  Y
## 7562   EZYV7562        Europe            Bachelor's                  N
## 7563   EZYV7563 South America              Master's                  Y
## 7564   EZYV7564        Africa              Master's                  Y
## 7565   EZYV7565          Asia            Bachelor's                  Y
## 7566   EZYV7566          Asia              Master's                  N
## 7567   EZYV7567          Asia           High School                  Y
## 7568   EZYV7568 North America              Master's                  Y
## 7569   EZYV7569          Asia              Master's                  N
## 7571   EZYV7571          Asia              Master's                  N
## 7572   EZYV7572        Europe            Bachelor's                  Y
## 7573   EZYV7573 South America              Master's                  Y
## 7574   EZYV7574 North America            Bachelor's                  Y
## 7576   EZYV7576          Asia            Bachelor's                  Y
## 7578   EZYV7578          Asia              Master's                  N
## 7579   EZYV7579          Asia           High School                  N
## 7580   EZYV7580        Europe              Master's                  Y
## 7582   EZYV7582          Asia            Bachelor's                  Y
## 7586   EZYV7586 North America              Master's                  Y
## 7587   EZYV7587          Asia              Master's                  N
## 7590   EZYV7590 North America              Master's                  Y
## 7591   EZYV7591          Asia              Master's                  N
## 7592   EZYV7592          Asia            Bachelor's                  Y
## 7593   EZYV7593          Asia              Master's                  Y
## 7594   EZYV7594        Europe            Bachelor's                  N
## 7595   EZYV7595 North America              Master's                  N
## 7596   EZYV7596          Asia              Master's                  N
## 7597   EZYV7597          Asia              Master's                  N
## 7598   EZYV7598          Asia            Bachelor's                  Y
## 7599   EZYV7599          Asia              Master's                  Y
## 7600   EZYV7600          Asia            Bachelor's                  N
## 7601   EZYV7601          Asia            Bachelor's                  N
## 7602   EZYV7602        Europe              Master's                  N
## 7604   EZYV7604 North America             Doctorate                  N
## 7605   EZYV7605          Asia            Bachelor's                  Y
## 7606   EZYV7606          Asia              Master's                  Y
## 7607   EZYV7607          Asia              Master's                  Y
## 7608   EZYV7608 North America              Master's                  N
## 7610   EZYV7610 North America            Bachelor's                  Y
## 7612   EZYV7612          Asia            Bachelor's                  N
## 7613   EZYV7613        Europe            Bachelor's                  N
## 7614   EZYV7614 South America           High School                  Y
## 7615   EZYV7615        Europe              Master's                  N
## 7617   EZYV7617          Asia           High School                  Y
## 7618   EZYV7618          Asia            Bachelor's                  N
## 7619   EZYV7619          Asia            Bachelor's                  N
## 7620   EZYV7620        Africa            Bachelor's                  N
## 7621   EZYV7621          Asia              Master's                  Y
## 7623   EZYV7623          Asia           High School                  Y
## 7624   EZYV7624        Europe              Master's                  N
## 7625   EZYV7625 North America            Bachelor's                  Y
## 7626   EZYV7626 North America              Master's                  Y
## 7627   EZYV7627          Asia            Bachelor's                  Y
## 7628   EZYV7628          Asia              Master's                  Y
## 7630   EZYV7630          Asia            Bachelor's                  Y
## 7631   EZYV7631 North America              Master's                  N
## 7632   EZYV7632          Asia              Master's                  Y
## 7633   EZYV7633          Asia            Bachelor's                  Y
## 7634   EZYV7634 North America              Master's                  Y
## 7635   EZYV7635          Asia           High School                  N
## 7636   EZYV7636        Europe              Master's                  Y
## 7637   EZYV7637          Asia            Bachelor's                  N
## 7638   EZYV7638          Asia              Master's                  Y
## 7639   EZYV7639        Europe             Doctorate                  Y
## 7640   EZYV7640          Asia           High School                  N
## 7641   EZYV7641 North America            Bachelor's                  Y
## 7644   EZYV7644          Asia           High School                  Y
## 7645   EZYV7645 South America            Bachelor's                  N
## 7648   EZYV7648        Africa              Master's                  Y
## 7650   EZYV7650          Asia           High School                  Y
## 7651   EZYV7651          Asia            Bachelor's                  Y
## 7652   EZYV7652          Asia              Master's                  Y
## 7653   EZYV7653          Asia            Bachelor's                  Y
## 7654   EZYV7654          Asia            Bachelor's                  Y
## 7656   EZYV7656        Europe              Master's                  Y
## 7658   EZYV7658          Asia            Bachelor's                  N
## 7660   EZYV7660          Asia            Bachelor's                  Y
## 7661   EZYV7661 North America              Master's                  Y
## 7662   EZYV7662          Asia             Doctorate                  N
## 7663   EZYV7663          Asia            Bachelor's                  Y
## 7664   EZYV7664        Africa              Master's                  Y
## 7665   EZYV7665        Europe            Bachelor's                  N
## 7666   EZYV7666          Asia            Bachelor's                  N
## 7667   EZYV7667          Asia           High School                  N
## 7669   EZYV7669          Asia              Master's                  Y
## 7670   EZYV7670          Asia            Bachelor's                  Y
## 7671   EZYV7671        Europe              Master's                  Y
## 7672   EZYV7672          Asia             Doctorate                  N
## 7673   EZYV7673          Asia              Master's                  N
## 7674   EZYV7674 South America            Bachelor's                  N
## 7675   EZYV7675        Europe           High School                  Y
## 7676   EZYV7676          Asia              Master's                  Y
## 7677   EZYV7677          Asia              Master's                  Y
## 7678   EZYV7678          Asia              Master's                  Y
## 7679   EZYV7679          Asia              Master's                  N
## 7680   EZYV7680          Asia           High School                  Y
## 7681   EZYV7681        Africa           High School                  N
## 7682   EZYV7682 South America           High School                  Y
## 7683   EZYV7683 North America              Master's                  Y
## 7684   EZYV7684 South America            Bachelor's                  Y
## 7685   EZYV7685          Asia           High School                  Y
## 7686   EZYV7686          Asia            Bachelor's                  Y
## 7687   EZYV7687          Asia              Master's                  N
## 7689   EZYV7689 North America            Bachelor's                  Y
## 7690   EZYV7690          Asia            Bachelor's                  N
## 7691   EZYV7691          Asia            Bachelor's                  Y
## 7692   EZYV7692          Asia            Bachelor's                  N
## 7694   EZYV7694          Asia            Bachelor's                  N
## 7696   EZYV7696          Asia           High School                  Y
## 7697   EZYV7697          Asia           High School                  N
## 7698   EZYV7698          Asia           High School                  N
## 7699   EZYV7699 North America              Master's                  Y
## 7700   EZYV7700          Asia              Master's                  Y
## 7701   EZYV7701          Asia            Bachelor's                  Y
## 7703   EZYV7703          Asia           High School                  Y
## 7704   EZYV7704          Asia            Bachelor's                  Y
## 7705   EZYV7705          Asia            Bachelor's                  N
## 7706   EZYV7706          Asia           High School                  Y
## 7708   EZYV7708          Asia           High School                  Y
## 7709   EZYV7709          Asia            Bachelor's                  N
## 7710   EZYV7710          Asia             Doctorate                  Y
## 7711   EZYV7711          Asia           High School                  Y
## 7713   EZYV7713          Asia              Master's                  N
## 7714   EZYV7714          Asia              Master's                  Y
## 7715   EZYV7715 South America            Bachelor's                  Y
## 7716   EZYV7716          Asia              Master's                  N
## 7717   EZYV7717          Asia           High School                  N
## 7718   EZYV7718 South America            Bachelor's                  Y
## 7719   EZYV7719          Asia            Bachelor's                  Y
## 7720   EZYV7720          Asia            Bachelor's                  N
## 7721   EZYV7721          Asia            Bachelor's                  Y
## 7722   EZYV7722          Asia            Bachelor's                  N
## 7723   EZYV7723          Asia             Doctorate                  N
## 7724   EZYV7724          Asia              Master's                  Y
## 7725   EZYV7725        Europe            Bachelor's                  Y
## 7726   EZYV7726          Asia              Master's                  N
## 7728   EZYV7728        Europe            Bachelor's                  Y
## 7729   EZYV7729          Asia           High School                  Y
## 7733   EZYV7733        Europe             Doctorate                  N
## 7734   EZYV7734        Europe             Doctorate                  Y
## 7735   EZYV7735 North America            Bachelor's                  N
## 7736   EZYV7736 North America            Bachelor's                  Y
## 7737   EZYV7737          Asia              Master's                  N
## 7739   EZYV7739          Asia              Master's                  N
## 7740   EZYV7740          Asia            Bachelor's                  N
## 7742   EZYV7742 North America              Master's                  Y
## 7743   EZYV7743          Asia            Bachelor's                  N
## 7744   EZYV7744 South America              Master's                  Y
## 7745   EZYV7745          Asia              Master's                  Y
## 7746   EZYV7746          Asia            Bachelor's                  Y
## 7747   EZYV7747          Asia            Bachelor's                  N
## 7749   EZYV7749          Asia           High School                  Y
## 7750   EZYV7750          Asia              Master's                  Y
## 7751   EZYV7751 North America              Master's                  N
## 7752   EZYV7752          Asia              Master's                  N
## 7753   EZYV7753          Asia           High School                  Y
## 7754   EZYV7754        Europe            Bachelor's                  Y
## 7755   EZYV7755          Asia           High School                  Y
## 7756   EZYV7756          Asia            Bachelor's                  Y
## 7757   EZYV7757          Asia            Bachelor's                  Y
## 7758   EZYV7758          Asia             Doctorate                  Y
## 7759   EZYV7759          Asia              Master's                  Y
## 7760   EZYV7760          Asia              Master's                  Y
## 7761   EZYV7761          Asia            Bachelor's                  N
## 7762   EZYV7762          Asia              Master's                  N
## 7764   EZYV7764          Asia            Bachelor's                  Y
## 7767   EZYV7767        Europe              Master's                  N
## 7768   EZYV7768        Europe              Master's                  Y
## 7770   EZYV7770        Europe              Master's                  Y
## 7771   EZYV7771          Asia            Bachelor's                  N
## 7772   EZYV7772 North America              Master's                  Y
## 7773   EZYV7773 North America            Bachelor's                  Y
## 7774   EZYV7774 North America              Master's                  N
## 7776   EZYV7776        Europe              Master's                  N
## 7777   EZYV7777        Europe             Doctorate                  N
## 7778   EZYV7778          Asia             Doctorate                  Y
## 7779   EZYV7779          Asia              Master's                  Y
## 7781   EZYV7781 North America             Doctorate                  N
## 7782   EZYV7782          Asia              Master's                  N
## 7783   EZYV7783          Asia            Bachelor's                  Y
## 7784   EZYV7784          Asia              Master's                  Y
## 7787   EZYV7787          Asia              Master's                  Y
## 7788   EZYV7788 South America            Bachelor's                  Y
## 7789   EZYV7789 North America              Master's                  N
## 7790   EZYV7790 North America             Doctorate                  N
## 7791   EZYV7791          Asia              Master's                  Y
## 7792   EZYV7792          Asia           High School                  Y
## 7794   EZYV7794        Europe            Bachelor's                  N
## 7795   EZYV7795          Asia              Master's                  N
## 7797   EZYV7797 North America           High School                  Y
## 7798   EZYV7798        Europe             Doctorate                  Y
## 7799   EZYV7799          Asia            Bachelor's                  Y
## 7802   EZYV7802          Asia              Master's                  Y
## 7803   EZYV7803          Asia            Bachelor's                  N
## 7804   EZYV7804          Asia           High School                  Y
## 7805   EZYV7805          Asia              Master's                  N
## 7806   EZYV7806          Asia            Bachelor's                  N
## 7807   EZYV7807          Asia            Bachelor's                  Y
## 7808   EZYV7808          Asia              Master's                  Y
## 7809   EZYV7809          Asia           High School                  N
## 7811   EZYV7811          Asia           High School                  N
## 7812   EZYV7812          Asia            Bachelor's                  Y
## 7813   EZYV7813 North America            Bachelor's                  N
## 7816   EZYV7816          Asia           High School                  N
## 7817   EZYV7817        Europe              Master's                  Y
## 7818   EZYV7818          Asia              Master's                  N
## 7819   EZYV7819          Asia              Master's                  N
## 7821   EZYV7821          Asia            Bachelor's                  Y
## 7824   EZYV7824       Oceania              Master's                  N
## 7825   EZYV7825          Asia            Bachelor's                  N
## 7827   EZYV7827          Asia            Bachelor's                  N
## 7829   EZYV7829          Asia           High School                  Y
## 7830   EZYV7830          Asia              Master's                  N
## 7831   EZYV7831          Asia             Doctorate                  Y
## 7832   EZYV7832          Asia             Doctorate                  N
## 7833   EZYV7833          Asia            Bachelor's                  Y
## 7834   EZYV7834          Asia            Bachelor's                  N
## 7835   EZYV7835 North America              Master's                  N
## 7836   EZYV7836          Asia              Master's                  Y
## 7837   EZYV7837        Europe              Master's                  Y
## 7842   EZYV7842          Asia           High School                  Y
## 7843   EZYV7843          Asia            Bachelor's                  Y
## 7845   EZYV7845          Asia            Bachelor's                  Y
## 7846   EZYV7846          Asia              Master's                  Y
## 7847   EZYV7847 North America             Doctorate                  Y
## 7848   EZYV7848          Asia              Master's                  Y
## 7849   EZYV7849          Asia            Bachelor's                  N
## 7850   EZYV7850 North America              Master's                  Y
## 7852   EZYV7852          Asia              Master's                  N
## 7853   EZYV7853 North America            Bachelor's                  Y
## 7855   EZYV7855          Asia              Master's                  Y
## 7856   EZYV7856          Asia            Bachelor's                  N
## 7857   EZYV7857        Europe              Master's                  Y
## 7858   EZYV7858       Oceania            Bachelor's                  Y
## 7860   EZYV7860          Asia            Bachelor's                  Y
## 7861   EZYV7861          Asia            Bachelor's                  Y
## 7862   EZYV7862          Asia           High School                  Y
## 7863   EZYV7863          Asia              Master's                  Y
## 7864   EZYV7864          Asia              Master's                  N
## 7865   EZYV7865          Asia            Bachelor's                  N
## 7866   EZYV7866          Asia             Doctorate                  N
## 7867   EZYV7867          Asia            Bachelor's                  Y
## 7868   EZYV7868          Asia            Bachelor's                  N
## 7869   EZYV7869          Asia           High School                  Y
## 7870   EZYV7870          Asia             Doctorate                  Y
## 7871   EZYV7871 North America            Bachelor's                  Y
## 7872   EZYV7872          Asia           High School                  Y
## 7874   EZYV7874          Asia              Master's                  N
## 7876   EZYV7876 North America              Master's                  N
## 7877   EZYV7877          Asia           High School                  N
## 7878   EZYV7878          Asia            Bachelor's                  Y
## 7879   EZYV7879          Asia              Master's                  N
## 7881   EZYV7881          Asia            Bachelor's                  N
## 7882   EZYV7882       Oceania            Bachelor's                  N
## 7884   EZYV7884        Europe            Bachelor's                  N
## 7885   EZYV7885          Asia            Bachelor's                  Y
## 7886   EZYV7886        Europe              Master's                  Y
## 7890   EZYV7890          Asia              Master's                  Y
## 7891   EZYV7891          Asia           High School                  Y
## 7892   EZYV7892 North America              Master's                  Y
## 7893   EZYV7893        Europe            Bachelor's                  N
## 7894   EZYV7894          Asia            Bachelor's                  N
## 7895   EZYV7895          Asia            Bachelor's                  N
## 7896   EZYV7896          Asia              Master's                  N
## 7897   EZYV7897          Asia              Master's                  Y
## 7898   EZYV7898          Asia             Doctorate                  N
## 7899   EZYV7899          Asia            Bachelor's                  N
## 7901   EZYV7901        Europe            Bachelor's                  Y
## 7903   EZYV7903          Asia            Bachelor's                  Y
## 7904   EZYV7904          Asia           High School                  N
## 7905   EZYV7905          Asia              Master's                  N
## 7906   EZYV7906          Asia            Bachelor's                  N
## 7907   EZYV7907        Europe            Bachelor's                  Y
## 7911   EZYV7911          Asia            Bachelor's                  Y
## 7912   EZYV7912 North America              Master's                  N
## 7913   EZYV7913          Asia            Bachelor's                  N
## 7914   EZYV7914          Asia           High School                  Y
## 7915   EZYV7915          Asia            Bachelor's                  N
## 7916   EZYV7916          Asia              Master's                  Y
## 7917   EZYV7917          Asia            Bachelor's                  Y
## 7918   EZYV7918          Asia            Bachelor's                  N
## 7919   EZYV7919        Europe            Bachelor's                  Y
## 7920   EZYV7920 North America             Doctorate                  Y
## 7921   EZYV7921          Asia            Bachelor's                  Y
## 7922   EZYV7922          Asia            Bachelor's                  Y
## 7923   EZYV7923          Asia              Master's                  Y
## 7924   EZYV7924 South America              Master's                  N
## 7926   EZYV7926 North America              Master's                  Y
## 7927   EZYV7927          Asia            Bachelor's                  Y
## 7928   EZYV7928          Asia              Master's                  Y
## 7929   EZYV7929          Asia             Doctorate                  N
## 7931   EZYV7931 North America              Master's                  Y
## 7932   EZYV7932          Asia              Master's                  N
## 7933   EZYV7933          Asia            Bachelor's                  Y
## 7935   EZYV7935          Asia            Bachelor's                  N
## 7936   EZYV7936        Europe           High School                  Y
## 7937   EZYV7937          Asia              Master's                  N
## 7940   EZYV7940 South America            Bachelor's                  N
## 7941   EZYV7941 North America            Bachelor's                  N
## 7942   EZYV7942          Asia              Master's                  N
## 7943   EZYV7943          Asia            Bachelor's                  N
## 7944   EZYV7944          Asia            Bachelor's                  N
## 7945   EZYV7945          Asia             Doctorate                  Y
## 7946   EZYV7946        Europe              Master's                  Y
## 7947   EZYV7947          Asia             Doctorate                  Y
## 7949   EZYV7949          Asia              Master's                  N
## 7951   EZYV7951          Asia              Master's                  N
## 7952   EZYV7952          Asia            Bachelor's                  Y
## 7953   EZYV7953          Asia            Bachelor's                  N
## 7954   EZYV7954          Asia            Bachelor's                  N
## 7955   EZYV7955        Europe            Bachelor's                  Y
## 7956   EZYV7956          Asia              Master's                  Y
## 7957   EZYV7957        Africa            Bachelor's                  N
## 7958   EZYV7958          Asia            Bachelor's                  Y
## 7959   EZYV7959          Asia              Master's                  Y
## 7960   EZYV7960          Asia           High School                  N
## 7961   EZYV7961          Asia              Master's                  Y
## 7962   EZYV7962          Asia              Master's                  Y
## 7965   EZYV7965          Asia            Bachelor's                  Y
## 7966   EZYV7966          Asia           High School                  Y
## 7969   EZYV7969          Asia            Bachelor's                  N
## 7970   EZYV7970          Asia            Bachelor's                  Y
## 7971   EZYV7971 North America            Bachelor's                  Y
## 7972   EZYV7972          Asia           High School                  Y
## 7973   EZYV7973          Asia            Bachelor's                  Y
## 7974   EZYV7974          Asia           High School                  N
## 7975   EZYV7975          Asia            Bachelor's                  Y
## 7976   EZYV7976        Europe             Doctorate                  N
## 7977   EZYV7977        Europe           High School                  N
## 7978   EZYV7978        Europe             Doctorate                  N
## 7980   EZYV7980          Asia            Bachelor's                  Y
## 7982   EZYV7982          Asia              Master's                  Y
## 7983   EZYV7983          Asia              Master's                  N
## 7984   EZYV7984          Asia              Master's                  Y
## 7985   EZYV7985          Asia           High School                  Y
## 7986   EZYV7986          Asia            Bachelor's                  N
## 7987   EZYV7987          Asia              Master's                  Y
## 7988   EZYV7988        Europe             Doctorate                  Y
## 7989   EZYV7989 North America            Bachelor's                  N
## 7990   EZYV7990 North America              Master's                  Y
## 7993   EZYV7993        Europe             Doctorate                  Y
## 7994   EZYV7994          Asia            Bachelor's                  N
## 7995   EZYV7995 North America              Master's                  N
## 7996   EZYV7996          Asia              Master's                  Y
## 7998   EZYV7998          Asia            Bachelor's                  Y
## 7999   EZYV7999 North America              Master's                  N
## 8000   EZYV8000        Europe            Bachelor's                  Y
## 8001   EZYV8001 South America            Bachelor's                  N
## 8002   EZYV8002          Asia              Master's                  Y
## 8003   EZYV8003          Asia              Master's                  N
## 8004   EZYV8004          Asia              Master's                  Y
## 8005   EZYV8005          Asia            Bachelor's                  N
## 8006   EZYV8006          Asia             Doctorate                  N
## 8008   EZYV8008        Europe            Bachelor's                  Y
## 8010   EZYV8010          Asia           High School                  Y
## 8011   EZYV8011          Asia            Bachelor's                  Y
## 8012   EZYV8012          Asia            Bachelor's                  N
## 8014   EZYV8014          Asia            Bachelor's                  N
## 8016   EZYV8016          Asia             Doctorate                  N
## 8017   EZYV8017        Europe              Master's                  Y
## 8019   EZYV8019          Asia              Master's                  N
## 8020   EZYV8020          Asia              Master's                  Y
## 8021   EZYV8021          Asia              Master's                  Y
## 8022   EZYV8022        Europe             Doctorate                  N
## 8023   EZYV8023          Asia           High School                  Y
## 8024   EZYV8024          Asia            Bachelor's                  N
## 8025   EZYV8025          Asia              Master's                  Y
## 8027   EZYV8027        Europe            Bachelor's                  N
## 8028   EZYV8028          Asia              Master's                  N
## 8029   EZYV8029          Asia              Master's                  N
## 8030   EZYV8030          Asia              Master's                  Y
## 8031   EZYV8031       Oceania            Bachelor's                  N
## 8032   EZYV8032        Europe             Doctorate                  N
## 8035   EZYV8035          Asia            Bachelor's                  Y
## 8036   EZYV8036          Asia              Master's                  Y
## 8037   EZYV8037        Africa            Bachelor's                  Y
## 8039   EZYV8039       Oceania           High School                  Y
## 8041   EZYV8041          Asia              Master's                  N
## 8042   EZYV8042          Asia            Bachelor's                  Y
## 8043   EZYV8043          Asia            Bachelor's                  N
## 8044   EZYV8044          Asia            Bachelor's                  N
## 8045   EZYV8045          Asia           High School                  Y
## 8046   EZYV8046          Asia            Bachelor's                  N
## 8047   EZYV8047          Asia            Bachelor's                  Y
## 8048   EZYV8048          Asia              Master's                  N
## 8049   EZYV8049          Asia            Bachelor's                  Y
## 8050   EZYV8050          Asia            Bachelor's                  Y
## 8052   EZYV8052          Asia            Bachelor's                  Y
## 8053   EZYV8053        Europe             Doctorate                  Y
## 8054   EZYV8054          Asia              Master's                  Y
## 8055   EZYV8055        Europe           High School                  Y
## 8056   EZYV8056        Europe            Bachelor's                  N
## 8057   EZYV8057          Asia              Master's                  N
## 8058   EZYV8058          Asia              Master's                  N
## 8060   EZYV8060          Asia           High School                  Y
## 8061   EZYV8061          Asia              Master's                  Y
## 8062   EZYV8062          Asia              Master's                  Y
## 8063   EZYV8063          Asia           High School                  Y
## 8064   EZYV8064          Asia            Bachelor's                  N
## 8065   EZYV8065          Asia           High School                  Y
## 8066   EZYV8066          Asia           High School                  Y
## 8067   EZYV8067          Asia            Bachelor's                  Y
## 8068   EZYV8068        Europe              Master's                  N
## 8070   EZYV8070          Asia              Master's                  N
## 8071   EZYV8071          Asia              Master's                  Y
## 8072   EZYV8072        Europe             Doctorate                  N
## 8073   EZYV8073          Asia            Bachelor's                  Y
## 8075   EZYV8075 North America              Master's                  Y
## 8077   EZYV8077          Asia              Master's                  Y
## 8078   EZYV8078          Asia            Bachelor's                  Y
## 8079   EZYV8079        Europe             Doctorate                  N
## 8080   EZYV8080          Asia              Master's                  N
## 8082   EZYV8082          Asia              Master's                  Y
## 8084   EZYV8084          Asia            Bachelor's                  N
## 8085   EZYV8085        Europe           High School                  N
## 8086   EZYV8086          Asia            Bachelor's                  Y
## 8087   EZYV8087 North America              Master's                  N
## 8088   EZYV8088        Europe              Master's                  Y
## 8090   EZYV8090          Asia           High School                  Y
## 8091   EZYV8091 North America            Bachelor's                  Y
## 8092   EZYV8092          Asia              Master's                  Y
## 8094   EZYV8094        Europe              Master's                  Y
## 8095   EZYV8095 North America            Bachelor's                  N
## 8099   EZYV8099          Asia             Doctorate                  N
## 8100   EZYV8100        Europe              Master's                  N
## 8101   EZYV8101 North America            Bachelor's                  Y
## 8102   EZYV8102          Asia            Bachelor's                  Y
## 8103   EZYV8103          Asia              Master's                  N
## 8104   EZYV8104          Asia           High School                  Y
## 8106   EZYV8106          Asia            Bachelor's                  Y
## 8107   EZYV8107          Asia            Bachelor's                  N
## 8108   EZYV8108 North America           High School                  Y
## 8110   EZYV8110          Asia              Master's                  Y
## 8111   EZYV8111 North America              Master's                  N
## 8113   EZYV8113          Asia            Bachelor's                  Y
## 8114   EZYV8114          Asia           High School                  Y
## 8115   EZYV8115          Asia              Master's                  Y
## 8116   EZYV8116          Asia           High School                  N
## 8118   EZYV8118          Asia            Bachelor's                  Y
## 8119   EZYV8119          Asia            Bachelor's                  Y
## 8120   EZYV8120          Asia              Master's                  N
## 8121   EZYV8121        Europe             Doctorate                  Y
## 8122   EZYV8122          Asia             Doctorate                  N
## 8123   EZYV8123        Europe              Master's                  Y
## 8124   EZYV8124        Africa           High School                  Y
## 8125   EZYV8125          Asia            Bachelor's                  N
## 8126   EZYV8126        Europe            Bachelor's                  Y
## 8129   EZYV8129 North America            Bachelor's                  Y
## 8130   EZYV8130          Asia            Bachelor's                  Y
## 8131   EZYV8131 North America              Master's                  N
## 8132   EZYV8132          Asia            Bachelor's                  Y
## 8133   EZYV8133          Asia            Bachelor's                  N
## 8135   EZYV8135          Asia           High School                  Y
## 8136   EZYV8136          Asia              Master's                  Y
## 8137   EZYV8137          Asia              Master's                  Y
## 8138   EZYV8138 North America              Master's                  N
## 8139   EZYV8139          Asia            Bachelor's                  N
## 8140   EZYV8140          Asia            Bachelor's                  Y
## 8143   EZYV8143          Asia            Bachelor's                  N
## 8144   EZYV8144 North America              Master's                  N
## 8146   EZYV8146 North America              Master's                  Y
## 8147   EZYV8147 North America              Master's                  N
## 8148   EZYV8148 North America              Master's                  Y
## 8149   EZYV8149          Asia            Bachelor's                  Y
## 8150   EZYV8150        Africa            Bachelor's                  Y
## 8151   EZYV8151 North America            Bachelor's                  Y
## 8152   EZYV8152          Asia              Master's                  N
## 8153   EZYV8153          Asia            Bachelor's                  Y
## 8154   EZYV8154          Asia              Master's                  N
## 8155   EZYV8155       Oceania              Master's                  N
## 8156   EZYV8156          Asia              Master's                  N
## 8157   EZYV8157        Europe              Master's                  Y
## 8158   EZYV8158        Europe              Master's                  N
## 8159   EZYV8159 North America              Master's                  N
## 8160   EZYV8160          Asia            Bachelor's                  Y
## 8161   EZYV8161        Europe              Master's                  Y
## 8162   EZYV8162          Asia             Doctorate                  Y
## 8163   EZYV8163 North America              Master's                  Y
## 8164   EZYV8164          Asia              Master's                  Y
## 8165   EZYV8165          Asia            Bachelor's                  N
## 8166   EZYV8166 North America             Doctorate                  Y
## 8167   EZYV8167          Asia            Bachelor's                  N
## 8169   EZYV8169          Asia              Master's                  N
## 8170   EZYV8170        Europe              Master's                  N
## 8171   EZYV8171          Asia              Master's                  N
## 8173   EZYV8173          Asia            Bachelor's                  N
## 8174   EZYV8174          Asia            Bachelor's                  Y
## 8175   EZYV8175        Europe            Bachelor's                  N
## 8176   EZYV8176          Asia              Master's                  Y
## 8177   EZYV8177          Asia            Bachelor's                  N
## 8178   EZYV8178        Europe              Master's                  N
## 8179   EZYV8179          Asia              Master's                  N
## 8180   EZYV8180          Asia              Master's                  Y
## 8184   EZYV8184          Asia            Bachelor's                  N
## 8185   EZYV8185 North America              Master's                  N
## 8186   EZYV8186          Asia             Doctorate                  N
## 8188   EZYV8188 North America             Doctorate                  Y
## 8189   EZYV8189          Asia            Bachelor's                  Y
## 8192   EZYV8192          Asia              Master's                  Y
## 8193   EZYV8193          Asia            Bachelor's                  N
## 8194   EZYV8194          Asia            Bachelor's                  Y
## 8195   EZYV8195          Asia            Bachelor's                  N
## 8197   EZYV8197          Asia              Master's                  N
## 8198   EZYV8198 North America              Master's                  N
## 8199   EZYV8199       Oceania           High School                  Y
## 8200   EZYV8200          Asia              Master's                  Y
## 8201   EZYV8201          Asia            Bachelor's                  Y
## 8202   EZYV8202        Africa           High School                  N
## 8203   EZYV8203 South America             Doctorate                  Y
## 8204   EZYV8204          Asia           High School                  N
## 8205   EZYV8205          Asia           High School                  Y
## 8206   EZYV8206 North America           High School                  Y
## 8207   EZYV8207          Asia              Master's                  Y
## 8208   EZYV8208 North America           High School                  Y
## 8209   EZYV8209          Asia           High School                  N
## 8211   EZYV8211 North America           High School                  Y
## 8212   EZYV8212        Europe             Doctorate                  N
## 8213   EZYV8213          Asia            Bachelor's                  N
## 8214   EZYV8214 South America              Master's                  Y
## 8216   EZYV8216          Asia           High School                  Y
## 8217   EZYV8217          Asia              Master's                  N
## 8218   EZYV8218          Asia            Bachelor's                  Y
## 8219   EZYV8219          Asia              Master's                  Y
## 8220   EZYV8220          Asia              Master's                  Y
## 8221   EZYV8221          Asia              Master's                  Y
## 8222   EZYV8222          Asia             Doctorate                  Y
## 8223   EZYV8223          Asia            Bachelor's                  Y
## 8224   EZYV8224          Asia              Master's                  N
## 8225   EZYV8225          Asia            Bachelor's                  N
## 8226   EZYV8226          Asia            Bachelor's                  Y
## 8227   EZYV8227        Africa              Master's                  N
## 8228   EZYV8228        Europe              Master's                  Y
## 8229   EZYV8229          Asia            Bachelor's                  Y
## 8230   EZYV8230 North America              Master's                  Y
## 8231   EZYV8231          Asia              Master's                  N
## 8233   EZYV8233        Europe            Bachelor's                  Y
## 8235   EZYV8235          Asia            Bachelor's                  Y
## 8236   EZYV8236          Asia              Master's                  Y
## 8238   EZYV8238          Asia              Master's                  Y
## 8239   EZYV8239          Asia              Master's                  Y
## 8241   EZYV8241 South America              Master's                  Y
## 8242   EZYV8242          Asia              Master's                  Y
## 8243   EZYV8243          Asia              Master's                  N
## 8244   EZYV8244          Asia            Bachelor's                  Y
## 8245   EZYV8245          Asia            Bachelor's                  N
## 8246   EZYV8246          Asia              Master's                  N
## 8247   EZYV8247          Asia            Bachelor's                  Y
## 8248   EZYV8248        Europe            Bachelor's                  Y
## 8249   EZYV8249          Asia              Master's                  N
## 8250   EZYV8250          Asia              Master's                  Y
## 8251   EZYV8251          Asia             Doctorate                  Y
## 8252   EZYV8252          Asia           High School                  Y
## 8253   EZYV8253          Asia             Doctorate                  Y
## 8254   EZYV8254          Asia            Bachelor's                  N
## 8255   EZYV8255          Asia              Master's                  N
## 8257   EZYV8257 North America            Bachelor's                  Y
## 8259   EZYV8259          Asia           High School                  Y
## 8260   EZYV8260          Asia              Master's                  Y
## 8262   EZYV8262          Asia           High School                  Y
## 8263   EZYV8263          Asia              Master's                  Y
## 8264   EZYV8264          Asia              Master's                  N
## 8265   EZYV8265          Asia              Master's                  Y
## 8266   EZYV8266          Asia              Master's                  N
## 8267   EZYV8267          Asia              Master's                  Y
## 8268   EZYV8268          Asia            Bachelor's                  Y
## 8269   EZYV8269          Asia              Master's                  Y
## 8272   EZYV8272 North America              Master's                  Y
## 8273   EZYV8273 South America              Master's                  Y
## 8274   EZYV8274        Europe           High School                  Y
## 8276   EZYV8276          Asia              Master's                  Y
## 8277   EZYV8277          Asia           High School                  Y
## 8278   EZYV8278          Asia              Master's                  Y
## 8279   EZYV8279          Asia              Master's                  Y
## 8280   EZYV8280          Asia            Bachelor's                  Y
## 8281   EZYV8281        Europe             Doctorate                  Y
## 8283   EZYV8283          Asia            Bachelor's                  N
## 8284   EZYV8284        Europe              Master's                  Y
## 8286   EZYV8286          Asia              Master's                  N
## 8287   EZYV8287        Europe             Doctorate                  N
## 8288   EZYV8288        Europe           High School                  Y
## 8289   EZYV8289        Europe            Bachelor's                  N
## 8290   EZYV8290          Asia            Bachelor's                  Y
## 8291   EZYV8291        Europe             Doctorate                  Y
## 8292   EZYV8292          Asia              Master's                  N
## 8295   EZYV8295          Asia            Bachelor's                  Y
## 8297   EZYV8297          Asia            Bachelor's                  Y
## 8298   EZYV8298        Europe              Master's                  Y
## 8299   EZYV8299          Asia              Master's                  Y
## 8300   EZYV8300        Europe            Bachelor's                  N
## 8301   EZYV8301          Asia              Master's                  Y
## 8302   EZYV8302          Asia              Master's                  N
## 8303   EZYV8303          Asia           High School                  Y
## 8304   EZYV8304        Europe              Master's                  Y
## 8305   EZYV8305 North America              Master's                  N
## 8307   EZYV8307          Asia            Bachelor's                  N
## 8308   EZYV8308        Europe             Doctorate                  N
## 8309   EZYV8309          Asia             Doctorate                  Y
## 8310   EZYV8310        Europe             Doctorate                  Y
## 8311   EZYV8311        Europe            Bachelor's                  N
## 8312   EZYV8312          Asia              Master's                  Y
## 8314   EZYV8314        Europe           High School                  N
## 8315   EZYV8315          Asia            Bachelor's                  Y
## 8316   EZYV8316          Asia            Bachelor's                  Y
## 8317   EZYV8317          Asia           High School                  N
## 8318   EZYV8318          Asia           High School                  Y
## 8320   EZYV8320 South America              Master's                  Y
## 8321   EZYV8321          Asia             Doctorate                  N
## 8322   EZYV8322          Asia            Bachelor's                  Y
## 8323   EZYV8323          Asia            Bachelor's                  Y
## 8324   EZYV8324          Asia           High School                  Y
## 8325   EZYV8325       Oceania           High School                  Y
## 8326   EZYV8326          Asia              Master's                  Y
## 8328   EZYV8328 North America            Bachelor's                  Y
## 8330   EZYV8330        Africa             Doctorate                  Y
## 8331   EZYV8331          Asia              Master's                  N
## 8332   EZYV8332          Asia              Master's                  Y
## 8333   EZYV8333          Asia              Master's                  Y
## 8335   EZYV8335          Asia            Bachelor's                  Y
## 8336   EZYV8336          Asia              Master's                  N
## 8337   EZYV8337          Asia              Master's                  N
## 8338   EZYV8338          Asia            Bachelor's                  N
## 8339   EZYV8339          Asia              Master's                  N
## 8340   EZYV8340          Asia            Bachelor's                  Y
## 8341   EZYV8341          Asia            Bachelor's                  Y
## 8342   EZYV8342          Asia            Bachelor's                  N
## 8343   EZYV8343        Europe              Master's                  N
## 8344   EZYV8344 North America             Doctorate                  Y
## 8346   EZYV8346          Asia              Master's                  N
## 8347   EZYV8347          Asia              Master's                  Y
## 8348   EZYV8348          Asia            Bachelor's                  Y
## 8349   EZYV8349          Asia           High School                  N
## 8350   EZYV8350          Asia            Bachelor's                  Y
## 8351   EZYV8351 North America           High School                  N
## 8352   EZYV8352        Europe            Bachelor's                  Y
## 8353   EZYV8353          Asia              Master's                  Y
## 8354   EZYV8354          Asia           High School                  N
## 8355   EZYV8355          Asia              Master's                  Y
## 8356   EZYV8356 South America              Master's                  Y
## 8357   EZYV8357        Europe             Doctorate                  N
## 8358   EZYV8358          Asia             Doctorate                  N
## 8359   EZYV8359          Asia            Bachelor's                  Y
## 8361   EZYV8361          Asia              Master's                  Y
## 8363   EZYV8363        Europe             Doctorate                  Y
## 8364   EZYV8364          Asia            Bachelor's                  Y
## 8365   EZYV8365          Asia           High School                  Y
## 8366   EZYV8366 South America           High School                  N
## 8367   EZYV8367          Asia              Master's                  N
## 8368   EZYV8368 North America             Doctorate                  Y
## 8370   EZYV8370          Asia              Master's                  N
## 8372   EZYV8372          Asia            Bachelor's                  Y
## 8373   EZYV8373          Asia            Bachelor's                  Y
## 8375   EZYV8375          Asia              Master's                  N
## 8376   EZYV8376          Asia           High School                  Y
## 8377   EZYV8377          Asia            Bachelor's                  Y
## 8378   EZYV8378          Asia              Master's                  Y
## 8380   EZYV8380        Europe           High School                  Y
## 8381   EZYV8381          Asia            Bachelor's                  Y
## 8382   EZYV8382          Asia            Bachelor's                  Y
## 8383   EZYV8383          Asia              Master's                  Y
## 8384   EZYV8384        Europe           High School                  N
## 8385   EZYV8385          Asia           High School                  N
## 8387   EZYV8387 South America             Doctorate                  Y
## 8388   EZYV8388          Asia              Master's                  Y
## 8390   EZYV8390          Asia            Bachelor's                  Y
## 8391   EZYV8391        Europe            Bachelor's                  N
## 8392   EZYV8392        Europe            Bachelor's                  N
## 8394   EZYV8394          Asia           High School                  Y
## 8395   EZYV8395          Asia              Master's                  Y
## 8397   EZYV8397          Asia              Master's                  Y
## 8398   EZYV8398          Asia            Bachelor's                  Y
## 8399   EZYV8399          Asia              Master's                  N
## 8400   EZYV8400          Asia              Master's                  Y
## 8401   EZYV8401          Asia           High School                  Y
## 8402   EZYV8402        Europe              Master's                  N
## 8403   EZYV8403          Asia           High School                  N
## 8406   EZYV8406          Asia           High School                  N
## 8407   EZYV8407 South America            Bachelor's                  N
## 8410   EZYV8410          Asia              Master's                  Y
## 8411   EZYV8411          Asia            Bachelor's                  N
## 8412   EZYV8412          Asia            Bachelor's                  Y
## 8413   EZYV8413          Asia            Bachelor's                  N
## 8414   EZYV8414          Asia           High School                  Y
## 8416   EZYV8416          Asia            Bachelor's                  Y
## 8417   EZYV8417 North America           High School                  Y
## 8418   EZYV8418        Europe           High School                  Y
## 8421   EZYV8421        Europe             Doctorate                  N
## 8422   EZYV8422 North America           High School                  N
## 8424   EZYV8424          Asia            Bachelor's                  N
## 8425   EZYV8425          Asia              Master's                  N
## 8427   EZYV8427          Asia            Bachelor's                  Y
## 8428   EZYV8428          Asia            Bachelor's                  Y
## 8429   EZYV8429          Asia              Master's                  Y
## 8430   EZYV8430 North America              Master's                  Y
## 8432   EZYV8432          Asia             Doctorate                  N
## 8433   EZYV8433 North America            Bachelor's                  N
## 8434   EZYV8434          Asia             Doctorate                  Y
## 8435   EZYV8435        Europe            Bachelor's                  N
## 8436   EZYV8436        Europe           High School                  Y
## 8437   EZYV8437          Asia            Bachelor's                  Y
## 8438   EZYV8438          Asia              Master's                  Y
## 8440   EZYV8440        Europe              Master's                  Y
## 8441   EZYV8441          Asia           High School                  N
## 8442   EZYV8442          Asia              Master's                  N
## 8443   EZYV8443          Asia            Bachelor's                  Y
## 8445   EZYV8445        Europe            Bachelor's                  N
## 8446   EZYV8446          Asia              Master's                  N
## 8447   EZYV8447 North America              Master's                  Y
## 8448   EZYV8448        Europe            Bachelor's                  N
## 8449   EZYV8449       Oceania             Doctorate                  N
## 8451   EZYV8451          Asia              Master's                  Y
## 8452   EZYV8452          Asia            Bachelor's                  N
## 8454   EZYV8454          Asia            Bachelor's                  Y
## 8455   EZYV8455          Asia              Master's                  Y
## 8456   EZYV8456          Asia            Bachelor's                  Y
## 8457   EZYV8457          Asia              Master's                  N
## 8458   EZYV8458 North America             Doctorate                  N
## 8460   EZYV8460          Asia              Master's                  Y
## 8461   EZYV8461        Europe             Doctorate                  N
## 8463   EZYV8463 South America              Master's                  Y
## 8465   EZYV8465 North America           High School                  Y
## 8468   EZYV8468          Asia            Bachelor's                  Y
## 8469   EZYV8469          Asia            Bachelor's                  Y
## 8470   EZYV8470          Asia            Bachelor's                  Y
## 8471   EZYV8471 North America              Master's                  N
## 8473   EZYV8473          Asia              Master's                  N
## 8474   EZYV8474          Asia           High School                  Y
## 8475   EZYV8475          Asia             Doctorate                  N
## 8476   EZYV8476          Asia            Bachelor's                  N
## 8477   EZYV8477        Europe              Master's                  Y
## 8479   EZYV8479          Asia            Bachelor's                  Y
## 8481   EZYV8481          Asia            Bachelor's                  Y
## 8482   EZYV8482          Asia              Master's                  Y
## 8483   EZYV8483        Europe             Doctorate                  N
## 8484   EZYV8484 North America           High School                  N
## 8486   EZYV8486        Europe             Doctorate                  N
## 8487   EZYV8487          Asia           High School                  Y
## 8488   EZYV8488          Asia            Bachelor's                  N
## 8489   EZYV8489          Asia           High School                  Y
## 8490   EZYV8490 North America            Bachelor's                  Y
## 8491   EZYV8491          Asia            Bachelor's                  N
## 8492   EZYV8492 North America            Bachelor's                  Y
## 8493   EZYV8493          Asia              Master's                  N
## 8496   EZYV8496          Asia            Bachelor's                  N
## 8497   EZYV8497          Asia             Doctorate                  Y
## 8498   EZYV8498          Asia              Master's                  N
## 8499   EZYV8499        Europe              Master's                  Y
## 8500   EZYV8500          Asia           High School                  N
## 8502   EZYV8502 North America            Bachelor's                  N
## 8503   EZYV8503 North America              Master's                  N
## 8504   EZYV8504          Asia            Bachelor's                  Y
## 8506   EZYV8506        Europe             Doctorate                  Y
## 8507   EZYV8507 North America              Master's                  N
## 8508   EZYV8508          Asia            Bachelor's                  N
## 8509   EZYV8509          Asia            Bachelor's                  Y
## 8510   EZYV8510          Asia              Master's                  Y
## 8511   EZYV8511        Africa           High School                  Y
## 8512   EZYV8512          Asia            Bachelor's                  Y
## 8513   EZYV8513          Asia            Bachelor's                  Y
## 8514   EZYV8514          Asia              Master's                  Y
## 8515   EZYV8515 North America              Master's                  Y
## 8516   EZYV8516          Asia            Bachelor's                  Y
## 8517   EZYV8517          Asia              Master's                  Y
## 8518   EZYV8518          Asia            Bachelor's                  N
## 8519   EZYV8519          Asia              Master's                  Y
## 8520   EZYV8520 North America            Bachelor's                  N
## 8521   EZYV8521 North America            Bachelor's                  N
## 8522   EZYV8522          Asia            Bachelor's                  Y
## 8523   EZYV8523          Asia            Bachelor's                  Y
## 8525   EZYV8525          Asia            Bachelor's                  Y
## 8526   EZYV8526          Asia            Bachelor's                  N
## 8528   EZYV8528          Asia            Bachelor's                  N
## 8529   EZYV8529          Asia              Master's                  Y
## 8530   EZYV8530 North America            Bachelor's                  Y
## 8531   EZYV8531        Europe              Master's                  Y
## 8532   EZYV8532          Asia              Master's                  Y
## 8533   EZYV8533          Asia           High School                  N
## 8534   EZYV8534          Asia           High School                  Y
## 8536   EZYV8536          Asia           High School                  N
## 8537   EZYV8537          Asia            Bachelor's                  N
## 8538   EZYV8538          Asia              Master's                  Y
## 8539   EZYV8539 North America              Master's                  N
## 8541   EZYV8541        Europe            Bachelor's                  Y
## 8542   EZYV8542          Asia            Bachelor's                  Y
## 8543   EZYV8543          Asia            Bachelor's                  Y
## 8544   EZYV8544        Europe              Master's                  Y
## 8545   EZYV8545        Europe            Bachelor's                  Y
## 8546   EZYV8546          Asia           High School                  Y
## 8547   EZYV8547          Asia            Bachelor's                  Y
## 8548   EZYV8548          Asia            Bachelor's                  Y
## 8549   EZYV8549        Europe             Doctorate                  Y
## 8550   EZYV8550        Europe              Master's                  Y
## 8551   EZYV8551          Asia            Bachelor's                  Y
## 8553   EZYV8553          Asia            Bachelor's                  Y
## 8554   EZYV8554          Asia            Bachelor's                  Y
## 8556   EZYV8556          Asia            Bachelor's                  Y
## 8557   EZYV8557          Asia            Bachelor's                  Y
## 8558   EZYV8558          Asia              Master's                  N
## 8560   EZYV8560 North America            Bachelor's                  Y
## 8564   EZYV8564          Asia            Bachelor's                  Y
## 8567   EZYV8567          Asia            Bachelor's                  Y
## 8568   EZYV8568          Asia            Bachelor's                  N
## 8569   EZYV8569          Asia              Master's                  N
## 8570   EZYV8570        Europe            Bachelor's                  N
## 8571   EZYV8571 North America           High School                  Y
## 8572   EZYV8572          Asia            Bachelor's                  Y
## 8573   EZYV8573          Asia            Bachelor's                  Y
## 8575   EZYV8575          Asia            Bachelor's                  N
## 8576   EZYV8576          Asia              Master's                  N
## 8577   EZYV8577        Africa              Master's                  N
## 8578   EZYV8578          Asia              Master's                  Y
## 8579   EZYV8579          Asia            Bachelor's                  Y
## 8580   EZYV8580          Asia           High School                  Y
## 8583   EZYV8583 North America            Bachelor's                  Y
## 8584   EZYV8584          Asia              Master's                  Y
## 8585   EZYV8585          Asia              Master's                  Y
## 8586   EZYV8586        Europe            Bachelor's                  N
## 8587   EZYV8587          Asia            Bachelor's                  Y
## 8588   EZYV8588          Asia            Bachelor's                  Y
## 8589   EZYV8589          Asia              Master's                  Y
## 8590   EZYV8590          Asia             Doctorate                  N
## 8592   EZYV8592          Asia              Master's                  N
## 8593   EZYV8593          Asia           High School                  Y
## 8594   EZYV8594          Asia            Bachelor's                  N
## 8596   EZYV8596 North America              Master's                  N
## 8598   EZYV8598          Asia              Master's                  N
## 8599   EZYV8599          Asia            Bachelor's                  N
## 8600   EZYV8600          Asia            Bachelor's                  N
## 8601   EZYV8601          Asia              Master's                  Y
## 8602   EZYV8602        Africa            Bachelor's                  N
## 8603   EZYV8603          Asia            Bachelor's                  N
## 8604   EZYV8604 North America            Bachelor's                  Y
## 8605   EZYV8605          Asia              Master's                  Y
## 8606   EZYV8606          Asia              Master's                  N
## 8607   EZYV8607          Asia           High School                  Y
## 8608   EZYV8608        Europe              Master's                  Y
## 8610   EZYV8610          Asia              Master's                  N
## 8611   EZYV8611          Asia            Bachelor's                  Y
## 8612   EZYV8612          Asia            Bachelor's                  Y
## 8613   EZYV8613          Asia            Bachelor's                  Y
## 8614   EZYV8614          Asia            Bachelor's                  Y
## 8615   EZYV8615          Asia              Master's                  Y
## 8617   EZYV8617          Asia            Bachelor's                  Y
## 8618   EZYV8618          Asia              Master's                  Y
## 8619   EZYV8619 North America            Bachelor's                  N
## 8620   EZYV8620          Asia            Bachelor's                  N
## 8621   EZYV8621        Europe              Master's                  N
## 8622   EZYV8622          Asia              Master's                  N
## 8623   EZYV8623          Asia              Master's                  Y
## 8624   EZYV8624 South America            Bachelor's                  N
## 8625   EZYV8625          Asia           High School                  Y
## 8626   EZYV8626          Asia              Master's                  N
## 8628   EZYV8628 North America              Master's                  N
## 8630   EZYV8630          Asia              Master's                  N
## 8632   EZYV8632        Europe              Master's                  N
## 8634   EZYV8634          Asia              Master's                  Y
## 8636   EZYV8636          Asia           High School                  Y
## 8638   EZYV8638          Asia            Bachelor's                  Y
## 8639   EZYV8639          Asia              Master's                  Y
## 8640   EZYV8640        Europe              Master's                  N
## 8641   EZYV8641          Asia              Master's                  N
## 8642   EZYV8642          Asia              Master's                  Y
## 8643   EZYV8643          Asia              Master's                  Y
## 8644   EZYV8644          Asia            Bachelor's                  N
## 8645   EZYV8645          Asia           High School                  N
## 8646   EZYV8646          Asia            Bachelor's                  N
## 8647   EZYV8647          Asia              Master's                  N
## 8648   EZYV8648 South America              Master's                  N
## 8649   EZYV8649          Asia             Doctorate                  N
## 8650   EZYV8650          Asia            Bachelor's                  Y
## 8651   EZYV8651          Asia            Bachelor's                  Y
## 8652   EZYV8652        Europe            Bachelor's                  Y
## 8653   EZYV8653          Asia            Bachelor's                  N
## 8654   EZYV8654        Europe           High School                  N
## 8655   EZYV8655          Asia              Master's                  N
## 8657   EZYV8657          Asia              Master's                  Y
## 8658   EZYV8658          Asia            Bachelor's                  Y
## 8659   EZYV8659          Asia              Master's                  Y
## 8660   EZYV8660          Asia           High School                  Y
## 8661   EZYV8661          Asia            Bachelor's                  N
## 8662   EZYV8662 North America              Master's                  N
## 8663   EZYV8663        Europe             Doctorate                  N
## 8665   EZYV8665          Asia            Bachelor's                  N
## 8666   EZYV8666 North America            Bachelor's                  N
## 8667   EZYV8667 South America            Bachelor's                  Y
## 8668   EZYV8668          Asia            Bachelor's                  Y
## 8670   EZYV8670          Asia              Master's                  Y
## 8671   EZYV8671          Asia           High School                  Y
## 8672   EZYV8672        Europe             Doctorate                  Y
## 8675   EZYV8675        Europe            Bachelor's                  Y
## 8677   EZYV8677          Asia            Bachelor's                  Y
## 8678   EZYV8678          Asia             Doctorate                  N
## 8680   EZYV8680        Europe              Master's                  N
## 8681   EZYV8681        Europe            Bachelor's                  Y
## 8682   EZYV8682          Asia              Master's                  Y
## 8683   EZYV8683          Asia           High School                  N
## 8684   EZYV8684 North America            Bachelor's                  Y
## 8685   EZYV8685          Asia              Master's                  Y
## 8686   EZYV8686          Asia            Bachelor's                  N
## 8687   EZYV8687          Asia              Master's                  Y
## 8688   EZYV8688        Europe              Master's                  Y
## 8689   EZYV8689          Asia           High School                  Y
## 8690   EZYV8690 North America              Master's                  Y
## 8691   EZYV8691          Asia              Master's                  Y
## 8693   EZYV8693          Asia           High School                  Y
## 8694   EZYV8694          Asia            Bachelor's                  N
## 8696   EZYV8696          Asia           High School                  N
## 8697   EZYV8697          Asia              Master's                  N
## 8699   EZYV8699          Asia            Bachelor's                  Y
## 8700   EZYV8700 North America           High School                  Y
## 8701   EZYV8701          Asia            Bachelor's                  N
## 8702   EZYV8702        Europe              Master's                  Y
## 8704   EZYV8704        Europe              Master's                  N
## 8705   EZYV8705          Asia           High School                  Y
## 8706   EZYV8706          Asia              Master's                  Y
## 8708   EZYV8708          Asia              Master's                  Y
## 8709   EZYV8709          Asia             Doctorate                  Y
## 8711   EZYV8711          Asia           High School                  Y
## 8712   EZYV8712          Asia              Master's                  N
## 8713   EZYV8713          Asia           High School                  Y
## 8714   EZYV8714          Asia              Master's                  N
## 8715   EZYV8715          Asia            Bachelor's                  Y
## 8716   EZYV8716          Asia            Bachelor's                  N
## 8719   EZYV8719          Asia              Master's                  Y
## 8720   EZYV8720          Asia              Master's                  Y
## 8723   EZYV8723 North America              Master's                  N
## 8724   EZYV8724 North America            Bachelor's                  N
## 8725   EZYV8725          Asia            Bachelor's                  Y
## 8726   EZYV8726          Asia             Doctorate                  N
## 8727   EZYV8727          Asia              Master's                  Y
## 8728   EZYV8728          Asia            Bachelor's                  Y
## 8729   EZYV8729          Asia              Master's                  N
## 8730   EZYV8730          Asia            Bachelor's                  N
## 8731   EZYV8731        Europe           High School                  Y
## 8732   EZYV8732          Asia              Master's                  Y
## 8733   EZYV8733 North America            Bachelor's                  N
## 8734   EZYV8734        Europe           High School                  Y
## 8735   EZYV8735          Asia             Doctorate                  N
## 8736   EZYV8736          Asia           High School                  N
## 8737   EZYV8737          Asia              Master's                  N
## 8738   EZYV8738          Asia            Bachelor's                  N
## 8739   EZYV8739          Asia            Bachelor's                  N
## 8740   EZYV8740          Asia             Doctorate                  Y
## 8741   EZYV8741        Europe              Master's                  N
## 8743   EZYV8743          Asia              Master's                  N
## 8744   EZYV8744          Asia            Bachelor's                  Y
## 8745   EZYV8745          Asia            Bachelor's                  N
## 8746   EZYV8746          Asia            Bachelor's                  N
## 8747   EZYV8747        Europe            Bachelor's                  N
## 8748   EZYV8748        Europe           High School                  N
## 8749   EZYV8749          Asia              Master's                  Y
## 8750   EZYV8750          Asia              Master's                  N
## 8751   EZYV8751        Europe            Bachelor's                  N
## 8753   EZYV8753          Asia            Bachelor's                  Y
## 8754   EZYV8754          Asia              Master's                  Y
## 8756   EZYV8756 North America              Master's                  Y
## 8757   EZYV8757        Europe           High School                  Y
## 8760   EZYV8760        Africa              Master's                  Y
## 8761   EZYV8761          Asia              Master's                  N
## 8762   EZYV8762          Asia            Bachelor's                  Y
## 8763   EZYV8763        Africa              Master's                  Y
## 8766   EZYV8766          Asia            Bachelor's                  N
## 8767   EZYV8767          Asia            Bachelor's                  Y
## 8769   EZYV8769 North America              Master's                  Y
## 8770   EZYV8770        Africa            Bachelor's                  N
## 8771   EZYV8771          Asia            Bachelor's                  N
## 8772   EZYV8772          Asia            Bachelor's                  N
## 8773   EZYV8773          Asia              Master's                  N
## 8774   EZYV8774          Asia              Master's                  Y
## 8775   EZYV8775 North America              Master's                  Y
## 8776   EZYV8776          Asia            Bachelor's                  Y
## 8777   EZYV8777 North America             Doctorate                  Y
## 8778   EZYV8778          Asia              Master's                  Y
## 8779   EZYV8779        Europe            Bachelor's                  N
## 8780   EZYV8780        Europe            Bachelor's                  N
## 8782   EZYV8782          Asia              Master's                  Y
## 8783   EZYV8783          Asia            Bachelor's                  Y
## 8785   EZYV8785        Europe             Doctorate                  Y
## 8789   EZYV8789        Europe            Bachelor's                  Y
## 8790   EZYV8790          Asia            Bachelor's                  Y
## 8791   EZYV8791 North America              Master's                  N
## 8792   EZYV8792          Asia              Master's                  N
## 8793   EZYV8793          Asia            Bachelor's                  N
## 8794   EZYV8794          Asia              Master's                  N
## 8795   EZYV8795        Europe             Doctorate                  N
## 8796   EZYV8796          Asia              Master's                  N
## 8797   EZYV8797          Asia            Bachelor's                  N
## 8798   EZYV8798 South America            Bachelor's                  N
## 8799   EZYV8799          Asia            Bachelor's                  Y
## 8800   EZYV8800          Asia            Bachelor's                  Y
## 8801   EZYV8801 North America           High School                  Y
## 8802   EZYV8802          Asia            Bachelor's                  Y
## 8803   EZYV8803          Asia              Master's                  Y
## 8804   EZYV8804          Asia              Master's                  Y
## 8805   EZYV8805          Asia              Master's                  Y
## 8806   EZYV8806          Asia              Master's                  Y
## 8807   EZYV8807          Asia              Master's                  N
## 8808   EZYV8808          Asia            Bachelor's                  N
## 8809   EZYV8809          Asia            Bachelor's                  N
## 8811   EZYV8811          Asia            Bachelor's                  N
## 8812   EZYV8812          Asia           High School                  Y
## 8815   EZYV8815          Asia           High School                  Y
## 8816   EZYV8816 South America            Bachelor's                  N
## 8817   EZYV8817          Asia              Master's                  N
## 8818   EZYV8818          Asia              Master's                  Y
## 8819   EZYV8819          Asia            Bachelor's                  N
## 8822   EZYV8822          Asia              Master's                  Y
## 8823   EZYV8823        Europe            Bachelor's                  N
## 8824   EZYV8824          Asia             Doctorate                  N
## 8825   EZYV8825          Asia            Bachelor's                  Y
## 8826   EZYV8826          Asia             Doctorate                  N
## 8827   EZYV8827          Asia              Master's                  Y
## 8828   EZYV8828          Asia            Bachelor's                  N
## 8830   EZYV8830          Asia              Master's                  Y
## 8831   EZYV8831        Europe            Bachelor's                  N
## 8832   EZYV8832        Europe            Bachelor's                  Y
## 8833   EZYV8833          Asia            Bachelor's                  Y
## 8834   EZYV8834 South America            Bachelor's                  Y
## 8835   EZYV8835 South America           High School                  Y
## 8836   EZYV8836          Asia           High School                  N
## 8837   EZYV8837          Asia              Master's                  Y
## 8838   EZYV8838          Asia              Master's                  Y
## 8839   EZYV8839          Asia              Master's                  N
## 8840   EZYV8840        Europe            Bachelor's                  Y
## 8841   EZYV8841          Asia            Bachelor's                  Y
## 8842   EZYV8842          Asia            Bachelor's                  Y
## 8843   EZYV8843 North America              Master's                  Y
## 8844   EZYV8844          Asia              Master's                  N
## 8845   EZYV8845          Asia              Master's                  Y
## 8847   EZYV8847          Asia            Bachelor's                  N
## 8848   EZYV8848          Asia              Master's                  Y
## 8850   EZYV8850          Asia              Master's                  N
## 8852   EZYV8852        Europe             Doctorate                  Y
## 8853   EZYV8853          Asia            Bachelor's                  Y
## 8854   EZYV8854          Asia              Master's                  N
## 8855   EZYV8855          Asia              Master's                  Y
## 8856   EZYV8856          Asia              Master's                  N
## 8857   EZYV8857          Asia             Doctorate                  Y
## 8858   EZYV8858        Europe              Master's                  Y
## 8859   EZYV8859          Asia              Master's                  N
## 8860   EZYV8860          Asia            Bachelor's                  N
## 8863   EZYV8863        Europe              Master's                  N
## 8864   EZYV8864 North America            Bachelor's                  N
## 8865   EZYV8865          Asia            Bachelor's                  N
## 8866   EZYV8866        Europe            Bachelor's                  N
## 8867   EZYV8867          Asia            Bachelor's                  Y
## 8868   EZYV8868        Europe              Master's                  N
## 8869   EZYV8869        Europe           High School                  Y
## 8870   EZYV8870 North America            Bachelor's                  Y
## 8871   EZYV8871          Asia            Bachelor's                  N
## 8873   EZYV8873          Asia            Bachelor's                  N
## 8874   EZYV8874          Asia              Master's                  Y
## 8875   EZYV8875          Asia              Master's                  Y
## 8877   EZYV8877          Asia            Bachelor's                  Y
## 8878   EZYV8878        Africa              Master's                  Y
## 8879   EZYV8879          Asia            Bachelor's                  N
## 8880   EZYV8880          Asia            Bachelor's                  Y
## 8881   EZYV8881 South America              Master's                  Y
## 8882   EZYV8882          Asia            Bachelor's                  N
## 8883   EZYV8883          Asia            Bachelor's                  N
## 8884   EZYV8884          Asia            Bachelor's                  Y
## 8886   EZYV8886          Asia           High School                  N
## 8887   EZYV8887          Asia              Master's                  Y
## 8889   EZYV8889          Asia              Master's                  Y
## 8891   EZYV8891        Europe            Bachelor's                  N
## 8892   EZYV8892          Asia            Bachelor's                  Y
## 8894   EZYV8894          Asia           High School                  Y
## 8895   EZYV8895          Asia            Bachelor's                  Y
## 8896   EZYV8896          Asia            Bachelor's                  Y
## 8897   EZYV8897          Asia              Master's                  Y
## 8898   EZYV8898        Europe            Bachelor's                  Y
## 8899   EZYV8899        Europe              Master's                  N
## 8900   EZYV8900          Asia            Bachelor's                  N
## 8901   EZYV8901          Asia              Master's                  Y
## 8902   EZYV8902          Asia            Bachelor's                  Y
## 8903   EZYV8903 North America              Master's                  N
## 8904   EZYV8904          Asia              Master's                  Y
## 8905   EZYV8905          Asia              Master's                  Y
## 8906   EZYV8906          Asia              Master's                  Y
## 8908   EZYV8908          Asia              Master's                  Y
## 8909   EZYV8909          Asia             Doctorate                  N
## 8910   EZYV8910          Asia              Master's                  Y
## 8911   EZYV8911          Asia             Doctorate                  Y
## 8912   EZYV8912          Asia              Master's                  N
## 8914   EZYV8914 North America            Bachelor's                  N
## 8915   EZYV8915          Asia            Bachelor's                  N
## 8917   EZYV8917          Asia            Bachelor's                  Y
## 8918   EZYV8918          Asia              Master's                  N
## 8919   EZYV8919          Asia              Master's                  Y
## 8920   EZYV8920          Asia            Bachelor's                  N
## 8921   EZYV8921 North America            Bachelor's                  Y
## 8924   EZYV8924        Europe            Bachelor's                  Y
## 8925   EZYV8925          Asia              Master's                  Y
## 8926   EZYV8926          Asia             Doctorate                  Y
## 8927   EZYV8927 North America            Bachelor's                  N
## 8928   EZYV8928          Asia             Doctorate                  N
## 8930   EZYV8930 North America             Doctorate                  N
## 8931   EZYV8931          Asia            Bachelor's                  Y
## 8932   EZYV8932          Asia            Bachelor's                  Y
## 8933   EZYV8933 North America              Master's                  Y
## 8934   EZYV8934          Asia            Bachelor's                  N
## 8936   EZYV8936        Europe              Master's                  Y
## 8937   EZYV8937          Asia              Master's                  Y
## 8938   EZYV8938        Europe             Doctorate                  Y
## 8939   EZYV8939          Asia            Bachelor's                  Y
## 8941   EZYV8941          Asia            Bachelor's                  N
## 8942   EZYV8942          Asia            Bachelor's                  Y
## 8943   EZYV8943        Europe              Master's                  N
## 8947   EZYV8947       Oceania           High School                  N
## 8949   EZYV8949        Europe            Bachelor's                  Y
## 8950   EZYV8950          Asia              Master's                  Y
## 8951   EZYV8951          Asia             Doctorate                  Y
## 8953   EZYV8953 South America            Bachelor's                  N
## 8955   EZYV8955          Asia              Master's                  Y
## 8956   EZYV8956          Asia              Master's                  N
## 8957   EZYV8957 South America            Bachelor's                  Y
## 8958   EZYV8958        Europe            Bachelor's                  N
## 8960   EZYV8960          Asia              Master's                  Y
## 8961   EZYV8961          Asia              Master's                  N
## 8962   EZYV8962          Asia              Master's                  Y
## 8963   EZYV8963          Asia           High School                  Y
## 8964   EZYV8964          Asia              Master's                  N
## 8965   EZYV8965          Asia              Master's                  N
## 8966   EZYV8966        Europe              Master's                  Y
## 8967   EZYV8967        Europe             Doctorate                  Y
## 8970   EZYV8970          Asia              Master's                  N
## 8971   EZYV8971 North America              Master's                  Y
## 8974   EZYV8974          Asia            Bachelor's                  N
## 8975   EZYV8975          Asia            Bachelor's                  N
## 8976   EZYV8976          Asia            Bachelor's                  Y
## 8978   EZYV8978        Europe              Master's                  N
## 8979   EZYV8979        Europe              Master's                  N
## 8980   EZYV8980          Asia            Bachelor's                  N
## 8981   EZYV8981        Europe             Doctorate                  N
## 8984   EZYV8984        Europe              Master's                  N
## 8985   EZYV8985          Asia              Master's                  N
## 8987   EZYV8987          Asia            Bachelor's                  Y
## 8989   EZYV8989          Asia           High School                  N
## 8990   EZYV8990          Asia            Bachelor's                  N
## 8991   EZYV8991 North America            Bachelor's                  N
## 8993   EZYV8993        Europe            Bachelor's                  Y
## 8994   EZYV8994          Asia              Master's                  Y
## 8996   EZYV8996          Asia            Bachelor's                  N
## 8997   EZYV8997        Europe              Master's                  N
## 8998   EZYV8998          Asia            Bachelor's                  Y
## 8999   EZYV8999        Europe           High School                  N
## 9000   EZYV9000          Asia              Master's                  N
## 9002   EZYV9002          Asia            Bachelor's                  Y
## 9004   EZYV9004          Asia            Bachelor's                  Y
## 9005   EZYV9005 South America            Bachelor's                  N
## 9006   EZYV9006 North America              Master's                  Y
## 9007   EZYV9007 North America              Master's                  Y
## 9008   EZYV9008        Europe            Bachelor's                  Y
## 9010   EZYV9010          Asia           High School                  N
## 9011   EZYV9011          Asia           High School                  N
## 9012   EZYV9012          Asia              Master's                  N
## 9013   EZYV9013          Asia           High School                  Y
## 9014   EZYV9014 North America            Bachelor's                  Y
## 9018   EZYV9018          Asia             Doctorate                  Y
## 9019   EZYV9019          Asia            Bachelor's                  N
## 9020   EZYV9020          Asia            Bachelor's                  Y
## 9021   EZYV9021          Asia            Bachelor's                  N
## 9022   EZYV9022          Asia             Doctorate                  N
## 9023   EZYV9023 North America              Master's                  Y
## 9024   EZYV9024          Asia              Master's                  N
## 9025   EZYV9025          Asia            Bachelor's                  Y
## 9027   EZYV9027          Asia            Bachelor's                  Y
## 9028   EZYV9028        Europe            Bachelor's                  Y
## 9030   EZYV9030          Asia              Master's                  Y
## 9031   EZYV9031          Asia            Bachelor's                  Y
## 9032   EZYV9032        Europe             Doctorate                  Y
## 9033   EZYV9033          Asia           High School                  N
## 9034   EZYV9034          Asia            Bachelor's                  Y
## 9036   EZYV9036        Europe            Bachelor's                  Y
## 9037   EZYV9037        Africa            Bachelor's                  N
## 9038   EZYV9038 North America             Doctorate                  Y
## 9039   EZYV9039          Asia             Doctorate                  Y
## 9041   EZYV9041       Oceania           High School                  Y
## 9042   EZYV9042        Europe              Master's                  Y
## 9043   EZYV9043          Asia           High School                  Y
## 9044   EZYV9044          Asia            Bachelor's                  Y
## 9045   EZYV9045          Asia              Master's                  Y
## 9046   EZYV9046          Asia           High School                  Y
## 9047   EZYV9047          Asia            Bachelor's                  N
## 9048   EZYV9048        Europe           High School                  Y
## 9049   EZYV9049          Asia              Master's                  Y
## 9050   EZYV9050        Europe              Master's                  N
## 9051   EZYV9051          Asia              Master's                  N
## 9052   EZYV9052          Asia            Bachelor's                  Y
## 9053   EZYV9053        Europe            Bachelor's                  N
## 9054   EZYV9054          Asia              Master's                  N
## 9056   EZYV9056          Asia            Bachelor's                  Y
## 9057   EZYV9057          Asia              Master's                  Y
## 9058   EZYV9058 North America              Master's                  Y
## 9060   EZYV9060          Asia              Master's                  Y
## 9061   EZYV9061          Asia            Bachelor's                  Y
## 9062   EZYV9062          Asia              Master's                  N
## 9063   EZYV9063 North America           High School                  Y
## 9064   EZYV9064          Asia            Bachelor's                  Y
## 9065   EZYV9065 South America              Master's                  N
## 9066   EZYV9066          Asia           High School                  Y
## 9068   EZYV9068          Asia            Bachelor's                  N
## 9069   EZYV9069          Asia            Bachelor's                  Y
## 9070   EZYV9070 North America           High School                  N
## 9071   EZYV9071          Asia            Bachelor's                  N
## 9072   EZYV9072          Asia              Master's                  Y
## 9075   EZYV9075          Asia             Doctorate                  N
## 9076   EZYV9076          Asia              Master's                  Y
## 9077   EZYV9077          Asia           High School                  Y
## 9078   EZYV9078 North America              Master's                  Y
## 9079   EZYV9079          Asia           High School                  N
## 9080   EZYV9080          Asia              Master's                  N
## 9081   EZYV9081          Asia            Bachelor's                  Y
## 9082   EZYV9082          Asia              Master's                  N
## 9083   EZYV9083          Asia            Bachelor's                  Y
## 9084   EZYV9084          Asia              Master's                  Y
## 9085   EZYV9085          Asia            Bachelor's                  N
## 9088   EZYV9088          Asia              Master's                  N
## 9089   EZYV9089          Asia             Doctorate                  Y
## 9090   EZYV9090 North America            Bachelor's                  Y
## 9091   EZYV9091          Asia            Bachelor's                  N
## 9092   EZYV9092 South America            Bachelor's                  Y
## 9093   EZYV9093          Asia              Master's                  Y
## 9094   EZYV9094          Asia              Master's                  Y
## 9096   EZYV9096          Asia              Master's                  Y
## 9097   EZYV9097 North America            Bachelor's                  N
## 9099   EZYV9099        Africa              Master's                  N
## 9100   EZYV9100          Asia              Master's                  Y
## 9101   EZYV9101          Asia           High School                  N
## 9103   EZYV9103          Asia              Master's                  N
## 9104   EZYV9104          Asia           High School                  Y
## 9105   EZYV9105          Asia            Bachelor's                  N
## 9106   EZYV9106 North America           High School                  N
## 9107   EZYV9107          Asia             Doctorate                  Y
## 9108   EZYV9108          Asia              Master's                  Y
## 9111   EZYV9111          Asia            Bachelor's                  Y
## 9113   EZYV9113          Asia              Master's                  Y
## 9114   EZYV9114        Europe           High School                  Y
## 9115   EZYV9115        Europe             Doctorate                  N
## 9118   EZYV9118          Asia            Bachelor's                  Y
## 9119   EZYV9119        Europe             Doctorate                  Y
## 9120   EZYV9120          Asia              Master's                  N
## 9122   EZYV9122          Asia            Bachelor's                  N
## 9123   EZYV9123        Europe              Master's                  Y
## 9124   EZYV9124          Asia              Master's                  Y
## 9125   EZYV9125 South America             Doctorate                  Y
## 9127   EZYV9127          Asia              Master's                  Y
## 9128   EZYV9128        Europe              Master's                  N
## 9129   EZYV9129        Europe              Master's                  Y
## 9130   EZYV9130        Africa            Bachelor's                  Y
## 9132   EZYV9132        Europe           High School                  N
## 9133   EZYV9133          Asia            Bachelor's                  Y
## 9135   EZYV9135          Asia              Master's                  N
## 9136   EZYV9136          Asia            Bachelor's                  Y
## 9137   EZYV9137          Asia            Bachelor's                  Y
## 9138   EZYV9138          Asia            Bachelor's                  Y
## 9139   EZYV9139 North America              Master's                  N
## 9140   EZYV9140        Europe            Bachelor's                  Y
## 9141   EZYV9141 North America            Bachelor's                  N
## 9142   EZYV9142          Asia            Bachelor's                  N
## 9143   EZYV9143 North America              Master's                  Y
## 9144   EZYV9144          Asia            Bachelor's                  N
## 9145   EZYV9145 North America              Master's                  Y
## 9146   EZYV9146          Asia            Bachelor's                  Y
## 9147   EZYV9147          Asia              Master's                  N
## 9148   EZYV9148          Asia            Bachelor's                  N
## 9149   EZYV9149 North America            Bachelor's                  N
## 9150   EZYV9150          Asia              Master's                  Y
## 9151   EZYV9151          Asia            Bachelor's                  Y
## 9152   EZYV9152          Asia            Bachelor's                  N
## 9153   EZYV9153          Asia            Bachelor's                  Y
## 9154   EZYV9154          Asia             Doctorate                  N
## 9155   EZYV9155        Europe             Doctorate                  N
## 9157   EZYV9157          Asia              Master's                  N
## 9159   EZYV9159        Europe              Master's                  Y
## 9160   EZYV9160          Asia              Master's                  Y
## 9161   EZYV9161 North America              Master's                  Y
## 9162   EZYV9162          Asia            Bachelor's                  N
## 9164   EZYV9164          Asia              Master's                  Y
## 9166   EZYV9166          Asia              Master's                  Y
## 9167   EZYV9167          Asia            Bachelor's                  Y
## 9168   EZYV9168        Africa            Bachelor's                  Y
## 9169   EZYV9169          Asia            Bachelor's                  Y
## 9170   EZYV9170        Europe           High School                  Y
## 9171   EZYV9171          Asia              Master's                  Y
## 9172   EZYV9172          Asia              Master's                  Y
## 9173   EZYV9173          Asia            Bachelor's                  Y
## 9174   EZYV9174          Asia              Master's                  N
## 9175   EZYV9175        Europe              Master's                  Y
## 9176   EZYV9176 South America             Doctorate                  Y
## 9178   EZYV9178          Asia              Master's                  Y
## 9179   EZYV9179          Asia            Bachelor's                  Y
## 9180   EZYV9180          Asia            Bachelor's                  Y
## 9181   EZYV9181          Asia              Master's                  Y
## 9183   EZYV9183 North America              Master's                  Y
## 9184   EZYV9184          Asia            Bachelor's                  Y
## 9186   EZYV9186 South America              Master's                  N
## 9187   EZYV9187          Asia           High School                  Y
## 9188   EZYV9188          Asia              Master's                  N
## 9189   EZYV9189        Europe           High School                  Y
## 9190   EZYV9190          Asia              Master's                  Y
## 9191   EZYV9191          Asia            Bachelor's                  Y
## 9195   EZYV9195          Asia            Bachelor's                  Y
## 9197   EZYV9197        Europe            Bachelor's                  N
## 9199   EZYV9199        Africa            Bachelor's                  Y
## 9200   EZYV9200          Asia           High School                  N
## 9201   EZYV9201          Asia              Master's                  Y
## 9202   EZYV9202          Asia           High School                  Y
## 9204   EZYV9204 North America              Master's                  Y
## 9205   EZYV9205 North America            Bachelor's                  Y
## 9206   EZYV9206          Asia              Master's                  N
## 9207   EZYV9207          Asia              Master's                  N
## 9209   EZYV9209        Europe              Master's                  Y
## 9210   EZYV9210          Asia            Bachelor's                  N
## 9211   EZYV9211 North America              Master's                  N
## 9213   EZYV9213        Europe              Master's                  Y
## 9216   EZYV9216          Asia              Master's                  Y
## 9217   EZYV9217        Africa            Bachelor's                  N
## 9218   EZYV9218          Asia            Bachelor's                  Y
## 9219   EZYV9219 North America             Doctorate                  N
## 9220   EZYV9220          Asia           High School                  N
## 9221   EZYV9221          Asia            Bachelor's                  Y
## 9222   EZYV9222 North America            Bachelor's                  N
## 9223   EZYV9223          Asia           High School                  Y
## 9224   EZYV9224          Asia           High School                  Y
## 9225   EZYV9225          Asia            Bachelor's                  Y
## 9226   EZYV9226          Asia              Master's                  Y
## 9227   EZYV9227          Asia              Master's                  Y
## 9228   EZYV9228          Asia            Bachelor's                  N
## 9229   EZYV9229          Asia            Bachelor's                  Y
## 9231   EZYV9231          Asia            Bachelor's                  N
## 9232   EZYV9232          Asia           High School                  Y
## 9233   EZYV9233          Asia            Bachelor's                  N
## 9235   EZYV9235        Europe            Bachelor's                  Y
## 9236   EZYV9236          Asia            Bachelor's                  N
## 9238   EZYV9238 North America              Master's                  Y
## 9239   EZYV9239          Asia             Doctorate                  N
## 9240   EZYV9240          Asia            Bachelor's                  N
## 9242   EZYV9242          Asia              Master's                  N
## 9243   EZYV9243        Europe              Master's                  Y
## 9244   EZYV9244          Asia            Bachelor's                  N
## 9245   EZYV9245          Asia            Bachelor's                  N
## 9246   EZYV9246          Asia             Doctorate                  Y
## 9247   EZYV9247          Asia              Master's                  Y
## 9248   EZYV9248          Asia              Master's                  N
## 9249   EZYV9249          Asia              Master's                  Y
## 9250   EZYV9250 North America            Bachelor's                  N
## 9251   EZYV9251          Asia              Master's                  Y
## 9252   EZYV9252 North America              Master's                  N
## 9253   EZYV9253        Europe            Bachelor's                  Y
## 9254   EZYV9254          Asia            Bachelor's                  N
## 9255   EZYV9255          Asia            Bachelor's                  Y
## 9256   EZYV9256          Asia           High School                  Y
## 9258   EZYV9258 North America             Doctorate                  Y
## 9261   EZYV9261          Asia              Master's                  Y
## 9262   EZYV9262          Asia              Master's                  Y
## 9263   EZYV9263 North America           High School                  N
## 9265   EZYV9265          Asia              Master's                  N
## 9266   EZYV9266          Asia            Bachelor's                  Y
## 9267   EZYV9267          Asia              Master's                  Y
## 9268   EZYV9268 North America           High School                  Y
## 9269   EZYV9269          Asia            Bachelor's                  Y
## 9270   EZYV9270        Europe            Bachelor's                  Y
## 9271   EZYV9271          Asia            Bachelor's                  Y
## 9272   EZYV9272          Asia            Bachelor's                  N
## 9273   EZYV9273          Asia              Master's                  Y
## 9274   EZYV9274 North America              Master's                  N
## 9275   EZYV9275          Asia            Bachelor's                  Y
## 9277   EZYV9277        Africa              Master's                  Y
## 9278   EZYV9278          Asia            Bachelor's                  N
## 9279   EZYV9279        Europe           High School                  N
## 9280   EZYV9280          Asia            Bachelor's                  N
## 9281   EZYV9281          Asia            Bachelor's                  N
## 9282   EZYV9282 North America            Bachelor's                  Y
## 9283   EZYV9283          Asia              Master's                  Y
## 9284   EZYV9284          Asia              Master's                  N
## 9286   EZYV9286          Asia              Master's                  Y
## 9287   EZYV9287          Asia           High School                  N
## 9288   EZYV9288 North America              Master's                  Y
## 9290   EZYV9290 North America              Master's                  Y
## 9292   EZYV9292          Asia              Master's                  Y
## 9293   EZYV9293          Asia            Bachelor's                  N
## 9294   EZYV9294        Europe            Bachelor's                  Y
## 9295   EZYV9295          Asia              Master's                  N
## 9296   EZYV9296          Asia            Bachelor's                  Y
## 9297   EZYV9297        Europe            Bachelor's                  Y
## 9299   EZYV9299          Asia            Bachelor's                  Y
## 9300   EZYV9300 North America              Master's                  Y
## 9301   EZYV9301          Asia              Master's                  N
## 9302   EZYV9302          Asia            Bachelor's                  N
## 9303   EZYV9303          Asia            Bachelor's                  N
## 9304   EZYV9304        Europe            Bachelor's                  Y
## 9305   EZYV9305        Africa              Master's                  Y
## 9306   EZYV9306          Asia            Bachelor's                  Y
## 9307   EZYV9307          Asia              Master's                  N
## 9308   EZYV9308          Asia           High School                  N
## 9309   EZYV9309 North America              Master's                  N
## 9311   EZYV9311 North America           High School                  N
## 9312   EZYV9312          Asia           High School                  N
## 9313   EZYV9313          Asia              Master's                  N
## 9314   EZYV9314          Asia             Doctorate                  Y
## 9315   EZYV9315          Asia              Master's                  N
## 9316   EZYV9316          Asia              Master's                  Y
## 9317   EZYV9317 South America            Bachelor's                  Y
## 9318   EZYV9318 North America           High School                  N
## 9319   EZYV9319          Asia            Bachelor's                  N
## 9320   EZYV9320 North America              Master's                  Y
## 9321   EZYV9321          Asia            Bachelor's                  Y
## 9322   EZYV9322 North America              Master's                  Y
## 9324   EZYV9324          Asia              Master's                  N
## 9325   EZYV9325          Asia              Master's                  N
## 9326   EZYV9326 North America             Doctorate                  Y
## 9327   EZYV9327 South America            Bachelor's                  Y
## 9328   EZYV9328          Asia           High School                  N
## 9329   EZYV9329          Asia              Master's                  Y
## 9330   EZYV9330          Asia           High School                  N
## 9331   EZYV9331 North America              Master's                  Y
## 9333   EZYV9333          Asia              Master's                  N
## 9335   EZYV9335          Asia            Bachelor's                  N
## 9338   EZYV9338 North America              Master's                  N
## 9339   EZYV9339 North America           High School                  Y
## 9340   EZYV9340        Europe             Doctorate                  Y
## 9341   EZYV9341          Asia            Bachelor's                  Y
## 9342   EZYV9342          Asia            Bachelor's                  Y
## 9343   EZYV9343          Asia              Master's                  N
## 9344   EZYV9344 North America              Master's                  N
## 9345   EZYV9345 North America              Master's                  Y
## 9346   EZYV9346          Asia              Master's                  Y
## 9347   EZYV9347        Europe              Master's                  Y
## 9349   EZYV9349          Asia            Bachelor's                  Y
## 9350   EZYV9350        Europe            Bachelor's                  Y
## 9351   EZYV9351          Asia              Master's                  Y
## 9352   EZYV9352        Europe              Master's                  Y
## 9354   EZYV9354          Asia              Master's                  Y
## 9355   EZYV9355          Asia            Bachelor's                  Y
## 9356   EZYV9356          Asia              Master's                  Y
## 9358   EZYV9358        Europe              Master's                  N
## 9359   EZYV9359          Asia            Bachelor's                  N
## 9360   EZYV9360          Asia              Master's                  Y
## 9361   EZYV9361 North America            Bachelor's                  Y
## 9362   EZYV9362 North America           High School                  Y
## 9363   EZYV9363          Asia            Bachelor's                  Y
## 9364   EZYV9364 South America            Bachelor's                  N
## 9365   EZYV9365        Europe             Doctorate                  N
## 9366   EZYV9366          Asia            Bachelor's                  Y
## 9367   EZYV9367          Asia            Bachelor's                  Y
## 9368   EZYV9368          Asia           High School                  N
## 9369   EZYV9369          Asia           High School                  N
## 9371   EZYV9371          Asia            Bachelor's                  N
## 9372   EZYV9372          Asia           High School                  Y
## 9373   EZYV9373          Asia              Master's                  N
## 9374   EZYV9374 North America              Master's                  N
## 9376   EZYV9376        Europe             Doctorate                  N
## 9378   EZYV9378          Asia              Master's                  N
## 9380   EZYV9380          Asia              Master's                  Y
## 9381   EZYV9381          Asia            Bachelor's                  Y
## 9382   EZYV9382 North America              Master's                  N
## 9383   EZYV9383 North America              Master's                  N
## 9384   EZYV9384        Africa              Master's                  N
## 9385   EZYV9385          Asia            Bachelor's                  N
## 9386   EZYV9386        Europe           High School                  N
## 9387   EZYV9387 North America           High School                  Y
## 9388   EZYV9388          Asia              Master's                  N
## 9390   EZYV9390          Asia            Bachelor's                  Y
## 9392   EZYV9392 South America            Bachelor's                  N
## 9393   EZYV9393          Asia           High School                  N
## 9394   EZYV9394          Asia              Master's                  Y
## 9395   EZYV9395 North America              Master's                  Y
## 9396   EZYV9396        Africa              Master's                  Y
## 9397   EZYV9397 South America           High School                  Y
## 9398   EZYV9398          Asia            Bachelor's                  N
## 9400   EZYV9400          Asia            Bachelor's                  N
## 9401   EZYV9401        Europe              Master's                  Y
## 9402   EZYV9402 North America            Bachelor's                  Y
## 9404   EZYV9404          Asia            Bachelor's                  Y
## 9405   EZYV9405          Asia            Bachelor's                  Y
## 9406   EZYV9406          Asia            Bachelor's                  N
## 9407   EZYV9407          Asia            Bachelor's                  Y
## 9408   EZYV9408          Asia              Master's                  Y
## 9409   EZYV9409          Asia              Master's                  Y
## 9410   EZYV9410 North America              Master's                  N
## 9411   EZYV9411          Asia              Master's                  N
## 9412   EZYV9412          Asia              Master's                  Y
## 9413   EZYV9413        Europe              Master's                  N
## 9414   EZYV9414          Asia           High School                  N
## 9415   EZYV9415          Asia            Bachelor's                  N
## 9418   EZYV9418          Asia            Bachelor's                  Y
## 9419   EZYV9419          Asia              Master's                  Y
## 9420   EZYV9420          Asia            Bachelor's                  Y
## 9422   EZYV9422        Europe           High School                  Y
## 9423   EZYV9423          Asia            Bachelor's                  Y
## 9425   EZYV9425          Asia              Master's                  Y
## 9426   EZYV9426          Asia              Master's                  N
## 9427   EZYV9427          Asia              Master's                  N
## 9429   EZYV9429          Asia           High School                  N
## 9430   EZYV9430        Europe              Master's                  Y
## 9431   EZYV9431          Asia              Master's                  Y
## 9432   EZYV9432          Asia            Bachelor's                  N
## 9433   EZYV9433          Asia            Bachelor's                  Y
## 9436   EZYV9436 North America              Master's                  Y
## 9437   EZYV9437          Asia            Bachelor's                  Y
## 9439   EZYV9439          Asia              Master's                  Y
## 9440   EZYV9440        Africa              Master's                  Y
## 9441   EZYV9441          Asia            Bachelor's                  Y
## 9444   EZYV9444        Europe            Bachelor's                  N
## 9446   EZYV9446 North America            Bachelor's                  N
## 9447   EZYV9447          Asia            Bachelor's                  N
## 9449   EZYV9449 North America            Bachelor's                  N
## 9450   EZYV9450          Asia              Master's                  Y
## 9452   EZYV9452          Asia            Bachelor's                  Y
## 9453   EZYV9453          Asia              Master's                  Y
## 9455   EZYV9455        Europe              Master's                  N
## 9456   EZYV9456          Asia            Bachelor's                  N
## 9457   EZYV9457 North America              Master's                  Y
## 9459   EZYV9459          Asia            Bachelor's                  Y
## 9460   EZYV9460          Asia              Master's                  Y
## 9461   EZYV9461          Asia              Master's                  Y
## 9463   EZYV9463          Asia            Bachelor's                  N
## 9464   EZYV9464        Europe            Bachelor's                  N
## 9465   EZYV9465          Asia              Master's                  Y
## 9466   EZYV9466          Asia            Bachelor's                  Y
## 9467   EZYV9467          Asia              Master's                  Y
## 9468   EZYV9468          Asia              Master's                  N
## 9469   EZYV9469          Asia            Bachelor's                  Y
## 9470   EZYV9470          Asia              Master's                  N
## 9471   EZYV9471 South America            Bachelor's                  Y
## 9472   EZYV9472          Asia            Bachelor's                  Y
## 9473   EZYV9473          Asia            Bachelor's                  N
## 9474   EZYV9474          Asia              Master's                  Y
## 9475   EZYV9475          Asia            Bachelor's                  Y
## 9476   EZYV9476          Asia            Bachelor's                  Y
## 9478   EZYV9478          Asia             Doctorate                  Y
## 9479   EZYV9479 North America            Bachelor's                  Y
## 9480   EZYV9480        Europe              Master's                  Y
## 9481   EZYV9481          Asia            Bachelor's                  N
## 9482   EZYV9482          Asia           High School                  N
## 9483   EZYV9483          Asia              Master's                  N
## 9484   EZYV9484          Asia            Bachelor's                  N
## 9485   EZYV9485        Europe             Doctorate                  Y
## 9486   EZYV9486          Asia            Bachelor's                  Y
## 9487   EZYV9487          Asia              Master's                  Y
## 9488   EZYV9488        Europe            Bachelor's                  N
## 9489   EZYV9489          Asia              Master's                  Y
## 9490   EZYV9490          Asia              Master's                  N
## 9491   EZYV9491        Europe            Bachelor's                  Y
## 9492   EZYV9492        Europe           High School                  Y
## 9493   EZYV9493          Asia           High School                  N
## 9494   EZYV9494          Asia             Doctorate                  Y
## 9495   EZYV9495 North America            Bachelor's                  Y
## 9497   EZYV9497          Asia            Bachelor's                  Y
## 9498   EZYV9498          Asia              Master's                  N
## 9499   EZYV9499          Asia              Master's                  Y
## 9500   EZYV9500          Asia            Bachelor's                  N
## 9501   EZYV9501 South America            Bachelor's                  Y
## 9503   EZYV9503 North America            Bachelor's                  N
## 9504   EZYV9504          Asia            Bachelor's                  N
## 9505   EZYV9505          Asia            Bachelor's                  N
## 9506   EZYV9506          Asia             Doctorate                  N
## 9507   EZYV9507          Asia           High School                  Y
## 9508   EZYV9508        Europe            Bachelor's                  N
## 9509   EZYV9509          Asia              Master's                  Y
## 9510   EZYV9510          Asia           High School                  Y
## 9511   EZYV9511          Asia           High School                  N
## 9513   EZYV9513          Asia              Master's                  Y
## 9514   EZYV9514          Asia              Master's                  N
## 9515   EZYV9515 North America              Master's                  Y
## 9516   EZYV9516          Asia              Master's                  Y
## 9517   EZYV9517          Asia              Master's                  N
## 9518   EZYV9518        Europe              Master's                  Y
## 9521   EZYV9521        Europe            Bachelor's                  N
## 9522   EZYV9522          Asia            Bachelor's                  Y
## 9523   EZYV9523          Asia            Bachelor's                  Y
## 9524   EZYV9524          Asia           High School                  Y
## 9525   EZYV9525        Europe             Doctorate                  N
## 9528   EZYV9528        Europe            Bachelor's                  N
## 9529   EZYV9529          Asia            Bachelor's                  Y
## 9530   EZYV9530          Asia             Doctorate                  N
## 9531   EZYV9531          Asia           High School                  Y
## 9532   EZYV9532          Asia              Master's                  N
## 9533   EZYV9533        Europe             Doctorate                  Y
## 9534   EZYV9534 North America            Bachelor's                  Y
## 9535   EZYV9535          Asia              Master's                  Y
## 9536   EZYV9536          Asia              Master's                  N
## 9537   EZYV9537 North America              Master's                  N
## 9538   EZYV9538          Asia            Bachelor's                  Y
## 9539   EZYV9539          Asia              Master's                  Y
## 9540   EZYV9540          Asia            Bachelor's                  N
## 9541   EZYV9541          Asia              Master's                  N
## 9543   EZYV9543 South America              Master's                  N
## 9544   EZYV9544          Asia              Master's                  N
## 9545   EZYV9545 North America            Bachelor's                  Y
## 9546   EZYV9546        Europe           High School                  N
## 9547   EZYV9547 North America            Bachelor's                  Y
## 9548   EZYV9548          Asia            Bachelor's                  Y
## 9549   EZYV9549 North America            Bachelor's                  Y
## 9550   EZYV9550        Europe            Bachelor's                  Y
## 9551   EZYV9551          Asia              Master's                  Y
## 9552   EZYV9552          Asia            Bachelor's                  N
## 9553   EZYV9553          Asia              Master's                  N
## 9554   EZYV9554 North America            Bachelor's                  N
## 9556   EZYV9556          Asia           High School                  Y
## 9557   EZYV9557          Asia            Bachelor's                  Y
## 9560   EZYV9560        Europe           High School                  Y
## 9561   EZYV9561          Asia           High School                  N
## 9562   EZYV9562          Asia              Master's                  N
## 9564   EZYV9564          Asia             Doctorate                  N
## 9565   EZYV9565        Europe              Master's                  Y
## 9566   EZYV9566 South America            Bachelor's                  Y
## 9567   EZYV9567          Asia            Bachelor's                  Y
## 9568   EZYV9568          Asia              Master's                  Y
## 9569   EZYV9569          Asia            Bachelor's                  N
## 9570   EZYV9570 North America              Master's                  Y
## 9571   EZYV9571          Asia            Bachelor's                  Y
## 9572   EZYV9572 North America              Master's                  N
## 9573   EZYV9573          Asia            Bachelor's                  N
## 9574   EZYV9574 North America            Bachelor's                  Y
## 9575   EZYV9575          Asia            Bachelor's                  Y
## 9577   EZYV9577          Asia            Bachelor's                  Y
## 9578   EZYV9578 North America            Bachelor's                  Y
## 9579   EZYV9579          Asia            Bachelor's                  Y
## 9581   EZYV9581 South America             Doctorate                  N
## 9582   EZYV9582          Asia            Bachelor's                  Y
## 9583   EZYV9583        Europe              Master's                  Y
## 9585   EZYV9585          Asia              Master's                  N
## 9586   EZYV9586          Asia           High School                  Y
## 9587   EZYV9587          Asia              Master's                  N
## 9589   EZYV9589          Asia            Bachelor's                  N
## 9591   EZYV9591        Africa           High School                  Y
## 9592   EZYV9592          Asia             Doctorate                  Y
## 9593   EZYV9593        Africa              Master's                  Y
## 9594   EZYV9594          Asia              Master's                  N
## 9595   EZYV9595        Europe            Bachelor's                  N
## 9596   EZYV9596          Asia              Master's                  N
## 9597   EZYV9597        Europe            Bachelor's                  Y
## 9598   EZYV9598          Asia            Bachelor's                  Y
## 9599   EZYV9599        Africa              Master's                  N
## 9600   EZYV9600          Asia              Master's                  Y
## 9601   EZYV9601          Asia            Bachelor's                  Y
## 9602   EZYV9602          Asia            Bachelor's                  Y
## 9604   EZYV9604 South America              Master's                  Y
## 9605   EZYV9605          Asia              Master's                  N
## 9606   EZYV9606          Asia            Bachelor's                  Y
## 9607   EZYV9607          Asia            Bachelor's                  N
## 9608   EZYV9608          Asia           High School                  N
## 9609   EZYV9609          Asia            Bachelor's                  Y
## 9610   EZYV9610          Asia            Bachelor's                  Y
## 9611   EZYV9611          Asia             Doctorate                  N
## 9612   EZYV9612 North America            Bachelor's                  Y
## 9613   EZYV9613          Asia              Master's                  Y
## 9614   EZYV9614          Asia           High School                  N
## 9615   EZYV9615          Asia            Bachelor's                  N
## 9617   EZYV9617 North America           High School                  N
## 9618   EZYV9618       Oceania              Master's                  Y
## 9619   EZYV9619 North America           High School                  Y
## 9620   EZYV9620 North America              Master's                  Y
## 9621   EZYV9621          Asia            Bachelor's                  N
## 9622   EZYV9622          Asia            Bachelor's                  N
## 9623   EZYV9623          Asia              Master's                  N
## 9624   EZYV9624 North America              Master's                  Y
## 9625   EZYV9625          Asia            Bachelor's                  N
## 9626   EZYV9626          Asia             Doctorate                  N
## 9627   EZYV9627          Asia            Bachelor's                  N
## 9628   EZYV9628        Europe            Bachelor's                  Y
## 9629   EZYV9629 North America            Bachelor's                  Y
## 9630   EZYV9630          Asia              Master's                  N
## 9631   EZYV9631          Asia              Master's                  Y
## 9632   EZYV9632          Asia             Doctorate                  Y
## 9633   EZYV9633 North America           High School                  N
## 9634   EZYV9634          Asia              Master's                  Y
## 9636   EZYV9636          Asia              Master's                  Y
## 9637   EZYV9637          Asia             Doctorate                  Y
## 9638   EZYV9638          Asia            Bachelor's                  Y
## 9639   EZYV9639        Europe            Bachelor's                  Y
## 9640   EZYV9640          Asia            Bachelor's                  Y
## 9641   EZYV9641        Europe            Bachelor's                  Y
## 9642   EZYV9642        Europe              Master's                  Y
## 9643   EZYV9643          Asia            Bachelor's                  Y
## 9645   EZYV9645          Asia              Master's                  Y
## 9646   EZYV9646          Asia              Master's                  Y
## 9647   EZYV9647          Asia            Bachelor's                  N
## 9648   EZYV9648        Europe            Bachelor's                  N
## 9650   EZYV9650        Europe             Doctorate                  Y
## 9651   EZYV9651          Asia              Master's                  Y
## 9652   EZYV9652          Asia             Doctorate                  N
## 9653   EZYV9653          Asia            Bachelor's                  N
## 9654   EZYV9654          Asia              Master's                  Y
## 9655   EZYV9655          Asia              Master's                  Y
## 9657   EZYV9657          Asia           High School                  N
## 9658   EZYV9658          Asia            Bachelor's                  Y
## 9659   EZYV9659        Europe            Bachelor's                  N
## 9660   EZYV9660          Asia              Master's                  Y
## 9661   EZYV9661          Asia           High School                  N
## 9663   EZYV9663       Oceania              Master's                  Y
## 9664   EZYV9664 North America            Bachelor's                  Y
## 9666   EZYV9666          Asia           High School                  Y
## 9667   EZYV9667          Asia            Bachelor's                  Y
## 9669   EZYV9669          Asia            Bachelor's                  N
## 9671   EZYV9671        Europe             Doctorate                  N
## 9672   EZYV9672          Asia            Bachelor's                  Y
## 9673   EZYV9673          Asia            Bachelor's                  Y
## 9676   EZYV9676 North America            Bachelor's                  Y
## 9677   EZYV9677 North America            Bachelor's                  N
## 9679   EZYV9679          Asia           High School                  N
## 9680   EZYV9680          Asia            Bachelor's                  N
## 9681   EZYV9681          Asia              Master's                  Y
## 9682   EZYV9682 North America              Master's                  N
## 9683   EZYV9683          Asia            Bachelor's                  Y
## 9684   EZYV9684          Asia            Bachelor's                  Y
## 9685   EZYV9685          Asia              Master's                  Y
## 9687   EZYV9687          Asia           High School                  Y
## 9688   EZYV9688          Asia            Bachelor's                  Y
## 9689   EZYV9689          Asia            Bachelor's                  Y
## 9690   EZYV9690          Asia              Master's                  Y
## 9691   EZYV9691 North America            Bachelor's                  N
## 9692   EZYV9692          Asia              Master's                  Y
## 9693   EZYV9693        Europe              Master's                  N
## 9695   EZYV9695          Asia           High School                  Y
## 9696   EZYV9696          Asia            Bachelor's                  Y
## 9697   EZYV9697 South America           High School                  Y
## 9699   EZYV9699        Europe            Bachelor's                  Y
## 9701   EZYV9701          Asia              Master's                  Y
## 9702   EZYV9702        Europe              Master's                  Y
## 9703   EZYV9703          Asia              Master's                  Y
## 9704   EZYV9704          Asia            Bachelor's                  N
## 9706   EZYV9706 North America           High School                  N
## 9707   EZYV9707 North America            Bachelor's                  Y
## 9708   EZYV9708          Asia              Master's                  N
## 9711   EZYV9711          Asia            Bachelor's                  N
## 9712   EZYV9712 North America              Master's                  N
## 9713   EZYV9713          Asia              Master's                  N
## 9714   EZYV9714          Asia            Bachelor's                  N
## 9715   EZYV9715          Asia            Bachelor's                  N
## 9716   EZYV9716          Asia              Master's                  N
## 9717   EZYV9717          Asia            Bachelor's                  N
## 9718   EZYV9718          Asia              Master's                  Y
## 9719   EZYV9719          Asia              Master's                  N
## 9720   EZYV9720        Europe             Doctorate                  Y
## 9721   EZYV9721          Asia              Master's                  Y
## 9722   EZYV9722          Asia           High School                  Y
## 9724   EZYV9724          Asia           High School                  Y
## 9725   EZYV9725          Asia            Bachelor's                  N
## 9726   EZYV9726          Asia             Doctorate                  Y
## 9727   EZYV9727          Asia              Master's                  Y
## 9728   EZYV9728          Asia            Bachelor's                  Y
## 9731   EZYV9731 South America             Doctorate                  N
## 9733   EZYV9733        Africa              Master's                  Y
## 9734   EZYV9734 North America            Bachelor's                  Y
## 9737   EZYV9737          Asia            Bachelor's                  N
## 9738   EZYV9738          Asia            Bachelor's                  Y
## 9739   EZYV9739          Asia            Bachelor's                  N
## 9740   EZYV9740          Asia            Bachelor's                  Y
## 9741   EZYV9741        Africa              Master's                  Y
## 9742   EZYV9742          Asia              Master's                  N
## 9743   EZYV9743 North America              Master's                  N
## 9745   EZYV9745 North America            Bachelor's                  Y
## 9746   EZYV9746          Asia              Master's                  N
## 9747   EZYV9747          Asia              Master's                  Y
## 9748   EZYV9748        Europe             Doctorate                  Y
## 9749   EZYV9749          Asia            Bachelor's                  Y
## 9750   EZYV9750          Asia              Master's                  Y
## 9751   EZYV9751 North America              Master's                  Y
## 9752   EZYV9752          Asia            Bachelor's                  Y
## 9753   EZYV9753          Asia              Master's                  Y
## 9755   EZYV9755          Asia              Master's                  Y
## 9756   EZYV9756          Asia            Bachelor's                  N
## 9757   EZYV9757          Asia              Master's                  Y
## 9758   EZYV9758 North America            Bachelor's                  Y
## 9759   EZYV9759          Asia            Bachelor's                  Y
## 9760   EZYV9760          Asia              Master's                  Y
## 9761   EZYV9761          Asia              Master's                  N
## 9762   EZYV9762          Asia            Bachelor's                  Y
## 9765   EZYV9765          Asia            Bachelor's                  Y
## 9767   EZYV9767          Asia            Bachelor's                  N
## 9768   EZYV9768          Asia            Bachelor's                  N
## 9769   EZYV9769          Asia            Bachelor's                  Y
## 9770   EZYV9770 South America              Master's                  N
## 9771   EZYV9771 North America              Master's                  Y
## 9772   EZYV9772          Asia           High School                  Y
## 9773   EZYV9773          Asia           High School                  Y
## 9774   EZYV9774          Asia            Bachelor's                  Y
## 9775   EZYV9775          Asia            Bachelor's                  Y
## 9776   EZYV9776          Asia            Bachelor's                  Y
## 9777   EZYV9777          Asia              Master's                  Y
## 9778   EZYV9778          Asia              Master's                  N
## 9779   EZYV9779          Asia              Master's                  Y
## 9780   EZYV9780          Asia            Bachelor's                  N
## 9781   EZYV9781        Europe             Doctorate                  Y
## 9782   EZYV9782       Oceania              Master's                  Y
## 9783   EZYV9783 North America              Master's                  N
## 9784   EZYV9784          Asia           High School                  N
## 9785   EZYV9785 North America            Bachelor's                  Y
## 9786   EZYV9786        Europe              Master's                  Y
## 9788   EZYV9788          Asia           High School                  Y
## 9790   EZYV9790        Europe            Bachelor's                  N
## 9791   EZYV9791          Asia           High School                  N
## 9792   EZYV9792          Asia              Master's                  N
## 9793   EZYV9793          Asia           High School                  Y
## 9795   EZYV9795          Asia            Bachelor's                  N
## 9797   EZYV9797        Europe              Master's                  N
## 9798   EZYV9798          Asia            Bachelor's                  N
## 9799   EZYV9799          Asia              Master's                  Y
## 9800   EZYV9800          Asia              Master's                  N
## 9801   EZYV9801 South America            Bachelor's                  Y
## 9802   EZYV9802          Asia              Master's                  Y
## 9803   EZYV9803          Asia              Master's                  N
## 9804   EZYV9804        Europe            Bachelor's                  Y
## 9805   EZYV9805          Asia            Bachelor's                  Y
## 9806   EZYV9806          Asia            Bachelor's                  Y
## 9807   EZYV9807        Europe             Doctorate                  N
## 9808   EZYV9808          Asia            Bachelor's                  Y
## 9809   EZYV9809 North America           High School                  Y
## 9810   EZYV9810        Europe            Bachelor's                  Y
## 9811   EZYV9811 North America              Master's                  Y
## 9812   EZYV9812          Asia           High School                  Y
## 9813   EZYV9813        Africa           High School                  Y
## 9814   EZYV9814          Asia           High School                  Y
## 9815   EZYV9815        Europe             Doctorate                  Y
## 9818   EZYV9818          Asia              Master's                  Y
## 9820   EZYV9820          Asia            Bachelor's                  N
## 9821   EZYV9821          Asia           High School                  Y
## 9823   EZYV9823          Asia              Master's                  Y
## 9824   EZYV9824          Asia              Master's                  N
## 9825   EZYV9825          Asia             Doctorate                  N
## 9826   EZYV9826        Europe           High School                  N
## 9828   EZYV9828          Asia           High School                  Y
## 9829   EZYV9829          Asia            Bachelor's                  Y
## 9830   EZYV9830          Asia            Bachelor's                  Y
## 9831   EZYV9831          Asia              Master's                  N
## 9833   EZYV9833          Asia            Bachelor's                  Y
## 9834   EZYV9834        Europe            Bachelor's                  Y
## 9835   EZYV9835          Asia            Bachelor's                  N
## 9836   EZYV9836        Europe            Bachelor's                  N
## 9837   EZYV9837          Asia              Master's                  Y
## 9838   EZYV9838        Europe              Master's                  Y
## 9839   EZYV9839          Asia              Master's                  N
## 9840   EZYV9840          Asia              Master's                  Y
## 9841   EZYV9841        Africa            Bachelor's                  N
## 9842   EZYV9842        Africa              Master's                  N
## 9843   EZYV9843          Asia              Master's                  N
## 9844   EZYV9844          Asia              Master's                  N
## 9845   EZYV9845          Asia            Bachelor's                  Y
## 9846   EZYV9846          Asia           High School                  Y
## 9847   EZYV9847          Asia            Bachelor's                  N
## 9848   EZYV9848          Asia            Bachelor's                  Y
## 9849   EZYV9849          Asia              Master's                  N
## 9850   EZYV9850          Asia           High School                  Y
## 9851   EZYV9851 North America              Master's                  N
## 9852   EZYV9852          Asia            Bachelor's                  Y
## 9854   EZYV9854 South America              Master's                  N
## 9855   EZYV9855          Asia           High School                  N
## 9856   EZYV9856          Asia            Bachelor's                  Y
## 9858   EZYV9858          Asia              Master's                  Y
## 9860   EZYV9860          Asia           High School                  Y
## 9862   EZYV9862 North America              Master's                  N
## 9863   EZYV9863          Asia            Bachelor's                  Y
## 9864   EZYV9864          Asia            Bachelor's                  N
## 9865   EZYV9865 North America              Master's                  Y
## 9867   EZYV9867          Asia            Bachelor's                  Y
## 9869   EZYV9869 South America             Doctorate                  N
## 9870   EZYV9870          Asia            Bachelor's                  Y
## 9872   EZYV9872          Asia              Master's                  Y
## 9873   EZYV9873        Europe              Master's                  Y
## 9874   EZYV9874 North America              Master's                  Y
## 9875   EZYV9875          Asia            Bachelor's                  N
## 9876   EZYV9876          Asia            Bachelor's                  Y
## 9877   EZYV9877 North America              Master's                  N
## 9878   EZYV9878          Asia            Bachelor's                  Y
## 9879   EZYV9879 North America              Master's                  Y
## 9880   EZYV9880          Asia              Master's                  N
## 9881   EZYV9881        Europe            Bachelor's                  Y
## 9882   EZYV9882          Asia            Bachelor's                  N
## 9883   EZYV9883          Asia            Bachelor's                  Y
## 9884   EZYV9884 North America           High School                  N
## 9886   EZYV9886          Asia              Master's                  N
## 9887   EZYV9887          Asia            Bachelor's                  Y
## 9888   EZYV9888          Asia              Master's                  N
## 9889   EZYV9889          Asia              Master's                  Y
## 9890   EZYV9890          Asia            Bachelor's                  N
## 9891   EZYV9891          Asia           High School                  N
## 9892   EZYV9892          Asia            Bachelor's                  N
## 9893   EZYV9893          Asia           High School                  Y
## 9894   EZYV9894          Asia              Master's                  Y
## 9896   EZYV9896          Asia            Bachelor's                  N
## 9897   EZYV9897          Asia              Master's                  N
## 9901   EZYV9901 North America            Bachelor's                  N
## 9902   EZYV9902          Asia            Bachelor's                  Y
## 9903   EZYV9903          Asia             Doctorate                  N
## 9904   EZYV9904        Europe             Doctorate                  N
## 9905   EZYV9905        Europe              Master's                  Y
## 9906   EZYV9906 North America            Bachelor's                  N
## 9907   EZYV9907 North America            Bachelor's                  Y
## 9908   EZYV9908          Asia              Master's                  N
## 9909   EZYV9909          Asia              Master's                  Y
## 9910   EZYV9910          Asia              Master's                  Y
## 9911   EZYV9911 North America           High School                  Y
## 9912   EZYV9912          Asia           High School                  Y
## 9914   EZYV9914          Asia           High School                  Y
## 9915   EZYV9915          Asia              Master's                  N
## 9917   EZYV9917          Asia           High School                  Y
## 9918   EZYV9918          Asia            Bachelor's                  Y
## 9919   EZYV9919          Asia            Bachelor's                  N
## 9920   EZYV9920          Asia            Bachelor's                  Y
## 9921   EZYV9921          Asia           High School                  Y
## 9922   EZYV9922 North America             Doctorate                  Y
## 9923   EZYV9923 North America              Master's                  Y
## 9924   EZYV9924          Asia            Bachelor's                  Y
## 9925   EZYV9925          Asia            Bachelor's                  Y
## 9926   EZYV9926          Asia              Master's                  N
## 9928   EZYV9928          Asia            Bachelor's                  N
## 9930   EZYV9930 North America           High School                  Y
## 9931   EZYV9931          Asia            Bachelor's                  Y
## 9932   EZYV9932        Europe           High School                  N
## 9934   EZYV9934          Asia            Bachelor's                  Y
## 9936   EZYV9936          Asia              Master's                  Y
## 9938   EZYV9938          Asia            Bachelor's                  Y
## 9939   EZYV9939          Asia              Master's                  Y
## 9940   EZYV9940        Europe              Master's                  Y
## 9941   EZYV9941          Asia             Doctorate                  Y
## 9942   EZYV9942          Asia              Master's                  N
## 9944   EZYV9944          Asia             Doctorate                  N
## 9945   EZYV9945          Asia              Master's                  N
## 9946   EZYV9946 North America              Master's                  N
## 9947   EZYV9947 North America              Master's                  Y
## 9948   EZYV9948          Asia            Bachelor's                  N
## 9949   EZYV9949        Europe             Doctorate                  N
## 9950   EZYV9950          Asia              Master's                  N
## 9953   EZYV9953        Europe            Bachelor's                  Y
## 9954   EZYV9954 North America              Master's                  Y
## 9955   EZYV9955          Asia              Master's                  Y
## 9956   EZYV9956          Asia              Master's                  N
## 9957   EZYV9957          Asia              Master's                  N
## 9958   EZYV9958          Asia              Master's                  N
## 9959   EZYV9959          Asia            Bachelor's                  Y
## 9960   EZYV9960          Asia            Bachelor's                  Y
## 9961   EZYV9961        Europe            Bachelor's                  N
## 9962   EZYV9962        Europe            Bachelor's                  Y
## 9963   EZYV9963 North America            Bachelor's                  N
## 9964   EZYV9964 North America              Master's                  N
## 9965   EZYV9965          Asia              Master's                  Y
## 9966   EZYV9966          Asia              Master's                  Y
## 9967   EZYV9967          Asia           High School                  Y
## 9968   EZYV9968        Europe              Master's                  Y
## 9969   EZYV9969          Asia           High School                  Y
## 9970   EZYV9970       Oceania            Bachelor's                  N
## 9972   EZYV9972        Europe              Master's                  Y
## 9973   EZYV9973 North America              Master's                  N
## 9974   EZYV9974          Asia              Master's                  N
## 9975   EZYV9975          Asia            Bachelor's                  N
## 9977   EZYV9977 North America              Master's                  N
## 9978   EZYV9978          Asia              Master's                  N
## 9979   EZYV9979          Asia            Bachelor's                  N
## 9982   EZYV9982          Asia            Bachelor's                  Y
## 9983   EZYV9983        Europe           High School                  Y
## 9984   EZYV9984 North America           High School                  N
## 9985   EZYV9985 North America              Master's                  N
## 9987   EZYV9987          Asia            Bachelor's                  N
## 9988   EZYV9988          Asia            Bachelor's                  Y
## 9989   EZYV9989          Asia           High School                  Y
## 9990   EZYV9990          Asia              Master's                  Y
## 9991   EZYV9991          Asia            Bachelor's                  Y
## 9992   EZYV9992        Europe            Bachelor's                  Y
## 9993   EZYV9993        Europe              Master's                  Y
## 9994   EZYV9994 North America           High School                  N
## 9995   EZYV9995          Asia           High School                  Y
## 9996   EZYV9996          Asia            Bachelor's                  N
## 9999   EZYV9999 North America           High School                  N
## 10001 EZYV10001          Asia            Bachelor's                  N
## 10002 EZYV10002 North America              Master's                  Y
## 10003 EZYV10003          Asia            Bachelor's                  Y
## 10004 EZYV10004 North America              Master's                  Y
## 10005 EZYV10005          Asia            Bachelor's                  N
## 10007 EZYV10007 North America              Master's                  N
## 10009 EZYV10009          Asia             Doctorate                  Y
## 10010 EZYV10010 South America             Doctorate                  Y
## 10011 EZYV10011          Asia              Master's                  Y
## 10012 EZYV10012          Asia            Bachelor's                  N
## 10013 EZYV10013          Asia            Bachelor's                  Y
## 10014 EZYV10014          Asia            Bachelor's                  Y
## 10015 EZYV10015          Asia            Bachelor's                  N
## 10016 EZYV10016          Asia            Bachelor's                  Y
## 10018 EZYV10018          Asia            Bachelor's                  N
## 10019 EZYV10019        Europe            Bachelor's                  N
## 10020 EZYV10020          Asia            Bachelor's                  Y
## 10021 EZYV10021        Europe             Doctorate                  Y
## 10022 EZYV10022          Asia           High School                  N
## 10023 EZYV10023          Asia              Master's                  Y
## 10024 EZYV10024          Asia              Master's                  N
## 10025 EZYV10025          Asia              Master's                  Y
## 10026 EZYV10026          Asia            Bachelor's                  Y
## 10027 EZYV10027          Asia              Master's                  N
## 10029 EZYV10029        Europe             Doctorate                  N
## 10030 EZYV10030          Asia              Master's                  N
## 10031 EZYV10031        Europe              Master's                  N
## 10032 EZYV10032        Europe              Master's                  Y
## 10033 EZYV10033          Asia              Master's                  Y
## 10034 EZYV10034          Asia              Master's                  Y
## 10035 EZYV10035          Asia           High School                  Y
## 10036 EZYV10036 North America           High School                  Y
## 10037 EZYV10037        Europe            Bachelor's                  Y
## 10038 EZYV10038          Asia              Master's                  N
## 10040 EZYV10040          Asia              Master's                  N
## 10043 EZYV10043 North America             Doctorate                  N
## 10045 EZYV10045          Asia            Bachelor's                  Y
## 10046 EZYV10046          Asia            Bachelor's                  Y
## 10047 EZYV10047          Asia            Bachelor's                  N
## 10051 EZYV10051          Asia              Master's                  Y
## 10052 EZYV10052        Europe             Doctorate                  Y
## 10053 EZYV10053 North America              Master's                  Y
## 10054 EZYV10054          Asia            Bachelor's                  Y
## 10057 EZYV10057 North America              Master's                  Y
## 10058 EZYV10058          Asia            Bachelor's                  Y
## 10059 EZYV10059 South America           High School                  Y
## 10060 EZYV10060          Asia           High School                  N
## 10062 EZYV10062        Europe              Master's                  Y
## 10063 EZYV10063          Asia            Bachelor's                  Y
## 10064 EZYV10064          Asia              Master's                  Y
## 10065 EZYV10065        Africa              Master's                  N
## 10066 EZYV10066        Europe             Doctorate                  N
## 10067 EZYV10067        Europe            Bachelor's                  Y
## 10068 EZYV10068          Asia              Master's                  N
## 10069 EZYV10069 North America            Bachelor's                  Y
## 10071 EZYV10071 North America            Bachelor's                  N
## 10072 EZYV10072          Asia            Bachelor's                  Y
## 10073 EZYV10073          Asia            Bachelor's                  Y
## 10076 EZYV10076 North America            Bachelor's                  Y
## 10077 EZYV10077          Asia              Master's                  Y
## 10080 EZYV10080          Asia              Master's                  Y
## 10081 EZYV10081 North America              Master's                  N
## 10082 EZYV10082          Asia              Master's                  N
## 10087 EZYV10087          Asia            Bachelor's                  Y
## 10089 EZYV10089 North America              Master's                  Y
## 10091 EZYV10091          Asia           High School                  Y
## 10092 EZYV10092          Asia             Doctorate                  Y
## 10094 EZYV10094          Asia              Master's                  Y
## 10095 EZYV10095          Asia              Master's                  Y
## 10096 EZYV10096          Asia            Bachelor's                  Y
## 10098 EZYV10098 North America              Master's                  Y
## 10099 EZYV10099 North America             Doctorate                  Y
## 10100 EZYV10100          Asia              Master's                  N
## 10101 EZYV10101          Asia            Bachelor's                  Y
## 10102 EZYV10102          Asia           High School                  N
## 10103 EZYV10103          Asia             Doctorate                  N
## 10104 EZYV10104 North America              Master's                  Y
## 10105 EZYV10105        Europe             Doctorate                  N
## 10106 EZYV10106 South America              Master's                  N
## 10107 EZYV10107          Asia            Bachelor's                  N
## 10108 EZYV10108          Asia            Bachelor's                  N
## 10109 EZYV10109          Asia            Bachelor's                  N
## 10110 EZYV10110          Asia              Master's                  Y
## 10112 EZYV10112          Asia              Master's                  N
## 10113 EZYV10113 North America             Doctorate                  Y
## 10114 EZYV10114          Asia           High School                  Y
## 10115 EZYV10115          Asia            Bachelor's                  Y
## 10116 EZYV10116          Asia            Bachelor's                  N
## 10117 EZYV10117 North America            Bachelor's                  Y
## 10118 EZYV10118 North America            Bachelor's                  N
## 10119 EZYV10119          Asia              Master's                  N
## 10120 EZYV10120 South America            Bachelor's                  N
## 10121 EZYV10121        Europe              Master's                  Y
## 10123 EZYV10123          Asia              Master's                  N
## 10124 EZYV10124          Asia              Master's                  N
## 10125 EZYV10125 North America              Master's                  Y
## 10126 EZYV10126        Europe              Master's                  N
## 10127 EZYV10127 North America              Master's                  Y
## 10128 EZYV10128          Asia           High School                  N
## 10130 EZYV10130          Asia           High School                  N
## 10132 EZYV10132        Europe            Bachelor's                  N
## 10135 EZYV10135          Asia              Master's                  Y
## 10136 EZYV10136        Europe            Bachelor's                  N
## 10137 EZYV10137          Asia              Master's                  Y
## 10138 EZYV10138          Asia            Bachelor's                  Y
## 10139 EZYV10139 North America              Master's                  N
## 10140 EZYV10140          Asia              Master's                  N
## 10141 EZYV10141        Europe              Master's                  N
## 10142 EZYV10142          Asia             Doctorate                  N
## 10143 EZYV10143          Asia              Master's                  Y
## 10144 EZYV10144          Asia           High School                  Y
## 10145 EZYV10145        Europe            Bachelor's                  N
## 10146 EZYV10146        Europe              Master's                  Y
## 10149 EZYV10149          Asia              Master's                  Y
## 10150 EZYV10150 South America           High School                  Y
## 10152 EZYV10152          Asia           High School                  Y
## 10153 EZYV10153          Asia              Master's                  N
## 10154 EZYV10154          Asia            Bachelor's                  N
## 10155 EZYV10155          Asia              Master's                  Y
## 10156 EZYV10156          Asia             Doctorate                  Y
## 10158 EZYV10158          Asia              Master's                  Y
## 10159 EZYV10159          Asia              Master's                  Y
## 10162 EZYV10162 North America              Master's                  N
## 10163 EZYV10163 North America            Bachelor's                  Y
## 10164 EZYV10164 North America            Bachelor's                  N
## 10165 EZYV10165          Asia            Bachelor's                  Y
## 10166 EZYV10166        Europe             Doctorate                  N
## 10168 EZYV10168 North America            Bachelor's                  N
## 10170 EZYV10170       Oceania            Bachelor's                  Y
## 10171 EZYV10171          Asia            Bachelor's                  Y
## 10172 EZYV10172          Asia             Doctorate                  Y
## 10173 EZYV10173          Asia           High School                  Y
## 10174 EZYV10174        Europe              Master's                  Y
## 10175 EZYV10175          Asia              Master's                  Y
## 10176 EZYV10176        Europe              Master's                  N
## 10177 EZYV10177          Asia            Bachelor's                  N
## 10178 EZYV10178          Asia           High School                  Y
## 10179 EZYV10179          Asia           High School                  N
## 10180 EZYV10180          Asia            Bachelor's                  N
## 10182 EZYV10182        Europe             Doctorate                  N
## 10183 EZYV10183          Asia           High School                  Y
## 10184 EZYV10184          Asia              Master's                  Y
## 10185 EZYV10185          Asia              Master's                  Y
## 10186 EZYV10186          Asia            Bachelor's                  Y
## 10187 EZYV10187          Asia              Master's                  Y
## 10188 EZYV10188          Asia            Bachelor's                  N
## 10189 EZYV10189          Asia              Master's                  N
## 10190 EZYV10190          Asia            Bachelor's                  Y
## 10191 EZYV10191          Asia            Bachelor's                  Y
## 10192 EZYV10192          Asia            Bachelor's                  Y
## 10193 EZYV10193          Asia              Master's                  Y
## 10194 EZYV10194          Asia              Master's                  N
## 10195 EZYV10195          Asia              Master's                  Y
## 10196 EZYV10196          Asia            Bachelor's                  Y
## 10197 EZYV10197          Asia              Master's                  N
## 10198 EZYV10198          Asia              Master's                  Y
## 10199 EZYV10199          Asia            Bachelor's                  N
## 10200 EZYV10200 North America             Doctorate                  Y
## 10201 EZYV10201          Asia              Master's                  Y
## 10202 EZYV10202          Asia           High School                  Y
## 10203 EZYV10203        Europe              Master's                  N
## 10204 EZYV10204          Asia              Master's                  Y
## 10206 EZYV10206          Asia           High School                  Y
## 10208 EZYV10208        Europe             Doctorate                  Y
## 10209 EZYV10209          Asia              Master's                  N
## 10210 EZYV10210          Asia            Bachelor's                  Y
## 10212 EZYV10212          Asia              Master's                  N
## 10214 EZYV10214 North America              Master's                  Y
## 10215 EZYV10215          Asia            Bachelor's                  Y
## 10216 EZYV10216          Asia              Master's                  N
## 10218 EZYV10218          Asia            Bachelor's                  Y
## 10219 EZYV10219          Asia             Doctorate                  Y
## 10220 EZYV10220          Asia           High School                  N
## 10221 EZYV10221          Asia            Bachelor's                  Y
## 10222 EZYV10222          Asia            Bachelor's                  Y
## 10223 EZYV10223          Asia           High School                  N
## 10224 EZYV10224          Asia              Master's                  N
## 10225 EZYV10225          Asia            Bachelor's                  N
## 10226 EZYV10226        Europe            Bachelor's                  N
## 10227 EZYV10227 North America              Master's                  Y
## 10228 EZYV10228          Asia           High School                  Y
## 10230 EZYV10230          Asia              Master's                  Y
## 10231 EZYV10231          Asia            Bachelor's                  Y
## 10232 EZYV10232          Asia            Bachelor's                  Y
## 10233 EZYV10233 North America            Bachelor's                  N
## 10234 EZYV10234        Africa            Bachelor's                  N
## 10236 EZYV10236          Asia            Bachelor's                  Y
## 10237 EZYV10237          Asia              Master's                  Y
## 10239 EZYV10239          Asia            Bachelor's                  Y
## 10240 EZYV10240 North America            Bachelor's                  Y
## 10241 EZYV10241          Asia              Master's                  Y
## 10243 EZYV10243          Asia            Bachelor's                  Y
## 10244 EZYV10244          Asia             Doctorate                  Y
## 10245 EZYV10245          Asia            Bachelor's                  N
## 10246 EZYV10246          Asia            Bachelor's                  Y
## 10247 EZYV10247        Europe             Doctorate                  N
## 10248 EZYV10248          Asia              Master's                  Y
## 10249 EZYV10249          Asia            Bachelor's                  Y
## 10250 EZYV10250          Asia              Master's                  Y
## 10251 EZYV10251 North America              Master's                  N
## 10252 EZYV10252 North America              Master's                  N
## 10253 EZYV10253        Europe              Master's                  Y
## 10254 EZYV10254          Asia              Master's                  N
## 10256 EZYV10256 North America              Master's                  Y
## 10258 EZYV10258          Asia              Master's                  N
## 10259 EZYV10259          Asia              Master's                  Y
## 10260 EZYV10260          Asia            Bachelor's                  N
## 10262 EZYV10262        Europe             Doctorate                  Y
## 10263 EZYV10263          Asia              Master's                  Y
## 10264 EZYV10264          Asia              Master's                  N
## 10265 EZYV10265 North America            Bachelor's                  N
## 10266 EZYV10266          Asia           High School                  N
## 10267 EZYV10267 North America            Bachelor's                  N
## 10268 EZYV10268          Asia              Master's                  N
## 10269 EZYV10269          Asia            Bachelor's                  Y
## 10270 EZYV10270 North America              Master's                  N
## 10271 EZYV10271        Europe             Doctorate                  Y
## 10272 EZYV10272        Europe            Bachelor's                  N
## 10273 EZYV10273          Asia              Master's                  Y
## 10274 EZYV10274          Asia              Master's                  Y
## 10275 EZYV10275          Asia              Master's                  N
## 10277 EZYV10277 North America            Bachelor's                  Y
## 10279 EZYV10279          Asia            Bachelor's                  Y
## 10280 EZYV10280          Asia            Bachelor's                  Y
## 10282 EZYV10282          Asia            Bachelor's                  Y
## 10283 EZYV10283          Asia              Master's                  N
## 10284 EZYV10284          Asia              Master's                  Y
## 10285 EZYV10285          Asia            Bachelor's                  Y
## 10287 EZYV10287          Asia            Bachelor's                  N
## 10288 EZYV10288          Asia             Doctorate                  Y
## 10289 EZYV10289        Europe            Bachelor's                  Y
## 10290 EZYV10290          Asia              Master's                  Y
## 10291 EZYV10291        Europe              Master's                  Y
## 10292 EZYV10292          Asia            Bachelor's                  N
## 10293 EZYV10293 South America            Bachelor's                  Y
## 10294 EZYV10294          Asia           High School                  N
## 10295 EZYV10295          Asia            Bachelor's                  N
## 10297 EZYV10297          Asia           High School                  Y
## 10298 EZYV10298          Asia              Master's                  N
## 10299 EZYV10299 North America           High School                  N
## 10300 EZYV10300          Asia            Bachelor's                  Y
## 10301 EZYV10301          Asia              Master's                  Y
## 10303 EZYV10303          Asia              Master's                  N
## 10305 EZYV10305          Asia              Master's                  Y
## 10306 EZYV10306       Oceania              Master's                  Y
## 10307 EZYV10307        Europe            Bachelor's                  Y
## 10308 EZYV10308          Asia              Master's                  N
## 10309 EZYV10309          Asia             Doctorate                  N
## 10310 EZYV10310 South America            Bachelor's                  Y
## 10312 EZYV10312        Europe            Bachelor's                  Y
## 10313 EZYV10313 North America              Master's                  Y
## 10314 EZYV10314 North America              Master's                  Y
## 10315 EZYV10315          Asia            Bachelor's                  Y
## 10316 EZYV10316          Asia           High School                  N
## 10317 EZYV10317          Asia            Bachelor's                  Y
## 10318 EZYV10318          Asia            Bachelor's                  N
## 10319 EZYV10319        Europe            Bachelor's                  N
## 10320 EZYV10320          Asia            Bachelor's                  Y
## 10321 EZYV10321          Asia              Master's                  Y
## 10322 EZYV10322          Asia            Bachelor's                  N
## 10323 EZYV10323          Asia            Bachelor's                  N
## 10324 EZYV10324        Europe            Bachelor's                  N
## 10325 EZYV10325        Europe            Bachelor's                  Y
## 10326 EZYV10326        Europe            Bachelor's                  Y
## 10327 EZYV10327          Asia              Master's                  Y
## 10328 EZYV10328          Asia              Master's                  Y
## 10329 EZYV10329          Asia              Master's                  N
## 10330 EZYV10330          Asia            Bachelor's                  Y
## 10332 EZYV10332        Europe            Bachelor's                  Y
## 10333 EZYV10333        Europe             Doctorate                  N
## 10334 EZYV10334          Asia              Master's                  N
## 10335 EZYV10335          Asia            Bachelor's                  N
## 10336 EZYV10336          Asia             Doctorate                  Y
## 10337 EZYV10337        Europe             Doctorate                  N
## 10338 EZYV10338          Asia            Bachelor's                  N
## 10341 EZYV10341 South America           High School                  N
## 10343 EZYV10343          Asia            Bachelor's                  N
## 10344 EZYV10344          Asia           High School                  Y
## 10345 EZYV10345          Asia             Doctorate                  Y
## 10346 EZYV10346          Asia           High School                  N
## 10347 EZYV10347 North America           High School                  N
## 10348 EZYV10348 North America              Master's                  Y
##       requires_job_training no_of_employees yr_of_estab region_of_employment
## 2                         N            2412        2002            Northeast
## 5                         N            1082        2005                South
## 6                         N            2339        2012                South
## 7                         N            4985        1994                South
## 9                         N            4810        2012              Midwest
## 10                        N            2251        1995                South
## 11                        N            2465        2004              Midwest
## 12                        N            4069        2005            Northeast
## 14                        N            1652        2007              Midwest
## 16                        N            4897        1987                 West
## 18                        N            2747        2001                 West
## 19                        N            4743        2004              Midwest
## 20                        N             843        1972              Midwest
## 21                        N             880        2008                 West
## 22                        N            1706        2013              Midwest
## 23                        N            2878        1968                 West
## 25                        N             241        1981              Midwest
## 26                        N            1100        1997              Midwest
## 27                        N             756        1995                South
## 28                        Y            2889        2005                South
## 29                        N              18        2004            Northeast
## 30                        N             758        2009            Northeast
## 31                        N            1408        1998              Midwest
## 33                        N            2415        1963              Midwest
## 34                        N            2395        2000                South
## 36                        N            5512        2001            Northeast
## 37                        N            2520        1981                 West
## 38                        Y              44        1965                South
## 40                        N            3729        2007              Midwest
## 41                        N            3723        2011                 West
## 42                        N            1209        1989            Northeast
## 44                        N            2582        1989                South
## 45                        N            5407        1998                 West
## 46                        Y            2092        1998                South
## 47                        N            2623        2008                South
## 48                        N             226        1991              Midwest
## 49                        N            2405        1933                South
## 50                        Y            2171        1960            Northeast
## 51                        N             746        1991              Midwest
## 52                        N            3129        2003              Midwest
## 53                        N            1647        1998              Midwest
## 54                        N            2438        1976              Midwest
## 56                        N            2368        1998            Northeast
## 57                        Y             779        1994                 West
## 58                        N            2825        1996            Northeast
## 59                        N            3510        2007                 West
## 60                        N            2624        2012              Midwest
## 61                        Y            5340        2010                 West
## 62                        Y            2311        1994              Midwest
## 63                        N            5110        2004                 West
## 64                        N            1316        1995                South
## 65                        N             100        2001            Northeast
## 66                        N            2021        2007              Midwest
## 67                        N              80        1968                 West
## 69                        Y            2654        2013              Midwest
## 70                        N             292        2005                South
## 71                        N            1320        2001            Northeast
## 72                        N            1722        2007                South
## 73                        N            3339        1935            Northeast
## 75                        N            3705        2001                South
## 76                        N              85        1999            Northeast
## 78                        N            1274        1999                South
## 79                        N            1549        2001                South
## 80                        Y            1062        1998                 West
## 82                        N            4036        2001                South
## 83                        N              39        2000                 West
## 84                        N            2359        2007            Northeast
## 85                        Y            1023        2002                South
## 86                        N            2480        1981            Northeast
## 87                        N            1255        1989            Northeast
## 88                        N            4455        1998                 West
## 89                        N            2543        1939            Northeast
## 90                        N            1359        2008                 West
## 91                        Y            2324        2006            Northeast
## 92                        N            4103        2004            Northeast
## 93                        N            3667        1970            Northeast
## 94                        N             488        2010              Midwest
## 95                        N            2724        1998                South
## 96                        N            1392        2001                South
## 97                        N            2573        1977            Northeast
## 98                        N            3524        1982              Midwest
## 99                        N            1847        1977            Northeast
## 101                       N            2227        2007            Northeast
## 102                       N             334        2007              Midwest
## 103                       N             224        2008              Midwest
## 104                       N             367        1982                 West
## 105                       N             306        2003            Northeast
## 106                       N            2317        1995               Island
## 107                       N             890        1981                 West
## 108                       N            2002        2006                South
## 109                       N            2903        1943              Midwest
## 110                       N            2504        2001                 West
## 111                       N             951        1956              Midwest
## 113                       N            2421        1974                South
## 114                       N            1019        2005                South
## 115                       N            1048        1985              Midwest
## 116                       N            3323        2005              Midwest
## 117                       N             509        1997                South
## 118                       Y            2225        1976            Northeast
## 119                       N            1641        1984              Midwest
## 120                       N            1144        2001            Northeast
## 121                       N            2334        1971                South
## 123                       Y            2754        1997                South
## 124                       N            1099        2005                 West
## 125                       N             960        2012            Northeast
## 126                       N            2750        1997                 West
## 127                       N            2753        2010            Northeast
## 129                       N            2140        1997                South
## 130                       N            4499        2008            Northeast
## 132                       N            1333        1969            Northeast
## 134                       N            4289        2005              Midwest
## 136                       N            1948        2002                South
## 138                       N            2847        2013              Midwest
## 140                       N              54        1988                South
## 141                       N            4390        1944                South
## 144                       N            2831        1977                South
## 145                       Y            1634        1999                South
## 146                       N            1810        1943                South
## 147                       N            3290        2005            Northeast
## 148                       N             472        2004                 West
## 150                       N            2326        1933                 West
## 152                       N            2261        1966              Midwest
## 153                       N             255        2003            Northeast
## 154                       N             373        2009                South
## 155                       Y              22        1999              Midwest
## 156                       Y            3102        2001                 West
## 157                       N            5147        1997            Northeast
## 158                       N             284        2007            Northeast
## 161                       Y            1200        2013              Midwest
## 162                       N             337        2004                 West
## 164                       N             816        1947                South
## 165                       N            2640        2009                 West
## 166                       N            4190        2006                South
## 167                       N             459        1998            Northeast
## 168                       N            3351        1993            Northeast
## 169                       N            3639        1988            Northeast
## 170                       N             373        1992                 West
## 171                       N             201        1982                South
## 172                       N            5461        1979            Northeast
## 173                       N            3050        1993            Northeast
## 175                       N            3207        1995              Midwest
## 176                       N            5820        1998                South
## 177                       Y            3229        1999                South
## 178                       N            2708        2010            Northeast
## 179                       Y            2779        2002              Midwest
## 180                       N             977        1986            Northeast
## 183                       Y            4439        1962                South
## 184                       N            1929        2001              Midwest
## 185                       N             654        1954            Northeast
## 186                       Y             557        2010            Northeast
## 187                       N             421        2005              Midwest
## 188                       N             600        2009            Northeast
## 189                       N            1551        1989                 West
## 190                       N            2540        2003              Midwest
## 191                       N             961        2007                 West
## 193                       N            4045        1987                 West
## 195                       N            2180        1992              Midwest
## 196                       N             872        1991            Northeast
## 197                       N            2689        1998                South
## 198                       Y            2752        2006                South
## 199                       N            1375        1976                South
## 201                       N            3282        1979                 West
## 202                       N            1313        2002                 West
## 203                       N            3128        1999                 West
## 204                       N            4757        1981              Midwest
## 206                       N            2524        1946                 West
## 207                       N             766        1950              Midwest
## 208                       N            1190        2003                South
## 209                       N            2741        2005            Northeast
## 210                       N            3233        2012                South
## 211                       N            2696        1966               Island
## 213                       Y             111        2008            Northeast
## 214                       N            5396        1963                South
## 215                       N            2778        2000            Northeast
## 219                       N            1867        1933            Northeast
## 220                       N            3395        2008                South
## 221                       N             879        1996              Midwest
## 223                       N            2468        1991                 West
## 225                       N            1004        1960              Midwest
## 226                       N             717        1998            Northeast
## 227                       N              20        1997              Midwest
## 228                       N             503        1998              Midwest
## 229                       N             584        1968                 West
## 230                       N            2770        1997                South
## 231                       N             284        1982                 West
## 232                       N            1935        1989            Northeast
## 233                       N            2098        2010                South
## 234                       N            3223        1997                South
## 235                       N            2771        1975                 West
## 236                       N            2147        1986                 West
## 237                       N            2543        2014                 West
## 239                       N            3592        1950                 West
## 240                       N            5504        1996                South
## 241                       N            2216        2000            Northeast
## 242                       N            2871        2009                South
## 243                       Y            2509        2003                 West
## 244                       N            1720        1995            Northeast
## 245                       N            1760        1997                South
## 246                       N              25        1980            Northeast
## 247                       Y            1025        2005            Northeast
## 248                       N             109        2008                South
## 249                       N            2901        1971            Northeast
## 250                       N            4449        1963            Northeast
## 251                       N            4280        2004            Northeast
## 252                       Y            2223        2013                 West
## 253                       N            1667        2007                South
## 254                       N            5260        1994                 West
## 256                       N            1243        1998                 West
## 257                       N            1721        2009                South
## 258                       N             517        1949                South
## 259                       N            3266        2007              Midwest
## 260                       N             955        1998                 West
## 261                       N            1310        2007                South
## 264                       N            2374        2006              Midwest
## 265                       N            4241        1998            Northeast
## 268                       N            2733        1960                 West
## 272                       N            1233        2001                South
## 273                       N            1681        1999                 West
## 274                       N            1608        2009                 West
## 275                       N            4349        1998                 West
## 276                       N            1764        1961                South
## 277                       Y            4440        1998                South
## 278                       N             769        1951                South
## 279                       N            2443        1958              Midwest
## 280                       N            3725        2009              Midwest
## 281                       N            2061        1995                 West
## 283                       N            3489        2007                South
## 285                       N            1932        1989                South
## 287                       N             306        1975                South
## 288                       N             623        2007            Northeast
## 289                       N            2288        2011                 West
## 290                       Y            3370        2007                 West
## 291                       N             875        1983              Midwest
## 292                       N            2586        1997                 West
## 293                       N             661        2006              Midwest
## 294                       N            2337        1996                South
## 295                       N            1672        1998                South
## 296                       N             717        1948                South
## 297                       N            1017        1975                South
## 298                       N            1624        2000                 West
## 300                       Y            2009        2005                 West
## 301                       N            3268        2012              Midwest
## 302                       N            1312        1998                South
## 303                       N             229        2005                 West
## 304                       N            2597        1945                 West
## 305                       N            2114        1977                 West
## 307                       N            2609        1991            Northeast
## 308                       N            4265        1997                South
## 309                       N             533        1978                 West
## 310                       N            4574        2006            Northeast
## 311                       Y             954        1988                 West
## 312                       N            3831        2010                 West
## 313                       N            1778        1983                South
## 316                       N            2170        1998              Midwest
## 317                       N            3550        2012                 West
## 318                       N            1761        1995              Midwest
## 320                       Y            1615        1991                South
## 321                       N            4153        2010               Island
## 322                       Y             743        1999                South
## 323                       N            3827        1995                South
## 324                       N            2345        1966                South
## 325                       N            6188        1993                South
## 327                       N            5576        2009                 West
## 328                       N            5075        1981            Northeast
## 330                       N            2698        1970                 West
## 331                       N            1485        1993            Northeast
## 332                       N            2425        2008                South
## 334                       N            1738        2011              Midwest
## 336                       N            1222        1975              Midwest
## 337                       N             186        1991                 West
## 338                       Y            2747        1994            Northeast
## 339                       N            2114        2012            Northeast
## 340                       N            4550        1968              Midwest
## 341                       N            1083        1999                South
## 344                       N            1741        1950            Northeast
## 345                       N            3438        2013               Island
## 346                       N            1501        1983              Midwest
## 347                       N            2284        2013                South
## 348                       N            2384        2007                 West
## 352                       N            2280        2011              Midwest
## 353                       N            1610        1962              Midwest
## 354                       N            1766        1997                South
## 355                       N            2269        1997            Northeast
## 357                       N             819        1994               Island
## 359                       N            1983        2010                 West
## 360                       N            2927        1977                South
## 361                       N            2553        2004              Midwest
## 364                       N             308        1995                 West
## 365                       Y            2561        2014            Northeast
## 367                       N            5483        2003                 West
## 369                       N            1506        1998            Northeast
## 370                       N             190        2001              Midwest
## 371                       Y            2701        2010                South
## 372                       N            3062        2001            Northeast
## 373                       N              71        2005                South
## 374                       N            3166        1995            Northeast
## 378                       N            2240        2006                 West
## 379                       Y              11        2011            Northeast
## 381                       N             149        1948                South
## 382                       N             855        2009            Northeast
## 383                       N             566        1998              Midwest
## 384                       N            3970        2013                 West
## 385                       N             720        2001                 West
## 386                       N            2948        1967                 West
## 387                       N            3962        2011            Northeast
## 388                       N            4857        2001            Northeast
## 389                       N            1200        1996              Midwest
## 390                       N            2579        2007                 West
## 392                       N             202        1986                 West
## 393                       N              51        2003                 West
## 394                       Y            3628        2000            Northeast
## 396                       N             869        2001                 West
## 397                       N             693        1999                 West
## 398                       N            1525        1978                 West
## 399                       N            1584        1984              Midwest
## 400                       N             448        2006            Northeast
## 403                       N            1983        2002                South
## 404                       N             525        2001                 West
## 405                       N             997        2001              Midwest
## 406                       N            2290        2015            Northeast
## 407                       N             153        1972              Midwest
## 410                       Y            4713        1968                 West
## 412                       N            1010        2007                 West
## 413                       Y            2105        2000                 West
## 415                       N            4651        1938                South
## 417                       Y             690        2013            Northeast
## 418                       N            2549        1993                South
## 419                       N            1363        1982                South
## 420                       N            2517        2005                South
## 421                       N            3094        1986                South
## 422                       Y            2378        2005                 West
## 423                       N            3817        2010            Northeast
## 424                       N            4247        2005                 West
## 425                       N            2109        2002            Northeast
## 426                       N            1847        2002                South
## 427                       N            2675        1997              Midwest
## 429                       N            3696        2001            Northeast
## 431                       N            3282        2003                South
## 433                       N            1496        2001            Northeast
## 434                       N            2481        2008            Northeast
## 435                       N            1451        2009                South
## 436                       N            1499        1969            Northeast
## 438                       N            3537        1998                 West
## 439                       N            4562        2006            Northeast
## 440                       N            1641        1985                South
## 441                       N             614        1999                 West
## 442                       N             137        1993                South
## 443                       N             956        1960                 West
## 445                       N            2884        2008            Northeast
## 447                       N             636        1977                South
## 448                       N             255        2004            Northeast
## 449                       N            2311        2005                 West
## 450                       N             781        1983              Midwest
## 451                       Y            1543        1999                 West
## 452                       N            3057        1995                South
## 453                       N            4670        2003                 West
## 454                       N            3277        1980              Midwest
## 455                       N            2114        1965            Northeast
## 456                       Y            2148        1986                South
## 457                       N            3542        1963            Northeast
## 459                       N             412        1994                South
## 460                       N              60        1948                South
## 461                       N             922        1998                South
## 462                       Y            2999        2006                South
## 463                       N            4258        2008                 West
## 464                       N            3267        2001                South
## 465                       N            3039        1994              Midwest
## 466                       N             546        1983              Midwest
## 467                       N            3433        2002                 West
## 468                       N            1540        1947            Northeast
## 469                       N             772        2007                South
## 470                       N             412        2010                 West
## 471                       Y             758        1996               Island
## 472                       N            1571        1996                 West
## 473                       N             731        2007            Northeast
## 474                       N            1419        1973                 West
## 475                       N            1006        2009                South
## 476                       Y            1458        1999                South
## 477                       N             467        1959                South
## 479                       N            1337        1988            Northeast
## 480                       Y            2933        2001                 West
## 481                       N            3285        1989            Northeast
## 483                       N            4132        2003                South
## 484                       N            2691        2014            Northeast
## 485                       N            3176        2003                 West
## 486                       N            3209        2001            Northeast
## 487                       N            3267        2003                South
## 488                       N             519        1998               Island
## 489                       N            4762        2005              Midwest
## 490                       N            1267        2010                 West
## 491                       N            3697        2001                 West
## 492                       N            1126        2010            Northeast
## 493                       N            1106        2000                 West
## 496                       Y              46        1948                 West
## 498                       N            3514        2010              Midwest
## 499                       N            1110        1963                South
## 500                       N             553        1979                South
## 501                       N            1245        2012              Midwest
## 502                       N             981        1984            Northeast
## 503                       N            3244        2007                 West
## 504                       Y            2557        1995                 West
## 505                       N            1369        2010                South
## 507                       N            3115        2006            Northeast
## 508                       N             211        2003            Northeast
## 509                       N            1446        2007                South
## 511                       N            4420        1984                 West
## 512                       N            2670        2013                 West
## 513                       N            2020        2000                South
## 514                       N             605        1994                South
## 516                       N             288        1997                South
## 519                       N            2659        1989            Northeast
## 520                       N            4118        1997                 West
## 522                       Y            1178        1987              Midwest
## 524                       N            1378        2009                South
## 525                       N             486        2005                South
## 526                       N             180        1988                 West
## 527                       N            1190        1996                South
## 528                       N            1648        1940            Northeast
## 530                       N             124        2009                 West
## 531                       N            3238        1996            Northeast
## 533                       N            2889        1934            Northeast
## 534                       N            2303        1988              Midwest
## 535                       N            1876        1980            Northeast
## 536                       N             241        1961            Northeast
## 537                       N             412        1997                 West
## 538                       N            3348        1994            Northeast
## 539                       N            2650        1989                South
## 540                       Y            1187        1968                 West
## 541                       N            4506        1949                 West
## 542                       N            2437        2007                South
## 543                       N            3736        2001            Northeast
## 544                       N            1826        1968            Northeast
## 545                       N            4824        1996                 West
## 546                       N             364        2010              Midwest
## 547                       N            1980        2006            Northeast
## 549                       Y            3198        2011            Northeast
## 550                       Y            1235        2000            Northeast
## 553                       N            2360        1965            Northeast
## 554                       N            1746        1984                 West
## 555                       N             633        1985                 West
## 556                       N            2774        1985                South
## 557                       N            1538        1962                 West
## 558                       Y            3696        1998                 West
## 559                       N            4990        1976            Northeast
## 560                       N            3130        2009                South
## 561                       N            1056        2010                 West
## 562                       N             496        1994              Midwest
## 563                       N            3937        1991            Northeast
## 564                       N            3792        1992                 West
## 565                       N            2165        2013                 West
## 566                       N            2641        2007                South
## 568                       N            2247        2003            Northeast
## 570                       N            4185        1993              Midwest
## 571                       N            1268        2001                South
## 572                       N            2122        2005                South
## 573                       N             673        2005                South
## 574                       N            1002        1989                 West
## 576                       N            4040        1994              Midwest
## 577                       N            2721        1997              Midwest
## 578                       N             645        1988                South
## 579                       N            1743        1998                 West
## 580                       N            1097        2005            Northeast
## 581                       Y            4393        2010                South
## 582                       N            4668        1975                 West
## 583                       N            2188        1999                South
## 584                       N            1105        1962                 West
## 585                       Y             940        2001                South
## 586                       N            1850        2009            Northeast
## 588                       Y              24        2007            Northeast
## 589                       N             304        2000              Midwest
## 590                       N            1372        2011              Midwest
## 593                       N             621        1997                 West
## 594                       N            1643        1998            Northeast
## 595                       N            1110        2010               Island
## 596                       N             908        1997               Island
## 597                       N            2042        2006              Midwest
## 598                       N            2266        2000              Midwest
## 601                       N            3712        2011              Midwest
## 602                       N            1469        1981                South
## 603                       Y            1003        2013                South
## 604                       N            3144        2012            Northeast
## 605                       N            1989        1995                 West
## 606                       N            1176        1969            Northeast
## 607                       N             110        1983              Midwest
## 608                       N            2845        2004                South
## 609                       N            2150        2010                South
## 610                       Y             643        1986                South
## 611                       N            3712        1989                South
## 612                       N            2715        1948                South
## 613                       N             944        1991              Midwest
## 614                       N            3298        2005                South
## 615                       N            4915        2005            Northeast
## 617                       N            2652        1952                South
## 618                       N            3960        1968                 West
## 619                       N            3510        2005            Northeast
## 620                       Y             604        1966                South
## 621                       Y            3256        2004                South
## 622                       N            3899        1989                 West
## 624                       N            4746        1980                 West
## 625                       N             869        2010                 West
## 626                       Y            2658        2008                South
## 627                       N            2626        1972                South
## 628                       N            1888        2003              Midwest
## 629                       N            2128        2001            Northeast
## 630                       Y            2188        2007                South
## 633                       N            1261        1975            Northeast
## 634                       N            2158        2006            Northeast
## 635                       N             834        1977            Northeast
## 636                       N            1194        1998                South
## 637                       N            1566        1998              Midwest
## 638                       N             878        1966              Midwest
## 639                       N             213        2000                 West
## 641                       Y            3281        2000                 West
## 642                       N            2652        2006            Northeast
## 645                       N             162        1994                South
## 646                       N            3993        2004              Midwest
## 647                       N            2953        2000              Midwest
## 649                       N            3510        2005              Midwest
## 650                       N            3363        1983                South
## 651                       N            2377        2006                South
## 653                       N             756        1988                South
## 654                       N             421        2010                 West
## 655                       Y             964        2004                South
## 656                       N            3647        1949                South
## 657                       N            2477        1970                 West
## 660                       N             298        2008                 West
## 661                       N            2563        1986            Northeast
## 662                       N            1737        1956                 West
## 663                       N            1370        2000                South
## 664                       N              56        1992                South
## 665                       N            2440        1994                 West
## 667                       N            1433        1987            Northeast
## 668                       N            2950        2009                South
## 669                       N            5660        2000            Northeast
## 671                       N            1574        2012                South
## 672                       N            3361        1993                 West
## 674                       N            1318        1989            Northeast
## 676                       N            3041        2004                South
## 677                       N             987        1968              Midwest
## 678                       N            3206        2013                 West
## 679                       N             413        2013                 West
## 681                       Y            3638        1974              Midwest
## 683                       N             499        2007                 West
## 684                       N            1970        2004            Northeast
## 685                       N            1369        2003              Midwest
## 686                       N            1325        2006            Northeast
## 687                       N             582        1971                South
## 688                       N            2850        1991                South
## 689                       N             677        1989                South
## 690                       N             107        2005            Northeast
## 691                       N            3875        1986            Northeast
## 692                       N            1736        2010                 West
## 693                       Y            2751        2004                South
## 694                       N            2486        1994            Northeast
## 695                       N            1446        1988            Northeast
## 696                       N            5980        1986            Northeast
## 698                       N            2043        1961                 West
## 699                       N            1929        2005            Northeast
## 701                       N            4709        1976            Northeast
## 702                       N            1698        1975                 West
## 703                       Y            1130        1992                South
## 704                       Y            1082        2009            Northeast
## 705                       N            1817        1988            Northeast
## 708                       N             970        1986                 West
## 711                       N            1955        2004                 West
## 712                       Y            2064        2008            Northeast
## 713                       N            2050        1999            Northeast
## 715                       N            1975        1997            Northeast
## 716                       N            5198        2009                South
## 718                       N            4794        1994                 West
## 720                       N             298        2011              Midwest
## 721                       N            1968        1988              Midwest
## 722                       N            3815        1987            Northeast
## 723                       N            2812        1977            Northeast
## 725                       N            2886        1985            Northeast
## 726                       N            3425        2003                South
## 727                       Y             704        2013                South
## 728                       N             660        2009                South
## 729                       Y            4792        2008                 West
## 730                       N            1259        2001            Northeast
## 731                       N            2091        1948                 West
## 733                       N            2377        1989                South
## 734                       N             457        1987                South
## 735                       N             206        2001                 West
## 736                       N            1838        1990              Midwest
## 737                       N            3358        2002            Northeast
## 739                       N            1222        1997            Northeast
## 740                       Y             819        2002                South
## 741                       N            1466        1998                 West
## 742                       N             603        2010                South
## 743                       N            3393        2013                 West
## 744                       Y            1154        2010                South
## 745                       N            4181        2002                 West
## 746                       N             620        1998                 West
## 747                       N            3951        1973              Midwest
## 748                       Y            1827        1973                 West
## 749                       N              84        2004                South
## 750                       N            1781        1971                South
## 751                       N            4633        2011                South
## 753                       Y            1222        2009                 West
## 754                       N            3537        1998              Midwest
## 755                       N            2913        1953            Northeast
## 756                       N            1911        2001            Northeast
## 757                       Y            2323        1979                South
## 758                       N             536        2001                 West
## 759                       N            1583        2004                 West
## 760                       Y            1426        1989                 West
## 761                       Y             598        2006            Northeast
## 762                       N             895        1956            Northeast
## 763                       N            1551        2012               Island
## 764                       N            3537        2007                 West
## 765                       N            1393        1991                South
## 766                       Y            1787        2006                 West
## 767                       N            1251        1999            Northeast
## 768                       N            1573        2008                 West
## 770                       N            3615        2012                 West
## 771                       Y            2122        2009                South
## 772                       N            2098        2011              Midwest
## 773                       N            1996        2001              Midwest
## 774                       N             555        1968                 West
## 776                       N            2614        1959                South
## 777                       N            3107        2009              Midwest
## 778                       N            1316        1996              Midwest
## 779                       N            2483        2008              Midwest
## 780                       N            1113        1968            Northeast
## 781                       N            3656        1971                South
## 782                       N            2569        2008                 West
## 783                       N            4879        1998            Northeast
## 784                       N            2367        1978              Midwest
## 785                       N            1145        1999              Midwest
## 786                       N            1522        1982            Northeast
## 787                       N            4403        1988              Midwest
## 788                       N             412        2005                South
## 790                       N            2546        1977            Northeast
## 792                       N            1229        2005            Northeast
## 793                       N            2808        1962            Northeast
## 794                       N            4005        2008            Northeast
## 795                       N             531        1953                South
## 796                       N            1536        2007              Midwest
## 797                       N            1561        2009                South
## 798                       N            1957        2000            Northeast
## 799                       N             520        1984            Northeast
## 802                       N             932        1980            Northeast
## 803                       N            2187        2004            Northeast
## 805                       Y            2726        1995            Northeast
## 806                       N            4220        1990            Northeast
## 809                       N            1809        2008                 West
## 810                       N            3477        2008            Northeast
## 811                       N             869        1948            Northeast
## 812                       N            2569        2008              Midwest
## 813                       N            2945        1986            Northeast
## 814                       N            5664        1999                 West
## 815                       N            3028        1987              Midwest
## 816                       N            2573        1999                 West
## 817                       N            3236        1988                South
## 819                       N             644        1977            Northeast
## 821                       N            5953        2009            Northeast
## 822                       N             772        2001            Northeast
## 823                       N            2514        1972                South
## 824                       N             532        2001            Northeast
## 825                       N            5178        2001                 West
## 828                       Y            2861        1987                South
## 829                       N            2566        1990            Northeast
## 830                       N            2485        2006              Midwest
## 831                       N             373        1962                South
## 832                       N            2333        2006                South
## 833                       N              17        2002                South
## 835                       N            2316        2001            Northeast
## 836                       N            1077        2013            Northeast
## 837                       N            2309        1951            Northeast
## 838                       N            2007        1960            Northeast
## 839                       N            1885        1992                 West
## 840                       N            4537        1999                 West
## 841                       N            2364        1998              Midwest
## 844                       N            2228        2005                 West
## 846                       N            1386        1995              Midwest
## 847                       Y            2610        1972                South
## 848                       N            1063        2012                South
## 849                       N            1640        2007                South
## 850                       N            1531        2002                 West
## 851                       N            4077        2010            Northeast
## 852                       N            1432        2000               Island
## 853                       N            2328        1988            Northeast
## 854                       N            1086        1971                South
## 855                       N            1480        1967                South
## 856                       N             563        2011                 West
## 857                       Y            1881        1972                South
## 858                       N            4655        1998                South
## 859                       N            2685        2011            Northeast
## 860                       N            4836        1991                 West
## 861                       N            2922        2001                 West
## 862                       N            3932        1996            Northeast
## 863                       N            3345        1992                 West
## 864                       N            1817        2010              Midwest
## 865                       Y             241        1994            Northeast
## 866                       N            4729        1951                South
## 867                       N            3184        2005              Midwest
## 869                       N             203        1998              Midwest
## 870                       N             616        2001                South
## 871                       N            1153        1995                 West
## 872                       N             367        2016              Midwest
## 873                       N             159        2006                 West
## 874                       N            6289        2004            Northeast
## 875                       Y             815        2012                 West
## 876                       N             819        1987                South
## 877                       N             731        2004            Northeast
## 879                       N             958        2005                South
## 880                       N             231        2004              Midwest
## 881                       N              74        2001            Northeast
## 882                       N             987        2009                 West
## 883                       N            4032        1953            Northeast
## 885                       N            4276        2005              Midwest
## 886                       N            2448        1991            Northeast
## 888                       N            2323        1989              Midwest
## 890                       N            2931        2001            Northeast
## 891                       N            1385        1968                 West
## 892                       N            1118        2008              Midwest
## 893                       N            1177        1998            Northeast
## 894                       N            4063        1998            Northeast
## 895                       Y            1400        1999                South
## 897                       N            5577        2007                 West
## 898                       N             802        2006                South
## 899                       N            2616        1969              Midwest
## 900                       N            2223        1997              Midwest
## 901                       N            1207        1953            Northeast
## 903                       N            2369        1947            Northeast
## 905                       N             947        1994              Midwest
## 906                       N             862        1937                 West
## 907                       N            2788        1998            Northeast
## 908                       N            4698        1966            Northeast
## 910                       Y            1961        1998                 West
## 912                       Y            1680        2010                South
## 913                       N            1217        2008              Midwest
## 914                       Y            3110        2005                 West
## 915                       Y            1721        2006               Island
## 916                       N            1771        2005            Northeast
## 919                       Y             643        2013            Northeast
## 920                       N            1871        1983              Midwest
## 921                       N            3641        2001                 West
## 922                       N            4209        1940                South
## 924                       N            3385        1997            Northeast
## 925                       N             409        1971                South
## 926                       N            3539        1988                 West
## 927                       N             546        2014                South
## 928                       N            5087        2005                 West
## 930                       N            4836        2005              Midwest
## 931                       N            2083        1947                 West
## 932                       N              54        1998                 West
## 933                       N             105        1982            Northeast
## 934                       N            4257        1960                South
## 935                       N            1413        1985              Midwest
## 936                       N             880        1997            Northeast
## 937                       N            3707        2002                 West
## 938                       N            1869        1978                 West
## 939                       N             755        1993              Midwest
## 941                       N            4498        2014              Midwest
## 942                       N            2464        2012              Midwest
## 944                       N            1074        1970                 West
## 946                       N             190        2007                South
## 947                       Y            2596        2012            Northeast
## 948                       N            1337        2002              Midwest
## 950                       N            1697        1998                 West
## 951                       N            4322        2007                 West
## 952                       N             708        2007                South
## 954                       N            2100        1979                South
## 955                       Y            1913        2013                South
## 957                       N             581        2014            Northeast
## 958                       N             573        2009                South
## 960                       N            5801        2012            Northeast
## 961                       N             363        2013            Northeast
## 962                       N             815        1993            Northeast
## 963                       N            3944        2005            Northeast
## 964                       N            1606        2012              Midwest
## 965                       N            3323        2007                 West
## 966                       N             898        2002              Midwest
## 967                       N            2619        1981                 West
## 968                       Y            4035        1998            Northeast
## 969                       N            5707        2002                 West
## 970                       N            2803        2004                South
## 971                       N             142        1998            Northeast
## 972                       N            5963        2009            Northeast
## 973                       N            3336        1994              Midwest
## 974                       N            4589        1985              Midwest
## 975                       N            2681        2008                South
## 976                       N            5601        2014                South
## 977                       N             499        1984            Northeast
## 978                       N            3716        1999              Midwest
## 979                       N             866        2012            Northeast
## 981                       N            2444        2006                 West
## 982                       N            3107        1997            Northeast
## 983                       N            2824        2010                 West
## 984                       N            1836        1975                 West
## 985                       N              63        1997            Northeast
## 987                       N             444        2013                 West
## 988                       N            3329        1983            Northeast
## 989                       N            6070        1997            Northeast
## 990                       N             860        1988                South
## 992                       N            2749        1996                South
## 993                       Y            2595        2005            Northeast
## 994                       N            1228        1995            Northeast
## 995                       N             273        2001                 West
## 996                       N             302        2000                South
## 997                       N            2294        2005                 West
## 998                       N            4266        1976                South
## 1000                      Y             115        1965                South
## 1001                      N            1307        1987            Northeast
## 1002                      N             995        1988            Northeast
## 1003                      N            1454        1999                 West
## 1005                      N            2427        1989                South
## 1006                      N             957        2010            Northeast
## 1007                      N             518        2001              Midwest
## 1008                      N            2359        1996              Midwest
## 1009                      N            3129        1996                 West
## 1010                      Y            1708        2011              Midwest
## 1011                      Y            4223        1993              Midwest
## 1012                      N            2138        1984            Northeast
## 1013                      N            4496        2007                South
## 1014                      N            3290        2000              Midwest
## 1015                      Y            2456        1997            Northeast
## 1017                      N            2795        2008                 West
## 1018                      N            3529        2008              Midwest
## 1019                      N             681        1983                 West
## 1020                      N            2631        1998              Midwest
## 1021                      N            3031        2013                 West
## 1022                      N             707        2006                 West
## 1023                      N            4545        1996            Northeast
## 1024                      N            2979        2014                South
## 1025                      N            1470        2007              Midwest
## 1026                      Y             176        1943                South
## 1027                      N            3523        1988                 West
## 1028                      Y             770        1997                 West
## 1029                      N            4528        1989                 West
## 1031                      N            1900        1993                South
## 1032                      Y             247        1993                 West
## 1033                      N             920        1978                South
## 1034                      N            2340        1981            Northeast
## 1035                      N            1945        2005                 West
## 1036                      N            3164        1972            Northeast
## 1037                      N            3026        1934                South
## 1038                      N            1933        1984                 West
## 1040                      Y            2970        1976                South
## 1043                      N             183        2010                South
## 1044                      N            2536        2008            Northeast
## 1045                      N            1935        1987              Midwest
## 1047                      N             214        1999                 West
## 1048                      N            4448        2001            Northeast
## 1050                      N            5215        2005                South
## 1052                      Y            1401        2008                 West
## 1054                      N            2221        1973            Northeast
## 1055                      N            1430        1984                South
## 1056                      Y            1777        2011            Northeast
## 1057                      N            1764        1960            Northeast
## 1058                      N             709        2006            Northeast
## 1059                      N            3448        2006                South
## 1060                      N            1105        2001            Northeast
## 1061                      N            1903        2015                 West
## 1062                      N            1144        1983            Northeast
## 1063                      N            5066        2004            Northeast
## 1065                      N            3260        1983            Northeast
## 1067                      N            4505        2013              Midwest
## 1068                      N            4524        1968                 West
## 1070                      N            1374        2010                 West
## 1071                      N            3274        2010              Midwest
## 1072                      N            2274        1989            Northeast
## 1073                      Y             175        1989                South
## 1075                      N             190        2000                 West
## 1076                      N            3584        2005                 West
## 1077                      N            1024        1954                South
## 1078                      N            2633        2000              Midwest
## 1079                      Y            2237        1948                 West
## 1080                      N            3466        1998                South
## 1082                      N             137        2007            Northeast
## 1084                      N            4001        1968              Midwest
## 1085                      N            4087        2010              Midwest
## 1087                      N            2816        1958                 West
## 1088                      N              92        2006                 West
## 1089                      N            5319        2012              Midwest
## 1093                      N            3815        2014                 West
## 1094                      N            3434        2012                 West
## 1095                      N            2084        2007              Midwest
## 1097                      N            4457        1986            Northeast
## 1099                      N            2384        1998                 West
## 1100                      N             786        2008                 West
## 1101                      N             485        1952              Midwest
## 1102                      N            2665        1999                 West
## 1103                      Y            1938        1958              Midwest
## 1104                      N            2959        2011                 West
## 1105                      N             992        1998                South
## 1106                      N            2333        1979              Midwest
## 1108                      N            1380        2005                South
## 1109                      N            6043        2001            Northeast
## 1110                      N             739        2009                South
## 1111                      N            2953        1999                South
## 1112                      N             137        1999            Northeast
## 1114                      N             123        1945                 West
## 1117                      N             619        2000                South
## 1118                      N            4771        2004                South
## 1120                      N            1379        2006                 West
## 1121                      N             235        1998            Northeast
## 1122                      N            1488        2009                 West
## 1123                      N            3472        2001              Midwest
## 1124                      N            4263        1998            Northeast
## 1125                      N            4085        1997              Midwest
## 1126                      Y            3151        1970                 West
## 1128                      N            1978        1978              Midwest
## 1129                      Y             414        1986                South
## 1130                      N            4029        2000                South
## 1131                      N            4727        1942                 West
## 1132                      N            1644        1999              Midwest
## 1133                      N            1872        1992                 West
## 1134                      N            2004        2003                South
## 1135                      Y             380        1999                South
## 1136                      N             446        1958            Northeast
## 1138                      N            4965        1993                South
## 1139                      N            4046        2003                 West
## 1140                      Y             516        1999            Northeast
## 1141                      N            4769        1975            Northeast
## 1142                      N              80        2004                South
## 1143                      N            3783        2006                 West
## 1145                      N            3542        2001            Northeast
## 1146                      N            3730        1997                 West
## 1147                      N            1508        2006                South
## 1148                      N             169        2007            Northeast
## 1149                      N            2380        2006              Midwest
## 1150                      N            3085        2010                South
## 1151                      N             619        1985            Northeast
## 1152                      N            2536        2009                 West
## 1153                      N            1547        2004                South
## 1154                      N            5347        2004                South
## 1155                      N            3896        1972            Northeast
## 1156                      N            2607        2008              Midwest
## 1157                      N             333        2012                South
## 1158                      N            1016        2005                 West
## 1160                      N            1998        1996                South
## 1161                      N            5190        2007                 West
## 1162                      Y            1287        1972                South
## 1163                      N            3515        2006            Northeast
## 1164                      N             178        2007                 West
## 1165                      N            4092        1998              Midwest
## 1166                      N            1427        1977                 West
## 1167                      N            3414        1999              Midwest
## 1169                      N            4244        2006                 West
## 1170                      N            4069        1994                 West
## 1171                      N            3958        1977                 West
## 1172                      Y            3013        2005                South
## 1173                      Y            1063        1997              Midwest
## 1174                      N             533        1998                 West
## 1175                      N            1504        1985            Northeast
## 1176                      N            2410        2008            Northeast
## 1177                      N            3284        2008            Northeast
## 1178                      N             109        1979                 West
## 1179                      N            1409        2001                South
## 1180                      N             177        1992                South
## 1181                      N            3771        2003                 West
## 1184                      N            2278        1975              Midwest
## 1185                      Y            3575        2011                South
## 1187                      N             801        1945              Midwest
## 1189                      N            2821        1975            Northeast
## 1190                      N            1723        1960              Midwest
## 1191                      N            5436        2014            Northeast
## 1192                      N             829        1984            Northeast
## 1193                      N              27        2007                 West
## 1194                      N             999        1998            Northeast
## 1196                      N            2142        2007            Northeast
## 1198                      N             633        1980                South
## 1199                      N            1372        1995                 West
## 1201                      N            3374        2012              Midwest
## 1202                      N            1472        2005              Midwest
## 1205                      N             968        2013              Midwest
## 1206                      N            2151        2012              Midwest
## 1208                      N            3908        1968                South
## 1209                      N            1479        2007              Midwest
## 1210                      N            3751        2002                South
## 1211                      N            1014        1998              Midwest
## 1212                      N            2620        1998            Northeast
## 1214                      N            1917        2014                South
## 1216                      N            1814        2002            Northeast
## 1217                      N            2865        1997            Northeast
## 1218                      N             918        2000            Northeast
## 1219                      N            3106        1975                 West
## 1220                      N            2365        2004                South
## 1221                      Y            1858        1989            Northeast
## 1223                      N            5877        2013                 West
## 1224                      N            1599        1982                South
## 1225                      N            2388        1996            Northeast
## 1226                      N            2405        1986                South
## 1227                      Y             956        2007            Northeast
## 1228                      N             610        2013            Northeast
## 1229                      N            1039        2011              Midwest
## 1230                      N            2200        2006                South
## 1231                      Y            2499        1997            Northeast
## 1232                      Y            1029        1988            Northeast
## 1233                      N             739        1998              Midwest
## 1234                      N            2347        1999                 West
## 1235                      N            2133        1999                South
## 1236                      N            1857        1971            Northeast
## 1237                      N             314        1997            Northeast
## 1238                      N              51        2002                 West
## 1239                      N            1998        1992                 West
## 1240                      N            4671        1991              Midwest
## 1241                      Y            3181        2003                South
## 1242                      Y            2388        1997                 West
## 1244                      N            3196        1998            Northeast
## 1245                      Y            3984        2005                South
## 1246                      N             773        1996                South
## 1247                      N            3631        1995              Midwest
## 1248                      N             548        2005            Northeast
## 1249                      Y             614        1991                 West
## 1250                      N            1498        2001            Northeast
## 1251                      N            3101        1992                 West
## 1252                      N            1888        1998                South
## 1254                      N            2665        1980                 West
## 1255                      N             364        1993            Northeast
## 1257                      N            1535        1947                South
## 1258                      N             711        1998              Midwest
## 1259                      N            1447        1984            Northeast
## 1261                      N            2895        1949                South
## 1262                      Y            3405        2014                South
## 1263                      N            1492        2004                 West
## 1265                      N            1914        1999                South
## 1266                      N            3880        2001                South
## 1267                      N            4644        1969            Northeast
## 1268                      N            4418        2008            Northeast
## 1269                      N             520        2004            Northeast
## 1271                      N             946        2008            Northeast
## 1272                      N            7106        1989                 West
## 1273                      N             772        2003              Midwest
## 1274                      N             288        1972                 West
## 1275                      N            2632        2006              Midwest
## 1276                      N              92        2005              Midwest
## 1277                      N            2596        2001                South
## 1279                      N             884        1990              Midwest
## 1281                      N            3618        1979                 West
## 1282                      N            1688        2003                 West
## 1283                      N            5241        2003            Northeast
## 1286                      N            2017        1996                South
## 1287                      N            2087        1977                 West
## 1288                      N            4935        2010            Northeast
## 1289                      N            1221        1986                 West
## 1290                      N            5409        2000                 West
## 1291                      Y            2355        1978                South
## 1292                      N             873        1976                 West
## 1293                      N             508        2001                 West
## 1294                      N            1770        2006            Northeast
## 1296                      N            2450        1999                 West
## 1297                      N            3820        1991                 West
## 1300                      N             262        1969                South
## 1301                      N             711        1991                South
## 1302                      N            4332        1999              Midwest
## 1303                      Y            1953        1950                 West
## 1304                      N            6331        1968                 West
## 1305                      N             854        2003              Midwest
## 1306                      N            6397        1976            Northeast
## 1307                      Y             923        1994                South
## 1308                      N            1139        1998            Northeast
## 1310                      N            1802        1979                 West
## 1311                      N            3072        2006            Northeast
## 1313                      N            2941        2008                South
## 1314                      N            3081        1999                 West
## 1315                      N            2996        1998                 West
## 1316                      N            1359        2001            Northeast
## 1317                      N            2617        1999              Midwest
## 1318                      N            3353        1995            Northeast
## 1319                      N            1376        1998            Northeast
## 1321                      N            3175        2005                South
## 1323                      N              29        1966            Northeast
## 1324                      N            2259        2004                South
## 1326                      N             275        2007                 West
## 1327                      N            2198        2004            Northeast
## 1328                      N            1559        1963                 West
## 1329                      N            3314        1998                 West
## 1330                      N              67        1986                 West
## 1331                      N            2446        2009            Northeast
## 1332                      Y            2750        2010            Northeast
## 1333                      N            4198        2006                 West
## 1334                      N            3754        1963                South
## 1335                      N            1274        2007                 West
## 1336                      N            2974        2012                South
## 1337                      N              67        2007              Midwest
## 1338                      N            4212        1947                 West
## 1340                      N            5553        1976            Northeast
## 1342                      N            2016        1991            Northeast
## 1343                      Y            1764        1999                South
## 1345                      N            4514        1998            Northeast
## 1347                      N              56        2001                 West
## 1348                      N            4853        2001            Northeast
## 1350                      N            1297        2007            Northeast
## 1351                      N             330        2000            Northeast
## 1352                      N            1060        1994              Midwest
## 1353                      N            3806        2000              Midwest
## 1354                      N             986        1986            Northeast
## 1355                      N            1911        2002              Midwest
## 1356                      N             452        1987            Northeast
## 1357                      N             141        1995                 West
## 1358                      N             787        2016                South
## 1359                      N              73        1999                South
## 1362                      N             757        1948                 West
## 1363                      N            4931        1963              Midwest
## 1364                      N            2138        1969                South
## 1365                      N            2026        1977                 West
## 1366                      N            4655        2003                 West
## 1367                      N            4047        1994              Midwest
## 1368                      N            1031        2007            Northeast
## 1369                      N             868        1996            Northeast
## 1370                      N            1117        2006              Midwest
## 1371                      N             685        2015              Midwest
## 1373                      N             347        1965                 West
## 1374                      N            4899        2006                 West
## 1375                      N            2813        2007                South
## 1376                      N            2161        1979              Midwest
## 1377                      N            1250        1979                 West
## 1378                      N            1840        2000                South
## 1380                      N             644        1947            Northeast
## 1381                      N            1177        2003                 West
## 1382                      N            1166        2005              Midwest
## 1383                      Y            2100        2007              Midwest
## 1384                      N            4952        1992                South
## 1386                      N            1159        2006                 West
## 1387                      N            3805        1985                 West
## 1388                      N            4491        2006                South
## 1389                      N            4438        2010                 West
## 1390                      N            2856        2002                South
## 1391                      Y            4013        2004                 West
## 1392                      N             997        2011            Northeast
## 1394                      N            1922        1992            Northeast
## 1395                      N            3936        1994                South
## 1396                      N            1849        2014              Midwest
## 1398                      N            7135        1947                 West
## 1399                      N            1301        2000                 West
## 1400                      N             836        2013                South
## 1401                      N            2366        1998                 West
## 1402                      N             623        2007                South
## 1403                      N            1419        1984            Northeast
## 1405                      N             818        1984                 West
## 1407                      N            1772        1993            Northeast
## 1408                      N            5495        2013            Northeast
## 1409                      N            1870        1950                South
## 1411                      N            2704        1986                 West
## 1412                      N            2374        2008            Northeast
## 1413                      N            3920        2007            Northeast
## 1414                      N            2279        1989              Midwest
## 1415                      Y            1948        2007            Northeast
## 1417                      N            1022        2001                South
## 1418                      N             325        2013                South
## 1420                      N             502        2004            Northeast
## 1421                      N            3640        1989                 West
## 1422                      N            4434        2005              Midwest
## 1423                      N            1667        2005            Northeast
## 1424                      N             562        1998                South
## 1425                      N            3588        2001                 West
## 1426                      N            2468        1995            Northeast
## 1428                      Y            4090        1997                 West
## 1429                      N             166        2011            Northeast
## 1430                      N            2326        2004            Northeast
## 1432                      N             293        1986                South
## 1433                      N            3729        1998                South
## 1434                      N            1342        2013                South
## 1436                      Y            2566        2008                 West
## 1438                      N            3120        2001                South
## 1439                      N             254        1981               Island
## 1440                      N            4952        1997            Northeast
## 1442                      N            6245        2002            Northeast
## 1443                      Y            1320        2001                 West
## 1444                      N            3159        2001            Northeast
## 1445                      Y             950        1986                South
## 1446                      N            3849        1998               Island
## 1447                      Y             697        1936                 West
## 1450                      N             568        2005            Northeast
## 1451                      Y             907        1992                 West
## 1453                      N             619        1980              Midwest
## 1454                      N             689        2003            Northeast
## 1456                      N             622        1999                South
## 1457                      N             139        2010                 West
## 1458                      N            5807        1991                South
## 1459                      N            5064        1936                South
## 1461                      N            3388        1998                South
## 1462                      N            3263        1975            Northeast
## 1463                      N            3953        2013                South
## 1464                      N            3883        1987                 West
## 1465                      N            4391        2003            Northeast
## 1466                      N            5982        2007              Midwest
## 1467                      N            6019        2000            Northeast
## 1468                      N            1812        1965                 West
## 1469                      N            1089        1973                South
## 1470                      N            2979        2004                South
## 1471                      N            1732        1977                South
## 1472                      N            2081        2002                South
## 1474                      N            2198        1934                 West
## 1475                      N             706        1994              Midwest
## 1477                      N             609        2000                 West
## 1478                      Y            1251        1977            Northeast
## 1479                      N            3843        2008                 West
## 1480                      N            2608        1999                South
## 1482                      N             419        2011                 West
## 1483                      N            1293        2000                 West
## 1484                      N            3664        2004            Northeast
## 1485                      N              35        2008                South
## 1486                      N            1758        2001            Northeast
## 1487                      N            4491        1998            Northeast
## 1488                      N            2837        2013                 West
## 1489                      N            1536        1994            Northeast
## 1490                      N            1176        1981              Midwest
## 1491                      N            1156        1992                 West
## 1493                      N             304        2011            Northeast
## 1494                      N             812        1960                 West
## 1495                      Y             911        2010                South
## 1498                      N            2869        1958            Northeast
## 1499                      N             283        2005                 West
## 1500                      N             541        1937            Northeast
## 1501                      N             366        1973            Northeast
## 1502                      N            3724        1991                South
## 1505                      N            1227        1997              Midwest
## 1506                      N            2745        2015              Midwest
## 1508                      N            1424        1997              Midwest
## 1510                      N             119        2002            Northeast
## 1511                      N            4630        2008            Northeast
## 1512                      N            1497        1997                 West
## 1513                      N            1768        2010                 West
## 1514                      Y             812        1997            Northeast
## 1515                      N            3914        1967                South
## 1516                      N            2360        2009              Midwest
## 1517                      N              42        1984                South
## 1518                      N            3388        1946                South
## 1519                      Y             765        1962            Northeast
## 1520                      N            2836        2011                South
## 1521                      N             297        2000                 West
## 1522                      N             867        1946                South
## 1523                      N             802        2002                South
## 1525                      N            2678        2009                 West
## 1526                      N             996        1995            Northeast
## 1527                      N            2076        1947            Northeast
## 1528                      N            1736        2005              Midwest
## 1529                      N            1625        1979            Northeast
## 1530                      N            5117        1992                 West
## 1531                      N            2341        1987            Northeast
## 1533                      N            1041        2002                 West
## 1534                      N            5661        1989                 West
## 1535                      N            1753        1995                 West
## 1536                      N            3654        1975                South
## 1537                      N            2940        2011                 West
## 1539                      N            3002        1997                South
## 1541                      N            2508        2006                South
## 1542                      N             466        1993            Northeast
## 1543                      N            4109        2000                 West
## 1544                      Y             658        2010                South
## 1545                      N            3882        1975                 West
## 1546                      Y            1921        1968            Northeast
## 1547                      N            2034        2010                 West
## 1548                      N            3449        2012            Northeast
## 1549                      N            5254        1999                 West
## 1550                      N            3702        1952                South
## 1551                      N             888        1993               Island
## 1552                      N             262        1993              Midwest
## 1553                      N             374        2009            Northeast
## 1554                      Y            1941        2013                South
## 1555                      N            2380        1995            Northeast
## 1556                      Y            3478        1997            Northeast
## 1557                      N             878        2003              Midwest
## 1558                      N             938        2007                 West
## 1559                      N            3208        1994              Midwest
## 1560                      Y            5743        2001                 West
## 1561                      Y             786        2010                South
## 1563                      N            4562        2008                 West
## 1564                      N            1267        1947              Midwest
## 1565                      N            1350        2006            Northeast
## 1566                      N            2532        2009                South
## 1568                      Y            5303        1991            Northeast
## 1569                      N            4495        2006                South
## 1570                      N            2389        2000                 West
## 1571                      N            2803        2007            Northeast
## 1572                      N            4163        1993            Northeast
## 1573                      N             105        1951            Northeast
## 1574                      N            3255        1966                South
## 1575                      N            2752        1962              Midwest
## 1576                      Y            4456        2012                 West
## 1577                      N            3456        1991               Island
## 1578                      N            1893        1998                 West
## 1579                      N            3663        1978            Northeast
## 1580                      Y            2504        2000                South
## 1581                      N            4135        1973            Northeast
## 1582                      N            4731        2008            Northeast
## 1583                      N            1426        2007              Midwest
## 1584                      N             714        2000              Midwest
## 1587                      N            6362        2004                 West
## 1588                      N             718        2000            Northeast
## 1589                      N             479        2002            Northeast
## 1591                      N            2146        2008                South
## 1593                      N            1504        1997                South
## 1594                      N            2170        1998                 West
## 1595                      N            3667        2011                South
## 1597                      N            1132        1975            Northeast
## 1599                      N            4722        2007            Northeast
## 1600                      N             917        2002                 West
## 1601                      N            3065        1973              Midwest
## 1602                      N             322        2013            Northeast
## 1603                      N            5725        1984                South
## 1604                      Y             501        1998                South
## 1605                      N             696        1991                South
## 1606                      N            4786        1938               Island
## 1607                      N             637        2008                South
## 1609                      N             853        2000            Northeast
## 1610                      Y            2414        1959                 West
## 1611                      N            3620        2001              Midwest
## 1612                      N            1995        2005              Midwest
## 1616                      N            1073        2013                 West
## 1617                      N            4377        1998                South
## 1618                      N            1696        1999            Northeast
## 1619                      N            1805        2005                 West
## 1620                      N            3860        2007            Northeast
## 1621                      N            3302        2002                South
## 1622                      N            1426        2007                 West
## 1623                      N            1839        1964              Midwest
## 1624                      N            3416        2005            Northeast
## 1625                      N             653        2013                 West
## 1626                      N            4242        1996                 West
## 1628                      N            1085        1999            Northeast
## 1629                      N            3058        1994              Midwest
## 1630                      N            1608        1995                 West
## 1631                      N            1267        1986            Northeast
## 1632                      N             204        1971                South
## 1633                      N            2575        1997            Northeast
## 1634                      N            5187        2003                 West
## 1635                      N            1743        2005                 West
## 1638                      Y            1230        1978                South
## 1639                      Y            1993        2001                South
## 1640                      N            2159        2003                 West
## 1642                      N             524        2003               Island
## 1643                      N            2850        2006               Island
## 1644                      N             647        1999            Northeast
## 1645                      N            4164        2004                 West
## 1646                      N            3027        1997            Northeast
## 1648                      N             210        1986                 West
## 1650                      N            3212        1940                South
## 1651                      N            1682        1998                South
## 1652                      N             514        2008              Midwest
## 1654                      N             332        2001                 West
## 1655                      N            2757        1987                 West
## 1656                      Y            4702        2013                South
## 1657                      Y            4097        2003                 West
## 1659                      Y            1624        1985                South
## 1660                      Y            1326        1972                 West
## 1661                      N            1251        2004            Northeast
## 1662                      N             122        1980                South
## 1663                      N             540        1997                 West
## 1664                      N            1129        2007                South
## 1665                      N            1368        1968              Midwest
## 1666                      N            3392        1983            Northeast
## 1667                      N             542        1991                South
## 1668                      Y            1817        1996                South
## 1669                      N            3060        1991              Midwest
## 1670                      N            1297        1956                South
## 1671                      N             520        1996            Northeast
## 1672                      N            2386        1973            Northeast
## 1673                      N             770        2012                 West
## 1674                      N            1309        1966                 West
## 1675                      N            6664        2011                 West
## 1677                      N            1452        2003            Northeast
## 1678                      Y            2468        2005                South
## 1679                      N            2477        1971                South
## 1680                      N            2194        2001            Northeast
## 1681                      Y            2012        2012                 West
## 1682                      N            4234        2008                 West
## 1683                      N            1113        2011                 West
## 1684                      N            1979        2004            Northeast
## 1685                      N              45        1994            Northeast
## 1686                      N            1627        1978              Midwest
## 1687                      N            3265        1972            Northeast
## 1688                      N            4647        2000                 West
## 1689                      N            1811        1973              Midwest
## 1690                      N            1153        2005            Northeast
## 1692                      N            1757        2001            Northeast
## 1695                      N             764        1994                 West
## 1696                      N             563        1978            Northeast
## 1697                      N             798        2007            Northeast
## 1698                      N             389        2009              Midwest
## 1700                      Y            3083        2004                South
## 1701                      N            2871        1986                South
## 1702                      N            1518        1992              Midwest
## 1703                      N            1751        2009            Northeast
## 1705                      N            1175        2001                 West
## 1706                      N            5120        2012                 West
## 1708                      N             622        1984            Northeast
## 1709                      N            2001        2007            Northeast
## 1710                      N            2481        1987                 West
## 1711                      Y             262        2013                 West
## 1712                      N             524        1996                 West
## 1713                      N            4123        2007                South
## 1714                      N            2248        1994            Northeast
## 1716                      N            3150        1985                South
## 1717                      N              78        2012                 West
## 1718                      N            1073        1949            Northeast
## 1719                      N            4667        2000                 West
## 1720                      Y            3422        2010              Midwest
## 1721                      N             105        2005            Northeast
## 1722                      Y            1852        1954                South
## 1725                      Y            2536        1994            Northeast
## 1727                      N            3519        2006                South
## 1728                      N             573        2015                 West
## 1729                      N            2246        2000                South
## 1730                      N            3421        2009            Northeast
## 1731                      N            1534        1997                South
## 1732                      N            2125        2010              Midwest
## 1733                      N             939        1946                 West
## 1734                      N            2701        1946                South
## 1736                      N            2863        1988            Northeast
## 1737                      N            4789        2005                South
## 1738                      Y            3389        2012                 West
## 1739                      N            3861        1985              Midwest
## 1740                      N            1672        1981            Northeast
## 1742                      Y            1209        2006            Northeast
## 1743                      N            2258        2004                 West
## 1745                      N            2342        1979            Northeast
## 1746                      N            1767        1948                 West
## 1747                      N            3663        1999                South
## 1748                      N            2141        1992            Northeast
## 1750                      N            3831        1999                South
## 1751                      N            1036        1986            Northeast
## 1752                      N            1783        2000            Northeast
## 1753                      Y            1927        2001                 West
## 1754                      N            1216        2012            Northeast
## 1755                      N            5222        1998                South
## 1756                      N            2091        2000              Midwest
## 1757                      N            1148        2004              Midwest
## 1758                      Y            2228        1987                South
## 1759                      N             638        1988                 West
## 1761                      N            2896        2001            Northeast
## 1762                      N            2423        1993            Northeast
## 1763                      N            2399        2007              Midwest
## 1764                      N            4826        1994                 West
## 1765                      N            1799        1999              Midwest
## 1766                      N            4599        1996            Northeast
## 1769                      N             134        1998                South
## 1770                      N            2726        2010                 West
## 1772                      Y            1058        1984                South
## 1773                      N            2753        1999            Northeast
## 1774                      N            2054        2004                South
## 1775                      N             464        1941                South
## 1776                      N            3540        1987                South
## 1777                      N            4442        1968                South
## 1778                      N            3062        2014                 West
## 1779                      N             450        1974            Northeast
## 1780                      N            1040        1998                 West
## 1781                      N            2640        1994            Northeast
## 1782                      N            1305        2001              Midwest
## 1783                      N             732        2003            Northeast
## 1784                      N            3240        1986            Northeast
## 1785                      N            1846        1971                 West
## 1786                      N             470        2005                 West
## 1789                      N             347        2001                South
## 1791                      N            4058        2009                 West
## 1792                      N             503        2010              Midwest
## 1793                      N            3167        1981            Northeast
## 1794                      N            3496        2002            Northeast
## 1795                      N            3432        1989              Midwest
## 1796                      N            1769        2005                South
## 1798                      N            1899        1982                South
## 1799                      N             199        2013                South
## 1800                      N            2682        1995            Northeast
## 1801                      N            4709        1995                 West
## 1802                      N            2887        1990                 West
## 1805                      N             259        1975            Northeast
## 1806                      Y             612        1999              Midwest
## 1807                      N             153        1996              Midwest
## 1808                      N            1983        2004                 West
## 1809                      Y            4081        2008                South
## 1813                      N             239        2001                 West
## 1814                      N            5441        2006                 West
## 1815                      N             558        1981              Midwest
## 1816                      N            4246        2006                 West
## 1817                      N            4478        1982            Northeast
## 1818                      Y            1248        1999                South
## 1819                      N             867        2013                 West
## 1820                      N            1600        1966                 West
## 1821                      N            1688        1994            Northeast
## 1822                      Y            2938        1986                 West
## 1823                      N            3463        1980              Midwest
## 1824                      N            4400        1999              Midwest
## 1825                      Y             498        1999                 West
## 1826                      N            1684        2004                South
## 1827                      Y              13        1989            Northeast
## 1828                      Y            1571        2001                South
## 1829                      N            1039        1992                 West
## 1830                      N            1353        1999            Northeast
## 1831                      Y            1021        1993              Midwest
## 1833                      Y              37        1986            Northeast
## 1835                      N             451        1968                 West
## 1836                      N             752        1970            Northeast
## 1837                      Y            1670        2004                South
## 1838                      N             631        2008                 West
## 1839                      N            4297        1986                South
## 1840                      N            4505        1999                 West
## 1841                      N            2093        1980            Northeast
## 1842                      N            1124        2008                South
## 1846                      N            2831        1996              Midwest
## 1847                      N            1424        2007            Northeast
## 1849                      N            1377        1993                 West
## 1852                      N            2850        1999                South
## 1853                      N            1906        1999                 West
## 1854                      N            4314        1968            Northeast
## 1855                      N             320        1994            Northeast
## 1856                      N            2633        1962            Northeast
## 1857                      N            4749        1985            Northeast
## 1858                      N            2375        2014            Northeast
## 1859                      N             219        2011              Midwest
## 1860                      Y            5066        1987            Northeast
## 1861                      N            1594        1982            Northeast
## 1862                      N             516        1986              Midwest
## 1863                      N            5572        2003                South
## 1864                      N            4325        1965                South
## 1865                      N            1420        1997            Northeast
## 1866                      N            2557        1978              Midwest
## 1867                      N            3216        2003              Midwest
## 1868                      Y             430        1934              Midwest
## 1869                      N            3648        1998              Midwest
## 1870                      N            1730        2012            Northeast
## 1871                      N            2317        2005              Midwest
## 1872                      N             183        1975                 West
## 1873                      N            1015        1938                 West
## 1874                      N             927        1997                 West
## 1876                      N            1203        2003                 West
## 1877                      N            2693        2006                 West
## 1878                      N            4589        2010              Midwest
## 1879                      N            3201        1995                 West
## 1880                      N            1126        1998              Midwest
## 1881                      N             636        2007                 West
## 1882                      N            4673        2005                 West
## 1884                      N            1438        2003                 West
## 1885                      N            2506        2007              Midwest
## 1886                      N            1382        1997            Northeast
## 1887                      N            4371        2005                 West
## 1891                      N            3725        1971            Northeast
## 1892                      N             833        1998                South
## 1893                      N             443        1954            Northeast
## 1894                      Y            3541        1986                South
## 1895                      N            2163        1962              Midwest
## 1896                      N            4520        2008                South
## 1897                      N            1434        1991            Northeast
## 1898                      N             364        2004                 West
## 1899                      N            2009        2010                 West
## 1900                      N            2867        2005            Northeast
## 1901                      Y             365        2005              Midwest
## 1902                      N            1319        1993            Northeast
## 1903                      N             734        2002                 West
## 1904                      N            2543        2005                South
## 1905                      N            3190        2009            Northeast
## 1906                      Y             297        2006                 West
## 1907                      N            2748        1994            Northeast
## 1908                      N            4320        1986            Northeast
## 1910                      Y             190        2004              Midwest
## 1912                      N             473        1989            Northeast
## 1913                      N             543        1998                South
## 1914                      N             655        1989                South
## 1915                      N             483        1999                South
## 1916                      N            2359        1981              Midwest
## 1919                      N            4158        1997            Northeast
## 1920                      N            4622        2005                South
## 1921                      N            1685        2003                 West
## 1922                      N             250        2007              Midwest
## 1923                      N            2272        2004                 West
## 1925                      N            3385        1997            Northeast
## 1927                      N             133        2009                 West
## 1928                      N            3840        1999                 West
## 1929                      N             787        1998                 West
## 1930                      N             534        2005            Northeast
## 1933                      N            1270        2000                 West
## 1935                      N             650        2008            Northeast
## 1936                      N            3449        1998                South
## 1938                      N            2650        2002            Northeast
## 1940                      N             711        1998            Northeast
## 1941                      N            1798        2012            Northeast
## 1942                      Y            2915        1997                 West
## 1943                      N            2950        1999                 West
## 1944                      N            4180        2006            Northeast
## 1946                      N             372        2008            Northeast
## 1947                      N             368        1981            Northeast
## 1948                      N            2326        2003              Midwest
## 1949                      N            5935        2012              Midwest
## 1952                      N             978        1949                South
## 1953                      N             323        1999                South
## 1954                      N            5684        1989            Northeast
## 1955                      N            1769        2006               Island
## 1956                      N            1363        2001              Midwest
## 1957                      Y            3862        1980                South
## 1958                      N            1383        1974                 West
## 1959                      Y            3211        2013            Northeast
## 1964                      N            2240        1992            Northeast
## 1965                      N            3731        1999                South
## 1966                      N            2293        1998                South
## 1968                      N            4261        1986            Northeast
## 1970                      N             623        1980                 West
## 1971                      N             777        2005                 West
## 1972                      N            3571        1998                South
## 1973                      Y            3381        1992            Northeast
## 1974                      N            3557        1989                South
## 1975                      N            2233        2005                South
## 1976                      N            4148        2005                South
## 1977                      N            3146        2008                 West
## 1978                      N            1528        1996            Northeast
## 1979                      N             784        2014              Midwest
## 1980                      N            4541        2004            Northeast
## 1981                      N             613        1952              Midwest
## 1982                      N            4743        2014                South
## 1984                      N              71        1996              Midwest
## 1985                      N            3616        2008                 West
## 1986                      N            4959        2003                South
## 1987                      N             810        2005                 West
## 1988                      N             953        2004              Midwest
## 1989                      N            3433        1981                South
## 1991                      Y             290        2012                South
## 1992                      N             324        2000                South
## 1993                      N            2672        1984                South
## 1994                      N            2939        1982                South
## 1995                      N            4368        1994            Northeast
## 1996                      N            4066        1996                South
## 1997                      N            1779        1989            Northeast
## 1998                      N            1550        1986            Northeast
## 1999                      Y             491        2000                 West
## 2000                      N            1879        2008              Midwest
## 2001                      N            3090        2006            Northeast
## 2002                      N            2583        1996            Northeast
## 2003                      N            3275        1939                 West
## 2004                      N            1725        1971            Northeast
## 2006                      N            3721        1970                South
## 2007                      N             242        2007              Midwest
## 2008                      N            3245        2007                 West
## 2009                      N            1127        2008                 West
## 2010                      N            3111        1978            Northeast
## 2011                      N             709        2005                 West
## 2012                      Y              39        1969                South
## 2013                      N            2056        1987                South
## 2015                      N             910        1998            Northeast
## 2016                      Y             507        1986                 West
## 2017                      N            3020        1989                 West
## 2018                      N            3010        1996                 West
## 2019                      Y            2431        2005            Northeast
## 2020                      N             491        2004            Northeast
## 2021                      N            3265        1994                South
## 2022                      N             397        2000            Northeast
## 2023                      N            4797        2010                 West
## 2024                      N             912        1988                 West
## 2025                      Y            2670        1998                South
## 2026                      N            1542        1989                South
## 2028                      N            2337        1996                South
## 2029                      N            1276        1940                 West
## 2030                      N            2497        1984              Midwest
## 2031                      N              93        1989              Midwest
## 2032                      N             542        1970              Midwest
## 2033                      Y            3111        2006                South
## 2034                      N            2845        2008              Midwest
## 2035                      N            1334        2001            Northeast
## 2036                      N            5084        2005                South
## 2037                      N            4569        1946                South
## 2038                      N             673        1981            Northeast
## 2039                      Y             200        2010            Northeast
## 2040                      N            4422        1971                 West
## 2041                      N             481        1996                South
## 2042                      N            1701        2001            Northeast
## 2043                      N            4487        1946                South
## 2044                      N            3429        2010            Northeast
## 2045                      N            2998        1998                 West
## 2046                      N            1560        1987                 West
## 2047                      N             766        1998                South
## 2048                      N            2943        2001               Island
## 2049                      N            3163        2004                South
## 2051                      N            1610        1995                South
## 2052                      N             388        1996            Northeast
## 2053                      Y             110        2004                 West
## 2054                      N            4176        2006              Midwest
## 2055                      N            3902        2000                South
## 2056                      N            3448        2007            Northeast
## 2057                      N            1278        1971            Northeast
## 2058                      Y            1717        2004                 West
## 2059                      N             129        1997                 West
## 2060                      N            5473        2001              Midwest
## 2061                      N            2667        1963              Midwest
## 2063                      N            3751        1984                 West
## 2064                      N            2269        1994            Northeast
## 2065                      N             327        2009            Northeast
## 2066                      N            2069        2008              Midwest
## 2068                      N            1276        2002                South
## 2069                      N            4504        1952                 West
## 2071                      N            4214        1999            Northeast
## 2072                      N            4327        1996              Midwest
## 2073                      N            1850        2004                South
## 2074                      N            2959        2000              Midwest
## 2075                      N             718        1971              Midwest
## 2076                      N            2735        2005            Northeast
## 2078                      N             317        2000                 West
## 2079                      N            3830        1985                 West
## 2080                      N             921        2007            Northeast
## 2081                      N            2464        1989                 West
## 2082                      N             443        1996              Midwest
## 2083                      N            1323        1962            Northeast
## 2084                      Y             192        1984                South
## 2085                      N            4044        1970            Northeast
## 2086                      Y            3914        1995                South
## 2087                      N            5010        1969            Northeast
## 2089                      N             870        1985                 West
## 2090                      N             222        1982              Midwest
## 2092                      Y             849        2010                 West
## 2093                      N              33        2003                South
## 2094                      N            1214        1980                 West
## 2096                      N            1564        1990            Northeast
## 2099                      N            2685        2013                South
## 2101                      N            2353        1965              Midwest
## 2102                      Y             666        2014                 West
## 2103                      N            3472        1980            Northeast
## 2104                      Y            1975        1988            Northeast
## 2105                      N             385        2010            Northeast
## 2106                      N            5582        1996                South
## 2107                      N             724        2003            Northeast
## 2108                      Y            3037        2009                 West
## 2109                      N             680        1995            Northeast
## 2110                      N            3533        1993                 West
## 2114                      N             986        1978                South
## 2120                      N            2479        1978                 West
## 2121                      N            1082        1998                South
## 2122                      Y             965        2012                South
## 2123                      N             721        2008                South
## 2124                      N            3004        1979               Island
## 2126                      N            1566        1948                 West
## 2127                      N            1223        2007                South
## 2129                      N            5213        2001            Northeast
## 2130                      N            1691        2003            Northeast
## 2131                      N            1690        1972                South
## 2132                      N              16        1998                 West
## 2133                      Y            1388        1986                South
## 2134                      N            1621        1996                South
## 2135                      N            1319        2002            Northeast
## 2136                      N            2345        1999                 West
## 2138                      N            1469        2010            Northeast
## 2139                      N            3139        1968            Northeast
## 2140                      N            2082        2011                 West
## 2142                      N            3825        1952                South
## 2143                      Y            1430        1937                South
## 2145                      N            3352        2005                South
## 2146                      N            1126        1985              Midwest
## 2147                      N            2260        1983                South
## 2148                      N            5205        2001                 West
## 2149                      N            4494        2007                South
## 2151                      N            1377        2006            Northeast
## 2152                      N            2007        1988                South
## 2153                      N            3095        1967                South
## 2154                      Y            2932        1998                 West
## 2155                      N             508        1989                 West
## 2156                      N             365        1948              Midwest
## 2157                      N            7195        1977                South
## 2158                      N             224        1971                 West
## 2160                      N            1648        1977                 West
## 2161                      N            3275        1941                 West
## 2164                      N             516        1996              Midwest
## 2165                      N             649        2001                South
## 2167                      Y             259        1998                South
## 2168                      N            3992        1967                South
## 2169                      N            2198        1967                South
## 2171                      N            2781        1979              Midwest
## 2172                      Y            2203        2013                 West
## 2176                      N            3355        2001              Midwest
## 2177                      N            2948        2004            Northeast
## 2178                      N            5709        2005                South
## 2179                      N             138        1977                 West
## 2180                      N            5545        2005                 West
## 2181                      N            2723        1952              Midwest
## 2183                      N            1720        2007            Northeast
## 2184                      N            2206        1997            Northeast
## 2186                      N            3246        2007                South
## 2189                      N            5072        1975                 West
## 2190                      N            2935        2014            Northeast
## 2191                      N            3545        1990                South
## 2192                      Y             128        1985                South
## 2193                      Y            2055        2012                South
## 2194                      N            1842        1982                 West
## 2196                      N            1594        1999                South
## 2197                      N            4385        1994                South
## 2198                      N             261        2006               Island
## 2199                      N             739        2006            Northeast
## 2200                      N            4909        2012                South
## 2201                      N            5140        1993                 West
## 2202                      N            1871        1954              Midwest
## 2203                      N            5146        1962                 West
## 2204                      N            3780        1991            Northeast
## 2205                      N             206        1999                 West
## 2206                      N             148        1977            Northeast
## 2208                      N            4329        2001                 West
## 2209                      Y             967        1998                South
## 2210                      N            2447        1980                 West
## 2211                      Y            2263        2004                 West
## 2212                      N            3314        2010                 West
## 2213                      N            3386        2005              Midwest
## 2214                      N            1737        1996            Northeast
## 2215                      N            4907        2008                South
## 2216                      N             869        1997                 West
## 2217                      Y            4377        1992                South
## 2218                      N            3533        2011              Midwest
## 2219                      N             791        1978            Northeast
## 2220                      N            3669        2007            Northeast
## 2221                      Y            5611        2006              Midwest
## 2222                      N            3612        2003                 West
## 2224                      N            2609        2003            Northeast
## 2225                      Y            2310        1997            Northeast
## 2227                      N            1479        2000              Midwest
## 2229                      N             443        2006            Northeast
## 2230                      N             869        1984              Midwest
## 2231                      N             271        1999              Midwest
## 2232                      N            3044        2011            Northeast
## 2233                      N             964        1996              Midwest
## 2234                      N             607        1968                 West
## 2235                      N             600        1990            Northeast
## 2236                      N              36        1943                 West
## 2237                      N            2782        1968                 West
## 2238                      Y            4057        2013                 West
## 2239                      N            1719        1978            Northeast
## 2240                      N             264        1993              Midwest
## 2241                      N            1360        1989            Northeast
## 2242                      Y             835        1969                South
## 2244                      N            5578        2003            Northeast
## 2245                      N            4092        1997                 West
## 2248                      Y            1929        2012                South
## 2249                      N            2238        2009              Midwest
## 2250                      N            2026        2005                South
## 2251                      N            3867        1999            Northeast
## 2252                      N            2988        2001                 West
## 2253                      N            4916        2004                 West
## 2254                      N            1747        1999                South
## 2255                      N            3408        1966               Island
## 2256                      N            3374        1998                South
## 2257                      N             417        1998            Northeast
## 2258                      N             632        1976                 West
## 2259                      N            4921        1998                South
## 2260                      N            1504        1957                 West
## 2261                      N            1588        2012                South
## 2262                      N            2577        1984              Midwest
## 2263                      N            2259        1996                 West
## 2264                      Y             844        2008                 West
## 2265                      N             405        2012            Northeast
## 2268                      N            1023        1977                 West
## 2269                      N            1264        2004                 West
## 2270                      N            3059        1967                 West
## 2271                      Y            1252        1999                 West
## 2272                      N             598        1999            Northeast
## 2273                      N            5456        2010                South
## 2275                      N            1433        1997                 West
## 2276                      N            3763        2001              Midwest
## 2277                      N            2067        2010                 West
## 2278                      N            2985        2008                South
## 2280                      N            1801        1975                South
## 2283                      N            2545        1999                South
## 2284                      N             273        1959                 West
## 2285                      N            1925        1998                 West
## 2286                      N            1016        1991                South
## 2287                      N            2602        1945                South
## 2288                      N            1551        2002               Island
## 2289                      N            2095        1987                 West
## 2290                      N            4226        2004              Midwest
## 2292                      N            3180        1987                South
## 2293                      N            3504        2000                South
## 2294                      N            1442        2007                South
## 2295                      N            2895        2006                South
## 2296                      N            1278        2008                 West
## 2297                      Y            3026        2001                South
## 2298                      N             633        2009            Northeast
## 2299                      N            2581        1974              Midwest
## 2300                      N            3039        1964                 West
## 2301                      N             349        2003                 West
## 2302                      N            2431        1954                 West
## 2305                      N            2720        1996            Northeast
## 2309                      N            1509        1997                South
## 2310                      N            2353        1997              Midwest
## 2311                      N            4936        1994                 West
## 2312                      N            4793        2009                South
## 2313                      N            2327        1969                South
## 2314                      N            1011        2001                 West
## 2315                      N            2866        2008              Midwest
## 2316                      Y             120        2012            Northeast
## 2318                      N            3866        2006                 West
## 2319                      N            4287        2007            Northeast
## 2320                      Y             255        2001                 West
## 2321                      N            3334        1987                South
## 2322                      N             205        2007                 West
## 2323                      N            1316        2006                South
## 2324                      Y            2378        2006            Northeast
## 2325                      N            3735        2013                 West
## 2326                      N             594        2000              Midwest
## 2327                      N            3490        2010                South
## 2330                      Y            3673        2013                South
## 2331                      N            2676        1995            Northeast
## 2333                      N            1546        1983                 West
## 2334                      Y            1539        1977              Midwest
## 2335                      N             352        2004                South
## 2336                      N              98        1939              Midwest
## 2337                      N            4868        2001            Northeast
## 2338                      N             531        1961                South
## 2339                      N             334        1947                South
## 2341                      N             822        1947                 West
## 2342                      N             543        1990            Northeast
## 2343                      N            4460        2005              Midwest
## 2345                      N            3524        2002                 West
## 2346                      N            1169        1997                 West
## 2347                      N             275        2000                South
## 2348                      N            2446        2006            Northeast
## 2350                      N            3994        1955                 West
## 2351                      N            2309        2007                 West
## 2352                      Y             594        2002              Midwest
## 2353                      N            1871        2009              Midwest
## 2354                      Y            1367        2011                South
## 2355                      N            4379        2004                 West
## 2356                      N             707        1987                South
## 2358                      N            1280        1994                 West
## 2359                      N            1380        2008                 West
## 2360                      N            3528        2002            Northeast
## 2362                      N            1503        2009              Midwest
## 2363                      N            1503        2001               Island
## 2364                      N             488        1997                South
## 2366                      N            1154        1987              Midwest
## 2368                      N            3645        1970            Northeast
## 2370                      N            1383        1980                South
## 2372                      N            2296        1997            Northeast
## 2373                      N             420        2013            Northeast
## 2374                      N            3685        1981                South
## 2375                      N             268        1985                South
## 2377                      N            4098        1992                 West
## 2380                      N             189        2013              Midwest
## 2381                      N            1820        1970              Midwest
## 2383                      N              52        2007                 West
## 2384                      N            1647        2010            Northeast
## 2385                      N            3863        2007                 West
## 2386                      N            1614        2000                South
## 2387                      N            1042        1979            Northeast
## 2388                      N             130        2001                 West
## 2389                      N            2899        1968            Northeast
## 2391                      N            1416        1962            Northeast
## 2392                      N             497        2008                South
## 2393                      N            4722        2006              Midwest
## 2394                      N            3311        1989                 West
## 2395                      N             945        2010                 West
## 2396                      N            3034        1995                 West
## 2397                      Y             126        2013                 West
## 2400                      N             171        2005                 West
## 2403                      N            1822        1983            Northeast
## 2404                      Y            1411        2009                 West
## 2405                      N            1687        1992            Northeast
## 2406                      N            2052        2001                South
## 2407                      N            4912        1947              Midwest
## 2408                      N            1823        2006                South
## 2409                      N             503        2005              Midwest
## 2410                      N            1986        1998            Northeast
## 2411                      Y            4164        1986                 West
## 2412                      N             270        2012              Midwest
## 2413                      N            6513        2006            Northeast
## 2417                      Y            2481        2010                South
## 2418                      N             839        1975            Northeast
## 2419                      N            2259        1998              Midwest
## 2420                      N             185        1997            Northeast
## 2421                      N             700        1992              Midwest
## 2422                      N            1076        2011                 West
## 2423                      Y             723        2001                South
## 2424                      N            1814        2000            Northeast
## 2425                      Y             690        2011              Midwest
## 2426                      N            3083        2005              Midwest
## 2427                      N            3416        2001                South
## 2428                      N             800        1999            Northeast
## 2431                      N            1791        2003                 West
## 2432                      N            2763        1968            Northeast
## 2433                      N            1284        1985                South
## 2434                      N             962        1993                 West
## 2435                      Y            5854        2013                 West
## 2436                      N            4597        1939              Midwest
## 2437                      N            3710        2006                 West
## 2438                      N            2284        1998                 West
## 2440                      N             153        2011              Midwest
## 2441                      N            1871        1965                 West
## 2442                      N            2477        2010                 West
## 2443                      N            2372        2012              Midwest
## 2444                      N            3130        1994              Midwest
## 2445                      N            4703        2001            Northeast
## 2446                      Y            4241        1988            Northeast
## 2447                      Y            2187        2008                 West
## 2448                      N            1164        1968            Northeast
## 2449                      N             873        2011              Midwest
## 2450                      N              80        2003                 West
## 2452                      N            3688        2005            Northeast
## 2455                      N            1780        1980            Northeast
## 2456                      N            4135        2001            Northeast
## 2457                      N            1563        2007            Northeast
## 2458                      N            1748        2012            Northeast
## 2459                      N            3761        2006                South
## 2461                      N            1002        1976                South
## 2462                      N            3788        1980                South
## 2463                      N            4992        1977              Midwest
## 2464                      N            3115        1998                South
## 2465                      N            2648        1999            Northeast
## 2467                      N            2052        1941              Midwest
## 2468                      N             632        2007                South
## 2470                      N             804        1985                 West
## 2471                      N             498        1999                South
## 2472                      N            6369        1972                South
## 2474                      N            1036        1985                 West
## 2475                      N            1001        2007                South
## 2476                      N            3690        2006              Midwest
## 2477                      N             250        1998            Northeast
## 2478                      N             789        1975              Midwest
## 2479                      N            2721        1997                 West
## 2480                      Y             239        1999              Midwest
## 2481                      N            1306        2006                 West
## 2482                      N             774        1994                 West
## 2483                      N             198        1947            Northeast
## 2484                      N            1481        2005              Midwest
## 2485                      N            3518        2002                 West
## 2486                      N            3183        1979              Midwest
## 2487                      N            3275        1996                South
## 2489                      N            2016        2000                South
## 2490                      N              52        2000              Midwest
## 2491                      N            5303        1946                 West
## 2492                      N            2482        2001                South
## 2494                      N            2474        2011                South
## 2496                      N             248        1960                South
## 2497                      N            1767        1989                South
## 2500                      Y            1887        2008                South
## 2501                      N            1552        2001            Northeast
## 2502                      N            2583        2007              Midwest
## 2504                      N            5226        1958            Northeast
## 2506                      N            1838        2009                 West
## 2507                      N            4104        1999                 West
## 2508                      N            5180        2006                South
## 2509                      N            2798        2004              Midwest
## 2510                      N             547        2001            Northeast
## 2511                      N             414        1999            Northeast
## 2513                      N            3764        1975                 West
## 2515                      N             854        1996                South
## 2516                      N            2185        1997            Northeast
## 2517                      N            2537        1963                 West
## 2518                      Y            2085        1946            Northeast
## 2519                      N            1141        2000                 West
## 2521                      N            2036        1998                 West
## 2522                      N            2952        2007                 West
## 2523                      N             731        2005                 West
## 2524                      N            5502        1977            Northeast
## 2525                      N             581        1994                 West
## 2526                      N            2049        1997            Northeast
## 2527                      N            3662        1986                South
## 2528                      N            1215        1984            Northeast
## 2529                      Y            3723        1998                 West
## 2530                      N            3465        2012            Northeast
## 2531                      N             574        1999                South
## 2535                      N            2975        2012            Northeast
## 2537                      N            4300        2007            Northeast
## 2538                      N            1316        2001                South
## 2539                      N            1807        2009            Northeast
## 2540                      N            3631        2002                 West
## 2542                      N             639        1989            Northeast
## 2545                      N            1832        2005                South
## 2547                      N            2415        1990            Northeast
## 2548                      N            3490        2005                South
## 2549                      N            1822        2004            Northeast
## 2550                      N            5223        1997                South
## 2551                      N            1928        1983                South
## 2553                      N            3449        2009            Northeast
## 2554                      N             526        2014            Northeast
## 2556                      N            1896        1995            Northeast
## 2557                      N            2171        1998              Midwest
## 2558                      N            4777        1998               Island
## 2560                      N             429        1993                 West
## 2561                      N            1236        2001              Midwest
## 2562                      Y            2928        1957                South
## 2563                      N            1581        1962                 West
## 2564                      N            1460        1998                South
## 2565                      N              87        1995            Northeast
## 2566                      N            2857        1995                 West
## 2567                      N            1574        2004              Midwest
## 2568                      N            2604        1994                South
## 2569                      N            1505        2005            Northeast
## 2570                      N            2577        1988                South
## 2574                      N            2793        1998            Northeast
## 2575                      N            1897        1997                South
## 2576                      N            1011        2013            Northeast
## 2577                      N            4041        2006                 West
## 2578                      Y             746        1936                South
## 2579                      N            3205        2011                 West
## 2580                      N             320        2005                 West
## 2581                      N            2527        1998                South
## 2582                      N            1156        2008                South
## 2584                      N            2708        1950            Northeast
## 2585                      N             909        2000              Midwest
## 2586                      N            2221        2005              Midwest
## 2587                      N            1808        2007                South
## 2588                      N            1753        1997            Northeast
## 2589                      N            5203        1998            Northeast
## 2590                      Y            3806        1998              Midwest
## 2591                      N             898        1996                South
## 2594                      N            1303        2010              Midwest
## 2595                      N            3060        1997                 West
## 2596                      N             444        2015               Island
## 2597                      N            2106        2003            Northeast
## 2600                      N             732        1990              Midwest
## 2601                      N            2431        1998              Midwest
## 2602                      N             938        2005                South
## 2605                      N            2300        2006                 West
## 2606                      N            1999        2000                South
## 2607                      N             363        2006            Northeast
## 2608                      N            3090        2005              Midwest
## 2609                      N              19        2008                South
## 2610                      N             514        2004            Northeast
## 2611                      N            1971        2007                South
## 2614                      N            4001        1989                South
## 2615                      N            1854        1990                 West
## 2616                      N            3591        1977                South
## 2617                      N            1161        1995               Island
## 2618                      N            4339        2003            Northeast
## 2619                      N            4950        2013            Northeast
## 2620                      N            3387        1991                South
## 2621                      N            1441        2012                 West
## 2622                      N            5106        1995                 West
## 2623                      N            4551        2009                 West
## 2624                      N            1373        2013              Midwest
## 2625                      N            2332        2001            Northeast
## 2626                      N              43        1980                South
## 2627                      N            2340        2006            Northeast
## 2628                      N            3330        2001                South
## 2633                      N             526        2014                South
## 2634                      N             502        1970                South
## 2635                      N            1702        2003                 West
## 2636                      N            4083        2006                 West
## 2637                      N            2688        1976            Northeast
## 2638                      N            2944        2008                South
## 2639                      N            2943        1992                 West
## 2640                      N            1313        2007                South
## 2642                      N             736        1994                South
## 2643                      N            2669        2001                South
## 2644                      N            2707        1990            Northeast
## 2646                      N            3898        2011            Northeast
## 2647                      N             811        2000              Midwest
## 2648                      N            6084        1997                South
## 2649                      N            4241        1993                South
## 2650                      N            2900        1969            Northeast
## 2651                      N            2486        2000                 West
## 2652                      N             865        1994            Northeast
## 2653                      N            2112        2006                South
## 2654                      N            1555        2013            Northeast
## 2655                      N             231        2006                South
## 2657                      N            1248        1958              Midwest
## 2658                      N            3924        1957            Northeast
## 2659                      N            3786        2008            Northeast
## 2660                      N             310        2009              Midwest
## 2663                      N             578        1950              Midwest
## 2664                      N            1692        1974                 West
## 2665                      N            5357        2004            Northeast
## 2666                      Y            4008        1987                South
## 2667                      N            2929        1984                 West
## 2669                      N            3332        2007            Northeast
## 2671                      N            2327        2006            Northeast
## 2673                      N            1341        2006                South
## 2674                      N            1570        1991                South
## 2675                      N             865        2006            Northeast
## 2677                      N            1979        1985                 West
## 2678                      N             916        2009              Midwest
## 2679                      N            3673        2009                South
## 2680                      N             436        1971                South
## 2681                      N            2732        1991                 West
## 2683                      N            2466        2013              Midwest
## 2684                      N            3334        2002                South
## 2685                      N            3503        1999              Midwest
## 2686                      N             627        1994            Northeast
## 2687                      N            4444        2004            Northeast
## 2688                      N             162        2001            Northeast
## 2690                      N            5744        2001                South
## 2691                      Y            2440        1995            Northeast
## 2692                      N            3684        1984                 West
## 2693                      N             492        2006              Midwest
## 2694                      N            1856        2000            Northeast
## 2695                      Y             869        1999              Midwest
## 2697                      Y             144        2013                 West
## 2698                      N            2389        2002              Midwest
## 2699                      N            3427        2006              Midwest
## 2700                      N            1337        2005            Northeast
## 2702                      N            4104        1992                South
## 2703                      N            3160        1979            Northeast
## 2705                      N             868        2005                 West
## 2706                      N            6499        2000                 West
## 2707                      N            2943        1997              Midwest
## 2708                      N            1124        2004            Northeast
## 2710                      N            1868        2013              Midwest
## 2711                      N            1108        2000            Northeast
## 2713                      N            3529        2007                South
## 2714                      N              77        1998            Northeast
## 2715                      N            1484        1987                South
## 2716                      N            4884        2012                 West
## 2717                      N            1093        1994                South
## 2718                      N              49        2005            Northeast
## 2721                      Y            1367        1969                South
## 2722                      N             796        1998              Midwest
## 2723                      N            2898        1993                 West
## 2724                      N             422        1991                South
## 2726                      N            2928        2004                 West
## 2727                      N            2043        2006                South
## 2728                      N            3733        1986                South
## 2730                      N            1250        2006                South
## 2733                      N             395        1999            Northeast
## 2734                      N            3296        2009                South
## 2735                      N             736        2012                 West
## 2736                      Y            1441        1999            Northeast
## 2737                      Y            3845        1995                South
## 2738                      N            4489        1980                 West
## 2739                      N            4399        1993              Midwest
## 2740                      N            3770        1983            Northeast
## 2741                      N            3089        2005                 West
## 2743                      N            1172        2002                 West
## 2745                      N             467        1993                South
## 2746                      N             885        2007            Northeast
## 2747                      N             180        1991               Island
## 2748                      N            3118        1936                South
## 2750                      N            2316        1965                South
## 2751                      N            2916        2006              Midwest
## 2752                      Y            1811        1969                 West
## 2753                      N             455        2000            Northeast
## 2754                      N            2353        2007              Midwest
## 2755                      N            4703        2011                 West
## 2757                      N            4813        2007              Midwest
## 2758                      Y            1236        2008                 West
## 2759                      Y             146        1997                 West
## 2760                      N             483        1999                 West
## 2761                      N            1136        2010              Midwest
## 2762                      N            1070        1960              Midwest
## 2766                      N            4117        1964            Northeast
## 2768                      N            5266        1974                South
## 2770                      N            2434        1998                South
## 2771                      N            4798        1998                South
## 2772                      N            1531        1971                South
## 2774                      N            3287        1980                South
## 2775                      N            1171        2009              Midwest
## 2776                      N            5100        2005                South
## 2778                      N            1763        2002              Midwest
## 2779                      N            1197        1995                 West
## 2781                      N             501        2012                 West
## 2782                      Y             482        1987            Northeast
## 2783                      N            4065        2001              Midwest
## 2785                      N            2977        1993                South
## 2786                      N            2315        2008              Midwest
## 2788                      N            5110        1997            Northeast
## 2789                      N             155        2008            Northeast
## 2791                      N            2620        1980            Northeast
## 2792                      N              71        1993            Northeast
## 2793                      N            1332        1982                 West
## 2794                      N            2603        1992                 West
## 2795                      Y            3274        1995            Northeast
## 2796                      N             487        2004                South
## 2797                      Y            2486        1999                South
## 2798                      N            2730        2005                South
## 2799                      N            4488        2007                South
## 2800                      Y            1236        1948                South
## 2802                      N            2042        1973                 West
## 2803                      Y            1113        1954                South
## 2804                      N            1512        2005            Northeast
## 2805                      N            2967        1993              Midwest
## 2806                      N              77        1998                 West
## 2807                      N            2140        1958                South
## 2808                      N            4239        2008                 West
## 2810                      N            2897        1999                 West
## 2812                      N            1721        1985            Northeast
## 2814                      N            1463        1999                South
## 2816                      N             562        2009              Midwest
## 2817                      N            1941        1986              Midwest
## 2818                      N            5418        1999                 West
## 2819                      N            2482        2002              Midwest
## 2820                      N            2931        1988                South
## 2821                      N            3455        1999                 West
## 2822                      N             294        2014                 West
## 2824                      Y             197        1995                 West
## 2825                      N            2174        1968                 West
## 2827                      N             186        2007                South
## 2828                      N            1303        1971                South
## 2829                      N            2575        1946            Northeast
## 2830                      N            3317        2001              Midwest
## 2831                      N            1628        2000            Northeast
## 2832                      N            2317        1994                South
## 2833                      N            4106        1998               Island
## 2834                      Y            2070        1997                South
## 2836                      N             996        2000                South
## 2837                      N            2913        1978               Island
## 2840                      N            2327        1985                South
## 2841                      N            4645        2010                 West
## 2842                      N            1506        1974            Northeast
## 2843                      Y            1704        2008            Northeast
## 2844                      N            3074        2013                South
## 2847                      N            1700        1998                 West
## 2848                      N            3032        2010                 West
## 2849                      N            2122        1997            Northeast
## 2852                      N            1848        1961                South
## 2853                      N             801        2010                South
## 2854                      Y            1960        1997                 West
## 2855                      N            3202        2005              Midwest
## 2856                      N            3009        2012            Northeast
## 2858                      N            5538        1946               Island
## 2860                      N            2345        2004                South
## 2861                      N            3173        2007                 West
## 2863                      N             289        2010            Northeast
## 2864                      N            4723        2007            Northeast
## 2865                      N            2012        2010                 West
## 2867                      N            3991        2009                South
## 2868                      N            5754        2003                South
## 2870                      Y            2888        1999                 West
## 2871                      N            2211        2003                 West
## 2873                      N            1970        1997              Midwest
## 2874                      N             983        1990                South
## 2875                      Y            1018        1960                 West
## 2877                      N            3883        1978                 West
## 2878                      N              93        1978            Northeast
## 2879                      N            1972        1991                South
## 2880                      N            1124        1999            Northeast
## 2881                      N            2525        2009            Northeast
## 2882                      N            3399        2003              Midwest
## 2883                      N            2788        1941                 West
## 2884                      N            2399        2010                 West
## 2885                      N            5696        2001            Northeast
## 2887                      N             378        2005                 West
## 2888                      N            5502        1986            Northeast
## 2889                      Y            3427        1986                South
## 2890                      N             968        2004                South
## 2891                      N            1535        2009                South
## 2892                      N            1626        1967            Northeast
## 2893                      Y            3172        1998                 West
## 2894                      N             184        2005            Northeast
## 2895                      N             996        1972                 West
## 2896                      N            3304        1997                 West
## 2898                      N            2875        2006                 West
## 2899                      N            3806        2007                 West
## 2901                      Y             862        2013              Midwest
## 2902                      N            1453        1991              Midwest
## 2903                      Y            2632        1995                 West
## 2904                      N            1698        1998              Midwest
## 2906                      N            2631        2003                South
## 2909                      Y            1318        1995                South
## 2912                      N            2559        2007            Northeast
## 2913                      N            2601        1954                 West
## 2914                      N             131        1971            Northeast
## 2915                      Y             622        2009                 West
## 2916                      N            1313        1999                 West
## 2918                      N            3267        2006                 West
## 2919                      N              26        2005              Midwest
## 2920                      N            2159        2001                 West
## 2921                      N             700        1985                 West
## 2922                      N            2445        2004                 West
## 2924                      Y            2769        1981                 West
## 2925                      N            5238        2010                 West
## 2926                      N            2280        1996                 West
## 2927                      N            1110        1994                 West
## 2930                      Y            2060        2009                South
## 2931                      N            1951        2000                 West
## 2932                      N            3198        1982                South
## 2933                      N            3360        1968                 West
## 2934                      N            4516        2013                 West
## 2935                      N             964        1968                 West
## 2936                      N            3010        2004            Northeast
## 2937                      N             224        2003                 West
## 2938                      N            1897        1998                South
## 2939                      N            1508        1961                 West
## 2940                      N            5256        2012            Northeast
## 2941                      Y            2616        1986                South
## 2942                      N            4185        2005              Midwest
## 2944                      N              61        1979                 West
## 2945                      N            2219        1997                 West
## 2947                      N            2970        2002              Midwest
## 2948                      N            1587        1995            Northeast
## 2949                      N            4227        1997            Northeast
## 2951                      N            3411        2010                 West
## 2953                      N             405        2005                South
## 2955                      N            3931        2002            Northeast
## 2956                      Y            2532        1985            Northeast
## 2959                      N            1291        1956                 West
## 2960                      N              75        2002            Northeast
## 2961                      Y            2586        1975                 West
## 2962                      N            1493        2000                 West
## 2963                      N             142        1994                 West
## 2964                      N            1038        2000              Midwest
## 2965                      N            6682        2012                 West
## 2966                      N             181        2006                 West
## 2967                      N            2395        2008                South
## 2968                      Y             478        2001                 West
## 2969                      N            1998        1990                South
## 2970                      N            1136        2004            Northeast
## 2971                      N            1065        1981                South
## 2972                      N            1307        1996                 West
## 2973                      N            1939        2008                South
## 2974                      N            3073        1975            Northeast
## 2975                      N            3786        2003              Midwest
## 2976                      Y            2142        2005            Northeast
## 2977                      Y            2182        1989                 West
## 2978                      Y            3413        1963                South
## 2979                      N            2024        1981            Northeast
## 2980                      N            2835        1983                 West
## 2981                      N            3174        2007                 West
## 2982                      N             906        2004              Midwest
## 2983                      N            1048        2005              Midwest
## 2984                      N            4430        1985                 West
## 2985                      N            3052        1997              Midwest
## 2986                      Y             351        1984                 West
## 2987                      N            5081        1947                South
## 2988                      N            2690        2011                South
## 2989                      N            1337        2014                 West
## 2990                      N            1734        1986                South
## 2992                      N            2618        2002            Northeast
## 2993                      N            1219        1996                 West
## 2994                      N             691        2011            Northeast
## 2995                      Y            3248        2004                 West
## 2996                      Y            3765        2001                South
## 2997                      N            2217        1993                 West
## 2999                      N            2207        2005                South
## 3000                      N            1666        1997                 West
## 3001                      N            3138        2005                 West
## 3003                      N             727        2003                South
## 3004                      N            1208        2001            Northeast
## 3005                      Y            1888        1985              Midwest
## 3006                      N            1327        2008                South
## 3008                      N            2587        2002                 West
## 3009                      N            3115        1981            Northeast
## 3010                      N            2303        1968            Northeast
## 3011                      N            3244        1946                South
## 3012                      N            1151        1991                South
## 3013                      N             420        2007            Northeast
## 3014                      N             511        2015              Midwest
## 3015                      N             645        1971                South
## 3016                      N            3461        2005                South
## 3017                      N            3725        1972            Northeast
## 3018                      N            2611        2005                South
## 3019                      N            5174        1991                 West
## 3020                      N             638        1994                South
## 3022                      N            3839        2000            Northeast
## 3024                      N             147        1984            Northeast
## 3025                      Y              48        2008                 West
## 3026                      N            3578        1962            Northeast
## 3028                      N             929        1993              Midwest
## 3029                      N            3143        2005                South
## 3030                      N            1475        2012                 West
## 3031                      N            3394        1959            Northeast
## 3032                      N            1348        1968                 West
## 3033                      N            2148        2015              Midwest
## 3034                      N            1324        1993                 West
## 3035                      N            5463        2004                 West
## 3036                      N            1383        2000            Northeast
## 3037                      N             558        1993                 West
## 3038                      N            1615        2011                 West
## 3039                      N            1717        1954            Northeast
## 3040                      Y            2851        2004                 West
## 3042                      N            1469        2004            Northeast
## 3043                      N            2749        2004              Midwest
## 3044                      N             802        2000                 West
## 3045                      N              79        1984               Island
## 3046                      N             692        1984            Northeast
## 3047                      N            3923        2006            Northeast
## 3048                      N            1276        1995                 West
## 3049                      N             518        2012            Northeast
## 3050                      N            1897        2006                South
## 3051                      N             361        2005              Midwest
## 3052                      N            1654        1999              Midwest
## 3053                      N            2984        1994                 West
## 3055                      N            2396        2006                South
## 3056                      N            2511        1974                South
## 3058                      N             886        2009                 West
## 3059                      N            1691        2001              Midwest
## 3060                      N            2437        1998              Midwest
## 3062                      N            2929        2007              Midwest
## 3063                      N            2958        2005                South
## 3064                      N            1488        1998                 West
## 3065                      N             803        1982            Northeast
## 3066                      Y             177        1942                South
## 3067                      N            1635        1975            Northeast
## 3068                      N            1112        1962            Northeast
## 3069                      N            5395        1999                 West
## 3070                      N            3833        1993            Northeast
## 3071                      N            3751        1993            Northeast
## 3073                      N            2081        1978              Midwest
## 3074                      N            4413        2006            Northeast
## 3075                      N            4381        1974              Midwest
## 3076                      N             911        1977              Midwest
## 3077                      N            2745        2010                 West
## 3078                      N             645        1989            Northeast
## 3079                      N            1995        2012            Northeast
## 3080                      N            4393        1993                South
## 3081                      N            2154        1961                 West
## 3082                      Y            3459        1997                South
## 3083                      N            3605        2006                 West
## 3084                      N            6281        1979            Northeast
## 3085                      N            4119        1996            Northeast
## 3086                      N            1529        2009                South
## 3087                      N            1874        1968            Northeast
## 3088                      N            1924        2005                South
## 3090                      N            1057        2003                South
## 3091                      N            1965        2014              Midwest
## 3092                      Y            2261        1985            Northeast
## 3093                      N            2634        1962              Midwest
## 3094                      N            2727        1989              Midwest
## 3096                      N            1016        2004                 West
## 3097                      N            3850        1977                 West
## 3098                      N            1828        1988              Midwest
## 3099                      N            4328        1973                 West
## 3101                      N             724        1957                 West
## 3103                      N            2927        2004              Midwest
## 3105                      N             318        1998              Midwest
## 3107                      N             147        2007              Midwest
## 3108                      N            1185        2005                South
## 3110                      N             861        1962                 West
## 3111                      N            1468        1995            Northeast
## 3112                      N            1600        1968              Midwest
## 3113                      N            1533        2013                South
## 3114                      N             169        1997                South
## 3115                      N            1696        1987                South
## 3116                      N            2591        1997            Northeast
## 3118                      N             793        1968            Northeast
## 3120                      N            2374        2010            Northeast
## 3121                      N            2086        1952                 West
## 3123                      N            1983        2009                 West
## 3125                      Y            2739        2001                 West
## 3126                      N            2930        1959            Northeast
## 3127                      N             915        2012                South
## 3128                      Y             223        2005                 West
## 3129                      N            1395        1977                South
## 3130                      N            1056        2012                South
## 3131                      N            1547        1998            Northeast
## 3132                      Y            3530        1968            Northeast
## 3133                      N            6790        1998              Midwest
## 3134                      N            2686        1985                South
## 3135                      N              57        1993            Northeast
## 3137                      N            2602        2005                 West
## 3139                      N            1305        1994                 West
## 3141                      N            2641        2007                South
## 3142                      N            2631        1986              Midwest
## 3143                      N            3158        1990            Northeast
## 3144                      N            2496        1935                South
## 3145                      N            2582        2001              Midwest
## 3146                      N            3441        2000              Midwest
## 3148                      Y             614        2008                South
## 3149                      N             434        2006            Northeast
## 3150                      N            1270        1998              Midwest
## 3151                      N            2405        2010              Midwest
## 3152                      N             595        1981                South
## 3153                      N            3912        1991                 West
## 3154                      N            1652        2013                South
## 3155                      N            1336        1968              Midwest
## 3157                      N            1898        2010            Northeast
## 3158                      N             970        2007            Northeast
## 3160                      N             604        2010              Midwest
## 3161                      N            3014        1979                 West
## 3162                      N            4134        2013                South
## 3163                      N            2353        1949                 West
## 3164                      N            4704        2012            Northeast
## 3165                      N            5025        2000                 West
## 3166                      N            6908        1999                South
## 3167                      N            2905        1995                 West
## 3169                      N            2351        1995                South
## 3170                      N            2603        2000                 West
## 3171                      N            4396        1986              Midwest
## 3173                      N             802        2000              Midwest
## 3174                      N             963        2009                 West
## 3175                      N             657        1994                 West
## 3178                      N              73        2004              Midwest
## 3179                      N            2281        1993              Midwest
## 3180                      N            1779        2012            Northeast
## 3181                      N             524        2005            Northeast
## 3182                      N            5572        2009                 West
## 3184                      N            1827        1985            Northeast
## 3185                      N            4412        2008            Northeast
## 3186                      N            1582        2004                South
## 3187                      N             525        1968                 West
## 3188                      N             850        2007                South
## 3189                      N            4465        2007            Northeast
## 3191                      Y            2963        1999                 West
## 3192                      N            3375        1998                 West
## 3195                      Y             554        1975                South
## 3196                      N            4004        1978                South
## 3197                      N             168        2001            Northeast
## 3198                      N            1072        1996              Midwest
## 3200                      N             777        1998                South
## 3201                      N            3896        1939              Midwest
## 3202                      N             453        1989                 West
## 3203                      N            3360        1999                 West
## 3204                      N            1454        2010            Northeast
## 3205                      N            1717        1969                South
## 3206                      N              19        1988                South
## 3207                      N            1923        1998            Northeast
## 3208                      N             535        1947            Northeast
## 3209                      N            3817        2000            Northeast
## 3210                      N            3968        1983                South
## 3211                      N            4235        2013                 West
## 3212                      N            1536        2009              Midwest
## 3213                      N             710        1998                South
## 3215                      N             438        1991              Midwest
## 3216                      N            4329        1994            Northeast
## 3218                      N            5232        2011                South
## 3219                      N            3431        2000                 West
## 3220                      N            1672        2001            Northeast
## 3221                      N            3403        2004            Northeast
## 3223                      N            1505        1997            Northeast
## 3226                      N            3103        2006            Northeast
## 3227                      N            2658        2008            Northeast
## 3228                      N            3364        1993                South
## 3229                      N            3089        2007              Midwest
## 3230                      N            1979        1993            Northeast
## 3231                      N            2426        1977                 West
## 3232                      N             254        1961                South
## 3233                      N            2626        2011                South
## 3234                      N            1202        1983                 West
## 3235                      Y             190        2012            Northeast
## 3236                      N             106        2004            Northeast
## 3237                      Y            1572        1998                South
## 3238                      Y             141        1991                 West
## 3239                      N            3300        1993            Northeast
## 3240                      Y             591        1984                 West
## 3241                      N            1144        1979                South
## 3242                      Y             310        1985                 West
## 3243                      N            2516        2001                South
## 3245                      N            3868        1993            Northeast
## 3246                      N            5711        1997                 West
## 3247                      N            2560        2008                 West
## 3248                      N            3925        1948                South
## 3249                      N            4133        2009                South
## 3251                      N            1132        2000              Midwest
## 3252                      N            1527        2013                South
## 3253                      N            1555        2007                South
## 3255                      N            1391        1990                 West
## 3256                      N            4106        2010            Northeast
## 3257                      N            3043        1988                 West
## 3259                      N             648        1999                South
## 3261                      Y             741        1997                South
## 3262                      N            2066        2005            Northeast
## 3263                      N            2114        2012                South
## 3264                      N            4649        1968            Northeast
## 3265                      N             264        1983                South
## 3266                      N             840        1997                South
## 3267                      N            3239        1991            Northeast
## 3268                      N            3388        2004                 West
## 3269                      N            1512        2004                South
## 3271                      N            2039        2004                South
## 3272                      N            1890        1994                South
## 3273                      N            2597        1947            Northeast
## 3274                      N            2334        1968              Midwest
## 3275                      N            3869        2015                South
## 3276                      N            3124        1981                South
## 3277                      N            1388        2001                 West
## 3278                      N             116        1956                 West
## 3279                      N            3826        2003            Northeast
## 3280                      N             334        2000              Midwest
## 3281                      Y            2380        1997            Northeast
## 3282                      N             553        2008            Northeast
## 3283                      N             877        2009                South
## 3286                      N            6292        2001            Northeast
## 3287                      N            1318        2015            Northeast
## 3288                      N            3212        2006                South
## 3289                      N              84        1962              Midwest
## 3290                      N            2215        2014                South
## 3291                      N            5117        1994                 West
## 3292                      N            3281        2013                South
## 3295                      Y            1685        1977                 West
## 3296                      N             985        2007            Northeast
## 3297                      N            2862        1982                 West
## 3298                      Y             578        1987            Northeast
## 3299                      N            3179        1970                 West
## 3301                      N            2567        2003                 West
## 3302                      N            5147        1977              Midwest
## 3303                      N            2462        2011                South
## 3304                      N            4568        1992            Northeast
## 3305                      N            2147        2016            Northeast
## 3306                      N            1481        2007                South
## 3308                      N            3880        1994              Midwest
## 3309                      Y            2940        2007            Northeast
## 3310                      N            3178        1993                 West
## 3311                      N            2008        1956                 West
## 3312                      Y            2146        1999              Midwest
## 3315                      N             495        2006            Northeast
## 3316                      N              91        2003                South
## 3317                      N            1449        1978                South
## 3318                      N            2683        2010                South
## 3320                      Y            2351        1999                South
## 3321                      N            1498        1999                South
## 3322                      N             625        1958            Northeast
## 3323                      N            4229        2009            Northeast
## 3324                      Y             824        1948                 West
## 3325                      N             450        2005                South
## 3326                      N            1992        2011                 West
## 3327                      N            6081        2009            Northeast
## 3328                      N             122        2004                South
## 3331                      N            1871        1984                 West
## 3332                      N            2519        2001                 West
## 3333                      N            5040        2005                South
## 3335                      N             586        1992            Northeast
## 3336                      N            2904        2010                 West
## 3337                      N            3774        1989              Midwest
## 3338                      N            3305        1996            Northeast
## 3339                      N            1638        1991            Northeast
## 3340                      N            3581        1996                South
## 3341                      N            3176        1977                South
## 3342                      N            1245        1983            Northeast
## 3343                      N             475        2014              Midwest
## 3344                      N            4138        1951              Midwest
## 3346                      Y            2659        1968              Midwest
## 3347                      N            2008        2000                South
## 3348                      N            3856        2004            Northeast
## 3349                      N             834        1987            Northeast
## 3350                      N            3826        2010                South
## 3354                      N            2025        1980                South
## 3355                      Y              62        2010                 West
## 3356                      Y            3308        2000                South
## 3357                      N            4959        1947                South
## 3358                      N            3551        2013              Midwest
## 3359                      Y            2336        1978                 West
## 3360                      N            3673        2000                South
## 3362                      N            1354        1998                South
## 3364                      N             650        2010                 West
## 3365                      N             682        1983              Midwest
## 3366                      N             409        2012                South
## 3367                      Y             223        2004                 West
## 3368                      N            3554        1976              Midwest
## 3369                      N            2828        2007                 West
## 3370                      Y            3534        1996                South
## 3371                      N            2609        1995                South
## 3372                      Y            1689        1964                South
## 3374                      N            4031        2014                 West
## 3375                      N            1813        2000                South
## 3376                      N            1347        1995                 West
## 3377                      Y            3069        1979            Northeast
## 3378                      N            4312        2001                 West
## 3379                      N             908        2005              Midwest
## 3381                      N            3332        2007            Northeast
## 3382                      N             771        2007              Midwest
## 3384                      N            5023        1997                South
## 3385                      N             242        1998                 West
## 3386                      N            4702        1971                 West
## 3387                      N            1157        2001              Midwest
## 3388                      N            2070        1985              Midwest
## 3389                      N             981        1947            Northeast
## 3390                      N            2869        2004            Northeast
## 3391                      N             103        1981                South
## 3393                      N             967        1987            Northeast
## 3394                      N            2701        2001            Northeast
## 3395                      N            1938        2008                South
## 3398                      Y            2190        1994               Island
## 3399                      N            5357        1982            Northeast
## 3400                      N             640        2004                South
## 3401                      N             384        2000                 West
## 3402                      Y            1074        2014                 West
## 3403                      N             143        1999                 West
## 3404                      N            2131        2005            Northeast
## 3405                      N             976        1981                South
## 3406                      N            2111        2008              Midwest
## 3407                      N             194        1980              Midwest
## 3408                      Y            3360        1991                South
## 3409                      N            3876        1976                 West
## 3410                      N            1660        1978                South
## 3411                      N            2774        1968                 West
## 3412                      N            3424        2009              Midwest
## 3413                      N            3590        1996              Midwest
## 3414                      N            2643        2001                South
## 3415                      N            5841        2011            Northeast
## 3416                      N            2365        1977                 West
## 3417                      N            1931        2005                South
## 3418                      Y             546        1989              Midwest
## 3419                      N            1470        2008            Northeast
## 3420                      Y            5077        1963            Northeast
## 3421                      N             970        1933                South
## 3422                      N              57        1998              Midwest
## 3424                      N            3266        2011                 West
## 3425                      N            2959        2004                 West
## 3426                      N            3351        1995                South
## 3427                      Y            4257        1942              Midwest
## 3429                      N            1157        2002            Northeast
## 3430                      N             734        1980                South
## 3431                      N             517        2008            Northeast
## 3432                      N            1060        2013                 West
## 3433                      N            1615        1988                 West
## 3434                      N             222        1989                South
## 3435                      N            4307        2000                South
## 3436                      N            3184        1990                South
## 3437                      N            1883        2008            Northeast
## 3438                      N             387        1998                 West
## 3439                      N             180        1999            Northeast
## 3440                      N            3509        2002            Northeast
## 3441                      N            4386        2004              Midwest
## 3442                      N            1122        1993                South
## 3443                      N            1242        2001              Midwest
## 3444                      N            3639        1994                 West
## 3445                      N            2434        2009              Midwest
## 3446                      N             188        1999              Midwest
## 3448                      N            1495        1999              Midwest
## 3449                      N             729        2008            Northeast
## 3450                      N            3470        2001                South
## 3451                      Y            1662        1995                South
## 3452                      N             388        2011                South
## 3453                      N            5816        1998            Northeast
## 3454                      N            4983        1994            Northeast
## 3455                      Y            1464        1997            Northeast
## 3456                      N            2748        1994              Midwest
## 3457                      N            6059        2006            Northeast
## 3458                      Y             477        2001                South
## 3459                      N             418        2000            Northeast
## 3460                      N            2070        2001            Northeast
## 3461                      N             982        2001            Northeast
## 3462                      N            3872        2012            Northeast
## 3463                      N             902        1988              Midwest
## 3465                      N            4313        2006            Northeast
## 3466                      N            1960        2007                 West
## 3467                      N             166        1993              Midwest
## 3470                      N            2569        2001            Northeast
## 3471                      N            4585        1994            Northeast
## 3472                      N            2577        2005            Northeast
## 3473                      N            1200        1970                 West
## 3474                      N            3022        2010            Northeast
## 3475                      N             697        1997               Island
## 3476                      N            1824        2012                 West
## 3477                      N            2482        2002            Northeast
## 3478                      N            4027        2001            Northeast
## 3479                      N            1257        2007            Northeast
## 3480                      N            1663        2003              Midwest
## 3481                      N            3968        1976                 West
## 3482                      Y            2267        1996                 West
## 3483                      N            2974        1959                 West
## 3484                      N             920        1994                 West
## 3485                      N            3254        1998                 West
## 3486                      N            1256        1970                 West
## 3487                      N            1686        2009                South
## 3488                      N             516        1997                South
## 3489                      N            1913        2005                South
## 3490                      N            5678        2007                 West
## 3491                      N            1481        1993                South
## 3492                      N            1971        1955            Northeast
## 3494                      N            4430        1996                 West
## 3495                      N             876        1993              Midwest
## 3496                      N             312        1979              Midwest
## 3498                      N            1341        2005                South
## 3499                      Y            3412        2000                 West
## 3500                      N            3171        2005              Midwest
## 3501                      Y            2442        1983                South
## 3502                      N            1666        2015                South
## 3504                      N            2522        1998            Northeast
## 3506                      N            3613        2004            Northeast
## 3509                      N            1269        2013                South
## 3510                      N             181        1974              Midwest
## 3511                      N            4624        1997            Northeast
## 3513                      N            4364        2009            Northeast
## 3514                      Y             106        2006                 West
## 3516                      N            3021        1976                 West
## 3517                      N            4069        1984                South
## 3519                      N            3795        2006            Northeast
## 3520                      N            4142        2010            Northeast
## 3521                      N             453        2008                South
## 3522                      N            2395        1989            Northeast
## 3524                      N             913        2004                South
## 3525                      N            3963        1984                South
## 3526                      N            3142        2004            Northeast
## 3527                      N            4025        2005                 West
## 3529                      N             286        2005                 West
## 3530                      N            2861        1968                South
## 3531                      N             588        1939              Midwest
## 3533                      N             106        2006            Northeast
## 3534                      N            5045        1977                 West
## 3536                      N            3127        1997            Northeast
## 3539                      N            3642        1996            Northeast
## 3541                      N            5145        2002                 West
## 3542                      N             479        2010                 West
## 3544                      N             410        1999            Northeast
## 3545                      N            2476        2010              Midwest
## 3548                      N            1242        1998              Midwest
## 3549                      N            3579        2001                South
## 3550                      N            4342        1997            Northeast
## 3551                      Y            1854        2007            Northeast
## 3552                      N            2235        1997            Northeast
## 3553                      N            3298        2005                South
## 3554                      N             213        1962              Midwest
## 3555                      N            2545        1981            Northeast
## 3556                      N            1491        2008                South
## 3557                      N             219        2004            Northeast
## 3558                      N            3361        2001                 West
## 3559                      N            1550        2009            Northeast
## 3560                      Y            1659        1936                 West
## 3562                      N            2502        1944              Midwest
## 3563                      N            4650        1997                 West
## 3565                      N            2383        1993            Northeast
## 3566                      Y            3892        2007              Midwest
## 3567                      N            5541        2002              Midwest
## 3568                      N             834        1995                 West
## 3569                      N            1371        2005            Northeast
## 3571                      N             759        1936                 West
## 3572                      N            2181        1983                South
## 3574                      N             439        1998            Northeast
## 3575                      N             541        1999              Midwest
## 3576                      N              24        2007            Northeast
## 3578                      N            1134        1999                South
## 3579                      N            1319        2009                South
## 3580                      N            2343        1990                 West
## 3581                      N            3010        2006            Northeast
## 3582                      N            2176        1975                South
## 3583                      N            2521        2010            Northeast
## 3584                      N            2791        1963                 West
## 3585                      N            3319        2007                South
## 3586                      N            3558        2009              Midwest
## 3587                      N            3419        2005              Midwest
## 3588                      N             835        1987            Northeast
## 3589                      Y             817        1946            Northeast
## 3590                      N             201        2005                South
## 3591                      N            2445        2005                South
## 3593                      N            4538        1968                 West
## 3594                      N            3268        2007            Northeast
## 3595                      N             647        1998              Midwest
## 3596                      N             522        2011                 West
## 3597                      N            2847        2010                 West
## 3598                      N            3649        2004              Midwest
## 3599                      N             694        1962            Northeast
## 3600                      N            3552        1999                South
## 3601                      N            6082        1998                 West
## 3602                      N            1763        1996              Midwest
## 3603                      N            3282        2011                South
## 3604                      Y            1044        2005                 West
## 3605                      N            2137        1989              Midwest
## 3606                      N             211        1946                 West
## 3607                      N             738        2005              Midwest
## 3608                      N             454        1998                South
## 3609                      N            2829        1958              Midwest
## 3610                      N            4079        2008              Midwest
## 3612                      N              28        2003                South
## 3613                      Y            1806        1948                South
## 3614                      N            6575        2005                South
## 3615                      N             360        1982                 West
## 3617                      N            4330        2013                 West
## 3618                      N            4999        2010                 West
## 3620                      N            4692        2013                South
## 3623                      Y            2225        1949                 West
## 3624                      N            5573        1986                South
## 3625                      N             446        1954            Northeast
## 3626                      N            5788        2010                South
## 3627                      N             510        2001            Northeast
## 3628                      N            1124        1997            Northeast
## 3631                      N             252        1977               Island
## 3632                      N            2342        2001                 West
## 3633                      Y            3226        2001            Northeast
## 3635                      N            2593        2007            Northeast
## 3636                      N              81        1967                 West
## 3637                      N            3968        2001              Midwest
## 3638                      N             425        2011            Northeast
## 3639                      N            1472        2006              Midwest
## 3640                      N            3973        1960                South
## 3642                      N            1961        1998                South
## 3644                      N            1422        2001                South
## 3645                      N            3463        2008            Northeast
## 3646                      Y            1441        1971                 West
## 3647                      N             473        1986               Island
## 3648                      N            3086        2008              Midwest
## 3649                      N            3828        1993              Midwest
## 3650                      N            5388        2011                South
## 3651                      N            3143        1970            Northeast
## 3652                      N             570        1994                South
## 3653                      N            1796        1988                 West
## 3654                      N             577        1996                South
## 3655                      N            3658        1982              Midwest
## 3656                      N            1036        1998              Midwest
## 3657                      N            3030        2012                 West
## 3658                      N            2421        1993                 West
## 3659                      N            3403        2001            Northeast
## 3660                      N            1985        2001            Northeast
## 3661                      N            3579        1996              Midwest
## 3662                      N            1959        1998                South
## 3663                      N            3852        1998                South
## 3664                      N            4615        1981                 West
## 3667                      N            1603        1999              Midwest
## 3669                      N            3039        1998              Midwest
## 3670                      N             555        1968            Northeast
## 3671                      N            3974        1999                South
## 3672                      N            3238        2001              Midwest
## 3673                      Y            1179        1985                 West
## 3674                      N            1586        1997            Northeast
## 3676                      N             150        2014                 West
## 3678                      N             654        1999            Northeast
## 3679                      N            3521        2008                South
## 3680                      N            1715        1994            Northeast
## 3681                      N            4220        2007                 West
## 3683                      N            1476        2008            Northeast
## 3684                      N              44        1960                South
## 3685                      N              23        1987            Northeast
## 3686                      N            3075        1985                South
## 3687                      N             781        2006              Midwest
## 3688                      N            2065        2005            Northeast
## 3689                      N             838        1949                South
## 3690                      N            5585        2007                South
## 3691                      N            1419        2001            Northeast
## 3693                      Y             692        2007            Northeast
## 3695                      Y            1647        1995            Northeast
## 3696                      N            2442        1981              Midwest
## 3697                      N            4518        1970            Northeast
## 3698                      N            1723        1997                South
## 3701                      N            3647        1997            Northeast
## 3702                      Y            1197        2001              Midwest
## 3703                      N             345        1996                South
## 3704                      Y            1963        1999                 West
## 3705                      N            1853        1994                South
## 3706                      N            1137        1989                 West
## 3707                      N            1260        2010              Midwest
## 3711                      N            2533        1936              Midwest
## 3712                      N            1853        1981              Midwest
## 3714                      N            3547        2011                 West
## 3715                      N            4133        2005                 West
## 3717                      N            6633        1973                South
## 3718                      N            2739        1979              Midwest
## 3719                      N            5505        2011                 West
## 3720                      N             749        1939                 West
## 3721                      N            1490        2012              Midwest
## 3722                      N            3592        2001                South
## 3724                      N            1720        1998            Northeast
## 3725                      Y             183        1947                South
## 3726                      N             158        1949                South
## 3727                      N            3916        1987            Northeast
## 3728                      N            2540        2008            Northeast
## 3729                      N            1586        1988                South
## 3730                      N            3874        1960                 West
## 3731                      N            4449        1983              Midwest
## 3733                      N            2934        1989                 West
## 3734                      N            1762        1999              Midwest
## 3735                      N            3898        2005            Northeast
## 3736                      N            1923        2005            Northeast
## 3737                      N            5444        1994            Northeast
## 3739                      N            2641        2008            Northeast
## 3740                      N            1648        2005                South
## 3741                      N            4668        2001                 West
## 3742                      N            1433        1984              Midwest
## 3743                      N            4457        2007                 West
## 3744                      Y            2157        2001                 West
## 3745                      N             169        1981                 West
## 3746                      N            4048        2007              Midwest
## 3747                      N            3409        1997            Northeast
## 3748                      Y             552        1997                South
## 3750                      N            1795        1995                South
## 3752                      N            2282        2009                 West
## 3753                      N            2374        1998                 West
## 3754                      N            5696        1985                South
## 3755                      N            1429        2008              Midwest
## 3756                      N            3019        1944              Midwest
## 3757                      N             512        1976              Midwest
## 3758                      N            5548        2000                South
## 3759                      N            1389        2013              Midwest
## 3760                      N            3526        1992                 West
## 3761                      N            3910        1998            Northeast
## 3762                      N            5973        2007            Northeast
## 3764                      N            2839        1940                South
## 3765                      N             644        2001              Midwest
## 3766                      N             876        1998              Midwest
## 3767                      N            1584        1977            Northeast
## 3768                      Y             393        2006            Northeast
## 3769                      N            2413        1975                 West
## 3770                      N            3031        1989            Northeast
## 3772                      Y            2167        2007                 West
## 3773                      N            1000        2008            Northeast
## 3774                      N            2858        1956              Midwest
## 3776                      Y            3061        1998                South
## 3777                      N            1220        2010              Midwest
## 3779                      N            1878        2004                 West
## 3780                      N            4178        1988              Midwest
## 3781                      N            2999        2001              Midwest
## 3783                      N            1337        2003                 West
## 3784                      N            4007        2000            Northeast
## 3785                      N             186        2012                South
## 3786                      N            1652        1947            Northeast
## 3788                      N            2117        1998                South
## 3789                      N            5543        1989                 West
## 3791                      N            3173        2002                South
## 3793                      N             922        1995            Northeast
## 3794                      N            3022        2008            Northeast
## 3795                      Y            3570        1982            Northeast
## 3796                      N            2920        1981                South
## 3797                      N            3969        1938                South
## 3798                      Y             855        1995                South
## 3801                      Y             559        2006                 West
## 3802                      N             174        1981                South
## 3803                      N              61        1992              Midwest
## 3805                      N            2921        2004                South
## 3806                      N            1483        1996                South
## 3807                      N            1432        2001            Northeast
## 3808                      N            1956        2002                South
## 3809                      N            1619        2008                South
## 3810                      N            6046        2007              Midwest
## 3811                      N            5049        1997            Northeast
## 3813                      N            3329        1968            Northeast
## 3814                      N            4521        1965                South
## 3815                      Y            4502        2001                 West
## 3816                      N              55        1989               Island
## 3817                      N            1814        2006            Northeast
## 3818                      N            1051        1999                South
## 3819                      N            1889        2001                South
## 3820                      N            1091        1997              Midwest
## 3821                      N             764        2004            Northeast
## 3822                      N            2760        2007                South
## 3823                      N            4150        2009            Northeast
## 3824                      Y            1868        1999                South
## 3825                      N             615        1968                South
## 3826                      N            4385        2001              Midwest
## 3827                      N             153        2003                 West
## 3828                      N            5262        2005                South
## 3829                      N            1671        1963                South
## 3830                      N            5018        1995              Midwest
## 3831                      N            2137        1985                South
## 3832                      N            4946        1975                South
## 3833                      N            1713        2007              Midwest
## 3835                      N             398        1946                South
## 3837                      N            1985        2002              Midwest
## 3839                      N            1728        1968                South
## 3840                      N            4887        1976            Northeast
## 3842                      Y            3866        2010                 West
## 3846                      N            2314        2001                South
## 3847                      N            2684        1990            Northeast
## 3848                      N            5888        2005              Midwest
## 3850                      N             705        1989            Northeast
## 3851                      N             890        1993                 West
## 3853                      N            1148        2003            Northeast
## 3854                      N             561        1981              Midwest
## 3855                      N             888        2000                 West
## 3856                      N            3617        1997                South
## 3857                      N             372        1970              Midwest
## 3858                      N            1672        1982            Northeast
## 3859                      N             840        1996                 West
## 3862                      N             492        1976                South
## 3863                      N            2776        1956              Midwest
## 3864                      N            1457        2003                South
## 3866                      N             147        1989                 West
## 3867                      N            1789        2012              Midwest
## 3868                      Y            4074        2012            Northeast
## 3869                      Y             467        1991                 West
## 3870                      N            4445        2003              Midwest
## 3871                      N            5245        2009                South
## 3874                      N            1369        2011                 West
## 3875                      N             507        2007            Northeast
## 3876                      N            1538        2008                South
## 3877                      Y            1666        2005                 West
## 3878                      N            3892        2000                 West
## 3879                      N            3016        1993            Northeast
## 3881                      N            1087        1984                South
## 3882                      N             535        2008              Midwest
## 3883                      N            1428        1993                 West
## 3884                      N            3447        1995            Northeast
## 3885                      N            1459        1971                South
## 3886                      Y            1591        1998                 West
## 3887                      Y            2742        2005                South
## 3888                      N            1597        1988                South
## 3889                      N             199        2001            Northeast
## 3890                      N            2142        1984                 West
## 3891                      N            4350        1993            Northeast
## 3893                      N            1375        1994                South
## 3895                      N            1684        1996              Midwest
## 3897                      N            2320        1999              Midwest
## 3899                      N            3934        1992                South
## 3902                      N            3162        1966            Northeast
## 3904                      N             909        2013                South
## 3905                      N            2252        1987                 West
## 3906                      N            4568        2014                South
## 3907                      N            1308        2007                 West
## 3908                      N            3009        1999            Northeast
## 3909                      N            1599        2013                 West
## 3910                      N             386        2002                South
## 3911                      N            3950        1981                 West
## 3912                      N            1248        2001                South
## 3913                      N            1458        2011                South
## 3914                      Y            1180        2013            Northeast
## 3915                      N            2164        2004            Northeast
## 3917                      Y             693        1979                South
## 3918                      N            1282        2007              Midwest
## 3919                      N             477        1979                 West
## 3920                      N             953        1988            Northeast
## 3921                      N            2999        1950                South
## 3922                      N            2851        2011              Midwest
## 3924                      N            3366        1985            Northeast
## 3925                      N              94        2012                 West
## 3928                      N            4058        2005              Midwest
## 3930                      Y            2441        2003                South
## 3931                      N            4272        1985            Northeast
## 3933                      N            1305        2005                 West
## 3934                      N            1368        2010              Midwest
## 3935                      N             707        2001              Midwest
## 3936                      N             697        2003                South
## 3937                      N            2741        1971            Northeast
## 3938                      N            4847        1977                 West
## 3939                      N            2103        2007                South
## 3940                      N             772        2006              Midwest
## 3941                      Y            1861        1941            Northeast
## 3942                      N            2398        1983              Midwest
## 3943                      N             539        2011            Northeast
## 3945                      N            4669        2000                South
## 3946                      N            2705        2007            Northeast
## 3950                      N             774        1995            Northeast
## 3951                      N            4312        2005                South
## 3952                      N            1293        1998            Northeast
## 3953                      N            2277        1976            Northeast
## 3954                      N            1271        1990                 West
## 3956                      N            1052        2012            Northeast
## 3959                      N            3420        1984                South
## 3960                      N            4478        2007            Northeast
## 3961                      Y            3791        1998                 West
## 3962                      N            1874        1985            Northeast
## 3963                      N            2945        2006                South
## 3964                      N            1869        2005                South
## 3965                      Y            5229        1966            Northeast
## 3966                      N             323        1998                 West
## 3968                      N            3173        1987                South
## 3969                      N            2804        1998                South
## 3970                      Y            2638        1990            Northeast
## 3973                      N            1582        2004            Northeast
## 3974                      N            1762        2002                South
## 3975                      N            3124        2008              Midwest
## 3976                      N            2111        2004              Midwest
## 3977                      N             540        2001              Midwest
## 3978                      N             918        2001              Midwest
## 3979                      N             833        1992                 West
## 3980                      N            6505        2010                 West
## 3981                      N            3050        2006            Northeast
## 3982                      N             372        2010            Northeast
## 3983                      N            3085        2010              Midwest
## 3984                      N            1238        2012            Northeast
## 3985                      N            1005        1947            Northeast
## 3986                      N            1521        2000              Midwest
## 3988                      Y            3354        1952                South
## 3990                      N            2504        1979                 West
## 3991                      N            4910        2012                 West
## 3992                      N            3099        2000            Northeast
## 3993                      N            3423        2006              Midwest
## 3994                      N            1300        1960              Midwest
## 3995                      N            2764        2012                South
## 3996                      N            1652        1997            Northeast
## 3998                      Y            1888        1957            Northeast
## 3999                      N            1988        2005              Midwest
## 4000                      Y             405        1993              Midwest
## 4001                      N            1043        1978            Northeast
## 4002                      N            3043        2001            Northeast
## 4003                      Y             549        2005                 West
## 4004                      N             126        2003                South
## 4005                      N            5167        1971                South
## 4007                      N            3436        2008                South
## 4009                      N            1756        2008            Northeast
## 4010                      N            4752        1986                 West
## 4011                      N            1954        2000                 West
## 4012                      N            4944        1979                South
## 4013                      Y            1792        1998            Northeast
## 4014                      N            3781        1994            Northeast
## 4015                      N            5183        1942                 West
## 4016                      N             163        1999                South
## 4017                      N            1638        2003              Midwest
## 4018                      N            1801        1995               Island
## 4019                      N            4099        2000              Midwest
## 4020                      N            1382        2001                 West
## 4021                      Y            4460        1979                 West
## 4022                      N            1063        1998                South
## 4023                      Y            2316        2006                 West
## 4024                      N             580        2002                South
## 4025                      N             770        2004                 West
## 4026                      N            1714        1972                 West
## 4027                      N            2994        1981                 West
## 4028                      N            1031        2009              Midwest
## 4030                      N            2410        1963                 West
## 4032                      N            4765        1996            Northeast
## 4033                      N            1550        1996                 West
## 4035                      N            1752        2000                South
## 4036                      N            4266        2001                 West
## 4038                      N            1956        2006                South
## 4039                      N            1146        1994            Northeast
## 4040                      N            4211        1992            Northeast
## 4041                      N            1857        1992                 West
## 4042                      N            1150        1968                 West
## 4043                      N            3193        1946                 West
## 4045                      N            3167        1963            Northeast
## 4046                      N            1192        2010                South
## 4047                      N             740        1948                 West
## 4049                      N            3246        2008            Northeast
## 4050                      N            2522        2013            Northeast
## 4051                      N             872        2001              Midwest
## 4052                      N            3968        2003                South
## 4053                      N            2939        2001            Northeast
## 4055                      N            2245        2010              Midwest
## 4056                      Y            1394        1997                South
## 4058                      N            3551        2012            Northeast
## 4059                      N            1114        2005                South
## 4061                      N            1856        2004            Northeast
## 4062                      N            1776        1985              Midwest
## 4065                      N             246        2011                South
## 4066                      N            4306        2006            Northeast
## 4067                      N            1166        1995                 West
## 4068                      N            1951        2003            Northeast
## 4070                      N            2257        2008              Midwest
## 4071                      N            2408        2011            Northeast
## 4072                      N            2998        2015                 West
## 4073                      N            1559        1986                South
## 4074                      N            2547        1999                 West
## 4075                      Y             562        1996              Midwest
## 4076                      N            1513        2007                 West
## 4077                      N            1174        2002            Northeast
## 4078                      N             808        1977            Northeast
## 4079                      N             519        2007            Northeast
## 4080                      N             513        2000            Northeast
## 4083                      N             767        2007                South
## 4084                      N            4050        2014            Northeast
## 4085                      N            1509        1991                 West
## 4087                      N            1869        1986            Northeast
## 4088                      N            2896        1960            Northeast
## 4089                      Y             308        2000                South
## 4090                      N             869        1993                 West
## 4091                      N             968        1988               Island
## 4092                      Y            2311        2007            Northeast
## 4093                      N            3897        1992              Midwest
## 4094                      N            4653        2006            Northeast
## 4095                      N             666        1980            Northeast
## 4096                      N              76        1939                South
## 4097                      N             469        1997            Northeast
## 4098                      N             731        1976                 West
## 4100                      N            4930        1999              Midwest
## 4101                      N            3066        2008                South
## 4102                      N            3994        1992              Midwest
## 4103                      N            1801        1994            Northeast
## 4104                      N            1601        1996              Midwest
## 4105                      N            6245        2009                 West
## 4106                      N            4089        1999                South
## 4107                      N            1954        1980                South
## 4110                      N            3233        2007                 West
## 4111                      N            4519        2001                 West
## 4112                      N            1525        1947                 West
## 4113                      Y             564        1994                 West
## 4114                      Y             566        1935               Island
## 4115                      N            2700        2000              Midwest
## 4116                      N             397        2002            Northeast
## 4117                      N            1242        2005            Northeast
## 4118                      N            3967        1977                 West
## 4119                      Y            2145        1992                 West
## 4120                      N            2614        1982              Midwest
## 4123                      N            3370        2011              Midwest
## 4124                      N             285        2001                South
## 4125                      N            2752        2005                 West
## 4126                      N            1669        1968                 West
## 4127                      N             814        2004              Midwest
## 4128                      N             722        1985            Northeast
## 4129                      N            2372        1997            Northeast
## 4130                      Y            2183        1994                South
## 4131                      N            3655        1997            Northeast
## 4132                      N             170        2009            Northeast
## 4133                      N            3006        1978            Northeast
## 4134                      N            1530        2000                South
## 4135                      N            5248        2010                 West
## 4136                      N            3274        1981                 West
## 4137                      N            1416        2013                 West
## 4139                      N             259        2013                 West
## 4142                      N            2459        1988              Midwest
## 4143                      N            3819        1960                 West
## 4145                      N             576        1985            Northeast
## 4146                      N             785        1976            Northeast
## 4147                      N            5058        1998                South
## 4149                      N            1764        1984            Northeast
## 4150                      N            1160        2003            Northeast
## 4151                      N            3686        1999                 West
## 4152                      N            4847        1979                South
## 4153                      Y             990        1996            Northeast
## 4154                      N            1126        1981                 West
## 4155                      N            5398        2001                South
## 4156                      N            1103        1967                 West
## 4157                      N            5440        2010                 West
## 4158                      N            5255        1936            Northeast
## 4159                      N            1163        1988              Midwest
## 4160                      Y            1496        1996                 West
## 4161                      Y            3295        1994                South
## 4162                      N            1903        2011                South
## 4163                      Y            4874        2003            Northeast
## 4164                      N             651        2009                South
## 4165                      N             527        2007              Midwest
## 4167                      Y            1562        1941                South
## 4168                      N            3233        1993                South
## 4169                      Y             661        2001                 West
## 4170                      N            3796        1962               Island
## 4171                      N            2841        2007                South
## 4172                      N            2167        2004                South
## 4173                      N            2713        1997                 West
## 4174                      N            3199        2008                South
## 4175                      N            1261        2006              Midwest
## 4176                      N            1889        1988              Midwest
## 4178                      Y            2589        1976            Northeast
## 4179                      N            4551        1996                 West
## 4180                      N            2059        2013                 West
## 4181                      N            3655        1975                 West
## 4182                      N            3421        1985              Midwest
## 4183                      Y             451        1999                South
## 4184                      Y             519        1959              Midwest
## 4186                      N            3770        1996            Northeast
## 4187                      N             739        1939                 West
## 4188                      Y             728        1975                South
## 4189                      N             636        2001                 West
## 4190                      N            1516        2002                South
## 4191                      Y            5295        1981            Northeast
## 4192                      N            4467        2012                South
## 4193                      N              68        1994                South
## 4194                      N            2724        2013              Midwest
## 4195                      N             914        2007              Midwest
## 4196                      N            3128        1999              Midwest
## 4198                      N             196        1979            Northeast
## 4199                      N            4400        2013            Northeast
## 4200                      N            3925        2001                 West
## 4201                      N            4875        1997              Midwest
## 4202                      N            2497        1978                South
## 4203                      N            1051        1992              Midwest
## 4205                      N            3392        1999                 West
## 4206                      N            3140        2002                South
## 4207                      N             288        2000                 West
## 4208                      N            2889        2004                 West
## 4209                      N             709        2008                 West
## 4210                      Y            1088        2006                South
## 4211                      N            1160        2002                 West
## 4213                      N            1950        1937                 West
## 4215                      N            3497        1988              Midwest
## 4217                      N              74        2000                 West
## 4218                      N              76        2010                 West
## 4219                      N            4116        2008                 West
## 4220                      N            1991        2003              Midwest
## 4221                      N            1597        2007              Midwest
## 4222                      N             704        2013                 West
## 4223                      N            5216        1991              Midwest
## 4224                      N            3928        1993                South
## 4225                      N            3260        2000              Midwest
## 4226                      N             768        2002            Northeast
## 4227                      N             183        1983            Northeast
## 4228                      N            2818        2007                 West
## 4229                      N            2253        1946            Northeast
## 4231                      N             416        1976            Northeast
## 4232                      N             967        2003                 West
## 4233                      N             419        2004            Northeast
## 4234                      N            2177        1960                 West
## 4235                      N              93        2009                 West
## 4236                      N             775        2012                 West
## 4237                      N            3363        1991                South
## 4238                      N            3764        1946                 West
## 4239                      N            3354        2000            Northeast
## 4240                      N            1881        2001              Midwest
## 4241                      N            3738        1985              Midwest
## 4242                      N            1300        1987            Northeast
## 4246                      N            2759        2003            Northeast
## 4248                      N            2442        1998                South
## 4250                      N            5278        1984            Northeast
## 4251                      N            1478        2009            Northeast
## 4252                      N            3739        2007            Northeast
## 4253                      N            3244        2004                 West
## 4254                      N             658        2005              Midwest
## 4255                      N            3279        1998              Midwest
## 4256                      N              22        2010            Northeast
## 4257                      N            3235        1993                South
## 4258                      N             142        1981            Northeast
## 4259                      N             234        1946            Northeast
## 4260                      N            2563        2001                South
## 4261                      N            1559        1998              Midwest
## 4263                      N            3273        1977                South
## 4264                      N              93        2006                 West
## 4266                      N            4236        1968            Northeast
## 4267                      Y            2882        1979                 West
## 4269                      N            3407        2004                South
## 4270                      N            3902        1970            Northeast
## 4271                      N            4585        1942                 West
## 4273                      N            2623        2006            Northeast
## 4274                      N             102        2011                South
## 4275                      N            2436        2009            Northeast
## 4276                      N            2875        2010                 West
## 4277                      N            1166        2003                South
## 4278                      Y            5752        1999                South
## 4279                      N            4918        2005            Northeast
## 4282                      N            3032        1960                 West
## 4283                      N            5863        2008            Northeast
## 4284                      N            2402        1987            Northeast
## 4286                      N              82        2006            Northeast
## 4287                      N            1379        1997                South
## 4288                      N            1232        2003                South
## 4289                      N              86        1994                South
## 4290                      N            2297        1999              Midwest
## 4291                      N             283        1979                South
## 4292                      N            3468        1945                South
## 4293                      N            3331        2013            Northeast
## 4295                      N             768        1999            Northeast
## 4296                      Y            2072        1981                 West
## 4297                      N            3342        2001            Northeast
## 4298                      N            1588        2009            Northeast
## 4299                      N            4212        1982              Midwest
## 4301                      N             203        1998                South
## 4302                      N            3760        2001                South
## 4304                      N            2284        2004                 West
## 4306                      N            1096        1991                 West
## 4309                      Y            3382        1934              Midwest
## 4311                      N            3453        1993            Northeast
## 4312                      N            2885        1986            Northeast
## 4313                      N             174        1956                 West
## 4314                      N             709        2006            Northeast
## 4315                      N            3351        1990                 West
## 4316                      Y            2913        2008                South
## 4317                      N            1122        2000                 West
## 4319                      N            3671        2002                South
## 4320                      N            2187        2001            Northeast
## 4322                      N            1679        2007              Midwest
## 4323                      N            4926        1982              Midwest
## 4325                      N            3291        1997            Northeast
## 4326                      N             986        1977            Northeast
## 4328                      Y            3130        2004                 West
## 4329                      N             337        1997              Midwest
## 4330                      N            3600        1993            Northeast
## 4331                      N            3197        2005                South
## 4333                      N            2333        1978                South
## 4334                      N            5444        1970                 West
## 4335                      Y             722        1998            Northeast
## 4336                      N            3792        1982            Northeast
## 4337                      N             328        1960                 West
## 4338                      N             333        2008                 West
## 4339                      Y             501        1986            Northeast
## 4340                      N            1976        1968                South
## 4341                      N             674        1948                 West
## 4342                      N            3691        2008              Midwest
## 4343                      N             738        2005                 West
## 4345                      N            2806        1979              Midwest
## 4346                      N            1136        1992            Northeast
## 4348                      N            2740        2011              Midwest
## 4349                      N            2926        1997                 West
## 4350                      N            2663        1985              Midwest
## 4352                      N             883        1997            Northeast
## 4353                      N            1002        1970            Northeast
## 4354                      Y            2488        1977                 West
## 4356                      Y            2062        1986                South
## 4358                      N             235        2001                South
## 4359                      N             173        1993                 West
## 4360                      N            3037        1975               Island
## 4361                      N            3553        1969                 West
## 4362                      N            2650        1988                South
## 4363                      N            1137        2007                South
## 4364                      N            3314        2000              Midwest
## 4366                      N            2025        1976            Northeast
## 4367                      N            2733        1975            Northeast
## 4368                      N            4750        2005                South
## 4369                      N            5702        2006                 West
## 4370                      N            1159        1999              Midwest
## 4371                      N            2925        1949               Island
## 4372                      N            1726        1984              Midwest
## 4373                      N            1212        1998                South
## 4374                      N            5070        1997                 West
## 4375                      N            3938        1999                 West
## 4376                      N            1837        2000                South
## 4377                      Y            2121        1999                 West
## 4379                      N             165        1993                South
## 4380                      N              18        2000              Midwest
## 4381                      N            3935        1963            Northeast
## 4383                      N            5253        1988                South
## 4384                      N            2361        2006                 West
## 4385                      N            1470        1990                 West
## 4386                      N            3452        2004            Northeast
## 4387                      Y             347        2001                 West
## 4389                      N            4698        1965            Northeast
## 4390                      N             426        1991                 West
## 4391                      N            2184        2004            Northeast
## 4392                      N            1344        2011                 West
## 4393                      N            1435        2010              Midwest
## 4394                      N             328        2007                South
## 4395                      N             678        2010                South
## 4396                      N            2010        2009              Midwest
## 4397                      N             484        2005                South
## 4398                      N             354        2009            Northeast
## 4400                      N            1358        2000            Northeast
## 4401                      N            1668        1977              Midwest
## 4402                      N            1040        1986              Midwest
## 4404                      N            1619        2006            Northeast
## 4405                      N            4298        1993            Northeast
## 4406                      N            1103        1982                 West
## 4408                      N            1330        1994                 West
## 4409                      N            2642        1976                South
## 4410                      N            4032        2007                South
## 4411                      N            1346        1998               Island
## 4412                      N             633        2009            Northeast
## 4414                      N             609        1997                South
## 4415                      N            3194        1992              Midwest
## 4416                      N             736        1998                South
## 4418                      N            1536        2004            Northeast
## 4419                      N            2636        2013                 West
## 4420                      N             189        2006              Midwest
## 4421                      N            2387        2012            Northeast
## 4422                      Y            4105        2010                South
## 4423                      N            2363        2005                 West
## 4424                      N            2398        2012                South
## 4426                      N             529        1994                 West
## 4427                      N            4097        2010                South
## 4428                      N            3620        1994            Northeast
## 4430                      N            3243        2008                South
## 4431                      N            1777        1977                South
## 4432                      N             890        1978                 West
## 4433                      N            1047        2009                 West
## 4434                      N            1959        2007            Northeast
## 4435                      Y             724        1980                 West
## 4436                      N            2600        2011                 West
## 4437                      N             124        2006            Northeast
## 4438                      N             674        1993            Northeast
## 4439                      N            2289        2010                South
## 4440                      N             488        2000            Northeast
## 4442                      N             134        1998                 West
## 4444                      Y             942        1988                South
## 4445                      N            2736        1979                South
## 4446                      N            3245        1994              Midwest
## 4447                      Y             487        2008                 West
## 4448                      N            5780        2010                 West
## 4449                      N            1556        1997            Northeast
## 4452                      N             741        2009              Midwest
## 4457                      Y            2952        1989            Northeast
## 4458                      N            1935        2007            Northeast
## 4459                      N            1181        2002                 West
## 4460                      N            2557        1989            Northeast
## 4461                      N            1284        1974              Midwest
## 4462                      N             473        2001                 West
## 4463                      N            1950        1992                 West
## 4464                      N            2528        1998               Island
## 4465                      N            3955        2005                 West
## 4466                      Y            1230        1977                South
## 4467                      N            2254        2007                 West
## 4468                      N            1339        2009                 West
## 4469                      N            5353        2013            Northeast
## 4470                      N            3887        2009            Northeast
## 4471                      N            1061        2003                South
## 4472                      N            2347        1999                 West
## 4473                      N            2087        2008                South
## 4474                      N            2313        1946                South
## 4475                      N            1024        2011                 West
## 4476                      N            2069        2004            Northeast
## 4477                      N            2117        1996              Midwest
## 4478                      Y             307        1993               Island
## 4479                      N            5991        1976                South
## 4480                      N            1826        2003                 West
## 4481                      N            1245        2005                 West
## 4483                      N            5495        2005                South
## 4485                      N            3992        1995                 West
## 4486                      N            5029        1994                 West
## 4488                      N             576        2001                 West
## 4489                      N             418        1994            Northeast
## 4490                      N            3385        1987                South
## 4491                      Y            1444        1989                 West
## 4492                      Y            1917        2006                South
## 4493                      N            3459        2006            Northeast
## 4494                      N            2027        1992              Midwest
## 4495                      N             379        2007                South
## 4496                      Y            1946        1984                South
## 4497                      N            5394        2001                South
## 4498                      N            5166        1999              Midwest
## 4499                      N            2601        1998                South
## 4500                      N            4229        2006            Northeast
## 4501                      N            4268        1972                 West
## 4502                      N            2058        1977                South
## 4503                      Y            1425        2004            Northeast
## 4505                      N             894        1996            Northeast
## 4507                      N            4533        2000            Northeast
## 4508                      N              88        1978                South
## 4510                      N            3442        1976                South
## 4511                      N            1814        2013                 West
## 4514                      N            4542        2016            Northeast
## 4515                      N            3025        2009                South
## 4516                      N            1294        1999                South
## 4517                      N            3123        2004            Northeast
## 4518                      N            4716        2004                 West
## 4519                      N             202        1998              Midwest
## 4520                      N             709        2001                South
## 4521                      N             118        1997            Northeast
## 4522                      N            2035        1985                South
## 4523                      N            4056        2013                 West
## 4524                      N             998        2001                 West
## 4526                      N            2016        2010              Midwest
## 4528                      N             829        1956                South
## 4529                      N            5069        1998              Midwest
## 4530                      N            4820        2003                 West
## 4531                      N            4279        2010                 West
## 4533                      N             375        1944            Northeast
## 4534                      N            1162        2012                 West
## 4535                      N            1625        2004                South
## 4536                      Y            4001        1973            Northeast
## 4537                      N             205        1998                 West
## 4538                      N            2233        2008              Midwest
## 4539                      Y             975        1986                 West
## 4540                      N            1684        2006            Northeast
## 4541                      N            4397        2008                 West
## 4542                      Y             220        1980                 West
## 4543                      N            3196        2005              Midwest
## 4544                      Y            4108        2004                South
## 4545                      N             216        2006              Midwest
## 4548                      N            2144        1990                South
## 4549                      Y            1478        2000            Northeast
## 4552                      N            1097        2006                 West
## 4553                      N            2762        1999                 West
## 4554                      N            3160        2002                South
## 4555                      N            1855        2013            Northeast
## 4556                      N            3285        1997                 West
## 4558                      N            1547        2000              Midwest
## 4559                      N            3376        1998            Northeast
## 4560                      N             312        2013                South
## 4561                      N            4230        2002              Midwest
## 4562                      Y            3689        1982            Northeast
## 4563                      N            1762        2000              Midwest
## 4565                      N              70        2010                 West
## 4566                      N            2312        2012                South
## 4567                      N            1769        1969            Northeast
## 4569                      N            1796        2004                 West
## 4570                      N            2733        2001                South
## 4571                      N             411        2012            Northeast
## 4572                      N            1420        2001                 West
## 4573                      N            3471        2007                South
## 4574                      N             538        1968                 West
## 4575                      N             111        1985              Midwest
## 4576                      N            1704        1986            Northeast
## 4577                      N            5184        1992            Northeast
## 4578                      Y            1538        2008              Midwest
## 4579                      N            3140        2001                South
## 4580                      N            3950        1979              Midwest
## 4581                      N            2123        1967                South
## 4582                      N             288        1999                South
## 4584                      Y            3350        1991                 West
## 4585                      N             380        1997                South
## 4586                      N            1559        1974                 West
## 4587                      N            3622        2007            Northeast
## 4588                      N            1417        2010              Midwest
## 4589                      N             585        2003                 West
## 4590                      N             496        1969                 West
## 4591                      N            2812        1952               Island
## 4592                      N            5196        2000                South
## 4593                      N             663        2012            Northeast
## 4594                      N             447        1998            Northeast
## 4596                      N            1878        2001                South
## 4598                      N            1426        1999            Northeast
## 4600                      Y            3268        2000                 West
## 4601                      N             389        2009                 West
## 4602                      N            2308        1973                 West
## 4604                      N            2357        2006              Midwest
## 4606                      N             197        2006              Midwest
## 4607                      N             808        1988              Midwest
## 4609                      N            3519        1997            Northeast
## 4610                      N             645        1969              Midwest
## 4611                      N            1073        1992                 West
## 4613                      N            2381        1984            Northeast
## 4614                      N            1779        2001            Northeast
## 4615                      N            1160        1994                South
## 4616                      N            4373        2008                 West
## 4617                      N            1876        2005                 West
## 4618                      N            1436        2006                 West
## 4619                      N            2409        1996            Northeast
## 4620                      N            2114        1968              Midwest
## 4621                      N            1906        2007                 West
## 4622                      Y            1714        1988                South
## 4623                      N             597        1989                South
## 4624                      N             592        1978              Midwest
## 4625                      Y            1840        1999                South
## 4626                      N             402        1948            Northeast
## 4627                      N            1248        1940            Northeast
## 4628                      N            1548        2006                South
## 4629                      N             842        1997                 West
## 4630                      N            1544        1997            Northeast
## 4631                      N            4570        2000            Northeast
## 4632                      N             578        2009                South
## 4633                      N            1470        2010                 West
## 4634                      N            4236        1997            Northeast
## 4635                      N            2627        1977                 West
## 4636                      N            1537        2009                 West
## 4637                      N            1563        1936                South
## 4638                      N            2736        2010            Northeast
## 4639                      N            3619        1996                 West
## 4640                      N             682        2013            Northeast
## 4641                      N            2390        1998                South
## 4642                      N            4642        1989              Midwest
## 4644                      N            2030        2007            Northeast
## 4645                      N            4462        2000              Midwest
## 4648                      N            2836        1971            Northeast
## 4649                      N            3886        2009                South
## 4651                      Y             954        2008            Northeast
## 4652                      N            1750        1995              Midwest
## 4653                      N             220        1998                 West
## 4655                      Y             961        2005                 West
## 4656                      N            3100        1996            Northeast
## 4657                      N             706        1997                 West
## 4658                      Y            1285        2012                 West
## 4659                      N            2239        1966                 West
## 4662                      N            2424        1972            Northeast
## 4664                      N            4316        1987              Midwest
## 4665                      N             658        1999              Midwest
## 4666                      N            3517        2002               Island
## 4667                      N            1169        1995                South
## 4668                      N            4380        2012                 West
## 4670                      N            5039        2004                South
## 4671                      N            3784        1993            Northeast
## 4672                      N            1660        1998                South
## 4673                      Y            2144        1997                South
## 4674                      N            4768        2004            Northeast
## 4675                      Y             231        1947              Midwest
## 4676                      N            3627        1962                South
## 4677                      N            1656        1977                South
## 4678                      N             203        1983                 West
## 4679                      N            3310        2006                 West
## 4681                      N            5128        1992              Midwest
## 4682                      N            1454        1968              Midwest
## 4683                      N             662        1985            Northeast
## 4684                      N            2349        1998            Northeast
## 4687                      N            1331        2015              Midwest
## 4688                      N            1290        2013                 West
## 4689                      N             946        1998            Northeast
## 4691                      N            3789        2008               Island
## 4693                      N             798        1987                South
## 4694                      N            2850        2009            Northeast
## 4695                      N            1045        2010                South
## 4696                      N            3518        2001            Northeast
## 4698                      N            4488        1984                 West
## 4699                      N             945        1998            Northeast
## 4700                      N            4331        1954                South
## 4701                      N            2097        2001            Northeast
## 4702                      N            5940        1970                 West
## 4703                      N            2144        1998                South
## 4704                      N            2260        2009                South
## 4707                      N            1198        1981            Northeast
## 4709                      N            5734        1998                South
## 4710                      N            1035        2012              Midwest
## 4711                      N            4289        2008            Northeast
## 4712                      N            1709        1982              Midwest
## 4713                      N            3556        2001                South
## 4714                      Y             582        1973                 West
## 4715                      Y            2089        1998                 West
## 4717                      N            4659        2005                 West
## 4719                      N            1512        1984            Northeast
## 4720                      N            2524        2005              Midwest
## 4721                      N             181        2010                 West
## 4722                      N            2179        1996                South
## 4723                      N            4849        1993                 West
## 4725                      N            1146        1985            Northeast
## 4726                      N            1522        1983            Northeast
## 4727                      Y            2264        1991            Northeast
## 4728                      N            1594        2004                South
## 4731                      N             551        1947                South
## 4732                      N              75        2005            Northeast
## 4733                      N             930        2001            Northeast
## 4738                      N            1006        1999              Midwest
## 4740                      N            2047        1999                South
## 4741                      N            1749        1989                 West
## 4742                      N             561        1993                 West
## 4743                      N             671        1998              Midwest
## 4745                      N            2948        2007                South
## 4746                      N            2273        2012              Midwest
## 4747                      N            2418        2011            Northeast
## 4749                      N            1117        1993              Midwest
## 4751                      N            1072        1974                South
## 4753                      Y            1128        1936                 West
## 4754                      N            5966        2001            Northeast
## 4755                      N             361        2002                 West
## 4756                      N             899        1954                South
## 4757                      N            1237        2003                South
## 4759                      Y             112        1998                South
## 4762                      N            1318        2013                 West
## 4763                      N             496        1998                South
## 4764                      N            2732        2009                South
## 4765                      N            3019        2010                 West
## 4767                      N             838        2000            Northeast
## 4768                      N            1814        2000            Northeast
## 4769                      N             473        1979              Midwest
## 4770                      N            2223        1952                South
## 4771                      N            1189        1999            Northeast
## 4772                      N             477        2006            Northeast
## 4773                      N            1837        2000              Midwest
## 4774                      N              92        1968            Northeast
## 4775                      N            1842        1962            Northeast
## 4777                      N             105        1988                 West
## 4780                      N            4344        1939                South
## 4783                      N             329        2010                 West
## 4784                      N            2852        2004                South
## 4785                      N             533        2004                 West
## 4786                      N            1022        1998                South
## 4788                      N            2749        1984              Midwest
## 4789                      N             574        1959              Midwest
## 4793                      N            4329        2002                South
## 4794                      N             257        1997                South
## 4795                      N            6036        2000            Northeast
## 4796                      N            2650        1981                South
## 4797                      Y            3707        1984                South
## 4798                      N            2938        2002                South
## 4800                      N            2902        2005              Midwest
## 4801                      N             563        1993                South
## 4802                      N            2190        2002            Northeast
## 4803                      Y            1290        1996                 West
## 4804                      N            2865        2000            Northeast
## 4805                      Y             993        2005                 West
## 4806                      N             992        1981              Midwest
## 4807                      N            1868        1999            Northeast
## 4808                      Y             487        1982            Northeast
## 4810                      N            1935        1993              Midwest
## 4811                      N            3999        1992                South
## 4812                      N            1830        2008                South
## 4817                      N            1458        1988                 West
## 4818                      N            2173        2013                South
## 4819                      Y            2522        1975                South
## 4820                      N             162        2009                 West
## 4821                      N            4458        2001            Northeast
## 4822                      N             905        1971              Midwest
## 4823                      N            1824        1997                South
## 4824                      N            1777        2005                South
## 4828                      N            3619        1997                South
## 4829                      N              22        2006            Northeast
## 4830                      N            2362        2006                South
## 4831                      N            1891        2003              Midwest
## 4832                      N             229        2013               Island
## 4833                      Y            3665        2000                 West
## 4836                      N            1762        2006                 West
## 4837                      N            4468        1995                 West
## 4838                      N            4111        2011                South
## 4839                      N             112        2006            Northeast
## 4840                      N            2624        1947               Island
## 4841                      N             429        1995              Midwest
## 4842                      Y            1937        2000              Midwest
## 4843                      N            3275        1960                South
## 4844                      N            3215        1993            Northeast
## 4845                      N            1612        1999              Midwest
## 4846                      N             561        1999                 West
## 4847                      N            4253        2005                South
## 4848                      N             505        1984              Midwest
## 4849                      N            5483        1999                 West
## 4850                      N            2415        2011                 West
## 4851                      N            5713        2004            Northeast
## 4852                      N             346        1988                 West
## 4853                      N            3424        1980                 West
## 4854                      N            4299        2010              Midwest
## 4855                      N            2835        1990              Midwest
## 4856                      N            2557        1985              Midwest
## 4857                      N              69        1998              Midwest
## 4859                      N            4305        1935                 West
## 4861                      N            1220        1981                South
## 4862                      N              35        2006            Northeast
## 4864                      N            3614        1998                 West
## 4865                      N            1099        1984            Northeast
## 4866                      N             752        2013            Northeast
## 4867                      N            4105        2009                South
## 4868                      N             119        2007                South
## 4869                      N              56        2008              Midwest
## 4870                      N              61        1997              Midwest
## 4871                      N            1931        1962            Northeast
## 4873                      N            2604        1989                South
## 4875                      N            2660        2005              Midwest
## 4876                      N             417        2008                South
## 4879                      N              46        1968                 West
## 4880                      N             811        1996            Northeast
## 4881                      N            1522        1987                 West
## 4882                      N              79        1981              Midwest
## 4883                      N            3626        1979              Midwest
## 4884                      N            2566        1994                South
## 4885                      N            5064        1974            Northeast
## 4886                      N            1687        1944                 West
## 4887                      N            1036        2011                South
## 4888                      N            3345        1969                 West
## 4889                      N            2305        2003                 West
## 4890                      N             696        2005                 West
## 4891                      N            4989        2004                 West
## 4892                      Y            1945        2010                South
## 4893                      N             140        1998              Midwest
## 4894                      Y            4118        2006                 West
## 4896                      N            1972        1997            Northeast
## 4897                      N            2403        2000              Midwest
## 4898                      N            3190        2005                South
## 4899                      N            1751        1996               Island
## 4900                      N            4849        2007                 West
## 4901                      N            2714        2013                South
## 4902                      N             781        2003                 West
## 4903                      N            3676        1971              Midwest
## 4904                      N            5784        2010            Northeast
## 4906                      N            1726        2006                 West
## 4909                      N            1474        2005                South
## 4912                      Y             586        2010                South
## 4913                      N            4182        1996                 West
## 4915                      N            4767        1972               Island
## 4916                      N             766        2010                 West
## 4917                      N             172        1998                South
## 4920                      N            3187        1987            Northeast
## 4921                      N            5601        1990            Northeast
## 4922                      N            1148        2007              Midwest
## 4923                      N            1903        1981                South
## 4925                      N            2638        2010            Northeast
## 4926                      N            5241        1964            Northeast
## 4927                      N            1729        2001                South
## 4928                      N            4218        2001            Northeast
## 4929                      N            2117        2014              Midwest
## 4930                      N            2162        2007            Northeast
## 4931                      N            1409        2016                South
## 4933                      Y            1467        2005                 West
## 4935                      N             318        2007                South
## 4940                      N            1336        2004                 West
## 4942                      N            3077        1999            Northeast
## 4943                      N            2902        1992            Northeast
## 4944                      N            2281        2007                South
## 4945                      N             484        2006              Midwest
## 4947                      N            3289        1985                 West
## 4948                      N            2796        2007            Northeast
## 4949                      N            1570        2004            Northeast
## 4950                      Y             731        1996                South
## 4951                      N            3279        2007            Northeast
## 4952                      N            1437        2006            Northeast
## 4955                      N            3140        1940                 West
## 4957                      N             191        1977                 West
## 4958                      N             614        1996              Midwest
## 4959                      N            3772        2005                 West
## 4960                      N            4190        2015                South
## 4961                      N            2158        1999                 West
## 4962                      N            2879        2008                 West
## 4963                      Y            1928        1986                South
## 4965                      Y             575        1986            Northeast
## 4966                      N            1305        1995                 West
## 4967                      N            2569        1995            Northeast
## 4968                      N            1647        1996            Northeast
## 4969                      N             183        2004                South
## 4970                      N            1512        2011                 West
## 4971                      N             440        1997            Northeast
## 4972                      N             693        2000                 West
## 4975                      N            3217        1998                South
## 4976                      N            5232        1997                South
## 4977                      N             618        1939              Midwest
## 4978                      N             221        1998               Island
## 4979                      N            4254        1989                South
## 4980                      N            2761        2002            Northeast
## 4981                      N            1405        1996              Midwest
## 4982                      N            3450        1996            Northeast
## 4983                      N            5283        1976                South
## 4985                      N              16        2008            Northeast
## 4987                      N            2611        2002                 West
## 4988                      Y             832        2009                 West
## 4989                      N            1738        2006                South
## 4990                      N            5557        1968            Northeast
## 4991                      N             613        1998                 West
## 4992                      N            3680        1981              Midwest
## 4993                      N             578        1999              Midwest
## 4994                      Y            3855        1960                 West
## 4995                      Y             633        1996                South
## 4996                      N             232        1983              Midwest
## 4998                      Y             796        1999              Midwest
## 4999                      N            3674        2002                South
## 5000                      Y            1578        2000                 West
## 5001                      N             972        1995                 West
## 5002                      N            1630        2013                 West
## 5003                      N            4888        1988            Northeast
## 5004                      N             235        1976              Midwest
## 5005                      N             402        1995                South
## 5006                      N            3071        1967                 West
## 5007                      N            2032        2004            Northeast
## 5009                      N            1020        2008                South
## 5010                      N            1879        2005              Midwest
## 5011                      N             558        1978                 West
## 5012                      N             871        2005                 West
## 5014                      N            2665        1997                 West
## 5015                      N             983        1991              Midwest
## 5016                      N            1961        2001              Midwest
## 5017                      Y            2464        2004            Northeast
## 5018                      Y             334        1999                South
## 5019                      N            3085        2009            Northeast
## 5020                      N            2852        2004                South
## 5021                      N            1526        2004            Northeast
## 5022                      N             275        2002              Midwest
## 5025                      N            1348        1971                 West
## 5026                      N            3882        1998                South
## 5027                      N            4296        2008                South
## 5028                      N            2157        2012                 West
## 5029                      N            2533        1974                 West
## 5030                      N             588        1986                 West
## 5031                      N            3731        2004            Northeast
## 5032                      N             256        1954            Northeast
## 5033                      N            3469        1999                 West
## 5034                      Y            1476        2003                South
## 5035                      N            3975        1985            Northeast
## 5037                      N            2536        1993                 West
## 5038                      N            2960        1995              Midwest
## 5039                      N             330        2010            Northeast
## 5040                      N            4525        2000            Northeast
## 5041                      N            1917        1998            Northeast
## 5043                      N            1300        1982                 West
## 5044                      N              99        1977                South
## 5045                      N             851        2002              Midwest
## 5046                      N            5620        2006            Northeast
## 5047                      N             882        2012            Northeast
## 5048                      N            3983        1997            Northeast
## 5050                      N             610        2011            Northeast
## 5051                      N            3512        1941            Northeast
## 5052                      N            1632        2008              Midwest
## 5053                      N            2429        2010                 West
## 5054                      N            1448        2014                South
## 5057                      Y            2209        2000                 West
## 5059                      N            1333        1999                 West
## 5060                      N            2286        2007            Northeast
## 5061                      Y            2166        1994                South
## 5062                      N             613        2005              Midwest
## 5064                      N            2347        1994            Northeast
## 5065                      N            6509        2002                South
## 5066                      N            1982        2008            Northeast
## 5067                      N            3263        1987                 West
## 5068                      N            1910        2007            Northeast
## 5069                      N             274        2004                 West
## 5070                      N             878        2007              Midwest
## 5071                      N            2346        1984              Midwest
## 5072                      N            2931        1961                 West
## 5073                      N            1270        2006                South
## 5074                      N             491        2011                 West
## 5075                      N             226        2003                South
## 5077                      N            5998        1972                South
## 5078                      Y            4386        2008                 West
## 5079                      N            1260        2007                 West
## 5080                      N            2567        2004            Northeast
## 5081                      N             120        1960                South
## 5082                      N            3955        1985                 West
## 5084                      N            2707        1993              Midwest
## 5086                      N            5202        2009                South
## 5087                      N             499        1998            Northeast
## 5088                      N            3692        1999                 West
## 5089                      N            3169        1995              Midwest
## 5090                      N            2171        2003            Northeast
## 5091                      N            2722        1995            Northeast
## 5092                      N            1319        2004                South
## 5093                      N            3702        1997                South
## 5096                      N            1983        1985                 West
## 5097                      N            1785        1997                 West
## 5098                      N            2495        1950            Northeast
## 5099                      N            3062        2004                South
## 5100                      N            3731        2002              Midwest
## 5101                      Y            1899        1986                 West
## 5102                      N            1755        1968                South
## 5104                      N            1152        1987                 West
## 5105                      N             929        2005                South
## 5106                      N            2036        1965            Northeast
## 5107                      N            2951        1960                South
## 5108                      N            4389        2000            Northeast
## 5109                      N            4774        1998            Northeast
## 5110                      N             541        2006                South
## 5111                      N             960        2000                 West
## 5112                      N            3993        1981                South
## 5113                      N            1000        2008                South
## 5114                      N            1174        1996                 West
## 5116                      N            4853        1993            Northeast
## 5117                      N            2030        2007              Midwest
## 5118                      N            2765        1962            Northeast
## 5119                      N            2221        2000              Midwest
## 5120                      N             546        1994                South
## 5121                      N            2162        1982                South
## 5122                      N            5344        2006                 West
## 5123                      N             156        2013                 West
## 5124                      N            2869        1991                 West
## 5125                      Y             607        2010                South
## 5126                      N            4116        2003                South
## 5127                      N            5505        2009                South
## 5128                      N            2561        1977                South
## 5130                      N            2499        2008              Midwest
## 5131                      N            2576        1977            Northeast
## 5133                      N            3383        2005            Northeast
## 5134                      N            1090        1998                South
## 5136                      N            5419        2006                 West
## 5137                      N            2527        2003            Northeast
## 5138                      N            1274        2006            Northeast
## 5140                      N             782        2002                South
## 5141                      N            3835        2015                 West
## 5142                      N             259        1981              Midwest
## 5143                      N            1374        2002                South
## 5144                      N            4813        1984                 West
## 5145                      Y            1577        2003                 West
## 5147                      N            5102        1981                South
## 5148                      N            3333        2006                South
## 5150                      N            1122        2007              Midwest
## 5152                      N            1082        2010                 West
## 5153                      N            1034        2000            Northeast
## 5154                      N            5758        2007                South
## 5156                      N             284        2001                 West
## 5157                      Y             889        1980                South
## 5161                      N             151        1997                South
## 5162                      Y             625        1985                South
## 5163                      N             500        2016            Northeast
## 5164                      N             756        2004                 West
## 5168                      N             843        1975            Northeast
## 5169                      N            2678        1998            Northeast
## 5170                      N            1630        1984            Northeast
## 5173                      N            3778        2010            Northeast
## 5174                      N            3328        2004                 West
## 5175                      Y             359        2014            Northeast
## 5176                      N            1434        1977            Northeast
## 5177                      N             486        1987            Northeast
## 5178                      N            3520        1993            Northeast
## 5179                      N             645        1987                 West
## 5181                      N            1599        1996                South
## 5182                      N            5566        2000                South
## 5184                      N            3798        1987            Northeast
## 5185                      N             125        2004                South
## 5187                      N            3412        1976                South
## 5188                      N            2397        2008            Northeast
## 5190                      N            1036        1976                 West
## 5192                      Y            1519        2012            Northeast
## 5193                      N            1774        1976              Midwest
## 5194                      N             103        1995            Northeast
## 5195                      N            2981        2000            Northeast
## 5196                      N            1220        2005              Midwest
## 5197                      N            3357        1992            Northeast
## 5198                      N            1092        2014                 West
## 5199                      N            4322        2010                South
## 5200                      N            1747        1998              Midwest
## 5201                      N            2566        1993                South
## 5202                      N            1235        2012                 West
## 5203                      N            2561        1968            Northeast
## 5204                      N            1042        1979                 West
## 5205                      N            3363        1997            Northeast
## 5206                      N            3536        2006                South
## 5207                      N            1426        2000               Island
## 5208                      N             186        1983                South
## 5209                      N            5011        2010                 West
## 5211                      N            2096        2005              Midwest
## 5212                      N            3291        2008                South
## 5214                      N             291        1997                 West
## 5216                      N              46        2011                South
## 5217                      Y            4871        2000            Northeast
## 5218                      N            1443        1991            Northeast
## 5219                      N            1441        2007              Midwest
## 5220                      N            1751        1963              Midwest
## 5221                      N            2651        1999              Midwest
## 5222                      Y            5192        1983                 West
## 5224                      N             383        2003                 West
## 5226                      N             959        2010              Midwest
## 5227                      Y             173        2006              Midwest
## 5228                      N            2978        1984            Northeast
## 5229                      N            1370        1981                 West
## 5230                      Y            4473        1983            Northeast
## 5231                      Y            1031        1998            Northeast
## 5232                      Y            1157        1954                South
## 5233                      N            4899        2013                South
## 5234                      N            4606        2010                 West
## 5235                      N            2178        2013                South
## 5236                      N            4928        2006            Northeast
## 5237                      N            1457        1969                 West
## 5239                      Y            2065        1977                South
## 5242                      N            1904        1998                South
## 5244                      N            3346        2007            Northeast
## 5245                      N            2076        2000            Northeast
## 5246                      N            1331        1963            Northeast
## 5247                      N            1358        1981              Midwest
## 5248                      N            3564        1996              Midwest
## 5249                      N            3940        2001            Northeast
## 5250                      N            3129        1979              Midwest
## 5251                      N            2917        2001              Midwest
## 5252                      N            1074        2010            Northeast
## 5253                      N            1563        2008            Northeast
## 5254                      N             922        1992                South
## 5255                      N             257        2015            Northeast
## 5256                      N            2270        2004                 West
## 5257                      N            1782        2004            Northeast
## 5258                      N            1209        2005            Northeast
## 5260                      Y            2759        2000                 West
## 5261                      N            1237        2010            Northeast
## 5262                      N            1144        2008            Northeast
## 5263                      N            3266        2006              Midwest
## 5264                      N            3688        1996                South
## 5265                      N            1987        2000                 West
## 5267                      N             596        2003                 West
## 5268                      N            4672        2006                South
## 5269                      N            2649        1997                 West
## 5270                      N             688        1960                South
## 5271                      N             964        2000                South
## 5272                      N             173        2001            Northeast
## 5273                      Y             245        2006                South
## 5274                      N             635        2001            Northeast
## 5275                      N             261        2007                South
## 5276                      N            4138        1997              Midwest
## 5277                      N            5223        1972                 West
## 5278                      N              95        1998                 West
## 5279                      Y            4292        1973                 West
## 5280                      N            3100        2009            Northeast
## 5281                      N            4021        2008                 West
## 5282                      N            3816        2008                South
## 5283                      N            3283        1999                 West
## 5284                      N            4161        2005                 West
## 5285                      N            3958        1982            Northeast
## 5286                      N            3425        1977                 West
## 5287                      N            2957        1981                 West
## 5290                      N            2806        2004                South
## 5292                      N            3346        1998                 West
## 5293                      N            5774        1968            Northeast
## 5295                      N            2461        1996                South
## 5296                      N              48        2000                 West
## 5297                      N             925        2013              Midwest
## 5298                      N            1561        1981               Island
## 5299                      N            3278        1997                 West
## 5300                      N             325        2000            Northeast
## 5301                      N            4712        2004                 West
## 5304                      N            4318        1940                South
## 5307                      N            4432        1946            Northeast
## 5309                      N            4475        1985            Northeast
## 5310                      N            2794        1975            Northeast
## 5312                      Y            1255        2008            Northeast
## 5313                      N             290        2013                 West
## 5315                      N            2265        2011                 West
## 5316                      N            2621        1999                 West
## 5317                      N             258        1998                South
## 5318                      N            3347        1983            Northeast
## 5319                      Y            1293        2013                South
## 5321                      N            2998        1987              Midwest
## 5322                      N            1538        2002              Midwest
## 5323                      N             515        2005              Midwest
## 5324                      N            1926        2006                South
## 5325                      Y             715        2001                South
## 5326                      N             794        2006              Midwest
## 5327                      N            3813        1998                 West
## 5328                      N             202        2004            Northeast
## 5329                      Y            3053        2005                South
## 5331                      Y            1070        2006                 West
## 5333                      N            3837        1997                 West
## 5334                      N             494        2010                 West
## 5335                      N             869        2010            Northeast
## 5338                      N            2507        1996            Northeast
## 5340                      N            3116        1987                 West
## 5342                      N             995        1969                 West
## 5343                      N            3565        1998                 West
## 5344                      N             135        2012                 West
## 5345                      N            3665        1985            Northeast
## 5346                      Y             136        1951            Northeast
## 5347                      N              44        1993            Northeast
## 5348                      N            4507        2011            Northeast
## 5349                      Y            3351        1997                South
## 5351                      N            1026        2003                 West
## 5352                      N            4759        2006              Midwest
## 5353                      N            4063        2007                 West
## 5354                      N            1195        2005            Northeast
## 5356                      N            2620        2005              Midwest
## 5357                      N            3119        2013            Northeast
## 5358                      N            5598        1996                 West
## 5359                      N            5073        1997            Northeast
## 5360                      N             567        2001                South
## 5361                      N            2616        1985            Northeast
## 5362                      N             953        2000                 West
## 5363                      N            2690        2001                South
## 5364                      N            4274        2011                 West
## 5365                      N            2182        2014                South
## 5367                      N            5054        1970            Northeast
## 5368                      N            1293        1999                South
## 5369                      N            3449        1989                South
## 5370                      N             363        1998                 West
## 5371                      N            3017        2010            Northeast
## 5373                      N            4642        2005                South
## 5374                      N            3857        1954                 West
## 5375                      N            2108        1984            Northeast
## 5376                      N            1031        2009               Island
## 5378                      N             141        1994                South
## 5381                      N            2202        2001              Midwest
## 5383                      N            2354        1999                South
## 5384                      N            3469        1998            Northeast
## 5385                      N            4405        1993            Northeast
## 5386                      N            1283        2011            Northeast
## 5388                      Y             591        2002                 West
## 5389                      N            2122        1947              Midwest
## 5390                      N            1722        2000            Northeast
## 5391                      N            1915        2013                 West
## 5392                      N            1991        1976            Northeast
## 5393                      N            5114        2000                 West
## 5394                      N            4044        2005            Northeast
## 5395                      N             918        2007              Midwest
## 5396                      N            3964        2000                South
## 5400                      N            2254        2007              Midwest
## 5401                      N              56        1997                 West
## 5402                      Y            2027        1974                 West
## 5403                      N            4463        2001              Midwest
## 5404                      N            4731        1987                South
## 5406                      N            1231        2000                South
## 5408                      N            3365        1961                South
## 5409                      N            1341        1980                South
## 5410                      N             940        1982              Midwest
## 5411                      N            2716        2005                 West
## 5413                      N            3365        2004            Northeast
## 5414                      N            1297        2001              Midwest
## 5415                      N             321        1985            Northeast
## 5416                      N            2704        2014               Island
## 5417                      N            3200        1998            Northeast
## 5418                      N            4256        2004                 West
## 5420                      N            2664        1989                South
## 5421                      N            2096        1965                South
## 5424                      N            2215        2000                 West
## 5425                      N             831        1967            Northeast
## 5426                      N            4353        1998                South
## 5427                      N            1817        2005                 West
## 5428                      N             880        1940              Midwest
## 5429                      N             377        2004              Midwest
## 5430                      N            1048        1999                South
## 5432                      N            4512        1975                 West
## 5433                      N            2460        2009            Northeast
## 5434                      N            3331        2014            Northeast
## 5436                      N            2875        1978                South
## 5437                      N            3832        2001                South
## 5438                      N            2373        2005              Midwest
## 5440                      N            1336        2005              Midwest
## 5441                      N             150        2004            Northeast
## 5442                      N            5144        2005              Midwest
## 5443                      N            6499        1993            Northeast
## 5444                      N             869        1986            Northeast
## 5446                      N            4947        2005              Midwest
## 5447                      N            2500        1971            Northeast
## 5448                      N             595        1994            Northeast
## 5449                      N             396        2004                 West
## 5450                      Y            1261        1998                South
## 5451                      N            1913        2008                South
## 5452                      N            2004        1970            Northeast
## 5454                      N            4310        1990                 West
## 5455                      N             212        1977                 West
## 5456                      Y            2038        2007            Northeast
## 5457                      N            4412        2004                South
## 5458                      Y             526        2007            Northeast
## 5459                      N            3355        1999            Northeast
## 5460                      N            1159        1995                South
## 5461                      N            2163        2014                 West
## 5462                      N             280        1996                 West
## 5463                      Y            3415        1991                South
## 5464                      N            2085        1984            Northeast
## 5465                      N            2798        2001                South
## 5466                      N            2192        1960                South
## 5467                      N             198        1979                 West
## 5468                      N             525        2008                 West
## 5469                      N             191        2000            Northeast
## 5471                      N            3426        1998                South
## 5472                      N            4025        1986                South
## 5473                      N            4233        1994                South
## 5474                      N            2215        2004                South
## 5475                      Y            2712        1985                 West
## 5476                      N            1353        2011            Northeast
## 5477                      N            1987        2009            Northeast
## 5479                      N             633        2003              Midwest
## 5480                      N             283        2002              Midwest
## 5481                      N            1751        1946            Northeast
## 5482                      N            2864        1964            Northeast
## 5483                      N            5088        1993                 West
## 5484                      N            4556        2008            Northeast
## 5485                      N            3405        2011                South
## 5488                      N             350        1999                 West
## 5489                      N             245        1969                South
## 5490                      N            1325        2008                South
## 5493                      N            4206        2006                South
## 5494                      N            3208        2004                South
## 5496                      N            2338        2008                South
## 5497                      N            1715        1998                 West
## 5498                      N            2169        1993            Northeast
## 5500                      N             977        2002              Midwest
## 5502                      N            1058        2007              Midwest
## 5503                      N            1147        1981                South
## 5504                      Y            2765        2011                 West
## 5505                      N            5991        2003              Midwest
## 5506                      N            2644        1998              Midwest
## 5507                      N            3124        2002            Northeast
## 5509                      N            1509        1948                 West
## 5510                      N            2932        2004            Northeast
## 5511                      Y            1073        2005                South
## 5512                      N             597        1993                South
## 5513                      N             818        1997                South
## 5514                      N            1871        2007            Northeast
## 5515                      Y             868        1995                South
## 5516                      N            3034        2012                 West
## 5517                      N            1268        1999                 West
## 5518                      N            1008        2012                 West
## 5520                      N            2006        1998                South
## 5522                      Y            4025        2007                 West
## 5524                      N            3612        1994                 West
## 5525                      N            4374        1969                South
## 5526                      N            4432        1956                South
## 5527                      N            4268        1994                 West
## 5528                      N             343        1984                 West
## 5529                      N            4345        1992            Northeast
## 5531                      N            2084        2005                 West
## 5532                      N            1393        2007              Midwest
## 5533                      N            3599        1994            Northeast
## 5534                      N             146        1998                South
## 5535                      N            2428        2003                South
## 5536                      N            1674        2009              Midwest
## 5537                      N             900        2000            Northeast
## 5538                      N            2279        1994              Midwest
## 5539                      N            5734        1986                South
## 5540                      N            5331        2005              Midwest
## 5541                      N            3179        2012            Northeast
## 5542                      N            2162        2007                 West
## 5543                      N             834        1974            Northeast
## 5544                      N              63        1979              Midwest
## 5546                      N            2512        1968              Midwest
## 5548                      N            5644        2003                 West
## 5549                      N            3176        2012            Northeast
## 5550                      Y            1704        2005                 West
## 5551                      N             546        1993                South
## 5552                      N            4116        2004                 West
## 5553                      N             901        2007            Northeast
## 5554                      N            1427        1996                South
## 5555                      N            1832        1999                 West
## 5556                      N            1939        1981                South
## 5558                      N            5010        1996               Island
## 5559                      N            2062        2007            Northeast
## 5561                      N            4651        2012                South
## 5563                      N            3214        1986            Northeast
## 5564                      N            1596        2003                 West
## 5565                      N            6016        1944                 West
## 5566                      Y            1318        2001                South
## 5567                      N             200        1989                South
## 5568                      N            3767        2007                 West
## 5569                      Y            4383        2013                 West
## 5570                      N            2430        2005                South
## 5571                      N            2029        1934            Northeast
## 5572                      Y             838        1953            Northeast
## 5573                      N            1721        1998            Northeast
## 5575                      N            3766        1968                South
## 5576                      N            1368        1963            Northeast
## 5577                      N             114        1998                South
## 5580                      N            5523        2004                 West
## 5581                      N             645        2001                South
## 5585                      Y            1424        2007                 West
## 5586                      N            4090        2002                 West
## 5587                      Y             433        2014              Midwest
## 5588                      N            1437        2006                South
## 5590                      N            3115        2006                South
## 5591                      N            2378        2000                South
## 5592                      N            1111        1998                 West
## 5593                      N            4274        1969              Midwest
## 5594                      N            2585        1986                South
## 5595                      N             900        1986                South
## 5596                      N            1515        1999                South
## 5597                      N            1333        2003            Northeast
## 5598                      N             160        1976                 West
## 5599                      N            2169        2006                South
## 5600                      N            4752        1992            Northeast
## 5601                      N            2711        1999                South
## 5602                      N             448        1989              Midwest
## 5603                      Y            3062        2014                South
## 5604                      N             675        1985                 West
## 5605                      N             339        2004                South
## 5606                      N            2258        1998            Northeast
## 5607                      N            1953        1975            Northeast
## 5608                      N            4296        2008                South
## 5609                      N            4216        1978            Northeast
## 5610                      N            4244        2002                 West
## 5612                      N            1553        1981                 West
## 5613                      N            1386        2002                South
## 5614                      N            2640        1994              Midwest
## 5615                      N            4341        1968            Northeast
## 5616                      N            1026        2006                South
## 5617                      N            2994        1993                 West
## 5618                      N            2423        1991                South
## 5619                      N            1868        2005              Midwest
## 5620                      N            1326        2005                 West
## 5621                      N            1904        1994                South
## 5622                      N            1022        1998                 West
## 5623                      N            2007        1989              Midwest
## 5624                      N            1015        2009            Northeast
## 5625                      N             494        1996                 West
## 5626                      N             727        2000                 West
## 5627                      N             453        2007            Northeast
## 5628                      N            5056        1963                 West
## 5629                      Y            2803        2007                South
## 5630                      N            5678        1998                 West
## 5631                      N            2707        2006                South
## 5633                      N            5965        2008            Northeast
## 5634                      N            1018        2005                 West
## 5635                      N            3689        2004                 West
## 5636                      N            1709        2004            Northeast
## 5637                      N             267        1997            Northeast
## 5639                      N             753        1989              Midwest
## 5640                      N            2601        1933                 West
## 5641                      N            2615        2011                South
## 5643                      N            2715        1986            Northeast
## 5644                      N            1374        1981            Northeast
## 5645                      N            1247        1998            Northeast
## 5646                      N            2774        2011                 West
## 5647                      N             203        1986                 West
## 5648                      N             854        2013            Northeast
## 5649                      N            1884        1994                 West
## 5650                      N            4937        2004                 West
## 5651                      N             430        1997                 West
## 5652                      Y            3810        1995                South
## 5653                      N            1859        2007                South
## 5654                      N             728        2003            Northeast
## 5655                      Y            1356        2005                South
## 5658                      Y             992        2000                 West
## 5659                      N            2071        2012            Northeast
## 5661                      N            2537        2010                 West
## 5663                      N            1351        1995                South
## 5664                      N            3612        2001              Midwest
## 5665                      N             860        1998                 West
## 5666                      N            3182        1940            Northeast
## 5668                      N            2004        2007              Midwest
## 5669                      N            2779        2007                 West
## 5670                      N            1475        2009              Midwest
## 5671                      N             729        1969              Midwest
## 5672                      N            6213        2013                 West
## 5673                      N            1356        2007                 West
## 5674                      N            4979        1998                South
## 5675                      N            1885        2005                 West
## 5676                      Y            4135        1997                 West
## 5677                      N             688        2007                South
## 5678                      N            1847        2007                South
## 5680                      N            5443        1999            Northeast
## 5681                      N            2094        2010            Northeast
## 5682                      N             783        1996              Midwest
## 5684                      Y            4359        1975                South
## 5685                      N            3135        1960                South
## 5686                      N            1474        2004                 West
## 5687                      N            1311        2002                 West
## 5688                      N            2458        1967            Northeast
## 5689                      N            1020        2002                 West
## 5690                      N            2080        1947                 West
## 5691                      N             320        2007                South
## 5692                      N            1587        1999              Midwest
## 5693                      N            3035        1997                 West
## 5694                      Y             554        1963                South
## 5695                      N             771        2006            Northeast
## 5696                      N            5160        1996                South
## 5697                      N            4101        2010            Northeast
## 5698                      N             147        1981            Northeast
## 5699                      N            2317        2011                 West
## 5700                      N            4016        2003              Midwest
## 5701                      N              15        2003            Northeast
## 5702                      N            2703        2006              Midwest
## 5703                      Y             466        1981              Midwest
## 5704                      N            1382        2006            Northeast
## 5705                      N            3191        2011            Northeast
## 5706                      N            2537        1966                 West
## 5708                      N            5291        1996            Northeast
## 5709                      N            2439        1998            Northeast
## 5710                      N            3155        2009                 West
## 5713                      N             952        1984                 West
## 5714                      Y            2752        1994                 West
## 5715                      N            4490        1997               Island
## 5717                      Y            2689        2010                 West
## 5719                      N            1918        2005              Midwest
## 5720                      N             421        1998            Northeast
## 5721                      Y             310        1985            Northeast
## 5724                      N            2300        2012                 West
## 5725                      N            2251        2008              Midwest
## 5726                      N            1615        2004            Northeast
## 5727                      N            2029        2009            Northeast
## 5728                      N            5624        1996            Northeast
## 5729                      N              97        2012                South
## 5730                      N            2114        1984              Midwest
## 5731                      N             399        2006              Midwest
## 5732                      N            2416        2002                South
## 5733                      N            1903        2004            Northeast
## 5734                      N             481        2002            Northeast
## 5735                      N            3486        2003                 West
## 5736                      N            3687        2008              Midwest
## 5737                      N             802        1997            Northeast
## 5738                      N             197        1954                South
## 5739                      N             665        1988              Midwest
## 5740                      N            3219        1968            Northeast
## 5741                      N             564        1963              Midwest
## 5742                      N            2064        1998              Midwest
## 5745                      Y            2904        1984            Northeast
## 5746                      N            3783        2014                South
## 5747                      N            1962        2007                 West
## 5748                      Y            2688        1989            Northeast
## 5749                      N            1285        1995                 West
## 5750                      Y            1975        1991                 West
## 5751                      N            3067        2002                South
## 5752                      N            3488        1994                 West
## 5754                      N            1909        2000                 West
## 5755                      N            2066        1999                South
## 5757                      N            1708        2013                South
## 5758                      N            2682        1996              Midwest
## 5759                      N            3310        2001              Midwest
## 5760                      N            1245        1998                South
## 5762                      N            1898        1957                 West
## 5764                      N            3982        1990                South
## 5765                      N            1400        1996                South
## 5767                      Y            2202        2010                South
## 5768                      N            2601        2004            Northeast
## 5769                      N            1055        1947              Midwest
## 5770                      N            5137        1963                 West
## 5771                      N            2624        2013            Northeast
## 5772                      Y            2911        2005            Northeast
## 5773                      N            4213        1996                South
## 5774                      N            3574        2000            Northeast
## 5776                      N            2781        2003            Northeast
## 5777                      N            4768        2006            Northeast
## 5778                      N             843        2003                 West
## 5779                      N             500        1996            Northeast
## 5780                      Y            1189        2013                 West
## 5781                      N            2703        1994            Northeast
## 5782                      N            2582        2007                South
## 5783                      Y             443        2011                 West
## 5784                      N            1612        1989            Northeast
## 5786                      Y            2614        2007                South
## 5788                      N            3456        2008                South
## 5789                      N             188        2009                South
## 5790                      N            1070        1999              Midwest
## 5792                      N             288        2007              Midwest
## 5793                      N            1487        1969                South
## 5794                      N            2206        2001                South
## 5795                      N            4729        1983            Northeast
## 5796                      N            4918        2003                 West
## 5797                      N            2109        1974                South
## 5798                      N            2328        2006                 West
## 5799                      N            4785        2007                South
## 5801                      N            1824        1978            Northeast
## 5802                      N            4333        1972                 West
## 5803                      N             742        2013                South
## 5804                      N            2260        2008            Northeast
## 5806                      N            3302        2013              Midwest
## 5807                      N             142        1980                 West
## 5808                      N            2300        2005                 West
## 5809                      N            1876        2002            Northeast
## 5810                      N             978        1990              Midwest
## 5811                      N            5956        1984                South
## 5812                      N             160        2006              Midwest
## 5813                      N            1157        1945                 West
## 5814                      N            3223        1979                 West
## 5815                      N            2814        1947                 West
## 5816                      N            1067        2013                 West
## 5817                      N             240        1980              Midwest
## 5818                      N             518        2005                 West
## 5819                      N            2800        2006              Midwest
## 5820                      N             655        2007                South
## 5821                      N            2501        1960              Midwest
## 5822                      N            2005        1947                 West
## 5823                      N            2957        1998                 West
## 5824                      N            2851        1987                South
## 5825                      N             506        1998              Midwest
## 5826                      N            1213        2001              Midwest
## 5827                      N            2921        1990                 West
## 5828                      N            1452        1936                South
## 5829                      N             877        2012            Northeast
## 5832                      Y            1050        1966                South
## 5833                      N             766        1997            Northeast
## 5835                      N            1245        1971                South
## 5837                      N            2590        1961              Midwest
## 5840                      N             162        1998                 West
## 5841                      N            1570        1964                South
## 5842                      N            1247        2001                 West
## 5843                      N             439        1997            Northeast
## 5844                      N            1163        2011              Midwest
## 5845                      N            2562        1998            Northeast
## 5846                      N            2721        1951            Northeast
## 5847                      N            2108        2007            Northeast
## 5848                      N            1387        2003                South
## 5849                      N            1191        1948                 West
## 5850                      Y             804        2013                 West
## 5851                      N             634        2010                 West
## 5853                      N            3703        1951                South
## 5854                      N            1109        2003                South
## 5857                      N            3631        1965                South
## 5858                      N            1160        2005            Northeast
## 5859                      N            1368        1988                 West
## 5860                      N            1277        1997                South
## 5861                      N            2557        1999                South
## 5862                      Y             691        2000                South
## 5863                      N            5186        1985              Midwest
## 5864                      N             600        2010              Midwest
## 5865                      N            2428        1997            Northeast
## 5866                      N             900        2005              Midwest
## 5867                      N            4691        1950                South
## 5869                      N            4784        2009              Midwest
## 5870                      N            1729        2003                South
## 5871                      N            4110        1994                South
## 5872                      N             483        1999              Midwest
## 5873                      Y            1365        2007                 West
## 5874                      N            1923        2010            Northeast
## 5875                      N            2850        1993               Island
## 5876                      N             996        1998              Midwest
## 5877                      N            2983        2009              Midwest
## 5878                      N            2124        2008            Northeast
## 5879                      N            1143        1988            Northeast
## 5880                      N            3154        1986              Midwest
## 5881                      N            3432        1965            Northeast
## 5882                      N             726        2002                South
## 5883                      N            1908        1985            Northeast
## 5884                      N            3073        2000                 West
## 5885                      N            4790        1984            Northeast
## 5887                      Y            2421        2009                South
## 5888                      Y            4679        2010                 West
## 5889                      N            1241        1988            Northeast
## 5890                      N            1097        1997            Northeast
## 5891                      N            1718        1990                South
## 5897                      N            3832        1996            Northeast
## 5898                      N             477        2009                 West
## 5899                      N            5334        1998                 West
## 5900                      N             566        1994                South
## 5901                      N            4554        1999            Northeast
## 5904                      N             739        1995            Northeast
## 5905                      N             853        1958            Northeast
## 5906                      N             605        1985              Midwest
## 5907                      N            2356        1978                 West
## 5908                      N            5449        2007                 West
## 5909                      N            2828        2003            Northeast
## 5911                      N            1533        1996                South
## 5914                      N            3891        1997            Northeast
## 5915                      N            1275        1999            Northeast
## 5916                      N            6422        2001                South
## 5917                      N            1652        2007            Northeast
## 5918                      N             674        1989              Midwest
## 5919                      N            1793        2004            Northeast
## 5920                      N            4445        1933                South
## 5922                      N            3412        2007            Northeast
## 5923                      N            2040        1990                 West
## 5924                      Y            2147        2010                 West
## 5925                      N            2291        1978                South
## 5926                      N            1122        2004                 West
## 5927                      N            3391        1985                 West
## 5928                      N            2199        2006            Northeast
## 5929                      N             954        1993                South
## 5930                      Y            3361        2005                South
## 5932                      N            3646        2007                 West
## 5933                      N            3069        1988            Northeast
## 5934                      N            3488        1994                 West
## 5935                      N             159        1938            Northeast
## 5936                      N            1611        2011                 West
## 5937                      N            2433        2008                South
## 5939                      N            1379        2007            Northeast
## 5940                      N            1078        1968              Midwest
## 5941                      Y            3328        1978            Northeast
## 5942                      N             785        1989            Northeast
## 5943                      N            4365        1996            Northeast
## 5944                      N            4576        2001            Northeast
## 5949                      N            3176        1994                 West
## 5950                      N             436        1966                 West
## 5951                      N             851        1979            Northeast
## 5952                      Y            1226        1987                South
## 5953                      N            2814        2010                South
## 5954                      N             654        2007                South
## 5955                      N            5394        1971            Northeast
## 5956                      N             358        1967              Midwest
## 5959                      N            1772        2004            Northeast
## 5961                      Y            3164        2004                 West
## 5962                      N            1545        1998                 West
## 5963                      N            1595        1961              Midwest
## 5964                      N            1826        2011            Northeast
## 5965                      N             119        2003                 West
## 5966                      N             295        2012                South
## 5968                      N            1808        2001                South
## 5969                      N             516        2006            Northeast
## 5970                      Y            1356        1981                South
## 5971                      N            4755        1933              Midwest
## 5972                      N            4848        2010                 West
## 5973                      N            1654        1977            Northeast
## 5974                      N            5262        2003                 West
## 5975                      N            2060        2006                 West
## 5976                      N            2584        2010              Midwest
## 5977                      N            5426        1954            Northeast
## 5978                      Y            4949        1949                 West
## 5979                      N            1749        2011                 West
## 5981                      N            3231        1968               Island
## 5983                      N             555        1981            Northeast
## 5984                      N            1023        2012              Midwest
## 5985                      N             333        2001                South
## 5986                      N            1110        1986                 West
## 5987                      N            4985        2001                 West
## 5988                      N            2690        2007                 West
## 5989                      N            2275        1984                 West
## 5991                      N            4566        2007              Midwest
## 5993                      N            3765        2002            Northeast
## 5994                      N            3143        2001            Northeast
## 5995                      N            5406        2014            Northeast
## 5997                      N            2164        2006                South
## 5998                      Y            3236        2000                 West
## 5999                      N            2927        2008              Midwest
## 6000                      N            1073        2007            Northeast
## 6001                      N             870        1997                South
## 6002                      N            2151        1997            Northeast
## 6003                      N            2795        2003              Midwest
## 6004                      N            3458        2008              Midwest
## 6005                      N            1563        1972            Northeast
## 6006                      N            1100        2006                South
## 6008                      N              50        2001                South
## 6009                      N            3082        1990              Midwest
## 6010                      N            3967        2006                 West
## 6011                      Y            3160        2005                 West
## 6012                      N            2793        1997                 West
## 6013                      N            4412        2006                 West
## 6014                      N            2357        2013                 West
## 6015                      N             778        2009                South
## 6016                      N             962        2013                South
## 6017                      N            1572        2003            Northeast
## 6018                      N            2530        2006                 West
## 6019                      N            5572        1983            Northeast
## 6020                      N             751        1971                South
## 6021                      N             299        1970            Northeast
## 6022                      N            2139        2005                South
## 6023                      N            5482        2002            Northeast
## 6024                      N            2374        2001                South
## 6026                      Y              61        1949                South
## 6027                      N             442        1981                South
## 6028                      Y            1900        2005            Northeast
## 6030                      Y             741        1988                South
## 6031                      N            1762        1987              Midwest
## 6032                      N            3810        1988                South
## 6033                      N             651        2008            Northeast
## 6034                      N             716        2005                 West
## 6036                      N            4406        1999                 West
## 6037                      N            3633        1978            Northeast
## 6038                      N            2260        2001                South
## 6039                      N             503        1998            Northeast
## 6040                      N            1976        2001                South
## 6041                      N            3235        1988            Northeast
## 6042                      N            1494        1998                 West
## 6043                      N            1176        2010            Northeast
## 6044                      N            4383        1978            Northeast
## 6045                      N            2387        1951            Northeast
## 6046                      N             321        2014               Island
## 6047                      N              32        1997                South
## 6049                      N            1236        2010                South
## 6050                      N            4048        2012                 West
## 6051                      Y             372        2006                South
## 6052                      Y            1127        2011                South
## 6053                      N             991        2012            Northeast
## 6056                      N            2157        1979              Midwest
## 6058                      Y            1263        2007                South
## 6059                      N            3077        1971                South
## 6061                      N            4057        1996                South
## 6062                      N            2056        2005                 West
## 6063                      N            2977        1994                South
## 6064                      N             667        1997                South
## 6066                      N            1080        1995                 West
## 6068                      N            4104        2007              Midwest
## 6069                      Y            2497        1968                 West
## 6070                      Y            3520        1957                 West
## 6071                      N            3414        2003            Northeast
## 6072                      N            2488        2001            Northeast
## 6073                      N            2796        1996            Northeast
## 6074                      N            4679        1998                 West
## 6075                      N            2123        1968            Northeast
## 6076                      N             232        2007                 West
## 6077                      N             279        2007                South
## 6079                      N             683        1976                South
## 6080                      N             142        2001            Northeast
## 6082                      N             266        2013                 West
## 6083                      N              34        1991                 West
## 6085                      N            1646        2007            Northeast
## 6086                      Y            3792        1989                South
## 6087                      N            1348        1985                South
## 6088                      N            3906        2010                 West
## 6089                      N            3708        1968                South
## 6090                      N            2108        1998              Midwest
## 6092                      N            2973        1995                South
## 6093                      N             562        1991                 West
## 6094                      N             163        1980                South
## 6095                      Y            4566        1963                South
## 6096                      Y             329        2006                South
## 6097                      N            5723        1991                 West
## 6098                      N             560        1969                South
## 6099                      N            3456        2007                South
## 6100                      N            1258        1970                 West
## 6101                      N            1797        1992            Northeast
## 6102                      N            5313        2009                South
## 6104                      Y            3918        2013                South
## 6106                      N            2558        1989                South
## 6107                      N            2298        2008            Northeast
## 6108                      N            3541        2011              Midwest
## 6109                      N            5432        1984            Northeast
## 6110                      Y             229        2010                South
## 6111                      N            2222        2006                South
## 6112                      N            1170        1997                 West
## 6114                      N            4205        2009                South
## 6115                      N            1268        2012            Northeast
## 6116                      N            3700        1998                 West
## 6117                      N            2849        1998              Midwest
## 6118                      N            1331        2004              Midwest
## 6119                      N            4687        1977                South
## 6121                      N            2858        1992                South
## 6122                      N             953        2007            Northeast
## 6123                      N             250        1998                South
## 6124                      N             429        2002            Northeast
## 6125                      N            2268        1995                South
## 6127                      N            3413        2007            Northeast
## 6128                      N            5120        2010            Northeast
## 6129                      N            3053        1974              Midwest
## 6131                      N            3907        1986                South
## 6132                      N            1470        1947            Northeast
## 6133                      N            4931        1949            Northeast
## 6134                      N            2604        1982                South
## 6135                      N            2800        1993              Midwest
## 6136                      N             880        1997            Northeast
## 6138                      N            3406        2010                South
## 6139                      N            2650        2001            Northeast
## 6140                      N            1829        2012                 West
## 6141                      N            2331        2013              Midwest
## 6142                      N            1439        1999                 West
## 6143                      N            3108        1985                South
## 6144                      N             654        1947              Midwest
## 6146                      N            2000        1934                South
## 6147                      Y            1455        1972            Northeast
## 6148                      N            3820        2003            Northeast
## 6151                      Y            1916        2004                 West
## 6152                      Y            2621        2013                South
## 6153                      N             375        2000              Midwest
## 6154                      N            1813        1995              Midwest
## 6155                      N            2295        1996                 West
## 6156                      N            2444        1971                 West
## 6157                      N            3583        2013                 West
## 6158                      N            1326        1987                 West
## 6161                      N            3805        2007            Northeast
## 6162                      N            3804        2002              Midwest
## 6164                      Y            2458        1997            Northeast
## 6165                      N            3551        2003                South
## 6166                      N            2017        2010                South
## 6167                      N             233        1936            Northeast
## 6168                      N            3484        1989              Midwest
## 6169                      N            2761        1988            Northeast
## 6170                      N            4574        2007                South
## 6171                      N            3475        1981            Northeast
## 6172                      N            1356        1975            Northeast
## 6173                      N            1015        2006                South
## 6178                      N             776        2006                 West
## 6179                      N             481        1987                South
## 6181                      N             784        1973            Northeast
## 6182                      N             309        2006                South
## 6184                      N            1647        2010                 West
## 6186                      Y            3782        1999            Northeast
## 6187                      N            2386        2008            Northeast
## 6188                      N            4433        1989                 West
## 6189                      N            3164        1994            Northeast
## 6190                      N            3193        2012                South
## 6191                      Y             365        1975                South
## 6192                      Y            3724        1977              Midwest
## 6193                      N            2345        2009                 West
## 6194                      N             138        1989            Northeast
## 6197                      N            1391        1959                 West
## 6198                      N             365        1988            Northeast
## 6199                      N            2336        2001                South
## 6200                      N            1370        2001                South
## 6202                      N            1615        1999                South
## 6205                      N            1361        2004                South
## 6207                      N            1025        2000            Northeast
## 6209                      N             482        2005            Northeast
## 6210                      N            2304        2007                South
## 6211                      N            1474        1996                 West
## 6212                      N             552        1985              Midwest
## 6213                      N            1596        2005                South
## 6214                      N            2079        1969              Midwest
## 6215                      Y            1860        2006              Midwest
## 6216                      N            3971        2007            Northeast
## 6218                      N            3279        1992              Midwest
## 6219                      N            3973        2004                South
## 6220                      N             525        1975            Northeast
## 6223                      N             488        1999              Midwest
## 6225                      N            4829        2005                South
## 6226                      N            1711        1994                South
## 6227                      N            2423        1996            Northeast
## 6228                      N             926        1997              Midwest
## 6229                      N             552        1995              Midwest
## 6232                      N            2444        2014                South
## 6233                      N            3101        2002              Midwest
## 6234                      N            1585        1993            Northeast
## 6235                      N            1894        1991            Northeast
## 6236                      N            1659        2008              Midwest
## 6238                      N            3527        1984                South
## 6239                      N            3490        1994                 West
## 6240                      N            2004        2014              Midwest
## 6241                      N             424        1996                South
## 6242                      N            2729        1990                South
## 6243                      N            2294        1984                South
## 6244                      N            2709        2013                 West
## 6245                      N            1008        1963                 West
## 6248                      Y              19        1977                South
## 6249                      N            2205        1977            Northeast
## 6251                      N             137        1985                South
## 6253                      N            1076        2009                 West
## 6254                      N            1318        1998              Midwest
## 6255                      N            2696        2002                 West
## 6256                      N            2893        1994                 West
## 6258                      Y            3462        1999                 West
## 6259                      N            1407        2011              Midwest
## 6261                      N            2655        1986            Northeast
## 6262                      N            1558        1977                 West
## 6263                      N            1391        2007              Midwest
## 6264                      N             461        1968                South
## 6266                      N            1212        2000                South
## 6268                      N            4517        2010                 West
## 6269                      Y            1444        2010                South
## 6271                      N            3159        2006              Midwest
## 6272                      Y            1281        2010            Northeast
## 6273                      N            2409        1999                South
## 6274                      N            4778        2002                South
## 6275                      N            2088        2012            Northeast
## 6276                      N             282        2014            Northeast
## 6277                      Y            1086        2009            Northeast
## 6278                      N            4478        1997            Northeast
## 6279                      N             224        2012                South
## 6280                      N            2093        2009                South
## 6281                      N             740        1993              Midwest
## 6283                      N            3445        2009            Northeast
## 6285                      N            3863        1997                South
## 6286                      N            1558        1973                South
## 6287                      N            1219        2003                 West
## 6289                      N            1207        1980                 West
## 6291                      N             775        1979                South
## 6292                      N             628        2004            Northeast
## 6293                      N            2530        2000                South
## 6294                      Y            1595        1979                South
## 6295                      N             993        2013                South
## 6296                      N             932        1981            Northeast
## 6297                      N            4970        2006                 West
## 6298                      N            4234        2007                 West
## 6299                      N            2271        2003                 West
## 6300                      N            1652        1982                South
## 6301                      N             884        1987              Midwest
## 6302                      N              60        1977                South
## 6304                      N            4064        2014              Midwest
## 6306                      Y             571        1946            Northeast
## 6307                      N            4481        1997                 West
## 6310                      N            2320        1988                South
## 6311                      Y            1371        1999                 West
## 6312                      N            5939        1999            Northeast
## 6313                      N            1463        1964                South
## 6314                      N             755        2004                 West
## 6315                      N            4228        2012            Northeast
## 6316                      Y            2197        2012                 West
## 6317                      N            5106        2001                South
## 6318                      N            3156        2005                 West
## 6320                      N            3115        2010                South
## 6321                      N            4370        2009              Midwest
## 6323                      N             698        2002               Island
## 6324                      N            1030        1987                South
## 6326                      N            4448        2008            Northeast
## 6327                      N            1429        1995                South
## 6328                      Y              88        1983                South
## 6330                      N            3933        2001            Northeast
## 6332                      N             992        1971              Midwest
## 6333                      N            1529        1988              Midwest
## 6335                      N            4375        2006                 West
## 6336                      N             206        1965                South
## 6338                      N            3493        2008            Northeast
## 6339                      N            2448        2009            Northeast
## 6340                      Y             379        2005                South
## 6341                      N             229        2005            Northeast
## 6342                      N            1869        1990                 West
## 6343                      N            2315        2010                 West
## 6344                      N            2588        2008            Northeast
## 6345                      N            2780        1999            Northeast
## 6347                      N             848        2006                South
## 6348                      N            2965        2011                 West
## 6349                      N            4264        2011              Midwest
## 6350                      N             951        2006                South
## 6351                      Y             241        2012                 West
## 6352                      Y            2407        2005                South
## 6354                      Y              95        2011                 West
## 6355                      N            1471        2006              Midwest
## 6356                      N             715        2011                South
## 6357                      Y              62        2010                South
## 6359                      N            3178        1999            Northeast
## 6360                      N             163        1998                 West
## 6361                      N            1282        2008                 West
## 6362                      N            1903        1976            Northeast
## 6364                      N             875        1995                 West
## 6365                      N             239        2004              Midwest
## 6366                      N            4107        2007                 West
## 6367                      N            2649        1963            Northeast
## 6370                      Y             946        1979                 West
## 6371                      N            2322        2011                 West
## 6374                      N            3095        1994            Northeast
## 6375                      N            1095        2010                 West
## 6376                      N            3379        2004            Northeast
## 6377                      N            3646        1998                South
## 6378                      N            1564        1957                 West
## 6379                      N            3469        1970                South
## 6380                      N              74        1976                 West
## 6381                      N            3903        1988                South
## 6382                      Y            2698        1998                 West
## 6383                      N            2717        1998                 West
## 6385                      N            4547        2011                South
## 6386                      Y             636        2011                South
## 6387                      N            4516        1995            Northeast
## 6388                      N            1104        1960                 West
## 6389                      N            3995        1968               Island
## 6390                      N            3995        2002            Northeast
## 6391                      N             134        1989                 West
## 6392                      N            1999        2009                South
## 6394                      N            1571        2001                South
## 6396                      N            3831        1976            Northeast
## 6397                      N            1794        1999            Northeast
## 6399                      N            3120        2001                 West
## 6403                      N            3448        2002            Northeast
## 6404                      N            2006        2004                South
## 6405                      N             352        1957              Midwest
## 6406                      N            1229        1994                 West
## 6407                      N            1636        1991                South
## 6408                      N            4135        2009            Northeast
## 6409                      N            2644        1990                South
## 6410                      N            2149        1992                 West
## 6411                      N            4242        1991                South
## 6412                      N            4872        1989                 West
## 6413                      N            1589        1972            Northeast
## 6414                      N            1127        2001              Midwest
## 6415                      N            4492        1994              Midwest
## 6418                      N            1221        2008                South
## 6419                      N            2175        1986                South
## 6422                      Y             686        1981            Northeast
## 6423                      N            1917        2008            Northeast
## 6424                      Y            1777        2000                South
## 6426                      N            1555        2014            Northeast
## 6427                      N            3083        2013                 West
## 6428                      N            1589        2014              Midwest
## 6429                      N             919        1998            Northeast
## 6430                      N             175        2008                South
## 6431                      N            3291        1998                South
## 6432                      N             281        1995                 West
## 6434                      Y            3611        2011                South
## 6435                      N            3241        2012                 West
## 6436                      N             902        2012            Northeast
## 6437                      N            4392        1991                 West
## 6438                      Y            5082        1977                South
## 6439                      N             815        2011                South
## 6440                      N              14        2013                South
## 6441                      N            3969        2004              Midwest
## 6442                      N            1317        2007              Midwest
## 6443                      N            2983        2003                 West
## 6444                      N            2726        1969                 West
## 6445                      N            4312        2006                 West
## 6448                      N            1189        1996               Island
## 6450                      Y            1522        1979            Northeast
## 6451                      N            2383        2011              Midwest
## 6452                      N            3635        1990                 West
## 6453                      N            1157        2000                South
## 6454                      N            1646        2001                South
## 6455                      Y            1697        1980            Northeast
## 6456                      N              49        1992                South
## 6457                      N            3368        1994            Northeast
## 6459                      N            5141        2002                South
## 6460                      Y            1596        2011                 West
## 6461                      N            1508        2001                South
## 6462                      N            1537        2005            Northeast
## 6463                      N            1040        1968            Northeast
## 6464                      N            2806        1975              Midwest
## 6465                      N            3461        2005                South
## 6466                      N            4805        1996                 West
## 6469                      N            1103        2007            Northeast
## 6470                      N            3645        1998                 West
## 6471                      N            2496        1991            Northeast
## 6472                      N            3453        1971              Midwest
## 6473                      N            2394        1960                South
## 6474                      N            2022        1999            Northeast
## 6475                      N            4251        2011            Northeast
## 6476                      Y            1602        1940            Northeast
## 6477                      N             294        1995                 West
## 6478                      Y            1957        1986            Northeast
## 6479                      N             727        1999                 West
## 6480                      N             987        2010              Midwest
## 6481                      N            6475        1998                 West
## 6482                      N            3715        1956                South
## 6483                      N            2559        2001               Island
## 6484                      N            4771        1999            Northeast
## 6485                      N            3481        1979                South
## 6486                      N            2418        1942              Midwest
## 6487                      N            5877        2004            Northeast
## 6488                      N            1885        1986            Northeast
## 6489                      N             248        1994            Northeast
## 6490                      N            2725        2008            Northeast
## 6491                      N            3044        2001                South
## 6494                      N            2871        2009                South
## 6495                      N            1257        1976            Northeast
## 6496                      N            2930        2003            Northeast
## 6497                      N            4333        1981              Midwest
## 6498                      N             128        2000                South
## 6499                      Y             910        2002                 West
## 6500                      N            3447        2005                South
## 6501                      N            4921        1987            Northeast
## 6502                      Y             198        1986                South
## 6503                      N            4072        2001                South
## 6505                      N             148        2008            Northeast
## 6506                      N            4013        1952            Northeast
## 6507                      N            2300        1997              Midwest
## 6508                      N            6661        2003            Northeast
## 6509                      Y            1364        2002                 West
## 6510                      N             968        2009                 West
## 6511                      N             922        1987              Midwest
## 6512                      N             239        2001            Northeast
## 6513                      N            1263        1994                 West
## 6514                      N            6107        1979                South
## 6516                      N            2666        2007                South
## 6517                      N            4347        1994            Northeast
## 6518                      N            6188        2006              Midwest
## 6520                      N            4314        2011            Northeast
## 6523                      N             225        2011                South
## 6524                      N            3671        1998                South
## 6525                      N            1074        1997            Northeast
## 6526                      N            4426        2006                South
## 6528                      N            1461        1997            Northeast
## 6529                      N            1250        1998            Northeast
## 6530                      N            2071        1991                South
## 6531                      N            4581        1998            Northeast
## 6532                      N            5534        2006            Northeast
## 6533                      Y            4554        2008                 West
## 6534                      N            2816        2001                South
## 6535                      N            1059        2011              Midwest
## 6536                      N            2559        2013                 West
## 6537                      Y            1233        2011                South
## 6538                      N             766        1977                South
## 6539                      Y            1221        1948                 West
## 6540                      N            3011        2003                South
## 6541                      N            5033        2004              Midwest
## 6544                      N            1274        2001              Midwest
## 6545                      N            1752        2004            Northeast
## 6546                      N             792        1974              Midwest
## 6547                      N              63        1976            Northeast
## 6548                      Y             538        2000            Northeast
## 6549                      N              23        2010                South
## 6550                      Y            2436        2014                South
## 6551                      N             872        2001              Midwest
## 6552                      N            1704        2009              Midwest
## 6553                      Y             346        1994                South
## 6554                      N            1048        1978                South
## 6556                      N            3008        1984            Northeast
## 6557                      N            4755        2007                 West
## 6558                      N             925        2013                South
## 6560                      N            1621        1975              Midwest
## 6562                      N            3030        1975                South
## 6563                      N            1383        2004              Midwest
## 6564                      N            4065        2002                South
## 6565                      N            2514        2013                 West
## 6566                      N             117        1996                 West
## 6568                      Y             600        1938              Midwest
## 6569                      N            1580        2004                 West
## 6570                      N             724        2001            Northeast
## 6571                      N            3642        2007                 West
## 6573                      N            3020        2005            Northeast
## 6574                      N            1258        2005                 West
## 6575                      N            2145        2006                 West
## 6576                      N            1265        1998                South
## 6577                      N            1238        2006                 West
## 6578                      N             325        2004            Northeast
## 6579                      N            2220        2012            Northeast
## 6580                      Y              43        1997                 West
## 6581                      Y             530        1997                 West
## 6582                      N            1425        2004                South
## 6583                      N            2501        2015                 West
## 6584                      N            4081        2009            Northeast
## 6585                      N            1361        2001            Northeast
## 6586                      N            5172        1999            Northeast
## 6588                      N            1534        1998                South
## 6589                      N            1377        1970                South
## 6590                      N             517        2005            Northeast
## 6591                      Y             780        1944            Northeast
## 6592                      N            2891        2009                South
## 6593                      N            5374        2000            Northeast
## 6594                      N            2869        1997              Midwest
## 6595                      N            3623        1984            Northeast
## 6596                      N            2675        1966            Northeast
## 6597                      N            4649        2004            Northeast
## 6598                      Y            1458        2000            Northeast
## 6599                      N             185        1979                South
## 6600                      N            2385        1982            Northeast
## 6601                      N             443        2000                South
## 6602                      N            3672        1946            Northeast
## 6603                      N            3788        1984                 West
## 6604                      N            4417        1998                South
## 6605                      N             183        1993                South
## 6606                      N             156        1992                South
## 6607                      N            2312        2001              Midwest
## 6608                      N             491        1998                 West
## 6609                      N            2265        1998                 West
## 6610                      N            3945        1994            Northeast
## 6612                      Y             749        1985              Midwest
## 6613                      Y            3704        1950              Midwest
## 6614                      N            1731        2014            Northeast
## 6615                      N            1304        1990                 West
## 6617                      Y            3884        2009              Midwest
## 6618                      N            4686        1946                South
## 6619                      N             862        1995            Northeast
## 6620                      Y            4434        2007              Midwest
## 6621                      N            5226        2012            Northeast
## 6622                      N            2131        1984              Midwest
## 6623                      N            2306        2007                 West
## 6625                      N            2547        1999            Northeast
## 6627                      N            1340        1997                South
## 6628                      N            1618        1989                South
## 6629                      N            2514        1979            Northeast
## 6630                      N             683        2010                 West
## 6631                      N             845        1947                South
## 6632                      N            4706        2002                 West
## 6633                      N            5100        1977               Island
## 6636                      N            2069        2001              Midwest
## 6638                      N            3283        1999                South
## 6640                      N            2738        1994            Northeast
## 6641                      N            1418        1998            Northeast
## 6642                      N            1434        1979            Northeast
## 6643                      N            3157        2008                 West
## 6644                      N            4236        2013                South
## 6645                      N             421        1996              Midwest
## 6646                      Y             501        1993            Northeast
## 6647                      N            2205        2006              Midwest
## 6649                      N            3778        1969                South
## 6650                      N            4696        1979                South
## 6651                      N            1307        2007                South
## 6652                      Y            2704        2005                South
## 6653                      N            2624        2013            Northeast
## 6654                      N             125        1998              Midwest
## 6655                      N            5400        2000            Northeast
## 6656                      N            3911        1995                 West
## 6657                      N             466        1998                South
## 6658                      Y            6122        1947                 West
## 6659                      N             940        2005              Midwest
## 6660                      N            1915        2009            Northeast
## 6661                      N            5398        2004                South
## 6662                      N            4818        1984            Northeast
## 6663                      Y            3275        2006                 West
## 6664                      N            4365        1998               Island
## 6665                      N            4196        1934                 West
## 6666                      N             107        1994              Midwest
## 6667                      N            4089        2009                 West
## 6668                      N            2692        1992                South
## 6669                      N            3929        2005                 West
## 6670                      Y            4994        1998              Midwest
## 6671                      N            4020        1993                 West
## 6673                      N            2026        2013              Midwest
## 6674                      Y            4558        2005                South
## 6675                      N            1458        1996                South
## 6676                      N            1198        1977                South
## 6677                      N            4494        1998                 West
## 6679                      N             921        2003              Midwest
## 6680                      N            3806        1996            Northeast
## 6681                      N             342        1998            Northeast
## 6682                      N            2094        1996              Midwest
## 6683                      N            3348        1999              Midwest
## 6684                      N            4334        1997            Northeast
## 6685                      Y            4329        1999            Northeast
## 6686                      N            4119        1946            Northeast
## 6687                      N            4634        1996              Midwest
## 6688                      N             796        2005                 West
## 6689                      N            1730        2010                 West
## 6690                      N            1420        2008                 West
## 6692                      N            2076        2007              Midwest
## 6693                      N             710        1994            Northeast
## 6695                      N            1039        1998                 West
## 6696                      N            4996        1978                South
## 6698                      N             104        2011              Midwest
## 6699                      N            3272        2012                 West
## 6700                      Y            1548        1948                South
## 6701                      N            4827        1985                 West
## 6702                      N              21        2006              Midwest
## 6703                      N            1588        1950                South
## 6704                      N            2453        1985            Northeast
## 6705                      N            2391        2001              Midwest
## 6706                      N            5401        2002            Northeast
## 6707                      N            4378        1992                 West
## 6708                      N             639        2003            Northeast
## 6709                      N            4687        1997            Northeast
## 6710                      N            3352        1979                South
## 6711                      Y            1297        2005                South
## 6712                      N            2065        1994                South
## 6714                      Y             712        2003                South
## 6715                      N             518        2002              Midwest
## 6716                      N            5531        2004            Northeast
## 6717                      N            2607        1971                 West
## 6718                      N             328        2005                South
## 6719                      N              32        1968                South
## 6722                      N            1968        2009              Midwest
## 6724                      N             953        1999                 West
## 6725                      N            1636        2003            Northeast
## 6726                      N            3392        2005                South
## 6727                      Y             287        2005                South
## 6730                      N            2867        2003              Midwest
## 6731                      N            1491        1990                 West
## 6732                      N            5210        1972              Midwest
## 6733                      N             789        1993            Northeast
## 6734                      N             381        1994              Midwest
## 6735                      N            1463        2010                South
## 6736                      N             831        1977              Midwest
## 6738                      N            2639        1974                 West
## 6739                      N            1160        1980                 West
## 6741                      N            2341        2011                 West
## 6742                      Y             441        1999              Midwest
## 6743                      N            1691        2008                 West
## 6744                      N            2014        2002                South
## 6745                      N             701        1973            Northeast
## 6746                      Y            3304        2006                 West
## 6747                      N            3135        1977              Midwest
## 6748                      Y            1488        1994                 West
## 6749                      N             422        1987                South
## 6752                      N             522        2004            Northeast
## 6753                      N            1552        1998                 West
## 6754                      N            1602        1979                South
## 6755                      Y            1664        2004                South
## 6756                      N            2033        2001            Northeast
## 6757                      N              32        2007              Midwest
## 6758                      N             341        1987              Midwest
## 6759                      N              61        2005              Midwest
## 6761                      N            2650        2000                South
## 6765                      N            1687        2000              Midwest
## 6766                      N            1972        1949                 West
## 6768                      N            2778        2002            Northeast
## 6769                      N            2131        2013              Midwest
## 6770                      N            1034        1999                South
## 6771                      N            2675        1977            Northeast
## 6773                      N             476        1990                 West
## 6774                      N             194        2009                 West
## 6776                      N             828        1998                South
## 6778                      N            2169        2001            Northeast
## 6779                      N             746        2011                South
## 6780                      N            1037        2005              Midwest
## 6781                      Y            1914        2008                 West
## 6783                      N            3087        2000                South
## 6784                      N            1377        1984            Northeast
## 6787                      N             724        2011              Midwest
## 6788                      N            1630        1980              Midwest
## 6789                      N            2000        1984                 West
## 6790                      N            1142        2013              Midwest
## 6791                      Y             220        1998            Northeast
## 6792                      Y            2036        1997                 West
## 6794                      N            2921        1979              Midwest
## 6795                      N             454        2003                 West
## 6796                      N            4271        2006            Northeast
## 6797                      N            2046        1980                South
## 6798                      N             724        1998            Northeast
## 6799                      N            2009        1969            Northeast
## 6801                      Y            2443        1999                 West
## 6802                      Y              20        1961              Midwest
## 6803                      N            2111        1988                 West
## 6804                      N            3030        1972            Northeast
## 6805                      N            4629        1934                South
## 6806                      N            4876        2006                 West
## 6807                      N            1128        2007            Northeast
## 6808                      N            2936        2006              Midwest
## 6809                      N             827        2009                 West
## 6810                      Y            3665        1991                South
## 6812                      N            3670        2004                South
## 6813                      N            2627        1978              Midwest
## 6816                      Y            1441        1971                South
## 6817                      Y             772        1995              Midwest
## 6818                      N            3312        1972            Northeast
## 6819                      N            1655        1979              Midwest
## 6820                      N            2277        1956                South
## 6821                      Y            2102        2010            Northeast
## 6822                      N            2452        1984                 West
## 6823                      N            4059        1991                 West
## 6824                      N            2273        1987                South
## 6825                      N            1715        2005                 West
## 6826                      N             404        1985            Northeast
## 6827                      N             514        1978                 West
## 6830                      N            2576        2011                 West
## 6831                      N             781        2012                 West
## 6832                      N            2767        2008                South
## 6834                      N            1706        1977                 West
## 6835                      Y            2639        1987                 West
## 6836                      N            3231        2004                 West
## 6837                      N             754        1990                South
## 6838                      N            4504        1997            Northeast
## 6839                      N            3384        2001                South
## 6840                      N             361        2000            Northeast
## 6841                      N            4261        1985              Midwest
## 6842                      Y            1770        2012                 West
## 6844                      N            2953        1987                 West
## 6845                      N             461        1997                South
## 6846                      N            1983        1968                South
## 6847                      N            1224        1965            Northeast
## 6848                      N            1458        2005                 West
## 6849                      N            1948        1934            Northeast
## 6850                      N            1216        1997            Northeast
## 6852                      N            2599        2003            Northeast
## 6853                      N            3539        1984                South
## 6854                      N            1527        2013                South
## 6855                      N            2357        1994               Island
## 6856                      N            1135        2008            Northeast
## 6858                      N            4065        1988            Northeast
## 6860                      N            1932        2008                South
## 6861                      N            1773        2005                South
## 6863                      N            4719        1995                 West
## 6864                      N            2902        2013              Midwest
## 6865                      N            1738        2007              Midwest
## 6866                      N            2674        1988              Midwest
## 6867                      Y            4376        2000                South
## 6869                      N             833        1950              Midwest
## 6870                      N             606        1947            Northeast
## 6872                      Y            2670        1982            Northeast
## 6876                      Y            1447        1967                 West
## 6877                      N            1428        1997            Northeast
## 6879                      N             153        2000                South
## 6880                      N            3291        2001                South
## 6882                      N             465        1985                 West
## 6883                      N            2534        1976                 West
## 6884                      N            4839        1986                 West
## 6886                      N            2510        1988                South
## 6887                      N            2614        2006            Northeast
## 6889                      N            4963        1998                South
## 6890                      N            3243        1962                South
## 6892                      N             578        2003                South
## 6893                      N            6798        2013                South
## 6894                      N            2390        2013                 West
## 6895                      N             505        2001            Northeast
## 6896                      N             427        2010                South
## 6897                      N             951        1992                South
## 6899                      Y            3692        1977                 West
## 6900                      Y            5050        1998                 West
## 6901                      N            1910        2004            Northeast
## 6902                      N            1047        2000                 West
## 6904                      N            1691        2010              Midwest
## 6905                      N            2229        1979            Northeast
## 6906                      N             948        2006            Northeast
## 6907                      Y            2052        1996              Midwest
## 6908                      N            2743        1954                South
## 6911                      N            3000        1989                 West
## 6912                      N            2617        1984            Northeast
## 6913                      N            2250        1981                South
## 6914                      N            2402        1963              Midwest
## 6915                      N            2213        2001                 West
## 6916                      N            4896        1997                 West
## 6917                      N            1036        1967            Northeast
## 6918                      N            1631        2003            Northeast
## 6919                      N            3807        1985                 West
## 6920                      N            2138        2004                 West
## 6922                      N             724        2010                South
## 6923                      N            3517        1995               Island
## 6925                      Y            2532        2007                 West
## 6926                      Y            1330        2013              Midwest
## 6927                      N            1664        1983              Midwest
## 6928                      Y            2701        2010            Northeast
## 6929                      N            1674        1998                 West
## 6930                      N            3580        1994                 West
## 6931                      N            3146        2011            Northeast
## 6932                      N            2631        2006            Northeast
## 6935                      N            2790        2011            Northeast
## 6936                      N            3579        2006            Northeast
## 6937                      N            1494        2010                 West
## 6938                      N            2106        2004              Midwest
## 6939                      N            4313        2004                 West
## 6940                      N             405        2007            Northeast
## 6941                      N            3445        2011               Island
## 6942                      N            1666        2007                South
## 6943                      N            2079        2009            Northeast
## 6945                      N            2407        1971              Midwest
## 6948                      N            3435        1934                 West
## 6949                      N            1498        2006                 West
## 6950                      N            3177        1999                South
## 6951                      Y            1534        1996                South
## 6952                      N            1055        2004              Midwest
## 6953                      N            1836        1995            Northeast
## 6954                      N            2703        1984            Northeast
## 6956                      N            5211        2010                South
## 6957                      Y            1038        2003            Northeast
## 6958                      Y             622        1989              Midwest
## 6960                      Y             822        2007                South
## 6961                      N            3224        1991                 West
## 6963                      N             564        1994                 West
## 6964                      N            1773        2006                 West
## 6965                      N             951        1997            Northeast
## 6966                      N             576        2009              Midwest
## 6967                      Y            1827        1993                South
## 6968                      N            5605        1998            Northeast
## 6970                      N             358        1958                South
## 6971                      N            3573        1995            Northeast
## 6972                      Y            1178        2007                 West
## 6973                      N            2492        2006                 West
## 6974                      N            4213        1984                 West
## 6975                      N            2319        2010                 West
## 6977                      N            3437        2007                 West
## 6979                      N            1801        2006                South
## 6981                      N            5450        2008            Northeast
## 6982                      N            1471        1956              Midwest
## 6983                      Y            2498        2003            Northeast
## 6984                      N            2455        2001            Northeast
## 6985                      N             457        2006            Northeast
## 6986                      N             496        2000                 West
## 6991                      N            1498        2000                 West
## 6992                      N            1336        1966              Midwest
## 6993                      N            3347        2007            Northeast
## 6994                      N             649        2006            Northeast
## 6996                      Y             315        2011            Northeast
## 6997                      N            1560        1994                 West
## 6999                      N            3651        2008              Midwest
## 7000                      N            1198        2005                South
## 7001                      N             109        1969                South
## 7002                      N            1814        1967                South
## 7003                      N            4207        2000                 West
## 7004                      N            4279        2009              Midwest
## 7005                      Y            1257        2005              Midwest
## 7006                      Y            3253        1996                South
## 7008                      Y            3082        1985            Northeast
## 7009                      N            2390        2011                South
## 7010                      N            4428        2010                 West
## 7012                      N            3884        2007            Northeast
## 7015                      N            1364        2007            Northeast
## 7017                      N            6440        1997              Midwest
## 7018                      N            2864        2003            Northeast
## 7019                      N            3887        1994                 West
## 7020                      N             582        1973                South
## 7023                      N            2430        1997                 West
## 7024                      N            3140        1988            Northeast
## 7025                      N             656        1978            Northeast
## 7026                      Y             722        2010                 West
## 7027                      Y            1100        1994                South
## 7028                      N            3533        2007              Midwest
## 7029                      N            1716        2014            Northeast
## 7030                      N            3084        1981                 West
## 7031                      N              96        1996            Northeast
## 7032                      N            1276        2006            Northeast
## 7033                      N             166        2007              Midwest
## 7034                      N            1839        1997            Northeast
## 7035                      N            3787        2013                South
## 7036                      N             946        2001                 West
## 7037                      N            2807        1985                 West
## 7038                      N            1962        2010            Northeast
## 7039                      N            2211        1998            Northeast
## 7040                      N            2731        1993                 West
## 7041                      N            2461        1998            Northeast
## 7042                      N            1187        1993            Northeast
## 7043                      N            2081        1982            Northeast
## 7044                      Y            1590        1975                 West
## 7045                      N            2648        1991            Northeast
## 7046                      Y            2700        2001                South
## 7047                      N            2832        1947                South
## 7048                      N            3446        1999            Northeast
## 7049                      N            4207        2000                 West
## 7050                      N            2466        1993                 West
## 7052                      N             422        2011                South
## 7054                      N            3578        1986            Northeast
## 7055                      N            1756        1978               Island
## 7057                      N             459        1998               Island
## 7058                      N            2813        1983            Northeast
## 7059                      N             515        1962                 West
## 7060                      Y            1715        1939                 West
## 7061                      N            2921        1981                South
## 7062                      N            3257        1987                South
## 7063                      N             272        2008            Northeast
## 7064                      N            3325        1934              Midwest
## 7065                      Y            1116        1997                South
## 7066                      N            2219        2000              Midwest
## 7067                      N             412        1981                South
## 7068                      N            1133        2005              Midwest
## 7069                      Y             182        2000                 West
## 7070                      N            1041        1940              Midwest
## 7071                      N            3645        2014                South
## 7072                      N            2131        2003                 West
## 7073                      Y             519        2001                South
## 7074                      N            1238        2013            Northeast
## 7075                      N            3335        2005                South
## 7077                      N             379        2007                South
## 7078                      N            2013        2005                 West
## 7079                      N             855        1934                South
## 7081                      N             131        2005            Northeast
## 7082                      N            1024        2007                 West
## 7083                      N             586        2000              Midwest
## 7084                      N            4614        2013                South
## 7085                      N            3064        2006            Northeast
## 7086                      N              60        1998               Island
## 7088                      N            3157        1984              Midwest
## 7089                      N            2216        1993            Northeast
## 7091                      N             928        2008              Midwest
## 7092                      Y            2156        2014                South
## 7093                      N             914        1986                 West
## 7094                      N            4516        1998                 West
## 7096                      N             171        2005                 West
## 7097                      N             515        2001                 West
## 7099                      N             135        1994                 West
## 7100                      N            1783        1991            Northeast
## 7101                      Y             636        2011                South
## 7102                      N             376        2007              Midwest
## 7103                      N            2711        2006                South
## 7104                      N            4761        1986            Northeast
## 7105                      N             639        1934               Island
## 7107                      N            1049        2008                 West
## 7108                      N            3089        1979            Northeast
## 7109                      N            2434        2007            Northeast
## 7110                      N             647        1953                 West
## 7111                      N             814        2004            Northeast
## 7112                      N             905        2011              Midwest
## 7115                      N            1684        2013                 West
## 7118                      N            4862        1949            Northeast
## 7119                      N            1614        2007                 West
## 7120                      N            2030        2010                 West
## 7121                      N             303        1981            Northeast
## 7122                      N             857        2013                South
## 7123                      N            4440        1954                South
## 7124                      N            2348        2012              Midwest
## 7125                      N            4061        1994            Northeast
## 7126                      N             795        1998                 West
## 7128                      N            1349        2013                South
## 7129                      N             625        1949                South
## 7130                      N            3460        1960                 West
## 7131                      N            4132        2005                South
## 7132                      N            4200        1976                 West
## 7133                      N             324        1998                South
## 7135                      Y            5215        2011                 West
## 7136                      N            4478        2005              Midwest
## 7137                      Y            1459        1949            Northeast
## 7139                      N             377        1986                South
## 7140                      N             299        2015                 West
## 7141                      Y            1784        1995            Northeast
## 7143                      Y            3586        1997                 West
## 7144                      N            1200        1992            Northeast
## 7145                      N             657        1980                South
## 7146                      Y            3531        1998                 West
## 7148                      N             958        2006                 West
## 7149                      N            2151        2012            Northeast
## 7152                      Y            1255        2007              Midwest
## 7153                      N             254        1977                 West
## 7154                      N            1458        1960                South
## 7155                      N            2541        2008            Northeast
## 7157                      N             695        1997                 West
## 7158                      N            3218        2006            Northeast
## 7160                      N            2839        1998                 West
## 7161                      Y             818        1998                 West
## 7162                      N             130        2011                 West
## 7163                      N             673        2005                South
## 7164                      N            1909        2004                South
## 7165                      N             647        1953              Midwest
## 7166                      N            4322        2005                 West
## 7167                      N            5253        1985                 West
## 7168                      N            1676        2001                South
## 7170                      N            1758        2004            Northeast
## 7171                      Y             986        2007                South
## 7172                      N            3511        2010            Northeast
## 7173                      Y            2324        1937               Island
## 7174                      N            4192        1946                 West
## 7175                      N            3662        2007              Midwest
## 7176                      N            1737        1997            Northeast
## 7177                      N            1264        1952                South
## 7178                      N            3614        1947                 West
## 7179                      N            1520        1987                 West
## 7180                      N            5312        1968                South
## 7182                      N             984        2003            Northeast
## 7183                      N            2813        2003                 West
## 7184                      Y            6159        1988              Midwest
## 7187                      N            3086        1986            Northeast
## 7188                      N            4148        2010              Midwest
## 7189                      N            2754        1998                South
## 7190                      N            6631        1993                 West
## 7191                      Y            3074        2013                South
## 7192                      N            1439        1979                South
## 7193                      N            1955        2013                 West
## 7194                      N            2327        1999              Midwest
## 7195                      N            4617        2005                 West
## 7196                      N              80        2004            Northeast
## 7197                      N            2253        1988                 West
## 7198                      N            1522        1999              Midwest
## 7200                      Y             155        1982                 West
## 7201                      N            4455        2011              Midwest
## 7202                      N            3425        1999              Midwest
## 7203                      N            1670        2008            Northeast
## 7204                      N            2226        1995                 West
## 7205                      N            5129        2001            Northeast
## 7206                      N             875        2000                 West
## 7208                      N            3104        2004              Midwest
## 7209                      N            4120        1991            Northeast
## 7210                      N             368        1995                 West
## 7211                      N            2841        1999                South
## 7212                      N            1032        2006            Northeast
## 7214                      N            4515        1970                 West
## 7215                      N            2201        1996                South
## 7216                      N            2835        1997                South
## 7217                      N            3268        2002                 West
## 7218                      N             777        1998              Midwest
## 7219                      N            2362        1999              Midwest
## 7220                      N            3830        2003            Northeast
## 7221                      N            1617        1994              Midwest
## 7223                      N             820        1989                South
## 7224                      N            1848        1946                South
## 7225                      N              25        1998              Midwest
## 7226                      N            2832        2013                 West
## 7230                      N            1461        1988                 West
## 7231                      N             795        1949            Northeast
## 7232                      N             269        2003              Midwest
## 7233                      N            5015        2005                 West
## 7234                      N            1729        2009              Midwest
## 7236                      N            1227        2010                 West
## 7237                      N            1935        1995                 West
## 7238                      Y             617        2013                 West
## 7239                      N             261        2008            Northeast
## 7240                      N             161        2006              Midwest
## 7242                      N            3455        2012              Midwest
## 7243                      N             636        2007                 West
## 7244                      N            4943        1976                South
## 7245                      N            3793        1970                 West
## 7246                      Y            1751        1999              Midwest
## 7247                      N            2961        1985                 West
## 7249                      N            4851        1980                South
## 7250                      N            1152        1999              Midwest
## 7251                      N            2555        1999            Northeast
## 7253                      N            2069        2011                South
## 7254                      N            1650        2007                 West
## 7255                      N             167        2006              Midwest
## 7257                      N             664        2012            Northeast
## 7258                      N            2425        2010            Northeast
## 7259                      N            3750        1996            Northeast
## 7261                      N             435        1989                South
## 7262                      N            1454        2011            Northeast
## 7263                      N            1168        2001                 West
## 7264                      N            5902        2001                South
## 7265                      N            1289        1941            Northeast
## 7266                      N            3119        2009              Midwest
## 7267                      N            2176        2006                South
## 7268                      N            4548        2011              Midwest
## 7269                      N            1702        2000              Midwest
## 7270                      N            1066        2001            Northeast
## 7273                      Y            2224        1978                 West
## 7275                      N             721        2007            Northeast
## 7278                      N             897        2002              Midwest
## 7279                      N             275        2008              Midwest
## 7280                      N             215        2013                 West
## 7281                      N            1232        2006              Midwest
## 7282                      N              14        2000              Midwest
## 7283                      N            2807        1952              Midwest
## 7284                      N            3494        1993            Northeast
## 7286                      N            5446        2006                South
## 7287                      N            1272        2010                 West
## 7288                      N             348        2009                 West
## 7289                      N            3819        2004            Northeast
## 7292                      N            3952        2000                 West
## 7293                      N            2636        1963            Northeast
## 7294                      N            1647        2007                 West
## 7295                      N            4485        1995                South
## 7296                      Y            1829        1962                South
## 7298                      N            4954        1990                South
## 7300                      N            3692        2007                 West
## 7302                      N            1217        1998                South
## 7303                      N            6138        2010            Northeast
## 7304                      N            2020        1994                 West
## 7305                      N            2789        1999                 West
## 7306                      N            2176        1989                South
## 7307                      N            5626        2013              Midwest
## 7309                      N             260        1981              Midwest
## 7310                      N            4271        2007                 West
## 7311                      N             554        1999            Northeast
## 7312                      Y            3066        2001                South
## 7315                      N             387        2009                 West
## 7316                      N            3029        2008              Midwest
## 7317                      N             115        1977                South
## 7318                      N             877        2015               Island
## 7319                      Y              26        2006                South
## 7320                      N            1965        1996              Midwest
## 7323                      N            2103        2013              Midwest
## 7324                      N            1328        1946                South
## 7325                      N            3572        1989              Midwest
## 7327                      N            2312        2001            Northeast
## 7328                      N            1343        2000                 West
## 7329                      N             658        1985              Midwest
## 7330                      N             288        2000              Midwest
## 7331                      N            2052        2007                South
## 7332                      N            1922        1998              Midwest
## 7333                      N            2321        2009                 West
## 7334                      N            3396        1987              Midwest
## 7335                      N            2716        1998                South
## 7336                      N            2602        2001                South
## 7337                      N            1658        1977                 West
## 7338                      N            2470        2012              Midwest
## 7339                      N             361        2005            Northeast
## 7340                      N             700        2006            Northeast
## 7341                      N            2701        1980              Midwest
## 7342                      N            3564        2002                 West
## 7344                      N            3456        1992            Northeast
## 7345                      N            4688        1965            Northeast
## 7347                      N            2869        1999                South
## 7349                      N            4895        1997                South
## 7350                      N              71        1993            Northeast
## 7351                      N             373        1997                South
## 7352                      Y            1917        1989                South
## 7353                      N            1414        2000              Midwest
## 7354                      N            1841        2001                 West
## 7355                      N            1258        1985                 West
## 7356                      N            5467        2003                 West
## 7357                      N            3519        1952                South
## 7358                      N              28        1998            Northeast
## 7360                      N             736        1984                 West
## 7361                      N            2256        1998                 West
## 7362                      N             846        1942              Midwest
## 7363                      Y            3992        2003              Midwest
## 7364                      N             836        2005                 West
## 7365                      N            1106        2008              Midwest
## 7366                      Y            1833        2005                 West
## 7367                      N            1556        1998            Northeast
## 7369                      N             479        2004                 West
## 7370                      N            3047        1998                South
## 7373                      N             727        2007            Northeast
## 7374                      N            2673        2005              Midwest
## 7376                      N            4691        1939            Northeast
## 7377                      N             553        2013            Northeast
## 7378                      N            5905        1982                South
## 7379                      N            1214        1987                South
## 7381                      N            1739        2006              Midwest
## 7382                      Y            4255        2010                 West
## 7383                      N            3157        1962                 West
## 7384                      N             761        1968            Northeast
## 7385                      N            3293        1998                 West
## 7386                      N            1660        1995                South
## 7387                      N            3847        1995            Northeast
## 7388                      N             601        1993                South
## 7389                      N            4094        2002              Midwest
## 7390                      N            2941        1990                 West
## 7393                      Y            1821        1974              Midwest
## 7394                      N             718        2011                South
## 7395                      N            2204        2012            Northeast
## 7396                      N            2722        2000              Midwest
## 7397                      N            2157        2013                South
## 7398                      N            1748        1998            Northeast
## 7399                      N             469        1993                South
## 7401                      Y            1043        1939            Northeast
## 7402                      N            2811        1977              Midwest
## 7403                      N            1732        1999            Northeast
## 7404                      N             986        2004                 West
## 7405                      N            5248        1998                 West
## 7406                      N            3917        1960                 West
## 7407                      N             306        1991            Northeast
## 7408                      N            5629        2004            Northeast
## 7409                      N            2741        1997                South
## 7410                      N            1837        1993                South
## 7411                      N             991        1965                 West
## 7412                      N              27        1991                 West
## 7413                      N            5942        1994            Northeast
## 7414                      N            2565        1982                South
## 7415                      N            1835        2009                 West
## 7416                      N            3068        1990                South
## 7417                      N            1398        1993                South
## 7418                      N            4325        1997                South
## 7419                      N            1060        1987               Island
## 7420                      N            2752        2003            Northeast
## 7421                      N            6551        1995                South
## 7422                      N            2579        1998                South
## 7423                      N            3147        1984              Midwest
## 7424                      N            1129        1999                 West
## 7426                      Y             577        2005                South
## 7427                      N            4553        2012                South
## 7429                      N            6060        2010                 West
## 7432                      N            2431        1999            Northeast
## 7434                      N            3296        2003            Northeast
## 7435                      N            5628        2012                 West
## 7436                      Y            1486        2004                 West
## 7437                      N            1681        1990                 West
## 7438                      N            2606        1950                 West
## 7439                      N            2234        2008                 West
## 7440                      N             750        1978                South
## 7441                      N            3681        2005                South
## 7443                      N             642        1991            Northeast
## 7445                      N            3961        2009                South
## 7446                      N             578        2008                 West
## 7449                      N             171        1985                South
## 7451                      N            1617        1999                South
## 7452                      N            4796        2011            Northeast
## 7453                      N            3917        1998              Midwest
## 7454                      N            3434        1998                 West
## 7456                      N            4618        1991                 West
## 7457                      N            2436        2009                 West
## 7458                      N             646        2002                South
## 7461                      N             603        1997              Midwest
## 7462                      N            2723        1999            Northeast
## 7463                      N             993        2003            Northeast
## 7464                      N             885        1999                South
## 7465                      N             538        2000                South
## 7466                      N             266        1998            Northeast
## 7468                      N            3565        1985                 West
## 7471                      N            2610        2005            Northeast
## 7474                      N            2222        1994                 West
## 7476                      N              74        1951            Northeast
## 7477                      N            4033        2010                South
## 7478                      N            4079        2008            Northeast
## 7479                      N            3466        1988                South
## 7480                      N             137        1968            Northeast
## 7482                      N            1221        1980                South
## 7484                      N            6229        1986            Northeast
## 7486                      N            3451        2011              Midwest
## 7487                      N            2599        1998                South
## 7488                      Y            2398        1946                South
## 7489                      N            4987        1999            Northeast
## 7491                      N            2493        2013              Midwest
## 7493                      N             172        2007              Midwest
## 7494                      N            1612        1991                South
## 7495                      N            1342        1991                South
## 7499                      N            5147        2000               Island
## 7500                      N            1500        2004                South
## 7501                      N             517        1975              Midwest
## 7504                      N             465        1971                 West
## 7505                      Y            3655        1999                 West
## 7506                      N             292        2009            Northeast
## 7507                      N            3588        1988                South
## 7508                      N            2417        1986                 West
## 7509                      N            1783        1990                 West
## 7510                      N            5656        1981                South
## 7512                      N             437        1998                 West
## 7513                      N            1398        2007            Northeast
## 7514                      Y            4500        2005                South
## 7516                      N            1912        2002              Midwest
## 7517                      N            2728        1998              Midwest
## 7518                      N            1173        2013                 West
## 7519                      N             808        1939              Midwest
## 7520                      Y            1908        1960                South
## 7521                      N             372        2014                 West
## 7522                      N             660        1975              Midwest
## 7523                      N            1561        2011              Midwest
## 7524                      N            1373        2013                South
## 7525                      N             157        2001                 West
## 7526                      Y            2758        2000                 West
## 7527                      Y            2098        1969                South
## 7528                      N            1973        2004              Midwest
## 7529                      N            2278        1995            Northeast
## 7532                      Y             927        1974            Northeast
## 7533                      Y            1362        2000                South
## 7534                      Y            1805        1998                 West
## 7535                      N            3543        1994                 West
## 7536                      N            1136        1984                 West
## 7537                      N             126        2011              Midwest
## 7538                      N            3266        1935                South
## 7539                      N            1225        1998            Northeast
## 7540                      N            4644        1961            Northeast
## 7541                      N            1439        1996                 West
## 7542                      N            1835        2009                South
## 7543                      N            1806        2007            Northeast
## 7544                      N            2090        1998                South
## 7545                      N            3846        1992              Midwest
## 7546                      N            5289        1981              Midwest
## 7547                      N            2756        2008            Northeast
## 7548                      N             976        2007                 West
## 7550                      Y            4490        1970                South
## 7551                      N            3784        2000                South
## 7552                      N            1238        1977                 West
## 7553                      N             217        1994                 West
## 7555                      N             126        1982                South
## 7557                      N            1437        1968                South
## 7558                      N             284        2014              Midwest
## 7560                      N            1642        1986              Midwest
## 7561                      Y            3865        1993                South
## 7562                      Y            2684        1990            Northeast
## 7563                      N            4120        1997                 West
## 7564                      N             529        1975            Northeast
## 7565                      N             959        2005            Northeast
## 7566                      N            2161        2013            Northeast
## 7567                      N            2452        1947            Northeast
## 7568                      N            3762        2010              Midwest
## 7569                      N            1502        2005                 West
## 7571                      N             417        2000              Midwest
## 7572                      N            1132        1987            Northeast
## 7573                      Y             549        2006                 West
## 7574                      N              46        2005                South
## 7576                      N             546        2009              Midwest
## 7578                      N            3205        2007            Northeast
## 7579                      N            3908        1987              Midwest
## 7580                      Y            3117        2007              Midwest
## 7582                      N            1883        1979                South
## 7586                      N            1283        1987            Northeast
## 7587                      N             969        2010              Midwest
## 7590                      N            1777        2012            Northeast
## 7591                      N            1715        2010              Midwest
## 7592                      Y            1420        2012            Northeast
## 7593                      N            7046        2001                South
## 7594                      N            1090        2014            Northeast
## 7595                      N            4024        2014                South
## 7596                      N             837        2002                 West
## 7597                      N            2140        1959                 West
## 7598                      N            2582        2007                 West
## 7599                      N            1069        2006            Northeast
## 7600                      N            1596        1994                 West
## 7601                      N            3879        2013                South
## 7602                      N            4057        2001                 West
## 7604                      N            3639        2002            Northeast
## 7605                      Y            3290        2006                 West
## 7606                      N            1484        2003                 West
## 7607                      N            1097        2006              Midwest
## 7608                      Y            4151        1989                 West
## 7610                      N            3368        1947                 West
## 7612                      N            1223        1992                 West
## 7613                      N            1450        1997                South
## 7614                      N            2459        1995            Northeast
## 7615                      N            1761        1997                 West
## 7617                      N             966        2010                South
## 7618                      N            1628        1987              Midwest
## 7619                      N            2575        1977                South
## 7620                      N            6259        1994                 West
## 7621                      N            1834        1959                 West
## 7623                      N            2448        2008              Midwest
## 7624                      Y            2708        2010                South
## 7625                      N            1221        2002              Midwest
## 7626                      N            2314        1999            Northeast
## 7627                      N            1088        1981                South
## 7628                      N            4439        1995                 West
## 7630                      N            5914        2009            Northeast
## 7631                      N            4315        2005            Northeast
## 7632                      N            4529        2008              Midwest
## 7633                      N             944        2003            Northeast
## 7634                      N             228        2004                South
## 7635                      N             555        1978            Northeast
## 7636                      Y            4025        2012            Northeast
## 7637                      N            2037        2003            Northeast
## 7638                      N             733        1946              Midwest
## 7639                      N             451        1953                South
## 7640                      N             657        1993              Midwest
## 7641                      N            3376        2000            Northeast
## 7644                      N            3804        2012            Northeast
## 7645                      N              38        2005                South
## 7648                      N             851        2008                South
## 7650                      N             182        1999                South
## 7651                      N            2548        2004                South
## 7652                      N             717        2007                South
## 7653                      N             111        2010               Island
## 7654                      N              18        2000            Northeast
## 7656                      Y             830        1998                 West
## 7658                      N            1398        1979            Northeast
## 7660                      Y            2640        1997                South
## 7661                      N            5105        1968                South
## 7662                      N             993        2002            Northeast
## 7663                      N            2313        2005                South
## 7664                      N            3853        1977                 West
## 7665                      Y              80        2009                South
## 7666                      N            1039        2004                 West
## 7667                      N            2827        1993              Midwest
## 7669                      N            2133        2005                 West
## 7670                      N            1524        2000                 West
## 7671                      N            3621        2000            Northeast
## 7672                      N             516        2014                 West
## 7673                      Y            1489        1997                 West
## 7674                      N            2400        1968                South
## 7675                      N            2667        1974                South
## 7676                      N            4352        2007                South
## 7677                      N             945        2008                 West
## 7678                      N            5306        2008                South
## 7679                      N             412        2006                South
## 7680                      N            3062        2007            Northeast
## 7681                      N            2691        2005                South
## 7682                      N            2945        1995            Northeast
## 7683                      N            3703        1997                South
## 7684                      N             124        2001            Northeast
## 7685                      N             929        1998            Northeast
## 7686                      N            3682        2006                 West
## 7687                      N            3809        2000                South
## 7689                      N            1318        2010                South
## 7690                      N            1143        2002                South
## 7691                      N            1598        1977                 West
## 7692                      N            1040        1959            Northeast
## 7694                      Y            1857        1998                South
## 7696                      N            1827        2011            Northeast
## 7697                      N             295        2001            Northeast
## 7698                      Y            3808        2013            Northeast
## 7699                      N            1101        2007            Northeast
## 7700                      N            2059        1989                 West
## 7701                      N            1514        2007                 West
## 7703                      Y            1169        1997                South
## 7704                      N            1641        2007                South
## 7705                      N            2236        1965                 West
## 7706                      N             284        1995                 West
## 7708                      N            2348        1997            Northeast
## 7709                      N            1491        2000                 West
## 7710                      N            3650        1985                 West
## 7711                      N             917        1990            Northeast
## 7713                      N            1353        2005              Midwest
## 7714                      N            2833        1997              Midwest
## 7715                      N             412        1998            Northeast
## 7716                      N            5237        2000              Midwest
## 7717                      Y            1985        1979                 West
## 7718                      N            2239        2011                South
## 7719                      N            2857        1997                South
## 7720                      N             556        2007                South
## 7721                      N             985        1970            Northeast
## 7722                      N            1621        1944              Midwest
## 7723                      Y            3644        2001                 West
## 7724                      N             376        1999              Midwest
## 7725                      N             500        1974                South
## 7726                      N            3699        2016                South
## 7728                      N             723        2004                 West
## 7729                      Y            1704        1997                South
## 7733                      N            5224        1951                South
## 7734                      N            3670        2010                 West
## 7735                      N            1752        1986                South
## 7736                      N            2560        2007            Northeast
## 7737                      N            2793        2009            Northeast
## 7739                      N            5806        2006                South
## 7740                      N            3348        1996                South
## 7742                      N             987        1962               Island
## 7743                      N             826        2010                South
## 7744                      N            2931        2004                 West
## 7745                      N            4961        2000                South
## 7746                      N            2643        1969            Northeast
## 7747                      Y            2245        2003                South
## 7749                      N            1140        1996              Midwest
## 7750                      N            2346        1954              Midwest
## 7751                      N            1693        1993              Midwest
## 7752                      N            3519        1996              Midwest
## 7753                      N            3284        2008              Midwest
## 7754                      N            1472        1995                 West
## 7755                      N            1760        1985                South
## 7756                      N             995        2004              Midwest
## 7757                      N             121        1953                 West
## 7758                      N            3947        1998            Northeast
## 7759                      N            1334        2006                 West
## 7760                      N            1329        2009              Midwest
## 7761                      N            1356        1971            Northeast
## 7762                      N              11        2009              Midwest
## 7764                      N             166        1981              Midwest
## 7767                      N            1667        2007              Midwest
## 7768                      N             916        1994                 West
## 7770                      N             998        2000                South
## 7771                      N             619        1977               Island
## 7772                      N            6034        2010            Northeast
## 7773                      N            1978        2009                South
## 7774                      N            2209        2000                South
## 7776                      N            1907        1960              Midwest
## 7777                      Y             306        2010                 West
## 7778                      N            2201        2005              Midwest
## 7779                      N            4308        2006                 West
## 7781                      Y            2543        1990                 West
## 7782                      N            1531        2005            Northeast
## 7783                      N            6318        1989                South
## 7784                      N            2941        2008                 West
## 7787                      N             369        2005              Midwest
## 7788                      N            5270        2007                 West
## 7789                      N            1721        1962            Northeast
## 7790                      N            2585        1998            Northeast
## 7791                      N            1052        1998              Midwest
## 7792                      N            5018        2004              Midwest
## 7794                      N            2714        2001            Northeast
## 7795                      N            3233        2012              Midwest
## 7797                      N            2921        1997                South
## 7798                      N            1031        1966              Midwest
## 7799                      Y            1951        1985            Northeast
## 7802                      N            1614        2009            Northeast
## 7803                      N            1117        2008                 West
## 7804                      N            3435        2003            Northeast
## 7805                      N             593        1993            Northeast
## 7806                      N            1294        1993            Northeast
## 7807                      N            2877        2004                 West
## 7808                      N            2046        1994            Northeast
## 7809                      N              67        2006              Midwest
## 7811                      Y            3230        2004                 West
## 7812                      N             523        2003                 West
## 7813                      N            1138        1991               Island
## 7816                      N            2953        1998            Northeast
## 7817                      N            2670        2014                 West
## 7818                      N            2786        1998                South
## 7819                      N             783        2007              Midwest
## 7821                      N            4525        2001            Northeast
## 7824                      N            4565        2006              Midwest
## 7825                      Y            1589        1999            Northeast
## 7827                      N            1121        1974                South
## 7829                      N            2108        1963                South
## 7830                      N            4193        1999              Midwest
## 7831                      N            1361        1995            Northeast
## 7832                      Y             319        1968            Northeast
## 7833                      N            1986        1968            Northeast
## 7834                      N             257        1980                 West
## 7835                      N            2271        1997                South
## 7836                      N              93        2006            Northeast
## 7837                      N            3442        2010                 West
## 7842                      Y             299        1989                South
## 7843                      N            2322        2012                South
## 7845                      N             341        2002              Midwest
## 7846                      N            6206        2007                 West
## 7847                      N             933        1985            Northeast
## 7848                      N            1249        1947              Midwest
## 7849                      N             993        1983                South
## 7850                      N             692        1993                South
## 7852                      N            2703        1983                South
## 7853                      N            2847        2004            Northeast
## 7855                      N            2823        1987                 West
## 7856                      N            3302        1987            Northeast
## 7857                      Y            2228        1999            Northeast
## 7858                      N             607        2005                 West
## 7860                      N            1734        1981              Midwest
## 7861                      N              56        2007                 West
## 7862                      N             801        2008              Midwest
## 7863                      N            2600        1991            Northeast
## 7864                      N            1556        1946              Midwest
## 7865                      N              71        2000              Midwest
## 7866                      N            1725        1960            Northeast
## 7867                      N            5826        1993                 West
## 7868                      N             414        2004              Midwest
## 7869                      N            1534        2011            Northeast
## 7870                      N            2475        1940                South
## 7871                      N            1712        1961                South
## 7872                      Y             483        1996                South
## 7874                      N            1528        2005                South
## 7876                      N             480        2008            Northeast
## 7877                      N            2786        2004                South
## 7878                      Y            2058        2009                South
## 7879                      N            1317        1989              Midwest
## 7881                      N            2279        1973              Midwest
## 7882                      N            3706        1986              Midwest
## 7884                      N            2007        1998                 West
## 7885                      N            3201        2000            Northeast
## 7886                      N            2184        2004                 West
## 7890                      N             236        1998            Northeast
## 7891                      N            5042        1994                 West
## 7892                      N            5085        1955                South
## 7893                      Y            3850        1962                South
## 7894                      N            2944        1985            Northeast
## 7895                      Y              85        2007                 West
## 7896                      N            1921        1996                 West
## 7897                      N             172        1996              Midwest
## 7898                      Y            1392        1968                South
## 7899                      N            1381        2001                 West
## 7901                      N            2852        2015            Northeast
## 7903                      N            2077        2005              Midwest
## 7904                      Y             115        2001            Northeast
## 7905                      N            2154        2001            Northeast
## 7906                      Y             963        1971                South
## 7907                      N             192        1985            Northeast
## 7911                      N             501        1998            Northeast
## 7912                      N             177        2008            Northeast
## 7913                      N             413        2000                South
## 7914                      N            3960        2005              Midwest
## 7915                      N            5605        2010                 West
## 7916                      N            3855        1996                South
## 7917                      N            3398        2000            Northeast
## 7918                      N            1563        2007                 West
## 7919                      N            3436        2013                 West
## 7920                      N            1647        2013            Northeast
## 7921                      N            3625        2012            Northeast
## 7922                      N            1540        1994            Northeast
## 7923                      N            2445        1997                South
## 7924                      N             632        2000                 West
## 7926                      N            2648        2001            Northeast
## 7927                      N             214        1976                 West
## 7928                      N            2481        1998            Northeast
## 7929                      N            1315        2007                South
## 7931                      N            4304        1981                 West
## 7932                      N            1905        1985                South
## 7933                      N            1106        2001            Northeast
## 7935                      Y            4788        1935                 West
## 7936                      N            4728        1997                 West
## 7937                      N            3088        2001                 West
## 7940                      N             664        2005                South
## 7941                      N            1214        2011              Midwest
## 7942                      N            1928        1997            Northeast
## 7943                      N            1341        1990                 West
## 7944                      N             986        2000              Midwest
## 7945                      N            1393        1996                South
## 7946                      N            1262        1997                 West
## 7947                      N             500        1985            Northeast
## 7949                      N             615        2004                South
## 7951                      N            3567        1981              Midwest
## 7952                      N            3515        2005                 West
## 7953                      N            1762        2009                South
## 7954                      N            5959        1988                 West
## 7955                      N             200        2013              Midwest
## 7956                      N             854        1992            Northeast
## 7957                      N             978        1999              Midwest
## 7958                      N            4013        1949                South
## 7959                      N            1244        2009            Northeast
## 7960                      N            1353        2002              Midwest
## 7961                      N            1213        2008            Northeast
## 7962                      Y            4750        2010            Northeast
## 7965                      N            2774        2012              Midwest
## 7966                      N             535        2012              Midwest
## 7969                      N            2181        1957            Northeast
## 7970                      N             592        1986                 West
## 7971                      N            4089        1971                South
## 7972                      N            1697        2005              Midwest
## 7973                      N            1466        2005                South
## 7974                      Y            2991        1954            Northeast
## 7975                      N            2504        2012                 West
## 7976                      N            2793        1998                South
## 7977                      N            3348        1998            Northeast
## 7978                      N            1685        2007                 West
## 7980                      N             828        1999                South
## 7982                      Y              86        1969                 West
## 7983                      N            3471        1963            Northeast
## 7984                      N             392        2009              Midwest
## 7985                      N            4072        2006            Northeast
## 7986                      N              43        2000            Northeast
## 7987                      N            5428        1998              Midwest
## 7988                      N             732        1996                 West
## 7989                      N             483        1983            Northeast
## 7990                      Y            1612        2001                 West
## 7993                      N            1400        2010            Northeast
## 7994                      Y             584        1985            Northeast
## 7995                      N             403        1974            Northeast
## 7996                      N            3716        2013                South
## 7998                      N             741        2007                 West
## 7999                      N            2549        1953            Northeast
## 8000                      N            2615        1997            Northeast
## 8001                      N             472        1993              Midwest
## 8002                      N            3247        1977                 West
## 8003                      N            1247        2011            Northeast
## 8004                      N            1059        1999              Midwest
## 8005                      N            1934        2001                South
## 8006                      N            1769        1974            Northeast
## 8008                      N             235        1970            Northeast
## 8010                      Y            1622        1976            Northeast
## 8011                      N            4271        2002                South
## 8012                      N            1377        2001                 West
## 8014                      N             293        2005              Midwest
## 8016                      N            1902        2010            Northeast
## 8017                      N            1914        1992                South
## 8019                      N             157        1987              Midwest
## 8020                      N             683        1987                South
## 8021                      N            1269        1980            Northeast
## 8022                      N            3436        2005            Northeast
## 8023                      N            1312        2003            Northeast
## 8024                      N            1784        1997                South
## 8025                      N            5171        1946            Northeast
## 8027                      N            1248        1946                 West
## 8028                      N             632        2008            Northeast
## 8029                      N            1375        1981                South
## 8030                      N            2125        1995                 West
## 8031                      N            2402        2009            Northeast
## 8032                      N             154        2011                 West
## 8035                      N            2601        2009              Midwest
## 8036                      Y            1261        1951                South
## 8037                      N            4039        2000              Midwest
## 8039                      N            1039        2004                 West
## 8041                      N            3026        1995            Northeast
## 8042                      N            1527        2008                South
## 8043                      N            2242        2001                South
## 8044                      N            2297        1996                 West
## 8045                      N             950        1974            Northeast
## 8046                      Y            1998        1984                 West
## 8047                      N             962        2011            Northeast
## 8048                      N            2986        1999                South
## 8049                      N            3114        2007                South
## 8050                      N            2496        2003                South
## 8052                      N            1139        1999              Midwest
## 8053                      Y            6918        2006                South
## 8054                      N            3191        2004              Midwest
## 8055                      N             665        2005              Midwest
## 8056                      Y            4382        1989                South
## 8057                      N            1117        2008              Midwest
## 8058                      N             622        1986                South
## 8060                      N             257        1984              Midwest
## 8061                      N            2716        1976            Northeast
## 8062                      N            1245        2013            Northeast
## 8063                      N             469        1986                 West
## 8064                      N            2743        2002            Northeast
## 8065                      Y            2185        1994            Northeast
## 8066                      N             543        1980                South
## 8067                      N            3758        2010            Northeast
## 8068                      N            1525        1995            Northeast
## 8070                      N            5664        2008                South
## 8071                      N             803        2011              Midwest
## 8072                      N            4231        2008            Northeast
## 8073                      N              87        2004              Midwest
## 8075                      Y            1235        1974                South
## 8077                      N            1637        2005              Midwest
## 8078                      Y            3136        2013                South
## 8079                      N            1705        1977                South
## 8080                      N            2321        2011                 West
## 8082                      N            4122        2004            Northeast
## 8084                      Y            1169        1998            Northeast
## 8085                      Y            3097        1999                South
## 8086                      Y            3490        1975                South
## 8087                      N              58        2013            Northeast
## 8088                      Y             157        2012                South
## 8090                      N            1395        2011                 West
## 8091                      N            2552        1938            Northeast
## 8092                      N            2443        2004              Midwest
## 8094                      N            6446        2002            Northeast
## 8095                      N            3327        2004                South
## 8099                      N            1307        2003                South
## 8100                      N              77        2008                 West
## 8101                      N            2970        2001                South
## 8102                      N              58        2000                 West
## 8103                      N             227        1952                South
## 8104                      N             605        1997              Midwest
## 8106                      N             448        2012                 West
## 8107                      N            2213        2007                 West
## 8108                      N             809        2003                South
## 8110                      N            4607        2012              Midwest
## 8111                      N            5133        2002                 West
## 8113                      N            4068        1997                 West
## 8114                      N            3627        1996                South
## 8115                      N            1450        2004            Northeast
## 8116                      N            1885        1989              Midwest
## 8118                      N            2474        1999                 West
## 8119                      N            1927        1981                South
## 8120                      N             550        2005              Midwest
## 8121                      N            2616        2004                 West
## 8122                      N             597        1997              Midwest
## 8123                      N            4963        1999            Northeast
## 8124                      N             101        1967              Midwest
## 8125                      N             558        1999            Northeast
## 8126                      N            1360        2011                 West
## 8129                      N             214        1997               Island
## 8130                      N             526        2010            Northeast
## 8131                      N            3702        1996                 West
## 8132                      N            3139        1987                South
## 8133                      N             660        1947            Northeast
## 8135                      N            1797        1948            Northeast
## 8136                      N            3441        2006                 West
## 8137                      N            1209        1983            Northeast
## 8138                      N            2468        2006                South
## 8139                      N             823        1982                South
## 8140                      N            1414        2011            Northeast
## 8143                      N            2163        1969                 West
## 8144                      N            3320        1997                 West
## 8146                      N             858        1997            Northeast
## 8147                      Y              44        1975                South
## 8148                      N             766        1999                 West
## 8149                      N             520        1947                South
## 8150                      N            2613        1980                 West
## 8151                      N             599        2011                 West
## 8152                      N            1032        1963            Northeast
## 8153                      N            3271        1993                South
## 8154                      N            1526        2001              Midwest
## 8155                      N            1367        1936                South
## 8156                      Y             271        1963                South
## 8157                      Y            3319        2004            Northeast
## 8158                      N            2683        1995                South
## 8159                      N            2120        2001            Northeast
## 8160                      Y            1463        2001                South
## 8161                      N             951        1999                South
## 8162                      N            2317        1980            Northeast
## 8163                      N            3384        1980                South
## 8164                      N            3119        2006               Island
## 8165                      Y             248        2007                South
## 8166                      N            3154        1965              Midwest
## 8167                      Y            3232        1987            Northeast
## 8169                      N            2036        2005                 West
## 8170                      N            3821        1999                South
## 8171                      Y            3905        2006                South
## 8173                      N             125        2003                South
## 8174                      Y            3506        1936                South
## 8175                      N            5117        1984                 West
## 8176                      N            3585        2008            Northeast
## 8177                      N            1810        2008            Northeast
## 8178                      N             575        2009                 West
## 8179                      N            5206        2012                 West
## 8180                      N            2476        1987              Midwest
## 8184                      N             442        2011                South
## 8185                      Y            1476        1986               Island
## 8186                      Y             910        2012            Northeast
## 8188                      N             431        1986                 West
## 8189                      N            3674        1998                 West
## 8192                      N            3015        2005                South
## 8193                      Y            2295        2003                 West
## 8194                      N            2171        1977            Northeast
## 8195                      N            2190        1980            Northeast
## 8197                      N            2854        2000            Northeast
## 8198                      N            3436        2000                 West
## 8199                      N            3000        2008                 West
## 8200                      N            2698        2000              Midwest
## 8201                      N            2251        1999            Northeast
## 8202                      N            3556        1985            Northeast
## 8203                      N            4300        1997                 West
## 8204                      Y            1699        1999                South
## 8205                      Y             420        2011                 West
## 8206                      N            4478        1997                South
## 8207                      N            1016        1984            Northeast
## 8208                      N             349        1946            Northeast
## 8209                      N            1520        2013                South
## 8211                      N            2917        2004                 West
## 8212                      N            2154        1994                 West
## 8213                      Y             244        1999                 West
## 8214                      N             119        2012            Northeast
## 8216                      N             608        1996                South
## 8217                      N            2162        2004                South
## 8218                      N            1644        1988            Northeast
## 8219                      N             687        2009                South
## 8220                      N            2026        2009                 West
## 8221                      N            1378        1953                 West
## 8222                      N            6120        1944            Northeast
## 8223                      N            2763        2003                 West
## 8224                      N            4226        2014            Northeast
## 8225                      N            2738        1945                South
## 8226                      N             430        2003              Midwest
## 8227                      N            1427        1984                 West
## 8228                      N            1755        1979                 West
## 8229                      N              35        2004                 West
## 8230                      N            3178        1993            Northeast
## 8231                      N              95        1990            Northeast
## 8233                      Y              99        1996                 West
## 8235                      N            1840        2005            Northeast
## 8236                      N             106        1999            Northeast
## 8238                      N            1356        1990                South
## 8239                      N            4457        1988            Northeast
## 8241                      N            2914        2001            Northeast
## 8242                      N            1806        2007            Northeast
## 8243                      N            1276        2007              Midwest
## 8244                      N             502        1995              Midwest
## 8245                      N            3218        1985                South
## 8246                      N            2942        1993              Midwest
## 8247                      N            3428        2006            Northeast
## 8248                      N             724        2008            Northeast
## 8249                      N            1117        2011              Midwest
## 8250                      N             264        1996            Northeast
## 8251                      N            4307        1977                 West
## 8252                      N            2563        2007                 West
## 8253                      N            2272        2013            Northeast
## 8254                      N            1515        2001            Northeast
## 8255                      N            2435        2007              Midwest
## 8257                      N             625        2006                 West
## 8259                      N            2680        1939                 West
## 8260                      N            4859        1994                 West
## 8262                      N            6044        1999            Northeast
## 8263                      N            3059        1977              Midwest
## 8264                      N            1325        1971            Northeast
## 8265                      N             588        2012               Island
## 8266                      N            4459        1989                South
## 8267                      N            5369        1998                South
## 8268                      N             546        2005                 West
## 8269                      Y            2457        2000            Northeast
## 8272                      N            2532        1977                 West
## 8273                      N             137        2012                 West
## 8274                      N            3353        2006                 West
## 8276                      N             320        1963                 West
## 8277                      N            1464        2010              Midwest
## 8278                      N             452        1971              Midwest
## 8279                      N            3575        2005            Northeast
## 8280                      N            1875        1981                 West
## 8281                      N            4916        2008            Northeast
## 8283                      Y             304        1993                South
## 8284                      N            2829        2000              Midwest
## 8286                      N            1454        2005                South
## 8287                      N             105        1987            Northeast
## 8288                      N             397        1992              Midwest
## 8289                      N            4721        1972                 West
## 8290                      N             238        2004            Northeast
## 8291                      N            4074        1973            Northeast
## 8292                      N             593        1983            Northeast
## 8295                      N            1441        1997            Northeast
## 8297                      N             968        2007                South
## 8298                      N            2680        2008                South
## 8299                      N            5175        1962              Midwest
## 8300                      N             883        1992                South
## 8301                      N            4471        1996              Midwest
## 8302                      N            4121        1939              Midwest
## 8303                      N            3677        2010              Midwest
## 8304                      N             792        2007            Northeast
## 8305                      N            1341        1988                South
## 8307                      N             634        2010                South
## 8308                      N            4016        1997                 West
## 8309                      N             821        1986                 West
## 8310                      N            3388        1999            Northeast
## 8311                      Y            2687        2004                South
## 8312                      N            3961        2007                 West
## 8314                      Y            4599        1975              Midwest
## 8315                      N            2569        2000            Northeast
## 8316                      Y            3170        2000                 West
## 8317                      N            1549        2001            Northeast
## 8318                      N             350        1951              Midwest
## 8320                      N            5935        1997            Northeast
## 8321                      Y            2248        1997                South
## 8322                      N              53        1953                 West
## 8323                      N            2557        1945                 West
## 8324                      N            3477        1978                 West
## 8325                      N            2028        1947                 West
## 8326                      N            1326        1997            Northeast
## 8328                      N            4852        1997            Northeast
## 8330                      N            3410        1987            Northeast
## 8331                      N            2103        1984                South
## 8332                      N             172        2002                 West
## 8333                      N            1192        1999              Midwest
## 8335                      N             447        2006              Midwest
## 8336                      N             363        1961            Northeast
## 8337                      Y             999        1984                 West
## 8338                      N            1042        2000                 West
## 8339                      Y             996        1998                South
## 8340                      Y             344        1968                 West
## 8341                      N             946        2001                South
## 8342                      N             468        2002                South
## 8343                      Y             667        1998            Northeast
## 8344                      N            5089        1963                 West
## 8346                      N            2786        1996            Northeast
## 8347                      N             903        2007            Northeast
## 8348                      N             142        1989            Northeast
## 8349                      Y            1318        2013                 West
## 8350                      N            1914        1994                South
## 8351                      N             597        2005                 West
## 8352                      N            2630        1996            Northeast
## 8353                      N             796        1999              Midwest
## 8354                      N            2248        1983                 West
## 8355                      N            1361        1982              Midwest
## 8356                      N            1216        1963                South
## 8357                      N            2805        1998                 West
## 8358                      Y            1523        2004            Northeast
## 8359                      N            2253        1990                 West
## 8361                      N             678        1951            Northeast
## 8363                      Y             920        1997              Midwest
## 8364                      N            1887        2010            Northeast
## 8365                      N            1466        1988                 West
## 8366                      N            2017        2000                 West
## 8367                      N            2143        2006            Northeast
## 8368                      N            5951        1987                 West
## 8370                      N            3368        1979            Northeast
## 8372                      N            1914        2012              Midwest
## 8373                      N             677        1990                 West
## 8375                      N            4161        2008              Midwest
## 8376                      N             425        1984            Northeast
## 8377                      N            1989        1987                 West
## 8378                      N            3994        2004              Midwest
## 8380                      N            1775        1978            Northeast
## 8381                      N            2405        2003              Midwest
## 8382                      N            3937        1952                South
## 8383                      N            1967        2014              Midwest
## 8384                      Y             217        1985                 West
## 8385                      N            2201        2010            Northeast
## 8387                      N             217        1965            Northeast
## 8388                      N            4375        1996            Northeast
## 8390                      N            1260        1996              Midwest
## 8391                      N            3413        1985                 West
## 8392                      Y             451        1978                 West
## 8394                      N            2271        1978            Northeast
## 8395                      N             557        2003            Northeast
## 8397                      N            3644        2002                 West
## 8398                      N             651        2010                 West
## 8399                      N            2641        2002                 West
## 8400                      N             774        2003                South
## 8401                      N            4244        2003            Northeast
## 8402                      N             454        1989            Northeast
## 8403                      N            1538        2012              Midwest
## 8406                      N            1624        2006              Midwest
## 8407                      N            3956        2004            Northeast
## 8410                      N            3209        2008            Northeast
## 8411                      N             931        1964                 West
## 8412                      N            2410        2008                South
## 8413                      N             717        1966            Northeast
## 8414                      N            2702        1996              Midwest
## 8416                      N            2687        2008                South
## 8417                      N             558        2012                South
## 8418                      N            3431        2011                 West
## 8421                      N            2412        1998                 West
## 8422                      N             386        1965                 West
## 8424                      N            1698        1997                South
## 8425                      N            1495        1986              Midwest
## 8427                      N             128        1947                South
## 8428                      N            1430        1994                South
## 8429                      Y              23        2005                 West
## 8430                      N            4078        2003                South
## 8432                      Y            2538        2010                South
## 8433                      N              33        1943                South
## 8434                      N            2960        2007                South
## 8435                      N            4626        1990            Northeast
## 8436                      N             356        1982                 West
## 8437                      N            4378        1997              Midwest
## 8438                      N            2488        1960              Midwest
## 8440                      Y            2067        2006                South
## 8441                      N            2217        1996              Midwest
## 8442                      N             441        1978              Midwest
## 8443                      N            1548        1998            Northeast
## 8445                      N             260        2002                 West
## 8446                      Y            1946        2004            Northeast
## 8447                      N            4026        1987            Northeast
## 8448                      N            4554        1994                 West
## 8449                      N            1737        1999                 West
## 8451                      N            1660        1960              Midwest
## 8452                      N            2448        2009              Midwest
## 8454                      N            3623        2008            Northeast
## 8455                      N             296        1969                South
## 8456                      N            6782        1979                 West
## 8457                      N            1186        1998                South
## 8458                      N            5540        1964            Northeast
## 8460                      N            5960        1984                 West
## 8461                      N            1442        2000                 West
## 8463                      N            1581        2006            Northeast
## 8465                      N            2570        1997                 West
## 8468                      N            1305        2001                South
## 8469                      N            1270        1977                 West
## 8470                      Y             953        1972                South
## 8471                      N             542        1984                 West
## 8473                      N            1566        1995                 West
## 8474                      N            3374        2009            Northeast
## 8475                      N             393        2011                South
## 8476                      N            3823        1975            Northeast
## 8477                      N             603        2007                 West
## 8479                      N            5197        1977            Northeast
## 8481                      N            1132        2013            Northeast
## 8482                      N            3068        2005                South
## 8483                      N            3562        2006            Northeast
## 8484                      N            3522        2001            Northeast
## 8486                      N            5879        1960                 West
## 8487                      Y            1495        1945                South
## 8488                      N            1175        2006                 West
## 8489                      N            2835        1947                South
## 8490                      N             812        1998                 West
## 8491                      Y             846        2007                 West
## 8492                      N            1763        2004                South
## 8493                      N            3640        1988              Midwest
## 8496                      N             408        1999                South
## 8497                      N            4336        2004                 West
## 8498                      N             619        1974                South
## 8499                      N            3354        1983                 West
## 8500                      Y            4632        2006                South
## 8502                      N            1368        1989                South
## 8503                      Y             381        1979            Northeast
## 8504                      N            1606        2011                 West
## 8506                      N            2364        1970                South
## 8507                      N            1789        1949                South
## 8508                      N             927        1968            Northeast
## 8509                      N            4463        1977                South
## 8510                      N             707        2000                South
## 8511                      N            3182        2006            Northeast
## 8512                      N            3655        2007            Northeast
## 8513                      Y             615        1985                South
## 8514                      N            3162        2008            Northeast
## 8515                      N            4001        2005                South
## 8516                      N            1867        2008              Midwest
## 8517                      N            1013        1968                South
## 8518                      Y            2945        2010                South
## 8519                      N             824        1993            Northeast
## 8520                      N            1943        1995                 West
## 8521                      N             799        1992                 West
## 8522                      N            1207        2007                South
## 8523                      N            1923        2003                 West
## 8525                      N            1552        2004            Northeast
## 8526                      N             228        1968              Midwest
## 8528                      N             848        1974            Northeast
## 8529                      N            2919        1998            Northeast
## 8530                      N             726        2006                 West
## 8531                      N            1687        1946                 West
## 8532                      N             780        2007                South
## 8533                      N            1598        2005              Midwest
## 8534                      N            2936        1956                 West
## 8536                      N             490        2003            Northeast
## 8537                      N            2941        2007                 West
## 8538                      N             205        1966            Northeast
## 8539                      N             342        1998            Northeast
## 8541                      N            1157        1999              Midwest
## 8542                      N              91        2004              Midwest
## 8543                      N             794        2008              Midwest
## 8544                      N             630        1997            Northeast
## 8545                      N            3867        2005                 West
## 8546                      N            1764        1999            Northeast
## 8547                      N            1514        2009            Northeast
## 8548                      N            2400        1991                South
## 8549                      N            3976        1968            Northeast
## 8550                      N             857        2006                South
## 8551                      N            4212        1968            Northeast
## 8553                      N             265        1972                South
## 8554                      N             620        1997                 West
## 8556                      N            4805        2009            Northeast
## 8557                      N            1316        1946                South
## 8558                      N            2280        1989            Northeast
## 8560                      N             497        1991              Midwest
## 8564                      N             790        1940                South
## 8567                      N            1624        2009            Northeast
## 8568                      N            1553        1961                South
## 8569                      N            2911        2004              Midwest
## 8570                      N            3797        1989                 West
## 8571                      N            5734        1963                South
## 8572                      N            1249        2009                South
## 8573                      N            2548        1998                South
## 8575                      N             563        2011                South
## 8576                      N            2272        2001              Midwest
## 8577                      N             768        1996                 West
## 8578                      N            3811        2007            Northeast
## 8579                      N             314        1994                South
## 8580                      Y            3717        1994                South
## 8583                      N            2032        1997            Northeast
## 8584                      N            2020        1999                South
## 8585                      N            2611        1991                 West
## 8586                      N            3743        1993                 West
## 8587                      Y            1155        1998                South
## 8588                      N            2992        2000                South
## 8589                      N            1956        2012                 West
## 8590                      N            2880        2008              Midwest
## 8592                      N            2400        2008               Island
## 8593                      N            4189        2013              Midwest
## 8594                      Y             335        2004                South
## 8596                      N            1250        1998                South
## 8598                      N            2200        1982              Midwest
## 8599                      N              18        1996                South
## 8600                      N             733        1947                 West
## 8601                      N             955        2008              Midwest
## 8602                      N             175        2000              Midwest
## 8603                      Y            1846        1981              Midwest
## 8604                      N            3364        2001                 West
## 8605                      N            1892        2010            Northeast
## 8606                      N            1135        1997                South
## 8607                      N             178        2002                South
## 8608                      N            4346        1984                 West
## 8610                      N            4423        2008                South
## 8611                      N            4128        1968              Midwest
## 8612                      N            2466        2001                South
## 8613                      N            4218        1999                South
## 8614                      N            5837        1994            Northeast
## 8615                      N            3342        1995              Midwest
## 8617                      N            2994        2000            Northeast
## 8618                      N            1469        2012            Northeast
## 8619                      Y            2903        1996                South
## 8620                      Y            3765        2010            Northeast
## 8621                      N            1091        1974            Northeast
## 8622                      N             443        2005                South
## 8623                      N             506        2012                South
## 8624                      N            2872        2003                South
## 8625                      N            1387        1992            Northeast
## 8626                      N            2635        2005                South
## 8628                      N            1221        2008            Northeast
## 8630                      N             806        1999                South
## 8632                      N            3783        1998                South
## 8634                      N            2351        2001              Midwest
## 8636                      N             189        2005                South
## 8638                      N            1869        2001              Midwest
## 8639                      N            4400        1999            Northeast
## 8640                      N            2089        2016                 West
## 8641                      N            2185        2013              Midwest
## 8642                      N            1660        2008                 West
## 8643                      N            3843        1989              Midwest
## 8644                      N            1773        1952                South
## 8645                      N              47        1979              Midwest
## 8646                      Y            1186        2006                 West
## 8647                      N            2998        2010            Northeast
## 8648                      N            1823        2006                South
## 8649                      N             741        2000                South
## 8650                      N            2834        1999            Northeast
## 8651                      N            1388        1993                 West
## 8652                      N             108        2001              Midwest
## 8653                      N            2446        2009               Island
## 8654                      N            1288        2012            Northeast
## 8655                      N            1169        1962                South
## 8657                      N            2688        2007              Midwest
## 8658                      N              19        2007            Northeast
## 8659                      N             873        1995              Midwest
## 8660                      N            1643        2002                 West
## 8661                      Y            1002        2000                 West
## 8662                      N            1187        1998            Northeast
## 8663                      Y            2038        2008            Northeast
## 8665                      N             198        1993            Northeast
## 8666                      N            1930        2009            Northeast
## 8667                      N              61        2004            Northeast
## 8668                      N            1571        1977              Midwest
## 8670                      N            2753        2003            Northeast
## 8671                      N            2524        1991                South
## 8672                      N            1823        1997            Northeast
## 8675                      N            4507        2007                 West
## 8677                      N            1113        1998            Northeast
## 8678                      N            3292        2002              Midwest
## 8680                      N            1450        2005                 West
## 8681                      Y            3362        1982                South
## 8682                      N              42        1986                South
## 8683                      N             595        2003                South
## 8684                      N            2682        2006            Northeast
## 8685                      N            1568        2007                South
## 8686                      Y             458        1991                South
## 8687                      N             256        1993                 West
## 8688                      N             130        1947              Midwest
## 8689                      N            1727        1957              Midwest
## 8690                      N            2352        1962                 West
## 8691                      N             585        1992                 West
## 8693                      N              78        2010            Northeast
## 8694                      N             542        1963            Northeast
## 8696                      N            2035        1983                South
## 8697                      N             295        2009                 West
## 8699                      N            1221        2005                 West
## 8700                      N            3411        1938            Northeast
## 8701                      N            1876        2002                South
## 8702                      N            3207        1991                 West
## 8704                      N            3659        2005            Northeast
## 8705                      N            1753        2007              Midwest
## 8706                      N            2440        2006              Midwest
## 8708                      N            3022        1978            Northeast
## 8709                      N             787        2005                 West
## 8711                      N            2085        2007                South
## 8712                      N            5132        1999               Island
## 8713                      N            2102        2000                South
## 8714                      N            1652        1987              Midwest
## 8715                      N            2414        1993                South
## 8716                      N            2797        1985                 West
## 8719                      N            1316        2005              Midwest
## 8720                      N              49        2006                 West
## 8723                      N            3798        1989            Northeast
## 8724                      N            4049        2006                South
## 8725                      N            3234        1968                 West
## 8726                      Y            3466        1946            Northeast
## 8727                      N            1517        1989                South
## 8728                      N             488        1996                 West
## 8729                      N            2007        1947                South
## 8730                      N            3473        1987            Northeast
## 8731                      N            4379        1987                South
## 8732                      N            4466        1984                South
## 8733                      N             573        1995            Northeast
## 8734                      N            3165        2003                South
## 8735                      N            2820        1996              Midwest
## 8736                      N             200        1977            Northeast
## 8737                      N            4172        2007                 West
## 8738                      N            2043        1960              Midwest
## 8739                      N            6137        1999                South
## 8740                      Y              76        2007                 West
## 8741                      N            3235        1978            Northeast
## 8743                      N            1744        1988            Northeast
## 8744                      N            4878        2003              Midwest
## 8745                      Y            1340        1995            Northeast
## 8746                      N             804        1985            Northeast
## 8747                      N             653        1989                 West
## 8748                      Y             430        2011            Northeast
## 8749                      N             773        1996            Northeast
## 8750                      N            3333        1968                South
## 8751                      N            2341        1946              Midwest
## 8753                      N            2463        1999                 West
## 8754                      N            3552        1981            Northeast
## 8756                      N            4072        2014                South
## 8757                      N            2305        2014                 West
## 8760                      N            2385        2013                 West
## 8761                      N             443        2008              Midwest
## 8762                      N            2621        2002            Northeast
## 8763                      N            2005        1993              Midwest
## 8766                      N            2898        2001            Northeast
## 8767                      N            1564        2006            Northeast
## 8769                      N            4973        1962                 West
## 8770                      N            2006        1959                 West
## 8771                      N            2402        1987            Northeast
## 8772                      N            1432        2005                 West
## 8773                      N            2082        2010            Northeast
## 8774                      N            4697        1997                South
## 8775                      N             386        1951                 West
## 8776                      N            1732        1999                 West
## 8777                      N            2838        1976            Northeast
## 8778                      N            2213        2007                South
## 8779                      Y            4353        1972                 West
## 8780                      N            2014        2007            Northeast
## 8782                      N            2550        2005                South
## 8783                      N             628        1997                South
## 8785                      N             425        2009                 West
## 8789                      Y             390        1969                South
## 8790                      N              52        1944                 West
## 8791                      N            1372        1940            Northeast
## 8792                      Y            3438        2001              Midwest
## 8793                      Y             627        1989                South
## 8794                      N            5395        1995              Midwest
## 8795                      N            6115        2003                South
## 8796                      N             687        1999              Midwest
## 8797                      N             749        1994                 West
## 8798                      N             634        2004            Northeast
## 8799                      Y            1220        2005                South
## 8800                      N            1794        2003                South
## 8801                      N             388        1984            Northeast
## 8802                      N            2971        1974            Northeast
## 8803                      N             315        2006                South
## 8804                      N            3420        2010                South
## 8805                      N             480        1998                South
## 8806                      N            2199        2009            Northeast
## 8807                      N             550        1999                South
## 8808                      N             283        1998                South
## 8809                      N            1459        2000                South
## 8811                      N            4459        1992                South
## 8812                      N             651        1975                South
## 8815                      N             897        2006              Midwest
## 8816                      N             308        2000              Midwest
## 8817                      N              72        2008                South
## 8818                      N            1530        1987                 West
## 8819                      N            1460        2000                South
## 8822                      N            3802        1989            Northeast
## 8823                      N            1775        1985                 West
## 8824                      Y            1458        1998                 West
## 8825                      N            5228        1992                 West
## 8826                      Y            4123        1994                South
## 8827                      N            2305        2010                 West
## 8828                      N            2915        1987                 West
## 8830                      N            2548        2013              Midwest
## 8831                      N            4314        1998                 West
## 8832                      N            3037        1993            Northeast
## 8833                      N            2132        2011              Midwest
## 8834                      N            3960        2009                 West
## 8835                      N            4536        1956                South
## 8836                      N            4193        1979                South
## 8837                      N            3037        2011              Midwest
## 8838                      N            1229        1990                South
## 8839                      N             533        1958              Midwest
## 8840                      N            1683        2008                 West
## 8841                      N            1279        1977                 West
## 8842                      N            2026        2008                 West
## 8843                      N            4642        1987                South
## 8844                      N             227        1999            Northeast
## 8845                      N             490        2001                South
## 8847                      N            3467        2012            Northeast
## 8848                      N              42        2008                South
## 8850                      N             631        2001              Midwest
## 8852                      N            1693        1968            Northeast
## 8853                      N            3978        2000            Northeast
## 8854                      N            1254        1947                South
## 8855                      N            2877        1975                South
## 8856                      N            2458        1998                South
## 8857                      N             192        1980                 West
## 8858                      N            1877        2002                South
## 8859                      N            2268        2004              Midwest
## 8860                      N            2658        1999            Northeast
## 8863                      Y            1175        1994                South
## 8864                      N            1829        1969                 West
## 8865                      Y             286        1986                South
## 8866                      N             409        1996                 West
## 8867                      N            2711        2004                South
## 8868                      N             171        1999            Northeast
## 8869                      N            1915        2001                 West
## 8870                      N            4659        2008              Midwest
## 8871                      Y             632        1989                 West
## 8873                      Y              94        1982            Northeast
## 8874                      N            3778        1968                 West
## 8875                      N            1608        2012                South
## 8877                      N             724        2008            Northeast
## 8878                      N            5082        1987                 West
## 8879                      N             309        2007                South
## 8880                      Y             449        2012                 West
## 8881                      N             232        2001                South
## 8882                      N            1408        2000                South
## 8883                      N            4112        2009            Northeast
## 8884                      N            4226        2010                 West
## 8886                      N            3899        1970              Midwest
## 8887                      N             680        2000              Midwest
## 8889                      N            2547        1962                South
## 8891                      N             169        1980                 West
## 8892                      N            1248        2013                South
## 8894                      N             203        1977              Midwest
## 8895                      N            1377        1992                 West
## 8896                      N            3514        2000                 West
## 8897                      N            1459        1951                South
## 8898                      N            2624        2006            Northeast
## 8899                      N            4263        2000                 West
## 8900                      N            1172        2013              Midwest
## 8901                      N             786        1983                South
## 8902                      N             744        1981                 West
## 8903                      N            1504        2010            Northeast
## 8904                      N              55        2006              Midwest
## 8905                      N            2397        1950                South
## 8906                      N            1080        1974            Northeast
## 8908                      N            1611        1971                South
## 8909                      N            1428        1982                 West
## 8910                      N            3148        2001                 West
## 8911                      N            1844        2001                South
## 8912                      N              79        1993                 West
## 8914                      N            3109        1993            Northeast
## 8915                      N            4427        1998            Northeast
## 8917                      N            2784        2014              Midwest
## 8918                      Y            1851        1999                 West
## 8919                      N            2897        1989              Midwest
## 8920                      N             408        1992            Northeast
## 8921                      N            2281        1994                 West
## 8924                      Y            2072        1993            Northeast
## 8925                      N            4347        1960                South
## 8926                      N            3809        1979                South
## 8927                      N            5400        1976                South
## 8928                      Y            3791        1996            Northeast
## 8930                      N             654        2007                South
## 8931                      N             755        2000              Midwest
## 8932                      N            1832        2001                 West
## 8933                      N            1539        1977                South
## 8934                      N             545        2011            Northeast
## 8936                      N             501        2004            Northeast
## 8937                      N             440        2006                 West
## 8938                      N            1648        2006                South
## 8939                      N            2678        1986                 West
## 8941                      N            2258        1951            Northeast
## 8942                      N            3669        2009            Northeast
## 8943                      N            1390        1968                 West
## 8947                      N            4268        1962            Northeast
## 8949                      Y             202        1999                South
## 8950                      N            3149        1997              Midwest
## 8951                      N            1067        1998            Northeast
## 8953                      N             931        2001                South
## 8955                      N            2318        1989            Northeast
## 8956                      N            1315        1989              Midwest
## 8957                      N             717        1999                South
## 8958                      Y            2558        1999                 West
## 8960                      N            1345        2004                 West
## 8961                      N            3643        2008                 West
## 8962                      N             358        2009                South
## 8963                      N             720        1980              Midwest
## 8964                      N            2484        2008              Midwest
## 8965                      N            2966        1968                South
## 8966                      N            1089        2009                South
## 8967                      N            1338        2012            Northeast
## 8970                      N             781        2010                 West
## 8971                      N            3555        1997                 West
## 8974                      N            1465        2001                 West
## 8975                      N            2989        2005            Northeast
## 8976                      N            3558        1996                 West
## 8978                      N            3314        1999            Northeast
## 8979                      N            3118        1992                 West
## 8980                      N             288        1989                South
## 8981                      N            3365        2010            Northeast
## 8984                      N            1577        2001                South
## 8985                      N            1937        1984                 West
## 8987                      N            1062        1993            Northeast
## 8989                      N            1225        1994                South
## 8990                      Y             548        2012                 West
## 8991                      N            1659        1997                 West
## 8993                      N            2229        1990            Northeast
## 8994                      N            2801        1999                 West
## 8996                      N            3104        1996                South
## 8997                      N             208        1989                South
## 8998                      N            4335        1990            Northeast
## 8999                      Y            3436        1997                 West
## 9000                      N            1408        2010            Northeast
## 9002                      N             887        2006              Midwest
## 9004                      N            1957        1995                South
## 9005                      N             759        2004            Northeast
## 9006                      N            5052        2003            Northeast
## 9007                      N            2786        2008            Northeast
## 9008                      N            3281        1999            Northeast
## 9010                      N            1325        2005              Midwest
## 9011                      N            1564        1993                South
## 9012                      N            4980        2005                South
## 9013                      N             794        2012                South
## 9014                      N             876        1968                South
## 9018                      Y            4596        1994                South
## 9019                      N            1060        1981                South
## 9020                      Y             761        2011                South
## 9021                      N            3208        1998            Northeast
## 9022                      N            1299        1993              Midwest
## 9023                      N            3621        2007                 West
## 9024                      N            3426        1998              Midwest
## 9025                      N            5032        1956            Northeast
## 9027                      N            4509        1958                South
## 9028                      N            3938        1997                 West
## 9030                      N            3054        1984                South
## 9031                      N             979        1996              Midwest
## 9032                      N            3922        1986            Northeast
## 9033                      N            2210        1998                 West
## 9034                      N            3233        1997                 West
## 9036                      N            1985        2011                South
## 9037                      N            1070        1995            Northeast
## 9038                      N            3039        1999                South
## 9039                      Y            5096        2004                 West
## 9041                      N            1468        1976                 West
## 9042                      N            2946        1995              Midwest
## 9043                      N            1245        2005            Northeast
## 9044                      N             810        2001            Northeast
## 9045                      N            1853        2007              Midwest
## 9046                      N            4726        1988              Midwest
## 9047                      N            2644        1981              Midwest
## 9048                      N            1264        2013                South
## 9049                      N            4522        2004                 West
## 9050                      N            3275        1995            Northeast
## 9051                      N             212        1934              Midwest
## 9052                      N            1510        1947                 West
## 9053                      Y            3419        2001                 West
## 9054                      N            4098        2010                South
## 9056                      N            2118        2001            Northeast
## 9057                      N             196        2008              Midwest
## 9058                      N            2284        2005                 West
## 9060                      N            2894        1997            Northeast
## 9061                      N             267        1989            Northeast
## 9062                      N            1400        1979            Northeast
## 9063                      N            1860        2005                South
## 9064                      N            2366        1997                 West
## 9065                      N             126        1998            Northeast
## 9066                      N            4349        2004            Northeast
## 9068                      N            2108        1959            Northeast
## 9069                      N            1698        2012                South
## 9070                      N            1003        1970              Midwest
## 9071                      N             149        2013              Midwest
## 9072                      N             290        1976              Midwest
## 9075                      Y             555        2002            Northeast
## 9076                      N             218        1984            Northeast
## 9077                      N            3196        1996              Midwest
## 9078                      N            1306        1972                South
## 9079                      N            1203        1999              Midwest
## 9080                      Y            2714        2013            Northeast
## 9081                      N            2893        1998                South
## 9082                      N             301        1968              Midwest
## 9083                      N            1192        1999                South
## 9084                      N             337        2000              Midwest
## 9085                      N             626        2005              Midwest
## 9088                      N            1701        2010                South
## 9089                      N            3367        1993            Northeast
## 9090                      N            2594        2000                 West
## 9091                      N             114        1999                 West
## 9092                      N            2899        1997                 West
## 9093                      N            2805        1951            Northeast
## 9094                      N             849        1993            Northeast
## 9096                      N            2588        1998                 West
## 9097                      N            3214        1998                South
## 9099                      N             823        1987                South
## 9100                      N            3302        1954            Northeast
## 9101                      N            2662        2003               Island
## 9103                      N            3012        2009              Midwest
## 9104                      N            1104        2002                South
## 9105                      N             757        2001              Midwest
## 9106                      N              68        2001                 West
## 9107                      N            3521        1986                South
## 9108                      N            2006        2007                South
## 9111                      N             520        2005            Northeast
## 9113                      N            1901        2007                South
## 9114                      N              76        1985                South
## 9115                      N            1567        1993                 West
## 9118                      N             453        1947                 West
## 9119                      N            2659        1997                 West
## 9120                      N            1954        2007              Midwest
## 9122                      N            3206        2007                South
## 9123                      N            1088        1981                South
## 9124                      N            2668        2009            Northeast
## 9125                      N            3000        1995            Northeast
## 9127                      N             720        1999              Midwest
## 9128                      Y            3395        2006                South
## 9129                      N            3092        1995                 West
## 9130                      N            1075        1986                 West
## 9132                      N             437        2001            Northeast
## 9133                      N            2721        2004                 West
## 9135                      N             622        1954              Midwest
## 9136                      N            4755        1993            Northeast
## 9137                      N            6027        1987                South
## 9138                      N            6492        2001                 West
## 9139                      N            1343        2012                South
## 9140                      Y            3429        2009            Northeast
## 9141                      N            2119        1968                 West
## 9142                      N            1842        2009                 West
## 9143                      N            6748        2008            Northeast
## 9144                      N            1887        1984                 West
## 9145                      N            1782        1985            Northeast
## 9146                      N            1168        2005            Northeast
## 9147                      N             184        1981            Northeast
## 9148                      N            4851        1996            Northeast
## 9149                      N            2588        1985                 West
## 9150                      N             767        1996                South
## 9151                      N             332        2008                South
## 9152                      Y            2457        1973                South
## 9153                      N             177        2010              Midwest
## 9154                      Y            5349        1991                South
## 9155                      N            1281        2004                South
## 9157                      N            3064        1999            Northeast
## 9159                      N            2965        2012                 West
## 9160                      Y            1862        1997                 West
## 9161                      N            1967        2011            Northeast
## 9162                      N            1188        1971                 West
## 9164                      N            2792        1987              Midwest
## 9166                      N             688        2012            Northeast
## 9167                      N            1422        2013            Northeast
## 9168                      N            2275        1946                South
## 9169                      N            2000        1983            Northeast
## 9170                      Y            5761        1934            Northeast
## 9171                      N            4532        1985                 West
## 9172                      N             929        2009                 West
## 9173                      N            4255        2001            Northeast
## 9174                      N             834        2006                South
## 9175                      N             444        1959                South
## 9176                      Y             486        2010                South
## 9178                      N              69        1987              Midwest
## 9179                      N             633        1998                 West
## 9180                      N            3433        2005                 West
## 9181                      N            2114        1996                 West
## 9183                      N            1534        1979                South
## 9184                      N            1065        2008              Midwest
## 9186                      N            1193        1972                South
## 9187                      N             558        1996                 West
## 9188                      Y            1286        1977                South
## 9189                      N            1375        2011                South
## 9190                      N            3151        2000                South
## 9191                      N             853        1961                 West
## 9195                      Y            1688        1971                South
## 9197                      Y             950        2006                South
## 9199                      Y             537        1994                 West
## 9200                      Y            1546        1993              Midwest
## 9201                      N            5179        1998                South
## 9202                      N            1882        1968                South
## 9204                      N            2475        2003                South
## 9205                      N             682        1985            Northeast
## 9206                      N             649        2009                South
## 9207                      N             405        1987                South
## 9209                      N             460        2006                 West
## 9210                      N            1164        2005              Midwest
## 9211                      N            4144        1992            Northeast
## 9213                      N            1783        2010                 West
## 9216                      N            4475        1996              Midwest
## 9217                      N             893        1979                 West
## 9218                      N             816        1978              Midwest
## 9219                      N             496        1975              Midwest
## 9220                      N             321        2004              Midwest
## 9221                      N            3344        2007            Northeast
## 9222                      N            3953        1999                South
## 9223                      N            1687        2003              Midwest
## 9224                      N            5367        2002                South
## 9225                      N             488        1958                 West
## 9226                      N            1704        2008            Northeast
## 9227                      N              20        1975                South
## 9228                      Y            2471        1999                 West
## 9229                      N             919        1988                South
## 9231                      N            2106        1979                South
## 9232                      N            1270        2005            Northeast
## 9233                      N            2078        2007                 West
## 9235                      N             488        1977                 West
## 9236                      Y            1530        2012            Northeast
## 9238                      N             488        2010                South
## 9239                      Y            1131        1997                 West
## 9240                      Y            1008        2007                South
## 9242                      N            3635        1986                South
## 9243                      N            3730        1994            Northeast
## 9244                      N            2535        2011                 West
## 9245                      N            2240        2001                South
## 9246                      N            1575        2003               Island
## 9247                      N             337        2004            Northeast
## 9248                      N            1880        2001            Northeast
## 9249                      N            1365        1984                 West
## 9250                      N             391        2004                 West
## 9251                      N            2391        1998                South
## 9252                      N            3136        1981              Midwest
## 9253                      N            2887        2002                 West
## 9254                      N            3936        1984                South
## 9255                      N             182        2011                 West
## 9256                      N            5453        2005            Northeast
## 9258                      N            2825        1999            Northeast
## 9261                      N             781        1944                South
## 9262                      N            6039        2013              Midwest
## 9263                      N            2894        2004                 West
## 9265                      Y             979        2000            Northeast
## 9266                      N            1844        1950                 West
## 9267                      N            2064        2009              Midwest
## 9268                      N            1803        2000                South
## 9269                      N             252        1997            Northeast
## 9270                      Y            1890        2008                 West
## 9271                      N            2450        2012            Northeast
## 9272                      N            3064        2004                 West
## 9273                      N             377        2001              Midwest
## 9274                      N            3060        1982            Northeast
## 9275                      N            5235        2002              Midwest
## 9277                      N            1827        1992                South
## 9278                      N             127        1985                 West
## 9279                      N            4090        2002                 West
## 9280                      N            3160        1973            Northeast
## 9281                      N            1878        1936                 West
## 9282                      N            3397        1980                South
## 9283                      N            5185        2008            Northeast
## 9284                      N             857        1981              Midwest
## 9286                      N            1437        1984              Midwest
## 9287                      Y            2660        2004                South
## 9288                      N            3196        1985                 West
## 9290                      N             995        2000                South
## 9292                      N            5228        2010                 West
## 9293                      N            4135        2003                 West
## 9294                      N            2330        2013                 West
## 9295                      N            4619        2011            Northeast
## 9296                      N            1074        1998                South
## 9297                      N            3369        1971                South
## 9299                      N            2172        2006                South
## 9300                      N             666        1982                South
## 9301                      N            3051        2003              Midwest
## 9302                      Y            1194        2012                South
## 9303                      N            1366        2015            Northeast
## 9304                      N            2213        2012                South
## 9305                      N             626        1981                South
## 9306                      N             526        1998                South
## 9307                      N             442        1985              Midwest
## 9308                      N            2512        2006            Northeast
## 9309                      N            1582        1995            Northeast
## 9311                      N            1311        1999            Northeast
## 9312                      N            1445        2006                 West
## 9313                      N             596        1972            Northeast
## 9314                      N            2090        1990                South
## 9315                      N             199        2006                South
## 9316                      N            4812        1984            Northeast
## 9317                      N            3394        1982            Northeast
## 9318                      N             156        1992                South
## 9319                      N            2293        2007              Midwest
## 9320                      N            3253        2009            Northeast
## 9321                      N            4792        1993                 West
## 9322                      N            5876        1948            Northeast
## 9324                      N            5185        1997              Midwest
## 9325                      N            5536        1995                 West
## 9326                      N            3519        2009                 West
## 9327                      N            3521        2009                South
## 9328                      Y             702        1975                South
## 9329                      N            3338        2003            Northeast
## 9330                      N            2644        2000              Midwest
## 9331                      N             955        1978              Midwest
## 9333                      Y            2928        1937                 West
## 9335                      N            1809        2003                 West
## 9338                      N            1468        1997                 West
## 9339                      N            4214        1998                 West
## 9340                      N             632        1997                 West
## 9341                      N            3244        2005                South
## 9342                      N            1231        2001                 West
## 9343                      N            1627        1985            Northeast
## 9344                      N             196        1999            Northeast
## 9345                      N             673        1993            Northeast
## 9346                      N             377        2007            Northeast
## 9347                      Y            2663        1947              Midwest
## 9349                      N             787        2008              Midwest
## 9350                      Y            2079        2001              Midwest
## 9351                      N            4700        1998              Midwest
## 9352                      N            1725        2005                 West
## 9354                      Y            3438        1999                 West
## 9355                      Y            1885        1994            Northeast
## 9356                      N              69        1963              Midwest
## 9358                      N             791        1939            Northeast
## 9359                      N            1875        2013                 West
## 9360                      N            4131        2005              Midwest
## 9361                      N            1874        1999            Northeast
## 9362                      N            2082        1994                 West
## 9363                      N            1161        2014                South
## 9364                      N            3577        1995                 West
## 9365                      N            1173        1995            Northeast
## 9366                      N            1484        2001                 West
## 9367                      N            3022        2009                 West
## 9368                      N             368        2004                South
## 9369                      N             670        1984            Northeast
## 9371                      N             772        2006                 West
## 9372                      N            3858        2007            Northeast
## 9373                      N             989        2001                South
## 9374                      N            1934        2001            Northeast
## 9376                      Y            1799        1994            Northeast
## 9378                      N            4869        1989                 West
## 9380                      N             586        2013            Northeast
## 9381                      N            1639        2009                 West
## 9382                      N            1244        2006            Northeast
## 9383                      N             744        1998            Northeast
## 9384                      N             699        1987            Northeast
## 9385                      Y            1044        2011                South
## 9386                      Y            1643        1988                 West
## 9387                      N             698        2005            Northeast
## 9388                      N            1173        2002              Midwest
## 9390                      N            3489        2000                South
## 9392                      N             760        2013                 West
## 9393                      N            1836        1998                South
## 9394                      N            1775        1999              Midwest
## 9395                      N            2927        2010                South
## 9396                      N             221        1982              Midwest
## 9397                      N            3044        1945                South
## 9398                      N            2433        1994            Northeast
## 9400                      N            2449        1998                 West
## 9401                      N            1285        1968                 West
## 9402                      Y            1697        1980                South
## 9404                      N            3818        2001            Northeast
## 9405                      N             708        2005                 West
## 9406                      N            2041        2009                 West
## 9407                      N            1920        1988            Northeast
## 9408                      N            1724        1945              Midwest
## 9409                      N            1452        1962                 West
## 9410                      N             895        1988              Midwest
## 9411                      N            1895        2000                South
## 9412                      N            2436        2005            Northeast
## 9413                      N            3147        1960            Northeast
## 9414                      N             889        2011            Northeast
## 9415                      Y            1892        1977                South
## 9418                      N            3309        2004            Northeast
## 9419                      N            2035        1998                South
## 9420                      N              85        2013            Northeast
## 9422                      N            2511        2007                South
## 9423                      N            1501        2001                South
## 9425                      N            3511        2005                South
## 9426                      N            2809        2004            Northeast
## 9427                      N             295        2008                 West
## 9429                      N            2824        2005              Midwest
## 9430                      N            4813        2013            Northeast
## 9431                      N            4450        1997                South
## 9432                      N            2663        1996            Northeast
## 9433                      N             791        2004              Midwest
## 9436                      N            4546        2005                 West
## 9437                      N            4007        1934                South
## 9439                      N             800        2007              Midwest
## 9440                      N            4465        1998                 West
## 9441                      N            1458        1939                South
## 9444                      Y            3662        1980                South
## 9446                      N             724        1970            Northeast
## 9447                      N            1938        2000            Northeast
## 9449                      N            1011        2007            Northeast
## 9450                      N            2808        1973                South
## 9452                      N            1253        1989                South
## 9453                      N            2675        1984                 West
## 9455                      N            2758        2008                South
## 9456                      N            3571        1979                South
## 9457                      N            2496        1987                South
## 9459                      N            2356        2000                 West
## 9460                      N            2109        2004                South
## 9461                      N            2607        1987            Northeast
## 9463                      N            1385        1968                South
## 9464                      N            1503        2013                 West
## 9465                      N            2356        2001              Midwest
## 9466                      N             741        1984            Northeast
## 9467                      N             157        1982              Midwest
## 9468                      N            4896        1984                South
## 9469                      Y            2438        2008                South
## 9470                      N            1114        2005                 West
## 9471                      N             523        1993                 West
## 9472                      N            2540        2002            Northeast
## 9473                      N            2359        1999            Northeast
## 9474                      N            1295        1996              Midwest
## 9475                      N            1372        1999                South
## 9476                      N            5019        2010                South
## 9478                      N             232        1977                 West
## 9479                      N            4111        2012                South
## 9480                      N             941        2010                South
## 9481                      N             170        1975                 West
## 9482                      Y            3463        1978                South
## 9483                      Y            2513        1963                 West
## 9484                      N            3545        2009            Northeast
## 9485                      N            1063        2000                 West
## 9486                      N             736        2006            Northeast
## 9487                      N             413        2009                South
## 9488                      Y            4903        1994                 West
## 9489                      N            2281        2012              Midwest
## 9490                      N            4809        2004                 West
## 9491                      N            2855        2013                 West
## 9492                      Y            3501        1997                South
## 9493                      N            4712        2006              Midwest
## 9494                      Y            6590        1985                South
## 9495                      Y             197        1976            Northeast
## 9497                      N            4052        2005                South
## 9498                      N             183        1984            Northeast
## 9499                      N            4310        2005              Midwest
## 9500                      N            3139        2013                South
## 9501                      N             110        2010                 West
## 9503                      N             149        2007                South
## 9504                      N            3039        2007            Northeast
## 9505                      N             858        1975                South
## 9506                      N            1950        2003            Northeast
## 9507                      N            2323        2005              Midwest
## 9508                      Y             885        2010            Northeast
## 9509                      N             108        1998              Midwest
## 9510                      N            5618        2009                 West
## 9511                      N            1570        2010                 West
## 9513                      N            1040        1969                 West
## 9514                      N            1096        2007            Northeast
## 9515                      N            4816        1976            Northeast
## 9516                      N            2022        1953            Northeast
## 9517                      N            4951        1978                 West
## 9518                      N            2589        1993                 West
## 9521                      N            1661        2011                South
## 9522                      N             758        1971            Northeast
## 9523                      N            1807        1992                 West
## 9524                      N            3640        1988              Midwest
## 9525                      N            2003        1959                South
## 9528                      N            2157        2010                 West
## 9529                      N            3232        2007                South
## 9530                      Y            2373        2000                South
## 9531                      N             962        2003            Northeast
## 9532                      N             646        2012              Midwest
## 9533                      N            2883        1963            Northeast
## 9534                      N            1544        1974            Northeast
## 9535                      N            1932        1984               Island
## 9536                      N            2441        1991              Midwest
## 9537                      N             191        2001                South
## 9538                      N            6041        1968            Northeast
## 9539                      Y            1601        2013                South
## 9540                      N            1403        1978            Northeast
## 9541                      N            1768        2000              Midwest
## 9543                      N            5998        2006                 West
## 9544                      Y             533        2005                 West
## 9545                      N            1149        1959              Midwest
## 9546                      N            3429        2007            Northeast
## 9547                      N            5141        1978                South
## 9548                      N            1224        1989              Midwest
## 9549                      N             180        1963                South
## 9550                      N            2473        1972                 West
## 9551                      N            3083        1976                 West
## 9552                      Y            2916        1995                South
## 9553                      N            2556        2004              Midwest
## 9554                      N             386        2007                South
## 9556                      N             790        2011                South
## 9557                      N            1124        2007                 West
## 9560                      N            2841        1985                South
## 9561                      N            1349        2002                South
## 9562                      Y            3919        2011                 West
## 9564                      N            1493        2009            Northeast
## 9565                      N             778        1985            Northeast
## 9566                      N            1919        1963                 West
## 9567                      N             826        2004                 West
## 9568                      N            3691        1997                South
## 9569                      N            2305        2007                South
## 9570                      N             593        1976                South
## 9571                      N             360        1940                 West
## 9572                      N            3097        2007                South
## 9573                      N            3515        2004            Northeast
## 9574                      N            2907        1989            Northeast
## 9575                      N             298        1968            Northeast
## 9577                      N            5658        2005              Midwest
## 9578                      N            1256        2011                 West
## 9579                      N            1408        2007              Midwest
## 9581                      N             687        2001            Northeast
## 9582                      N            2371        1996                South
## 9583                      N            2811        1991               Island
## 9585                      N            2979        2010              Midwest
## 9586                      N             753        1992              Midwest
## 9587                      N            4076        1976            Northeast
## 9589                      N            1768        1994                 West
## 9591                      N            2635        1993                 West
## 9592                      Y            1681        1998                South
## 9593                      N            1136        1985            Northeast
## 9594                      N            2215        2001              Midwest
## 9595                      N            6646        1985                 West
## 9596                      N            2527        1958                South
## 9597                      N            1486        1997                 West
## 9598                      N             157        2010            Northeast
## 9599                      N             657        1986              Midwest
## 9600                      N            1424        2008                 West
## 9601                      N            3257        2001                 West
## 9602                      Y            1518        2001            Northeast
## 9604                      N            2226        2005                South
## 9605                      N            1218        1999                 West
## 9606                      N            2480        2007            Northeast
## 9607                      N              20        2005              Midwest
## 9608                      N             523        2013                 West
## 9609                      N            3328        1988                South
## 9610                      N             444        2007                 West
## 9611                      Y            3075        1995                South
## 9612                      N            2499        2002                South
## 9613                      N             951        1994                 West
## 9614                      N            2072        1985                South
## 9615                      N            2563        1941              Midwest
## 9617                      N             352        1996                South
## 9618                      N             448        1994                South
## 9619                      Y            1085        2001                South
## 9620                      N            2010        1976            Northeast
## 9621                      N            1687        1996                 West
## 9622                      N            1525        2010                South
## 9623                      Y            1790        1990                South
## 9624                      N              79        2008              Midwest
## 9625                      N            2275        2012                 West
## 9626                      N             194        1994                 West
## 9627                      Y            1194        2009              Midwest
## 9628                      N            2735        1952                 West
## 9629                      N             410        1998            Northeast
## 9630                      N            2065        1997            Northeast
## 9631                      N             456        1979            Northeast
## 9632                      N            4120        2009            Northeast
## 9633                      N              53        1966                 West
## 9634                      N             954        1995                South
## 9636                      N             257        2009              Midwest
## 9637                      N            1618        2010            Northeast
## 9638                      Y            3780        2002                South
## 9639                      N            1852        2000              Midwest
## 9640                      N            1988        1995            Northeast
## 9641                      N             106        1949            Northeast
## 9642                      N            2451        1994            Northeast
## 9643                      N             786        2001            Northeast
## 9645                      N            2902        1999              Midwest
## 9646                      N            4570        2005              Midwest
## 9647                      N             474        2008                 West
## 9648                      N            2258        1998                 West
## 9650                      N            3481        2014                 West
## 9651                      N            4481        2005                 West
## 9652                      N            2807        1990                 West
## 9653                      N             766        2004            Northeast
## 9654                      N            1308        1962            Northeast
## 9655                      N            1391        2008            Northeast
## 9657                      N             369        1956            Northeast
## 9658                      N            1309        1995                South
## 9659                      N            1829        1999                 West
## 9660                      N            2458        1988                South
## 9661                      N            3263        1990                 West
## 9663                      N            4832        2001                South
## 9664                      N            1865        2005            Northeast
## 9666                      N            3695        1968                South
## 9667                      N            2414        1996              Midwest
## 9669                      N            2001        2004              Midwest
## 9671                      N            1723        1994                 West
## 9672                      N            1249        2011            Northeast
## 9673                      N            1617        1951            Northeast
## 9676                      N              79        2002                South
## 9677                      N            1900        2012                South
## 9679                      N             786        2001                 West
## 9680                      Y            2513        2006                South
## 9681                      N            5669        2000                 West
## 9682                      N             566        1965              Midwest
## 9683                      N            1415        1997                South
## 9684                      N             166        1984              Midwest
## 9685                      N            1778        1977                South
## 9687                      N            4714        1986                 West
## 9688                      N            2923        1996                South
## 9689                      Y            1829        1992            Northeast
## 9690                      N             970        2005                South
## 9691                      N             836        2007                South
## 9692                      N            1576        1999                South
## 9693                      Y            1606        1998                 West
## 9695                      N            1126        2005              Midwest
## 9696                      N            4266        1951              Midwest
## 9697                      N            2732        2005                South
## 9699                      N            1950        2005              Midwest
## 9701                      N            2319        2004                 West
## 9702                      N             427        1977                South
## 9703                      N            3117        1990                South
## 9704                      N             770        1988                South
## 9706                      N            1148        1969                 West
## 9707                      N            1002        1997              Midwest
## 9708                      N            4559        2010            Northeast
## 9711                      N            3269        1998            Northeast
## 9712                      N            1846        2005                South
## 9713                      N            5207        1995                 West
## 9714                      N            5196        2015            Northeast
## 9715                      N            3648        1976                 West
## 9716                      N            3351        1997                South
## 9717                      N             317        1983              Midwest
## 9718                      N            2092        1975                 West
## 9719                      N             807        2008            Northeast
## 9720                      N            3735        2005                South
## 9721                      N            2919        1972                 West
## 9722                      N            3475        2010                South
## 9724                      N            2386        1995              Midwest
## 9725                      N            1462        2012            Northeast
## 9726                      N            2618        1999                 West
## 9727                      N            3315        1984            Northeast
## 9728                      Y            1911        1999                South
## 9731                      Y              46        1998            Northeast
## 9733                      N            3744        1999            Northeast
## 9734                      N            1455        1968            Northeast
## 9737                      N            1627        2011            Northeast
## 9738                      N            2693        2000                 West
## 9739                      N            3233        1981                 West
## 9740                      N            1836        1999                 West
## 9741                      N            3103        1998            Northeast
## 9742                      N             763        2004                South
## 9743                      N            2127        1939                South
## 9745                      Y            1234        1997                South
## 9746                      N             176        2004            Northeast
## 9747                      N            2888        2005              Midwest
## 9748                      N            1728        1940                 West
## 9749                      N            1792        2001            Northeast
## 9750                      N            1981        2005                South
## 9751                      Y            6051        1991                 West
## 9752                      N            1318        2006                South
## 9753                      N            5958        2010                South
## 9755                      N            5092        2013                South
## 9756                      N            1871        1981                 West
## 9757                      N             413        1984              Midwest
## 9758                      N            2925        1975                 West
## 9759                      N            3544        1998                South
## 9760                      N            1255        1996            Northeast
## 9761                      N             211        1996                South
## 9762                      N            4655        2013            Northeast
## 9765                      N            1270        1999            Northeast
## 9767                      N            4978        2004                South
## 9768                      Y             271        1999                 West
## 9769                      N            3676        2004            Northeast
## 9770                      N            4413        1941              Midwest
## 9771                      N            2996        1945                South
## 9772                      N            1746        1940            Northeast
## 9773                      N             538        2005            Northeast
## 9774                      N            2969        1998                 West
## 9775                      N            2789        1997              Midwest
## 9776                      N            6794        1998                South
## 9777                      N            2185        1940                 West
## 9778                      N            3764        1969                South
## 9779                      N            1503        2001            Northeast
## 9780                      N            6366        1999                South
## 9781                      N             157        2006            Northeast
## 9782                      N             530        1993                 West
## 9783                      N             107        1976                 West
## 9784                      N            6130        1955              Midwest
## 9785                      N            2565        2001                South
## 9786                      N             815        2007                 West
## 9788                      N            4196        2000            Northeast
## 9790                      N            1094        2005                South
## 9791                      N            3931        1985              Midwest
## 9792                      N            2215        2001                 West
## 9793                      N            4171        2004                South
## 9795                      N            3653        1957            Northeast
## 9797                      N            1539        1994              Midwest
## 9798                      N            2024        2011            Northeast
## 9799                      N            4025        2012                 West
## 9800                      N             228        2005                South
## 9801                      N             642        1997            Northeast
## 9802                      N            1222        2007            Northeast
## 9803                      N            2181        2009                South
## 9804                      N            2802        2001                South
## 9805                      N            1400        2004                South
## 9806                      N             250        1999                South
## 9807                      N            2251        1995                 West
## 9808                      N             860        1992                South
## 9809                      N            2473        1999              Midwest
## 9810                      N              91        2012            Northeast
## 9811                      N            3037        1988                South
## 9812                      N            5614        2012            Northeast
## 9813                      N            3308        1991              Midwest
## 9814                      N             191        1994            Northeast
## 9815                      N            1617        2014                South
## 9818                      N            1450        2012              Midwest
## 9820                      N             596        2005                South
## 9821                      N            3474        2001                South
## 9823                      N             678        1975                 West
## 9824                      N            2706        1988            Northeast
## 9825                      N            2529        2012                 West
## 9826                      N            1752        1989                 West
## 9828                      N             947        2012            Northeast
## 9829                      N            5298        1991              Midwest
## 9830                      N            1989        1991            Northeast
## 9831                      N             921        2007            Northeast
## 9833                      N             372        2005                 West
## 9834                      N             492        1998                 West
## 9835                      N            3050        1987                South
## 9836                      N            5169        1999                 West
## 9837                      N            3050        1998            Northeast
## 9838                      N            4124        1979            Northeast
## 9839                      N            1613        1998                South
## 9840                      N            2885        2012                 West
## 9841                      N            1405        1977                South
## 9842                      N            4469        2003              Midwest
## 9843                      N             867        2007              Midwest
## 9844                      N            3915        2005              Midwest
## 9845                      N             845        1978                 West
## 9846                      N             864        1954                South
## 9847                      N             589        1999                South
## 9848                      N            1243        1997            Northeast
## 9849                      Y            4903        1997                South
## 9850                      N             923        2009              Midwest
## 9851                      N            2216        1997              Midwest
## 9852                      N            4678        2000            Northeast
## 9854                      N             923        1964              Midwest
## 9855                      Y            3568        1948                South
## 9856                      N            1488        2011                 West
## 9858                      N            3729        1998                South
## 9860                      N            2301        1978              Midwest
## 9862                      N            1877        1986            Northeast
## 9863                      N             809        1991              Midwest
## 9864                      N            3232        2005                South
## 9865                      N            2809        2005            Northeast
## 9867                      N            1738        2005              Midwest
## 9869                      Y            2019        1997                South
## 9870                      N            3719        2006                South
## 9872                      Y            2600        1985                 West
## 9873                      N              26        1996                South
## 9874                      N            1858        2001                South
## 9875                      N             826        1994            Northeast
## 9876                      N            1881        2003                South
## 9877                      Y            2848        2015            Northeast
## 9878                      N             818        1995                South
## 9879                      N            2796        1970            Northeast
## 9880                      N            2662        1993                South
## 9881                      N             623        2010                South
## 9882                      Y            1847        2003            Northeast
## 9883                      Y            2387        1994                South
## 9884                      N            2688        2000                South
## 9886                      N            1045        1971            Northeast
## 9887                      N            2346        2010              Midwest
## 9888                      N            2145        1993            Northeast
## 9889                      N            3127        1992              Midwest
## 9890                      N            2510        1999            Northeast
## 9891                      N            4296        1968                 West
## 9892                      N            1275        2013              Midwest
## 9893                      N            3183        2001               Island
## 9894                      N            3386        1998                 West
## 9896                      N            2660        1982              Midwest
## 9897                      N            1127        1998                 West
## 9901                      N             655        1999                South
## 9902                      N            4015        2012                South
## 9903                      N            1834        2005            Northeast
## 9904                      Y            1923        2006                South
## 9905                      Y            3585        1950            Northeast
## 9906                      N             381        1997                South
## 9907                      N            1747        2000            Northeast
## 9908                      N             783        2006              Midwest
## 9909                      N             636        2005                South
## 9910                      N            3958        1985                South
## 9911                      N             616        1993              Midwest
## 9912                      N             994        2001              Midwest
## 9914                      N             815        1978            Northeast
## 9915                      N            3638        1957                South
## 9917                      N             176        2003              Midwest
## 9918                      N            1065        1998                 West
## 9919                      N            1417        1994                South
## 9920                      Y            1232        1992            Northeast
## 9921                      N            2845        2009                 West
## 9922                      N            1447        1988            Northeast
## 9923                      N            1415        1998                 West
## 9924                      N            1282        1994                 West
## 9925                      N            4416        1968                South
## 9926                      N            1573        1984              Midwest
## 9928                      Y            2650        1998                 West
## 9930                      N            1368        2001                 West
## 9931                      N            4134        2009              Midwest
## 9932                      Y             374        1979                 West
## 9934                      N            2264        2007            Northeast
## 9936                      N            2988        1994            Northeast
## 9938                      N            1353        1992                South
## 9939                      N            3446        2008                South
## 9940                      N            1441        1982                South
## 9941                      N             506        1981              Midwest
## 9942                      N            3052        2009                South
## 9944                      N            2022        2006               Island
## 9945                      N            1732        2005              Midwest
## 9946                      N             588        2001            Northeast
## 9947                      N            3455        2001            Northeast
## 9948                      N            4713        1997                South
## 9949                      Y            1087        1998                South
## 9950                      N            2457        2011                 West
## 9953                      N             782        2000                 West
## 9954                      N            4073        1980            Northeast
## 9955                      N            1722        1992                South
## 9956                      N            4299        1989            Northeast
## 9957                      N            3960        1981              Midwest
## 9958                      Y            2819        1998                South
## 9959                      N            2097        2008            Northeast
## 9960                      Y            3013        1991                South
## 9961                      N             954        1973            Northeast
## 9962                      N            1012        1999            Northeast
## 9963                      N            4254        2005              Midwest
## 9964                      N            4826        1983                South
## 9965                      N             269        2009                South
## 9966                      N             863        2008            Northeast
## 9967                      N            2810        1999                 West
## 9968                      N            3360        2009                 West
## 9969                      Y             309        2010                South
## 9970                      N            4173        1986                South
## 9972                      N            1408        1978                South
## 9973                      N            1644        2009            Northeast
## 9974                      N            1035        1984            Northeast
## 9975                      N             378        2006              Midwest
## 9977                      N            3509        2006            Northeast
## 9978                      N            4392        1969                South
## 9979                      N            2805        2010                South
## 9982                      N            1833        1995            Northeast
## 9983                      N            2328        1970            Northeast
## 9984                      N            3112        1963                 West
## 9985                      N            3917        2001            Northeast
## 9987                      N            3156        1958                South
## 9988                      N             786        2001                South
## 9989                      N            1893        1995              Midwest
## 9990                      N            2231        2005              Midwest
## 9991                      N             843        1977                 West
## 9992                      N            2383        1978            Northeast
## 9993                      Y             753        2001              Midwest
## 9994                      N            1672        1961              Midwest
## 9995                      N             489        1985              Midwest
## 9996                      N            2452        1946              Midwest
## 9999                      N            1711        2006            Northeast
## 10001                     N            1925        1986                 West
## 10002                     N            2136        1998            Northeast
## 10003                     N             242        1993                 West
## 10004                     N            1343        2004                 West
## 10005                     N            1976        2009                 West
## 10007                     N            2816        1974            Northeast
## 10009                     N            1593        2009                 West
## 10010                     N            3025        1995                South
## 10011                     N            2344        1985              Midwest
## 10012                     N             163        2010            Northeast
## 10013                     N             456        2009               Island
## 10014                     N             513        1993                South
## 10015                     N             170        1998                South
## 10016                     N            5002        2007              Midwest
## 10018                     N            1858        1964              Midwest
## 10019                     Y             176        1998                 West
## 10020                     N            3200        1978              Midwest
## 10021                     N            2127        1972                 West
## 10022                     N            4817        2000              Midwest
## 10023                     Y              27        2005                 West
## 10024                     N            4683        1984                South
## 10025                     N            1837        2008                South
## 10026                     N            2426        1995            Northeast
## 10027                     Y            1588        1996            Northeast
## 10029                     N            2826        2014                 West
## 10030                     Y             866        1958            Northeast
## 10031                     N            4871        1995                 West
## 10032                     N            2698        1981                South
## 10033                     N             348        2015            Northeast
## 10034                     N             821        2000                South
## 10035                     N            2854        2013              Midwest
## 10036                     N            5364        1986                South
## 10037                     N            2678        1994            Northeast
## 10038                     N            1777        1996            Northeast
## 10040                     N             451        2004                South
## 10043                     N            6181        1995                 West
## 10045                     N            3006        2001            Northeast
## 10046                     N            2248        1984            Northeast
## 10047                     N             874        1975                 West
## 10051                     N            3769        1996                 West
## 10052                     Y            1835        2007                 West
## 10053                     N            2249        1962              Midwest
## 10054                     N             345        2004                South
## 10057                     N             792        1969            Northeast
## 10058                     N            3560        1981                 West
## 10059                     N             214        1991            Northeast
## 10060                     N             337        1954            Northeast
## 10062                     N            4554        1989            Northeast
## 10063                     N            1846        2007                 West
## 10064                     N            4301        2005                South
## 10065                     N            2824        1997              Midwest
## 10066                     N             350        2000                 West
## 10067                     N            1333        2000                South
## 10068                     N            1799        1996              Midwest
## 10069                     N             501        1940            Northeast
## 10071                     N             490        1946            Northeast
## 10072                     N            3796        1991              Midwest
## 10073                     N             165        1997            Northeast
## 10076                     N             453        2006                 West
## 10077                     N            2068        2001              Midwest
## 10080                     N            5136        1981                South
## 10081                     N            2695        2005                 West
## 10082                     N            1418        1978                South
## 10087                     N             136        1997                 West
## 10089                     N            1892        2010            Northeast
## 10091                     N            3580        2009            Northeast
## 10092                     N            1430        1998                South
## 10094                     N            3763        2001               Island
## 10095                     N             882        1968                 West
## 10096                     N             746        1998                 West
## 10098                     N            1207        1953            Northeast
## 10099                     Y            1307        2001                South
## 10100                     N            2936        1969                 West
## 10101                     N            2564        1939                South
## 10102                     N            2734        2007               Island
## 10103                     N            3304        1994            Northeast
## 10104                     N            1098        1998                 West
## 10105                     N            2032        1987                 West
## 10106                     N            5958        1984            Northeast
## 10107                     N            1018        2006            Northeast
## 10108                     N              91        1991                South
## 10109                     N            3357        1977                South
## 10110                     N             903        1939            Northeast
## 10112                     N            2280        1977                 West
## 10113                     N             776        1988            Northeast
## 10114                     N            2929        1933                South
## 10115                     N            1899        1985              Midwest
## 10116                     N            2836        1986              Midwest
## 10117                     N             100        2004                South
## 10118                     N            6351        2010                 West
## 10119                     N             691        1977                South
## 10120                     Y             196        1989                 West
## 10121                     Y            3729        1969                South
## 10123                     N              87        1949              Midwest
## 10124                     N             237        2007              Midwest
## 10125                     N            1437        2004                South
## 10126                     Y             121        1998                South
## 10127                     N            2969        1976                South
## 10128                     N            3354        2001                 West
## 10130                     N            1270        1985              Midwest
## 10132                     N            1080        2004            Northeast
## 10135                     N            3737        2005              Midwest
## 10136                     Y            1967        1986                 West
## 10137                     N             122        2007              Midwest
## 10138                     N            4636        1945                 West
## 10139                     N            6118        1964                 West
## 10140                     Y            1051        2001                 West
## 10141                     N             293        1998                 West
## 10142                     N            1451        1996                South
## 10143                     N            5197        2000                South
## 10144                     N            2330        1998                South
## 10145                     Y            2163        1939            Northeast
## 10146                     N            2772        1993                South
## 10149                     N            2898        2010            Northeast
## 10150                     N            3673        1986              Midwest
## 10152                     N            2961        1993                South
## 10153                     N            3717        1996              Midwest
## 10154                     Y            4819        2001                 West
## 10155                     N             546        1965                South
## 10156                     N            1424        1999            Northeast
## 10158                     N             567        2006                South
## 10159                     N            1096        2007              Midwest
## 10162                     N            1600        1943            Northeast
## 10163                     N            4022        1998            Northeast
## 10164                     Y            3134        2014                 West
## 10165                     N            1690        1996                 West
## 10166                     Y             318        1959                South
## 10168                     N            2208        2011                South
## 10170                     N             248        2004              Midwest
## 10171                     N              32        2001            Northeast
## 10172                     N            2330        1964                South
## 10173                     N            1246        1999            Northeast
## 10174                     Y            4882        2004                South
## 10175                     N            3450        1987                South
## 10176                     N             694        1997                 West
## 10177                     N            3473        2001            Northeast
## 10178                     Y             166        1992                South
## 10179                     N            4449        2003                 West
## 10180                     N            2231        1996              Midwest
## 10182                     N            4439        2004                South
## 10183                     N            2565        2002                South
## 10184                     N            4387        1960            Northeast
## 10185                     N            2526        2004            Northeast
## 10186                     N            3424        2009                 West
## 10187                     N            5984        2003              Midwest
## 10188                     N             844        1987            Northeast
## 10189                     Y            1402        1987                 West
## 10190                     N            4796        2010                 West
## 10191                     N            5088        2008                South
## 10192                     N             548        1960                South
## 10193                     Y            1430        1994                South
## 10194                     N            1950        2013                South
## 10195                     Y             803        1993                 West
## 10196                     N            3151        1958            Northeast
## 10197                     N            3569        2001              Midwest
## 10198                     N             183        2015                South
## 10199                     N            1749        2004                 West
## 10200                     Y             465        2000            Northeast
## 10201                     N            4246        1960                South
## 10202                     N            1208        1996              Midwest
## 10203                     N            2655        1989                South
## 10204                     N             436        2013                South
## 10206                     N            2924        1937                 West
## 10208                     N            2406        1997                South
## 10209                     N             227        1998                South
## 10210                     N             466        1960                 West
## 10212                     N            5853        1999                 West
## 10214                     N            2357        1976            Northeast
## 10215                     N            2877        1984                 West
## 10216                     N            1904        1990            Northeast
## 10218                     N            5824        1989            Northeast
## 10219                     N              47        1988                 West
## 10220                     N            1321        1985                South
## 10221                     N            2886        2003            Northeast
## 10222                     N             935        2005                 West
## 10223                     N            1394        1995                South
## 10224                     N            3310        2007                South
## 10225                     Y             190        1984                South
## 10226                     Y             583        1959                South
## 10227                     N            1267        2006            Northeast
## 10228                     N             214        2008                South
## 10230                     N            1305        1986              Midwest
## 10231                     N            2076        2004                 West
## 10232                     N            3370        2000            Northeast
## 10233                     N            2182        1997            Northeast
## 10234                     N              63        1990            Northeast
## 10236                     N            2435        1998            Northeast
## 10237                     N            2121        2007               Island
## 10239                     Y            2674        1954                 West
## 10240                     N            5378        2009            Northeast
## 10241                     N            2212        2010            Northeast
## 10243                     N            3342        1998            Northeast
## 10244                     N            1168        2012                South
## 10245                     N            2631        2006            Northeast
## 10246                     N            1130        2008                South
## 10247                     N            1030        2014                 West
## 10248                     N             269        2013                 West
## 10249                     N             141        1963            Northeast
## 10250                     N            4859        1959            Northeast
## 10251                     N            4192        2003            Northeast
## 10252                     N            2587        2009                 West
## 10253                     N            2211        1997              Midwest
## 10254                     N            1002        1973              Midwest
## 10256                     N            3912        1987            Northeast
## 10258                     N             203        2008            Northeast
## 10259                     N             882        1987            Northeast
## 10260                     N            1454        1974                 West
## 10262                     N            2983        2006                 West
## 10263                     N            1312        2009                South
## 10264                     Y             836        2006                South
## 10265                     Y             441        2011                South
## 10266                     N            3729        1997                South
## 10267                     N            1768        2005                South
## 10268                     N            4226        1997            Northeast
## 10269                     N            2011        1975                South
## 10270                     N             268        2000                South
## 10271                     N             770        2012            Northeast
## 10272                     Y              50        2009              Midwest
## 10273                     N             623        1993            Northeast
## 10274                     N            2089        2003                 West
## 10275                     N            2365        1985              Midwest
## 10277                     N            5470        2002            Northeast
## 10279                     N            3479        2012                South
## 10280                     Y            3434        1945                 West
## 10282                     N            1086        2011              Midwest
## 10283                     N            3591        1946               Island
## 10284                     N             641        1984              Midwest
## 10285                     N            2206        2010            Northeast
## 10287                     N            1151        1994            Northeast
## 10288                     N            1955        1966            Northeast
## 10289                     N            6057        1997                 West
## 10290                     N              76        2006              Midwest
## 10291                     N            2330        1992                 West
## 10292                     Y             765        2000                 West
## 10293                     N            2050        1992            Northeast
## 10294                     Y            1971        1986            Northeast
## 10295                     N            2604        2007              Midwest
## 10297                     N            1616        1987              Midwest
## 10298                     N            3722        2001              Midwest
## 10299                     Y            3397        2007                South
## 10300                     N            1665        2009                South
## 10301                     N             987        1997                 West
## 10303                     N            1956        1985              Midwest
## 10305                     N            3565        1971            Northeast
## 10306                     Y            2118        1966                 West
## 10307                     N            2981        1989            Northeast
## 10308                     Y             572        2013                South
## 10309                     N             781        1998                South
## 10310                     Y            2172        2011                 West
## 10312                     N             371        1998                 West
## 10313                     N            2897        2012            Northeast
## 10314                     N            2171        2004              Midwest
## 10315                     N             151        1981                South
## 10316                     N            2426        2005              Midwest
## 10317                     N             460        1989                South
## 10318                     N            3486        1997                South
## 10319                     N            1882        1999                South
## 10320                     N            4947        2005                 West
## 10321                     Y            3547        2001                 West
## 10322                     N             245        1977                 West
## 10323                     N             373        1981              Midwest
## 10324                     N            1656        2007            Northeast
## 10325                     N            3475        1952              Midwest
## 10326                     N            3759        2001                South
## 10327                     Y             911        2007                South
## 10328                     N            2659        1976              Midwest
## 10329                     N            2716        1982              Midwest
## 10330                     N            3006        1991                South
## 10332                     N            1128        2013                South
## 10333                     Y            2066        2004                South
## 10334                     N            1159        2005                 West
## 10335                     N            4418        2011                 West
## 10336                     N            1283        2013            Northeast
## 10337                     N             402        1998            Northeast
## 10338                     N             763        1981            Northeast
## 10341                     N            1018        1978            Northeast
## 10343                     N            2078        2011                 West
## 10344                     N            4157        1999              Midwest
## 10345                     N            2648        2002               Island
## 10346                     N            4136        1990            Northeast
## 10347                     N            3512        2009                South
## 10348                     N             464        1989            Northeast
##       prevailing_wage unit_of_wage full_time_position case_status
## 2          83425.6500         Year                  Y   Certified
## 5         149907.3900         Year                  Y   Certified
## 6          78252.1400         Year                  Y   Certified
## 7          53635.3900         Year                  Y   Certified
## 9          74362.1900         Year                  Y   Certified
## 10         67514.7600         Year                  Y   Certified
## 11         83588.5600         Year                  Y   Certified
## 12         70813.0900         Year                  Y      Denied
## 14        107196.0300         Year                  Y   Certified
## 16         74108.0200         Year                  Y      Denied
## 18         16132.6100         Year                  Y   Certified
## 19        150441.1300         Year                  Y   Certified
## 20         79948.1200         Year                  Y   Certified
## 21         71128.9800         Year                  Y      Denied
## 22        137694.9800         Year                  N   Certified
## 23         45642.3900         Year                  Y   Certified
## 25         71286.0400         Year                  Y   Certified
## 26         99489.6500         Year                  Y   Certified
## 27         86332.9500         Year                  Y   Certified
## 28        103029.3300         Year                  Y   Certified
## 29         40925.8600         Year                  Y   Certified
## 30        189190.4800         Year                  Y   Certified
## 31         79594.1200         Year                  N   Certified
## 33         72077.5700         Year                  N   Certified
## 34         81921.1800         Year                  Y   Certified
## 36         92421.9200         Year                  Y      Denied
## 37          2490.1200         Year                  Y      Denied
## 38        110817.2600         Year                  Y   Certified
## 40        125336.9000         Year                  Y   Certified
## 41         39633.3200         Year                  Y   Certified
## 42        156326.3300         Year                  N   Certified
## 44         54614.4200         Year                  Y   Certified
## 45         28989.8700         Year                  Y      Denied
## 46         22924.9100         Year                  Y   Certified
## 47         61567.7500         Year                  Y   Certified
## 48        156251.1700         Year                  Y   Certified
## 49         86022.0200         Year                  Y   Certified
## 50         49565.3700         Year                  Y      Denied
## 51         66191.4100         Year                  Y   Certified
## 52         95623.2000         Year                  N   Certified
## 53        115014.0500         Year                  Y   Certified
## 54         35018.0400         Year                  Y   Certified
## 56        113799.6400         Year                  Y   Certified
## 57         85854.0900         Year                  Y   Certified
## 58         14174.0400         Year                  Y   Certified
## 59         47176.8400         Year                  Y   Certified
## 60          4949.2800         Year                  Y   Certified
## 61         67410.5900         Year                  Y      Denied
## 62         58791.5800         Year                  Y   Certified
## 63           103.2216         Hour                  Y      Denied
## 64         62591.5700         Year                  Y   Certified
## 65        102919.5900         Year                  Y      Denied
## 66        123468.5600         Year                  Y   Certified
## 67         82324.6400         Year                  N      Denied
## 69        153019.9400         Year                  Y   Certified
## 70         38059.8900         Year                  Y   Certified
## 71           230.3270         Hour                  Y      Denied
## 72         61521.9200         Year                  Y   Certified
## 73        121316.5000         Year                  Y      Denied
## 75         47170.7600         Year                  Y   Certified
## 76           330.3743         Hour                  Y      Denied
## 78        107781.4800         Year                  Y   Certified
## 79           590.0203         Hour                  Y   Certified
## 80        194176.8300         Year                  Y      Denied
## 82        113882.3800         Year                  Y   Certified
## 83         70778.8200         Year                  Y      Denied
## 84         84125.4800         Year                  Y   Certified
## 85        174014.5900         Year                  Y   Certified
## 86         34213.1700         Year                  Y   Certified
## 87         79813.0500         Year                  N      Denied
## 88        113327.3400         Year                  Y      Denied
## 89         78893.6400         Year                  Y      Denied
## 90        140290.1600         Year                  Y   Certified
## 91        111926.0100         Year                  Y      Denied
## 92        125880.2100         Year                  Y      Denied
## 93           527.8901         Hour                  Y      Denied
## 94         49357.9500         Year                  Y   Certified
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## 99           395.9950         Hour                  Y      Denied
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## 129        37032.8300         Year                  Y   Certified
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## 140        47002.5300         Year                  N   Certified
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## 186          313.8350         Hour                  Y      Denied
## 187        88809.7400         Year                  Y   Certified
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## 210        62640.9400         Year                  N   Certified
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## 274          118.8400         Hour                  Y      Denied
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## 438        72239.4800         Year                  Y      Denied
## 439        88925.5900        Month                  Y      Denied
## 440        67086.0200         Year                  Y   Certified
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## 492        52988.1700         Year                  Y      Denied
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## 509        19311.8200         Year                  Y   Certified
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## 519          572.8227         Hour                  N      Denied
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## 537        34249.6700         Year                  Y   Certified
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## 542       130636.6800         Year                  Y   Certified
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## 549        53077.8800         Year                  Y   Certified
## 550        43231.4700         Year                  Y      Denied
## 553        90881.9600         Year                  Y      Denied
## 554       119767.2200         Year                  N   Certified
## 555        53669.9800         Year                  N   Certified
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## 558        21853.7400         Year                  Y      Denied
## 559       117998.4700         Year                  N      Denied
## 560        11404.5800         Year                  Y   Certified
## 561       122141.5500         Year                  Y      Denied
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## 563       103847.9000         Year                  Y   Certified
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## 566        97466.9100         Year                  Y   Certified
## 568       130563.1200         Year                  Y   Certified
## 570       109604.4000         Year                  Y   Certified
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## 572        80604.6600         Year                  N   Certified
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## 574        25942.0300         Year                  Y   Certified
## 576        60158.5900         Year                  Y   Certified
## 577       101026.3900         Year                  Y   Certified
## 578       149452.3000         Year                  Y   Certified
## 579       110382.9000         Year                  Y   Certified
## 580        44040.1100         Year                  Y   Certified
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## 584        60561.9500         Year                  Y   Certified
## 585        75815.3900         Year                  Y   Certified
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## 589        21428.5800         Year                  Y   Certified
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## 593        12210.0100         Year                  Y      Denied
## 594          862.3799         Hour                  Y      Denied
## 595        81285.8800         Year                  Y      Denied
## 596        29099.8100         Year                  Y   Certified
## 597       111681.6600         Year                  N   Certified
## 598       164341.9600         Year                  Y   Certified
## 601        35194.5100         Year                  Y   Certified
## 602        27978.0800         Year                  Y   Certified
## 603        99013.0200         Year                  Y   Certified
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## 605        94398.9700         Year                  Y   Certified
## 606        39917.2000         Year                  Y      Denied
## 607        70105.8000         Year                  N   Certified
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## 611        92324.9100         Year                  Y   Certified
## 612       117587.2600         Year                  Y   Certified
## 613        49684.2300         Year                  Y   Certified
## 614        47844.1200         Year                  N   Certified
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## 619       200084.9000         Year                  Y   Certified
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## 621       138622.7300         Year                  Y   Certified
## 622       105274.6500         Year                  Y   Certified
## 624       209993.7800         Year                  Y      Denied
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## 626        86235.9600         Year                  Y   Certified
## 627       144090.1900         Year                  Y   Certified
## 628       147054.8500         Year                  Y   Certified
## 629        73503.7200         Year                  Y   Certified
## 630       123316.7500         Year                  Y   Certified
## 633        28023.6800         Year                  Y   Certified
## 634        30393.5700         Year                  N   Certified
## 635            3.3188         Hour                  Y      Denied
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## 637        87165.0000         Year                  Y   Certified
## 638        58800.7600         Year                  Y   Certified
## 639        90643.9300         Year                  Y   Certified
## 641       153307.6200         Year                  Y      Denied
## 642        94134.4700         Year                  Y      Denied
## 645        74880.6500         Year                  Y   Certified
## 646        51840.3400         Year                  Y   Certified
## 647       110427.5700         Year                  Y   Certified
## 649       134356.0000         Year                  Y   Certified
## 650        21924.2100         Year                  Y   Certified
## 651        48191.1800         Year                  Y   Certified
## 653       146020.7400         Year                  N   Certified
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## 656        24055.3900         Year                  Y   Certified
## 657        15506.4000         Week                  Y   Certified
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## 662       118601.7200         Year                  Y      Denied
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## 664       102237.7400         Year                  Y   Certified
## 665        30409.9400         Year                  Y   Certified
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## 669        64938.7100         Year                  Y   Certified
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## 672       212159.1400         Year                  Y      Denied
## 674        59665.2800         Year                  Y      Denied
## 676       116867.5900         Year                  Y   Certified
## 677        98467.8800         Year                  Y   Certified
## 678        20185.7600         Year                  Y   Certified
## 679       140154.9100         Year                  Y   Certified
## 681       142176.7500         Year                  Y   Certified
## 683        35578.6100         Year                  Y      Denied
## 684       104895.3200         Year                  Y   Certified
## 685        31857.8800         Year                  Y   Certified
## 686         3732.4300         Year                  Y      Denied
## 687        92051.7100         Year                  Y   Certified
## 688       101086.7700         Year                  Y   Certified
## 689       110050.5400         Year                  Y   Certified
## 690        92835.6800         Year                  Y   Certified
## 691          574.2465         Hour                  Y      Denied
## 692       113043.1600         Year                  Y   Certified
## 693       148964.5300         Year                  Y   Certified
## 694        73401.2100         Year                  Y   Certified
## 695        62273.3900         Week                  Y   Certified
## 696       106725.3500         Year                  Y   Certified
## 698        53557.1800         Year                  Y   Certified
## 699        86368.9800         Year                  Y      Denied
## 701        41180.8400         Year                  Y   Certified
## 702        51177.1100         Year                  Y      Denied
## 703        26097.4500         Year                  Y   Certified
## 704        90711.5700         Year                  Y      Denied
## 705        27510.7800         Year                  Y   Certified
## 708        80373.1300         Year                  Y   Certified
## 711        31932.6900         Year                  Y   Certified
## 712       128946.0600         Year                  Y      Denied
## 713        24439.1800         Year                  Y   Certified
## 715        44233.5200         Year                  Y   Certified
## 716       101607.4900         Year                  N   Certified
## 718       126746.7900         Year                  Y   Certified
## 720       140381.5100         Year                  N   Certified
## 721       113603.0700         Year                  Y   Certified
## 722        14742.8000         Year                  Y   Certified
## 723        54639.4900         Year                  Y      Denied
## 725        45318.9300         Year                  Y   Certified
## 726        62003.2300         Year                  Y   Certified
## 727        84801.6300         Year                  Y   Certified
## 728        66781.7600         Year                  N   Certified
## 729        17561.4800         Year                  Y      Denied
## 730        25989.8500         Year                  Y   Certified
## 731        60321.9700         Year                  Y   Certified
## 733          225.6413         Hour                  Y   Certified
## 734        22871.5300         Year                  Y   Certified
## 735          382.2433         Hour                  Y      Denied
## 736       112102.9800         Year                  Y   Certified
## 737        95310.7400         Year                  Y   Certified
## 739          851.4471         Hour                  Y      Denied
## 740        26055.3000         Year                  Y   Certified
## 741       163906.8800         Year                  N   Certified
## 742        45833.7100         Year                  Y   Certified
## 743        28534.6700         Year                  Y   Certified
## 744        75796.8500         Year                  Y   Certified
## 745          724.0276         Hour                  Y   Certified
## 746        43425.9300         Year                  Y   Certified
## 747          698.9778         Hour                  Y   Certified
## 748        21765.1000         Year                  Y   Certified
## 749       157465.7400         Year                  Y   Certified
## 750          630.2337         Hour                  Y   Certified
## 751        23969.4500         Year                  Y   Certified
## 753       102986.3400         Year                  Y   Certified
## 754        88664.7700         Year                  Y   Certified
## 755       101292.3300         Year                  Y   Certified
## 756        18251.1000         Year                  Y      Denied
## 757       108690.7900         Year                  Y   Certified
## 758        88468.4100         Year                  Y      Denied
## 759       170788.7800         Year                  Y   Certified
## 760        69984.7900         Year                  Y      Denied
## 761        68640.8900         Year                  Y   Certified
## 762       129255.9100         Year                  Y   Certified
## 763        81707.9600         Year                  Y   Certified
## 764        60937.3500         Year                  Y   Certified
## 765       135441.4700         Year                  Y   Certified
## 766        65500.1900         Year                  Y   Certified
## 767       108235.7200         Year                  Y   Certified
## 768        31190.5600         Year                  Y   Certified
## 770       141020.0400         Year                  Y      Denied
## 771       155605.0200         Year                  Y   Certified
## 772        62446.6900         Year                  Y   Certified
## 773         9939.6700         Year                  Y   Certified
## 774         9693.0600         Year                  Y   Certified
## 776        77487.0800         Year                  Y   Certified
## 777        50417.7800         Year                  Y   Certified
## 778        76900.0500         Year                  Y   Certified
## 779        40475.4100         Year                  Y   Certified
## 780        46457.5300         Year                  Y   Certified
## 781          491.9991         Hour                  Y   Certified
## 782        38962.3400         Year                  Y   Certified
## 783        35244.7000         Year                  Y   Certified
## 784        72479.7600         Year                  N   Certified
## 785        13324.9100         Year                  N   Certified
## 786          438.8550         Hour                  Y      Denied
## 787        33645.7500         Year                  Y   Certified
## 788        39848.7800         Year                  N   Certified
## 790          868.2749         Hour                  N      Denied
## 792       143921.5800         Year                  Y      Denied
## 793        17773.5300         Year                  Y   Certified
## 794        87966.4700         Year                  Y   Certified
## 795        20314.1400         Year                  Y   Certified
## 796        22667.4600         Year                  N   Certified
## 797       108527.7900         Year                  Y   Certified
## 798        30077.2500         Year                  Y   Certified
## 799        26164.4700         Year                  Y      Denied
## 802          924.8300         Year                  Y      Denied
## 803        39353.2200         Year                  Y   Certified
## 805       119943.8800         Year                  Y      Denied
## 806        61680.2300         Year                  Y   Certified
## 809        80375.2500         Year                  Y   Certified
## 810        71113.2000         Year                  Y   Certified
## 811       116374.6900         Year                  Y      Denied
## 812          298.8956         Hour                  Y   Certified
## 813          185.2334         Hour                  Y      Denied
## 814        34770.1000         Year                  Y   Certified
## 815        98261.8500         Year                  Y   Certified
## 816        82110.6800         Year                  Y      Denied
## 817        87058.7800         Year                  Y   Certified
## 819        96786.8800         Year                  Y   Certified
## 821       171890.0500         Year                  Y   Certified
## 822        50282.8000         Year                  Y      Denied
## 823        27532.5200         Year                  Y   Certified
## 824        53970.4500         Year                  Y      Denied
## 825         4371.1400         Year                  Y   Certified
## 828       101072.9900         Year                  Y   Certified
## 829        82062.2900         Year                  Y   Certified
## 830       120260.9600         Year                  N   Certified
## 831       101824.5000         Year                  Y   Certified
## 832        34229.4500         Year                  Y   Certified
## 833       129701.9400         Year                  Y   Certified
## 835        27828.0800         Year                  Y      Denied
## 836        69435.5400         Year                  Y   Certified
## 837        10084.1100         Year                  Y      Denied
## 838        64888.1200         Year                  Y   Certified
## 839        47639.5600         Year                  Y   Certified
## 840           61.1329         Hour                  Y      Denied
## 841        87397.1900         Year                  Y   Certified
## 844       113260.0700         Year                  Y      Denied
## 846        75257.3000         Year                  Y   Certified
## 847       105748.8300         Year                  Y   Certified
## 848          122.5500         Hour                  Y   Certified
## 849          702.8717         Hour                  Y   Certified
## 850       109611.5500         Year                  Y   Certified
## 851          746.5986         Hour                  Y      Denied
## 852        72618.3500         Year                  Y   Certified
## 853          216.1500         Hour                  Y      Denied
## 854        97504.0700         Year                  N   Certified
## 855       142827.0700         Year                  N   Certified
## 856        75098.7900         Year                  Y      Denied
## 857       104593.3700         Year                  Y   Certified
## 858        18502.5000         Year                  Y   Certified
## 859       104044.4000         Year                  Y   Certified
## 860        18706.8600         Year                  Y   Certified
## 861        96192.5800         Year                  Y   Certified
## 862        25488.0900         Year                  Y      Denied
## 863        40804.6300         Year                  Y      Denied
## 864        58434.1500         Year                  N   Certified
## 865        20211.1000         Year                  Y      Denied
## 866        65759.7800         Year                  N   Certified
## 867       143194.8500         Year                  Y   Certified
## 869        70544.1200         Year                  Y   Certified
## 870        49248.0800         Year                  Y   Certified
## 871       103164.2600         Year                  Y   Certified
## 872       107772.4200         Year                  Y   Certified
## 873        65842.4000         Year                  Y   Certified
## 874        12759.6300         Year                  Y   Certified
## 875        38933.7000         Year                  Y      Denied
## 876       122324.2200         Year                  N   Certified
## 877           82.0029         Hour                  Y      Denied
## 879        89991.9500         Year                  Y   Certified
## 880       111021.0800         Year                  Y   Certified
## 881       206997.9300         Year                  Y      Denied
## 882        44332.3600         Year                  Y   Certified
## 883       152856.7900         Year                  N      Denied
## 885       215240.7000         Year                  Y   Certified
## 886        86070.8700         Year                  Y      Denied
## 888       109033.7200         Year                  Y   Certified
## 890          100.1000         Hour                  Y      Denied
## 891        45108.9200         Year                  Y      Denied
## 892        51408.5700         Year                  Y   Certified
## 893        40030.5600         Year                  Y   Certified
## 894        40223.9700         Year                  Y   Certified
## 895        56651.0900         Year                  Y   Certified
## 897       160323.8400         Year                  Y   Certified
## 898        91167.6400         Year                  Y   Certified
## 899        95415.3000         Year                  Y   Certified
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## 901        95920.8700         Year                  Y      Denied
## 903        71594.6200         Year                  Y      Denied
## 905       116577.9400         Year                  Y   Certified
## 906        60750.7900         Year                  Y   Certified
## 907        62213.4900         Year                  N   Certified
## 908        75757.9000         Year                  N      Denied
## 910        91772.5400         Year                  Y   Certified
## 912       172316.3900         Year                  Y   Certified
## 913        71078.6000         Year                  N   Certified
## 914       109177.7300         Year                  N   Certified
## 915       110328.1000         Year                  Y      Denied
## 916       137905.2800         Year                  Y      Denied
## 919        83274.1200         Year                  Y      Denied
## 920        62729.6900         Year                  N   Certified
## 921        37505.2600         Year                  Y   Certified
## 922        71707.3600         Year                  Y   Certified
## 924        14671.6500         Year                  Y   Certified
## 925        68952.0400         Year                  Y   Certified
## 926        24642.8500         Year                  Y   Certified
## 927       149133.3600         Year                  Y   Certified
## 928        28399.2200         Year                  Y   Certified
## 930          597.9000         Year                  Y   Certified
## 931        98871.5800         Year                  Y   Certified
## 932          240.7297         Hour                  Y   Certified
## 933         4855.3500         Year                  Y      Denied
## 934        58820.0800         Year                  Y   Certified
## 935        94129.2800         Year                  Y   Certified
## 936       123273.6800         Year                  Y   Certified
## 937        93179.7000         Year                  Y      Denied
## 938        56474.0800         Year                  Y      Denied
## 939        26803.3400         Year                  Y   Certified
## 941        72863.2000         Year                  Y   Certified
## 942       113052.4800         Year                  N   Certified
## 944        19383.2500         Year                  Y   Certified
## 946       132092.7000         Year                  Y   Certified
## 947        36364.2900         Year                  Y   Certified
## 948       105152.5700         Year                  N   Certified
## 950        43614.4900         Year                  Y   Certified
## 951        78916.9600         Year                  Y   Certified
## 952       138315.1400         Year                  Y   Certified
## 954        71761.3600         Year                  N   Certified
## 955        74635.0800         Year                  Y   Certified
## 957        74877.3900         Year                  Y      Denied
## 958        62891.2900         Year                  Y   Certified
## 960        99037.5700         Year                  N      Denied
## 961        97469.6900         Year                  Y      Denied
## 962        69825.5000         Year                  Y      Denied
## 963          276.7576         Hour                  Y      Denied
## 964         3435.9900         Year                  Y   Certified
## 965        32421.0500         Year                  Y      Denied
## 966       122187.3500         Year                  Y   Certified
## 967        62376.1200         Year                  Y   Certified
## 968        41360.5000         Year                  Y   Certified
## 969       103813.1500         Year                  Y   Certified
## 970       139924.1400         Year                  Y   Certified
## 971        32341.1200         Year                  Y   Certified
## 972        26217.3400         Year                  Y   Certified
## 973        65227.9900         Year                  Y   Certified
## 974        81132.1500         Year                  Y   Certified
## 975        79079.8700         Year                  Y   Certified
## 976       132150.7300         Year                  Y   Certified
## 977        98867.4700         Year                  Y   Certified
## 978          311.1659         Hour                  Y   Certified
## 979        41439.8700         Year                  Y   Certified
## 981        30497.9700         Year                  Y      Denied
## 982        89256.6800         Year                  Y   Certified
## 983        95016.9700         Year                  Y      Denied
## 984        16780.5700         Year                  Y   Certified
## 985        78553.0900         Year                  Y      Denied
## 987        29951.7200         Year                  Y   Certified
## 988       144548.8200         Year                  Y   Certified
## 989        50956.9900         Year                  Y   Certified
## 990        70892.1200         Year                  Y   Certified
## 992        39114.0300         Year                  Y   Certified
## 993       142300.5400         Year                  Y   Certified
## 994          314.2371         Hour                  Y      Denied
## 995        56495.9900         Year                  Y   Certified
## 996           47.4872         Hour                  Y   Certified
## 997       109711.8100         Year                  N      Denied
## 998       208952.0200         Year                  Y   Certified
## 1000       48947.8500         Year                  Y   Certified
## 1001         665.1571         Hour                  Y      Denied
## 1002      173345.7100         Year                  N   Certified
## 1003      124900.1600         Year                  Y   Certified
## 1005      121287.7200         Year                  N   Certified
## 1006         537.2994         Hour                  Y      Denied
## 1007       98771.7400         Year                  Y   Certified
## 1008      112264.8400         Year                  Y   Certified
## 1009       46305.5400         Year                  N      Denied
## 1010       40719.2600         Year                  Y   Certified
## 1011      144384.1000         Year                  Y   Certified
## 1012      112115.1100         Year                  N      Denied
## 1013       62010.9500         Year                  Y   Certified
## 1014       66828.9000         Year                  Y   Certified
## 1015       94932.0100         Year                  Y      Denied
## 1017       68950.7900         Year                  Y   Certified
## 1018      110781.9000         Year                  N   Certified
## 1019       44219.3500         Year                  Y      Denied
## 1020      110391.4200         Year                  Y   Certified
## 1021       21110.8200         Year                  Y   Certified
## 1022       40825.9800         Year                  Y      Denied
## 1023      116341.8300         Year                  Y   Certified
## 1024      117134.8400         Year                  Y   Certified
## 1025      122257.1600         Year                  Y   Certified
## 1026        5401.1400         Year                  Y   Certified
## 1027       53741.4800         Year                  Y   Certified
## 1028      150091.7900         Year                  Y   Certified
## 1029       33987.1700         Year                  Y      Denied
## 1031         231.1253         Hour                  Y   Certified
## 1032       38406.2900         Year                  Y   Certified
## 1033       78213.3700         Year                  Y   Certified
## 1034       63278.7500         Year                  Y   Certified
## 1035      170656.5500         Year                  N   Certified
## 1036       64310.9400         Year                  Y   Certified
## 1037       64069.5300         Year                  Y   Certified
## 1038      148046.9700         Year                  Y      Denied
## 1040       62170.4700         Year                  Y   Certified
## 1043         434.3017         Hour                  Y   Certified
## 1044       81492.5000         Year                  Y      Denied
## 1045      161041.9700         Year                  Y   Certified
## 1047       27952.9700         Year                  Y   Certified
## 1048       45594.6900         Year                  Y   Certified
## 1050       79230.6700         Year                  N   Certified
## 1052       52031.8100         Year                  Y   Certified
## 1054      140100.6500         Year                  Y      Denied
## 1055       88052.6500         Year                  Y   Certified
## 1056      118280.5200         Year                  Y      Denied
## 1057        8352.9900         Week                  Y      Denied
## 1058      114128.0100         Year                  Y   Certified
## 1059       49453.0800         Year                  Y   Certified
## 1060       81359.3500         Year                  Y   Certified
## 1061       91390.8400         Year                  Y   Certified
## 1062       59171.3100         Year                  Y   Certified
## 1063       53348.0000         Year                  Y   Certified
## 1065      100672.2800         Year                  Y   Certified
## 1067       54700.7000         Year                  Y   Certified
## 1068       93447.3500         Year                  Y   Certified
## 1070        9743.1600         Year                  Y   Certified
## 1071      103488.1100         Year                  N   Certified
## 1072       14610.3100        Month                  Y   Certified
## 1073      111803.2700         Year                  Y   Certified
## 1075       67520.8400         Year                  N   Certified
## 1076       74007.4900         Year                  Y      Denied
## 1077      123953.1600         Year                  Y   Certified
## 1078      146753.2700         Year                  Y   Certified
## 1079      114442.3500         Year                  Y      Denied
## 1080       76039.4400         Year                  Y   Certified
## 1082       12379.7800         Year                  Y      Denied
## 1084      147951.0500         Year                  Y   Certified
## 1085      176370.3400         Year                  Y   Certified
## 1087       90325.9400         Year                  Y      Denied
## 1088       31940.6800         Year                  Y   Certified
## 1089         254.7780         Hour                  Y   Certified
## 1093       74098.1600         Year                  Y   Certified
## 1094       60799.9500         Year                  Y   Certified
## 1095        1959.9700         Year                  N   Certified
## 1097       44966.6100         Year                  Y   Certified
## 1099       10580.0900         Year                  N      Denied
## 1100      115097.5400         Year                  Y   Certified
## 1101       41539.9600         Year                  Y   Certified
## 1102         423.9009         Hour                  Y   Certified
## 1103      120172.8800         Year                  Y   Certified
## 1104       45460.5800         Year                  Y   Certified
## 1105      141643.1000         Year                  N   Certified
## 1106       55450.8000         Year                  Y   Certified
## 1108      205407.1800         Year                  N   Certified
## 1109       43633.6900         Year                  N      Denied
## 1110       44724.9200         Year                  Y   Certified
## 1111       82810.1700         Year                  N   Certified
## 1112      154725.5300         Year                  Y   Certified
## 1114      115757.2900         Year                  N   Certified
## 1117       92773.5800         Year                  Y   Certified
## 1118       43581.4100         Year                  Y   Certified
## 1120       54679.9800         Year                  Y   Certified
## 1121       18277.8700         Year                  Y      Denied
## 1122      136443.0900         Year                  Y   Certified
## 1123       48603.1100         Year                  Y   Certified
## 1124         160.0882         Hour                  Y      Denied
## 1125       89551.4000         Year                  Y   Certified
## 1126       46574.4300         Year                  Y   Certified
## 1128      130762.7900         Year                  Y   Certified
## 1129      158559.8600         Year                  Y   Certified
## 1130       98946.9100         Year                  Y   Certified
## 1131       76870.4000         Year                  Y      Denied
## 1132      129136.9300         Year                  Y   Certified
## 1133      151701.9700         Year                  Y      Denied
## 1134      116179.4300         Year                  N   Certified
## 1135       95147.0400         Year                  Y   Certified
## 1136       75854.4900         Year                  Y   Certified
## 1138       89875.8300         Year                  N   Certified
## 1139      175683.3500         Year                  Y      Denied
## 1140      110798.5300         Year                  Y   Certified
## 1141      103400.4000         Year                  Y   Certified
## 1142       80454.6600         Year                  Y   Certified
## 1143       31191.2800         Year                  Y   Certified
## 1145          48.0065         Hour                  Y      Denied
## 1146       36450.8500         Year                  Y      Denied
## 1147       51448.5400         Year                  Y   Certified
## 1148          99.3492         Hour                  Y      Denied
## 1149      143988.0100         Year                  Y   Certified
## 1150       68707.7600         Year                  Y   Certified
## 1151        3103.1000         Year                  Y   Certified
## 1152       54769.7600         Year                  Y   Certified
## 1153       25029.8600         Year                  Y   Certified
## 1154       73435.3600         Year                  Y   Certified
## 1155      105576.9100         Year                  Y   Certified
## 1156       82708.2900         Year                  Y   Certified
## 1157      105267.8900         Year                  Y   Certified
## 1158         627.9543         Hour                  Y   Certified
## 1160       81402.9500         Year                  Y   Certified
## 1161       38556.2300         Year                  Y      Denied
## 1162      156883.8500         Year                  Y   Certified
## 1163      102544.0600         Year                  N   Certified
## 1164       21890.6200         Year                  Y   Certified
## 1165      150034.3800         Year                  Y   Certified
## 1166         178.5724         Hour                  Y   Certified
## 1167       42033.2000         Year                  Y   Certified
## 1169       76923.4900         Year                  Y      Denied
## 1170       50088.6900         Year                  Y   Certified
## 1171       73402.2800         Year                  Y   Certified
## 1172      136743.2900         Year                  Y   Certified
## 1173      217752.3800         Year                  Y   Certified
## 1174         660.6679         Hour                  Y      Denied
## 1175         737.4472         Hour                  Y      Denied
## 1176       42861.6500         Year                  Y   Certified
## 1177       28952.7600         Year                  Y   Certified
## 1178         649.6394         Hour                  Y      Denied
## 1179      124682.1000         Year                  Y   Certified
## 1180       45295.5700         Year                  Y   Certified
## 1181      123870.9600         Year                  Y   Certified
## 1184      127610.6200         Year                  Y   Certified
## 1185      111706.3100         Year                  Y   Certified
## 1187      128078.9700         Year                  Y   Certified
## 1189       85693.2200         Year                  Y      Denied
## 1190       39501.7900         Year                  N   Certified
## 1191       70186.6600         Year                  Y   Certified
## 1192       58960.9300         Year                  Y      Denied
## 1193       98190.1100         Year                  Y   Certified
## 1194      153304.1500         Year                  Y   Certified
## 1196      147492.2300         Year                  N   Certified
## 1198       81047.4900         Year                  Y   Certified
## 1199         504.3171         Hour                  Y      Denied
## 1201      124864.4800         Year                  Y   Certified
## 1202      197974.5900         Year                  Y   Certified
## 1205       91757.5100         Year                  Y   Certified
## 1206       67828.0300         Year                  Y   Certified
## 1208       74537.8800         Year                  Y   Certified
## 1209      108823.1500         Year                  Y   Certified
## 1210      102101.3100         Year                  Y   Certified
## 1211      115914.2500         Year                  Y   Certified
## 1212      130192.5600         Year                  Y   Certified
## 1214       57844.4700         Year                  N   Certified
## 1216          10.5551         Hour                  Y      Denied
## 1217         355.6130         Hour                  N      Denied
## 1218        4928.6800         Year                  Y      Denied
## 1219       87773.6400         Year                  N      Denied
## 1220       82414.9800         Year                  Y   Certified
## 1221       53366.3600         Year                  Y   Certified
## 1223      150646.8400         Year                  Y   Certified
## 1224       37720.3800         Year                  Y   Certified
## 1225       28481.2800         Year                  Y   Certified
## 1226         429.9500         Year                  Y   Certified
## 1227       61071.6200         Year                  Y   Certified
## 1228       74343.7000         Year                  Y   Certified
## 1229       25815.9800         Year                  Y   Certified
## 1230      156520.9400         Year                  Y   Certified
## 1231       54275.5500         Year                  Y   Certified
## 1232      101522.1500         Year                  Y   Certified
## 1233       23576.9400         Year                  Y   Certified
## 1234         594.7953         Hour                  Y      Denied
## 1235         784.2604         Hour                  Y   Certified
## 1236       71264.2600         Year                  Y   Certified
## 1237       72130.7600         Year                  Y   Certified
## 1238      153154.0200         Year                  Y   Certified
## 1239          16.4637         Hour                  Y      Denied
## 1240       41191.3800         Year                  Y   Certified
## 1241         205.2435         Hour                  Y   Certified
## 1242       33311.2200         Year                  Y      Denied
## 1244       35635.0600         Year                  Y      Denied
## 1245      212459.9000         Year                  Y   Certified
## 1246       80949.5300         Year                  Y   Certified
## 1247      114876.0700         Year                  Y   Certified
## 1248      130181.5900         Year                  Y   Certified
## 1249        1893.7500         Year                  Y   Certified
## 1250       47444.9800         Year                  Y   Certified
## 1251      101535.5200         Year                  Y   Certified
## 1252       28401.6000         Year                  Y   Certified
## 1254       31701.5800         Year                  Y   Certified
## 1255       55294.6400         Year                  Y      Denied
## 1257       92395.3900         Year                  Y   Certified
## 1258      107059.9700         Year                  Y   Certified
## 1259       26679.7600         Year                  Y      Denied
## 1261         109.3200         Hour                  Y   Certified
## 1262       53826.4600         Year                  Y   Certified
## 1263       88794.7100         Year                  Y      Denied
## 1265       70490.2500         Year                  Y   Certified
## 1266      103294.9400         Year                  Y   Certified
## 1267       42350.9800         Year                  Y   Certified
## 1268      114574.4800         Year                  Y   Certified
## 1269       55247.5500         Year                  Y      Denied
## 1271       24127.8600         Year                  Y   Certified
## 1272      180284.3500         Year                  Y   Certified
## 1273       53013.1000         Year                  N   Certified
## 1274       33990.0500         Year                  Y   Certified
## 1275       68463.9000         Year                  N   Certified
## 1276      166677.8000         Year                  Y   Certified
## 1277       73989.7000         Year                  N   Certified
## 1279      116630.4300         Year                  Y   Certified
## 1281       64782.7800         Year                  Y   Certified
## 1282      191710.8000         Year                  Y   Certified
## 1283       33440.8200         Year                  Y      Denied
## 1286       92497.0600         Year                  Y   Certified
## 1287       84860.3300         Year                  Y      Denied
## 1288      153215.2000         Year                  N   Certified
## 1289       83733.6100         Year                  Y   Certified
## 1290       79088.4800         Year                  Y   Certified
## 1291      132718.6900         Year                  Y   Certified
## 1292      116441.4200         Year                  Y   Certified
## 1293       33206.0200         Year                  Y   Certified
## 1294         539.4964         Hour                  Y   Certified
## 1296       92174.0800         Year                  Y      Denied
## 1297       30089.1000         Year                  Y   Certified
## 1300      124525.3800         Year                  N   Certified
## 1301       81410.3000         Year                  Y   Certified
## 1302         560.2798         Hour                  Y   Certified
## 1303       45176.5300         Year                  Y      Denied
## 1304       46573.7600         Year                  Y      Denied
## 1305       97247.2200         Year                  Y   Certified
## 1306       57334.1700         Year                  Y   Certified
## 1307       27050.9100         Year                  Y   Certified
## 1308       92869.4700         Year                  N   Certified
## 1310       61524.1200         Year                  Y      Denied
## 1311       60225.0000         Year                  Y      Denied
## 1313      135445.7200         Year                  Y   Certified
## 1314      123023.1000         Year                  Y      Denied
## 1315       71114.4500         Year                  Y      Denied
## 1316       87474.2800         Year                  Y      Denied
## 1317       80567.1600         Year                  Y   Certified
## 1318      116498.7000         Year                  Y   Certified
## 1319      100745.5900         Year                  Y   Certified
## 1321      104952.5400         Year                  Y   Certified
## 1323         826.7279         Hour                  Y      Denied
## 1324       64825.9000         Year                  Y   Certified
## 1326       92456.7300         Year                  Y   Certified
## 1327          89.5992         Hour                  Y      Denied
## 1328      137088.3800         Year                  Y   Certified
## 1329       29201.7900         Year                  Y      Denied
## 1330       73508.0600         Year                  Y      Denied
## 1331      136201.7700         Year                  Y      Denied
## 1332      111599.4300         Year                  Y      Denied
## 1333       54240.9400         Year                  Y   Certified
## 1334          17.5190         Hour                  Y   Certified
## 1335       19170.8200         Year                  Y      Denied
## 1336       64889.3600         Year                  N   Certified
## 1337      188640.4900         Year                  N   Certified
## 1338       69583.2800         Year                  Y      Denied
## 1340      144881.6200         Year                  Y   Certified
## 1342       92662.9500         Year                  Y      Denied
## 1343       53490.2600         Year                  Y   Certified
## 1345      120647.0300         Year                  N      Denied
## 1347          51.6812         Hour                  Y      Denied
## 1348       32384.4500         Year                  Y   Certified
## 1350       82828.9500         Year                  Y   Certified
## 1351       34791.4200         Year                  Y   Certified
## 1352       61134.9400         Year                  Y   Certified
## 1353       90513.5400         Year                  Y   Certified
## 1354      135100.1700         Year                  Y   Certified
## 1355      139279.2400         Year                  Y   Certified
## 1356       68427.1500         Year                  Y   Certified
## 1357       37256.8400         Year                  Y   Certified
## 1358       53992.8700         Year                  Y   Certified
## 1359      110169.6100         Year                  Y   Certified
## 1362      172647.1800         Year                  Y      Denied
## 1363       22497.0900         Year                  Y   Certified
## 1364      139057.4500         Year                  Y   Certified
## 1365         483.9891         Hour                  Y      Denied
## 1366       29808.9200         Year                  Y   Certified
## 1367       82368.5000         Year                  Y   Certified
## 1368       72230.2100         Year                  Y   Certified
## 1369       32003.9500         Year                  N   Certified
## 1370       54076.8900         Year                  Y   Certified
## 1371      139007.4400         Year                  Y   Certified
## 1373       34468.6800         Year                  Y      Denied
## 1374       59845.4000         Year                  Y   Certified
## 1375       32867.2900         Year                  Y   Certified
## 1376       20221.8700         Year                  Y   Certified
## 1377       76317.9500         Year                  Y   Certified
## 1378       75458.8000         Year                  N   Certified
## 1380       36997.1600         Year                  Y      Denied
## 1381       22085.0200         Year                  Y   Certified
## 1382      107157.7000         Year                  Y   Certified
## 1383      147882.4600         Year                  Y   Certified
## 1384      148406.2700         Year                  N   Certified
## 1386       68281.7300         Year                  Y      Denied
## 1387        2586.0500         Year                  N      Denied
## 1388       68129.0900         Year                  Y   Certified
## 1389        1526.5700         Year                  Y   Certified
## 1390       22196.8600         Year                  Y   Certified
## 1391       64023.9000         Year                  Y   Certified
## 1392        7239.0800         Year                  Y      Denied
## 1394         746.2808         Hour                  Y      Denied
## 1395       73354.9800         Year                  Y   Certified
## 1396      105990.9800         Year                  Y   Certified
## 1398       60587.3300         Year                  Y   Certified
## 1399       99232.4300         Year                  Y   Certified
## 1400       46453.7300         Year                  Y   Certified
## 1401       98876.3800         Year                  Y   Certified
## 1402      105072.4000         Year                  Y   Certified
## 1403       46333.5100         Year                  Y   Certified
## 1405       79494.6500         Year                  Y      Denied
## 1407       53783.9300         Year                  Y   Certified
## 1408        5324.6600         Year                  Y   Certified
## 1409       95887.8200         Year                  Y   Certified
## 1411       20330.5200         Year                  Y   Certified
## 1412       41225.4100         Year                  Y   Certified
## 1413      174702.9000         Year                  Y   Certified
## 1414       17993.3800         Year                  Y   Certified
## 1415      146066.4100         Year                  Y   Certified
## 1417       49111.2800         Year                  Y   Certified
## 1418       66846.8400         Year                  Y   Certified
## 1420       56203.2500         Year                  Y   Certified
## 1421      137362.7700         Year                  Y      Denied
## 1422      164308.3800         Year                  Y   Certified
## 1423       86751.8700         Year                  Y      Denied
## 1424       79221.0200         Year                  Y   Certified
## 1425       86580.4000         Year                  Y      Denied
## 1426       81043.7200         Year                  Y      Denied
## 1428       10332.4700         Year                  Y   Certified
## 1429       95080.0300         Year                  Y      Denied
## 1430       47422.7800         Year                  Y   Certified
## 1432       53804.4900         Year                  Y   Certified
## 1433       99865.6700         Year                  Y   Certified
## 1434       56975.7700         Year                  Y   Certified
## 1436       31579.1400         Year                  Y   Certified
## 1438       61440.8300         Year                  Y   Certified
## 1439       83202.7200         Year                  Y   Certified
## 1440      115350.1500         Year                  Y      Denied
## 1442       30991.3800         Year                  Y   Certified
## 1443       98991.5500         Year                  Y   Certified
## 1444         104.4900         Hour                  Y      Denied
## 1445      196098.3900         Year                  Y   Certified
## 1446       35436.6000         Year                  Y      Denied
## 1447      136661.8700         Year                  Y   Certified
## 1450       37301.1600         Year                  Y      Denied
## 1451       14630.3000         Year                  Y   Certified
## 1453       47472.4300         Year                  Y   Certified
## 1454       28063.3000         Year                  Y      Denied
## 1456       32900.4000         Year                  Y   Certified
## 1457       95227.8700         Year                  Y   Certified
## 1458      149262.8600         Year                  N   Certified
## 1459       31990.7500         Year                  Y   Certified
## 1461       97701.0100         Year                  Y   Certified
## 1462       35823.4700         Year                  Y   Certified
## 1463       51343.3900         Year                  Y   Certified
## 1464       56133.2300         Year                  Y      Denied
## 1465      101424.4600         Year                  Y   Certified
## 1466       97822.3400         Year                  Y   Certified
## 1467       29272.6100         Year                  Y   Certified
## 1468       13480.7500         Year                  Y      Denied
## 1469      115752.5700         Year                  N   Certified
## 1470       96715.6600         Year                  Y   Certified
## 1471      185938.2500         Week                  Y   Certified
## 1472       39306.0300         Year                  Y   Certified
## 1474       74094.4800         Year                  Y      Denied
## 1475       58285.0700         Year                  Y   Certified
## 1477       64920.2200         Year                  Y   Certified
## 1478      148824.0500         Year                  Y   Certified
## 1479      122465.2100         Year                  Y   Certified
## 1480        9371.9900         Year                  Y   Certified
## 1482      172541.7200         Year                  Y   Certified
## 1483       82569.0600         Year                  Y      Denied
## 1484        9454.8600         Year                  Y   Certified
## 1485       46332.4300         Year                  Y   Certified
## 1486         134.0617         Hour                  Y      Denied
## 1487        2421.1400         Year                  Y   Certified
## 1488       51749.9000         Year                  Y   Certified
## 1489       92564.3400         Year                  Y   Certified
## 1490       59595.2700         Year                  Y   Certified
## 1491         446.2400         Year                  Y   Certified
## 1493       12048.7400         Year                  Y      Denied
## 1494       43761.2500         Year                  Y   Certified
## 1495       78245.1800         Year                  Y   Certified
## 1498      123285.6900         Year                  N      Denied
## 1499       41392.7800         Year                  Y      Denied
## 1500       74696.2900         Year                  N   Certified
## 1501       91121.7900         Year                  Y      Denied
## 1502       91667.0500         Year                  Y   Certified
## 1505       31321.1800         Year                  Y   Certified
## 1506      107614.5900         Year                  Y   Certified
## 1508       32502.7400         Year                  N   Certified
## 1510         103.9300         Hour                  Y      Denied
## 1511       75492.6100         Year                  Y   Certified
## 1512        8533.3800         Year                  Y   Certified
## 1513       58729.5300         Year                  Y   Certified
## 1514       42976.8200         Year                  Y      Denied
## 1515      165262.0800         Year                  N   Certified
## 1516      107464.3100         Year                  Y   Certified
## 1517      111423.1300         Year                  Y   Certified
## 1518       36576.8600         Year                  Y   Certified
## 1519       77697.2100         Year                  Y      Denied
## 1520       45238.9900         Year                  Y   Certified
## 1521         216.6439         Hour                  Y      Denied
## 1522        8257.3500         Year                  Y   Certified
## 1523         319.3600         Year                  Y   Certified
## 1525       68918.5800         Year                  Y   Certified
## 1526       34713.9100         Year                  Y      Denied
## 1527       90217.9000         Year                  Y      Denied
## 1528       55486.2200         Year                  Y   Certified
## 1529       79436.2600         Year                  Y   Certified
## 1530       80898.6900         Year                  Y   Certified
## 1531       79157.5700         Year                  Y   Certified
## 1533       14995.9300         Year                  Y      Denied
## 1534      143857.6200         Year                  Y   Certified
## 1535       74102.3900         Year                  N   Certified
## 1536       72809.7800         Year                  Y   Certified
## 1537       38581.1200         Year                  Y   Certified
## 1539      144782.6600         Year                  Y   Certified
## 1541        4728.7000         Year                  Y   Certified
## 1542       74215.5500         Year                  Y   Certified
## 1543       56501.7500         Year                  Y   Certified
## 1544      122387.2800         Year                  Y   Certified
## 1545       47084.3500         Year                  Y      Denied
## 1546      101147.7600         Year                  Y      Denied
## 1547       96683.5200         Year                  Y   Certified
## 1548       71700.4300         Year                  Y   Certified
## 1549       68690.8000         Year                  Y   Certified
## 1550      107686.6800         Week                  Y   Certified
## 1551      166871.5800         Year                  Y   Certified
## 1552      109933.3800         Year                  Y   Certified
## 1553      103525.1700         Year                  Y      Denied
## 1554       99478.6700         Year                  Y   Certified
## 1555       42983.0700         Year                  Y   Certified
## 1556       13391.3400         Year                  Y   Certified
## 1557       66022.8100         Year                  Y   Certified
## 1558        7716.7400         Year                  Y   Certified
## 1559       48906.7900         Year                  Y   Certified
## 1560      139640.8900         Year                  Y   Certified
## 1561       31000.3100         Year                  Y   Certified
## 1563      185986.4000         Year                  Y      Denied
## 1564       91757.4500         Year                  Y   Certified
## 1565      166189.1800         Year                  Y   Certified
## 1566       25191.2000         Year                  Y   Certified
## 1568      112087.9700         Year                  Y      Denied
## 1569       46366.4600         Year                  Y   Certified
## 1570       55123.3600         Year                  Y      Denied
## 1571       99856.8100         Year                  N   Certified
## 1572      152757.1700         Year                  N      Denied
## 1573      146800.4200         Year                  Y   Certified
## 1574       98988.1000         Year                  Y   Certified
## 1575      108319.7500         Year                  Y   Certified
## 1576       75026.0000         Year                  Y      Denied
## 1577       74053.1100         Year                  Y   Certified
## 1578       26886.4400         Year                  Y      Denied
## 1579       16559.5000         Year                  Y   Certified
## 1580      205508.9500         Year                  Y   Certified
## 1581       43276.8300         Year                  Y      Denied
## 1582       53083.5200         Year                  Y   Certified
## 1583       99789.1600         Year                  Y   Certified
## 1584       63970.9600         Year                  N   Certified
## 1587       28224.6400         Year                  Y   Certified
## 1588       49247.1000        Month                  Y   Certified
## 1589      106437.4000         Year                  Y   Certified
## 1591        1280.0400         Year                  Y   Certified
## 1593         631.7448         Hour                  Y   Certified
## 1594         714.0764         Hour                  Y      Denied
## 1595      109575.7200         Year                  Y   Certified
## 1597      135479.9900         Year                  Y   Certified
## 1599       85488.0200         Year                  N      Denied
## 1600      206060.6900         Year                  Y      Denied
## 1601      174495.5500         Year                  N   Certified
## 1602         634.1042         Hour                  Y   Certified
## 1603       55680.6700         Year                  Y   Certified
## 1604      129895.1300         Year                  Y   Certified
## 1605         794.3333         Hour                  Y   Certified
## 1606      111918.6100         Year                  Y      Denied
## 1607       56618.8100         Year                  Y   Certified
## 1609         156.3038         Hour                  Y      Denied
## 1610      116315.8600         Year                  Y   Certified
## 1611      136289.9800         Year                  Y   Certified
## 1612      119101.4700         Year                  Y   Certified
## 1616       32706.7000         Year                  Y   Certified
## 1617       91823.1700         Year                  Y   Certified
## 1618      122663.9400         Year                  Y      Denied
## 1619       82959.1400         Year                  Y   Certified
## 1620       24821.8000         Year                  Y   Certified
## 1621       56875.6100         Year                  Y   Certified
## 1622      107487.4600         Year                  N   Certified
## 1623       94520.5400         Year                  Y   Certified
## 1624       37953.0100         Year                  Y      Denied
## 1625       71986.7500         Year                  Y   Certified
## 1626       22779.5700         Year                  Y      Denied
## 1628       42733.5700         Year                  Y   Certified
## 1629      130860.1700         Year                  Y   Certified
## 1630       26176.3300         Year                  N      Denied
## 1631         122.5700         Hour                  Y      Denied
## 1632         566.4743         Hour                  Y   Certified
## 1633       55928.4900         Year                  Y   Certified
## 1634       96194.2200         Year                  Y   Certified
## 1635       87580.0400         Year                  Y      Denied
## 1638       70211.3200         Year                  Y   Certified
## 1639      100700.1600         Year                  Y   Certified
## 1640       93528.6600        Month                  Y   Certified
## 1642       94876.7000         Year                  Y      Denied
## 1643      160847.0000         Year                  Y      Denied
## 1644       92672.9800         Year                  Y   Certified
## 1645       84510.8700         Year                  Y   Certified
## 1646      199427.9800         Year                  N      Denied
## 1648       81413.4000         Year                  N      Denied
## 1650       50474.1000         Year                  Y   Certified
## 1651       95078.3600         Year                  N   Certified
## 1652       44342.0200         Year                  Y   Certified
## 1654      140471.1000         Year                  N   Certified
## 1655      144472.0300         Year                  N      Denied
## 1656      125908.4200         Year                  Y   Certified
## 1657       38238.6300         Year                  Y   Certified
## 1659       35241.5200         Year                  Y   Certified
## 1660       48296.4200         Year                  Y      Denied
## 1661      112795.2800         Year                  Y      Denied
## 1662       47553.9400         Year                  Y   Certified
## 1663       87049.4300         Year                  Y      Denied
## 1664      107747.4900         Year                  Y   Certified
## 1665       56448.7400         Year                  Y   Certified
## 1666         530.5959         Hour                  Y      Denied
## 1667      140285.2600         Year                  Y   Certified
## 1668       89248.4000         Year                  Y   Certified
## 1669       85740.6800         Year                  Y   Certified
## 1670       41969.8700         Year                  Y   Certified
## 1671       34040.8600         Year                  Y      Denied
## 1672         730.4062         Hour                  Y      Denied
## 1673       92085.6900         Year                  Y      Denied
## 1674       20881.6600         Year                  Y   Certified
## 1675        3935.5200         Year                  Y   Certified
## 1677         510.5607         Hour                  Y      Denied
## 1678       11781.1200         Year                  Y   Certified
## 1679       30088.2000         Year                  Y   Certified
## 1680       82262.6300         Year                  Y   Certified
## 1681       93617.3800         Year                  Y      Denied
## 1682       11894.2200         Year                  Y   Certified
## 1683       30362.6100         Year                  Y   Certified
## 1684       29140.2800         Year                  Y   Certified
## 1685       30076.9700         Year                  Y   Certified
## 1686      122018.8700         Year                  Y   Certified
## 1687       80032.3400         Year                  Y   Certified
## 1688       52815.2500         Year                  Y   Certified
## 1689       77201.6400         Year                  Y   Certified
## 1690      119288.0700         Year                  Y   Certified
## 1692      149640.4400         Year                  N   Certified
## 1695       27914.5900         Year                  Y   Certified
## 1696      118230.7100         Year                  Y      Denied
## 1697       95726.7700         Year                  N      Denied
## 1698       60040.5500         Year                  Y   Certified
## 1700       22924.7600         Year                  Y   Certified
## 1701      177310.4900         Year                  N   Certified
## 1702       54019.2900         Year                  Y   Certified
## 1703       52833.9100         Year                  N      Denied
## 1705       69121.5000         Year                  Y      Denied
## 1706       46483.4900         Year                  Y   Certified
## 1708      108218.0500         Year                  N   Certified
## 1709       39782.2400         Year                  Y      Denied
## 1710      215516.0400         Year                  Y   Certified
## 1711       96596.8900         Year                  Y      Denied
## 1712      111650.8700         Year                  Y      Denied
## 1713       67377.0900         Year                  Y   Certified
## 1714       96832.4400         Year                  Y      Denied
## 1716      111506.2700         Year                  Y   Certified
## 1717       25645.3300         Year                  Y      Denied
## 1718      157207.7400         Year                  N      Denied
## 1719       56594.4800         Year                  Y   Certified
## 1720       24076.3500         Year                  Y   Certified
## 1721      109866.7100         Year                  Y   Certified
## 1722       77908.9500         Year                  Y   Certified
## 1725       32662.9500         Year                  Y      Denied
## 1727      217043.2900         Year                  N   Certified
## 1728       94507.9400         Year                  Y      Denied
## 1729      118389.7800         Year                  N   Certified
## 1730       65634.2400         Year                  Y   Certified
## 1731      144292.1400         Year                  Y   Certified
## 1732      117674.9500         Year                  Y   Certified
## 1733      115939.7300         Year                  Y   Certified
## 1734       80461.5500         Year                  Y   Certified
## 1736       93779.0000         Year                  Y   Certified
## 1737       80751.0000         Year                  Y   Certified
## 1738       53353.0000         Year                  Y      Denied
## 1739       66445.5900         Year                  Y   Certified
## 1740       39525.7200         Year                  Y      Denied
## 1742       86065.3400         Year                  Y   Certified
## 1743      136558.1800         Year                  Y   Certified
## 1745         212.2737         Hour                  Y   Certified
## 1746       90690.8200         Year                  Y      Denied
## 1747       87127.1200         Year                  Y   Certified
## 1748       21533.0100         Year                  Y   Certified
## 1750       32092.3800         Year                  Y   Certified
## 1751       37593.0300         Year                  Y   Certified
## 1752       47354.7200         Year                  Y      Denied
## 1753       86074.4800         Year                  Y      Denied
## 1754       30981.3500         Year                  Y   Certified
## 1755       57839.9800         Year                  Y   Certified
## 1756      118233.7800         Year                  Y   Certified
## 1757       98408.5400         Year                  Y   Certified
## 1758       61522.1100         Year                  Y   Certified
## 1759       66518.0600         Year                  Y      Denied
## 1761      149996.6000         Year                  N   Certified
## 1762       58464.3100         Year                  N      Denied
## 1763      119755.9300         Year                  N   Certified
## 1764       66413.1900         Year                  Y   Certified
## 1765       72921.0800         Year                  Y   Certified
## 1766       58325.4900         Year                  Y   Certified
## 1769       14316.9100         Year                  Y   Certified
## 1770       78038.2300         Year                  Y   Certified
## 1772       41467.8800         Year                  Y   Certified
## 1773       40174.7000         Year                  Y      Denied
## 1774       77357.7700         Year                  Y   Certified
## 1775       93043.6200         Year                  Y   Certified
## 1776       69884.0100         Year                  Y   Certified
## 1777       11091.8000         Year                  Y   Certified
## 1778       56979.8000         Year                  Y   Certified
## 1779      139860.5100         Year                  N   Certified
## 1780       96294.8900         Year                  Y      Denied
## 1781       93989.8700         Year                  N      Denied
## 1782       44049.4900         Year                  Y   Certified
## 1783       28565.9700         Year                  Y   Certified
## 1784       92964.4300         Year                  Y   Certified
## 1785      104025.1200         Year                  Y   Certified
## 1786       83917.3400         Year                  Y      Denied
## 1789       80534.2600         Year                  Y   Certified
## 1791      101347.2400         Year                  N      Denied
## 1792      187140.6700         Year                  Y   Certified
## 1793       10474.0500         Year                  N      Denied
## 1794       67351.4200         Year                  Y   Certified
## 1795      168220.7400         Year                  Y   Certified
## 1796       22362.3800         Year                  N   Certified
## 1798       90669.2200         Year                  Y   Certified
## 1799      152899.2300         Year                  N   Certified
## 1800       78310.6900         Year                  Y      Denied
## 1801       52271.8500         Year                  Y   Certified
## 1802       74358.9800         Year                  Y   Certified
## 1805       60935.1800         Year                  Y   Certified
## 1806      161331.0100         Year                  Y   Certified
## 1807      205546.6600         Year                  Y   Certified
## 1808       18998.8200         Year                  Y      Denied
## 1809       25824.7700         Year                  Y   Certified
## 1813       45139.6300         Year                  Y   Certified
## 1814      143481.9800         Year                  N      Denied
## 1815      169851.3500         Year                  Y   Certified
## 1816       33040.5800         Year                  Y      Denied
## 1817       38225.1600         Year                  Y      Denied
## 1818       35866.2300         Year                  Y   Certified
## 1819       68909.1100         Year                  Y      Denied
## 1820        6436.4200         Year                  Y   Certified
## 1821      133371.9600         Year                  Y      Denied
## 1822      216452.6900         Year                  Y      Denied
## 1823      130798.6700         Year                  Y   Certified
## 1824        9998.9700         Year                  Y   Certified
## 1825      113307.5300         Year                  Y   Certified
## 1826       31438.9900         Year                  Y   Certified
## 1827      148325.6900         Year                  Y   Certified
## 1828       22107.6900         Year                  Y   Certified
## 1829       52619.4500         Year                  Y      Denied
## 1830         463.8686         Hour                  Y      Denied
## 1831      123826.1800         Year                  Y   Certified
## 1833       73991.7800         Year                  Y      Denied
## 1835         816.7541         Hour                  Y   Certified
## 1836      102037.5800         Year                  Y      Denied
## 1837       30210.1800         Year                  Y   Certified
## 1838      123214.4800        Month                  Y   Certified
## 1839       42039.3700         Year                  Y   Certified
## 1840       33857.5500         Year                  Y      Denied
## 1841       73697.8700         Year                  Y      Denied
## 1842       68680.6600         Year                  Y   Certified
## 1846      143807.1000         Year                  Y   Certified
## 1847       28196.8000         Year                  Y   Certified
## 1849       57439.5200         Year                  Y   Certified
## 1852       52006.3500         Year                  Y   Certified
## 1853       60137.6100         Year                  Y   Certified
## 1854       50688.4500         Year                  Y      Denied
## 1855      104717.3200         Year                  N   Certified
## 1856      165478.4300         Year                  Y   Certified
## 1857      116878.9700         Year                  Y      Denied
## 1858        8818.8200         Year                  Y   Certified
## 1859      150957.1800         Year                  Y   Certified
## 1860       68411.2300         Year                  Y      Denied
## 1861       16196.8600         Year                  N   Certified
## 1862      156500.0000         Year                  Y   Certified
## 1863       49950.2000         Year                  Y   Certified
## 1864      144922.1600         Year                  N   Certified
## 1865       33759.4800         Year                  Y   Certified
## 1866       25742.0500         Year                  Y   Certified
## 1867      137833.9100         Year                  N   Certified
## 1868       87317.1200         Year                  N   Certified
## 1869      144191.4000         Year                  N   Certified
## 1870      135257.9700         Year                  Y      Denied
## 1871      154247.7600         Year                  Y   Certified
## 1872       69076.3400         Year                  Y   Certified
## 1873          50.4192         Hour                  Y   Certified
## 1874       82908.4700         Year                  Y   Certified
## 1876       25822.1900         Year                  Y      Denied
## 1877      102168.2000         Year                  Y      Denied
## 1878       51357.5000         Year                  Y   Certified
## 1879         350.0159         Hour                  Y      Denied
## 1880       35008.3600         Year                  Y   Certified
## 1881          46.1228         Hour                  Y      Denied
## 1882       72674.6000         Year                  N      Denied
## 1884      111464.7100         Year                  Y   Certified
## 1885       75010.5800         Year                  Y   Certified
## 1886       59611.3700         Year                  Y   Certified
## 1887       89326.6100         Year                  N   Certified
## 1891        5712.9500         Year                  Y   Certified
## 1892       90623.3500         Year                  Y   Certified
## 1893         398.5782         Hour                  Y   Certified
## 1894       66023.2400         Year                  Y   Certified
## 1895      112188.0000         Year                  Y   Certified
## 1896       23183.2300         Year                  Y   Certified
## 1897       82838.4000         Year                  Y   Certified
## 1898       34532.0300         Year                  Y      Denied
## 1899        1508.7200         Year                  Y   Certified
## 1900       41145.7600         Year                  Y      Denied
## 1901       88330.4600         Year                  Y   Certified
## 1902      103868.8900         Year                  Y   Certified
## 1903       87647.0500         Year                  Y      Denied
## 1904      106939.2800         Year                  Y   Certified
## 1905       61606.5100         Year                  Y   Certified
## 1906       41743.4200         Year                  Y   Certified
## 1907       66762.2600         Year                  N      Denied
## 1908       39164.1100         Year                  Y      Denied
## 1910       91171.2200         Year                  Y   Certified
## 1912       88459.7700         Year                  Y   Certified
## 1913       35287.1100         Year                  Y   Certified
## 1914       62828.3400         Year                  Y   Certified
## 1915       52608.2700         Year                  Y   Certified
## 1916       78362.6800         Year                  Y   Certified
## 1919       46604.3400         Year                  Y   Certified
## 1920       98796.8400         Year                  N   Certified
## 1921      104577.4500         Year                  Y   Certified
## 1922      118092.9800         Year                  Y   Certified
## 1923       74435.3000         Year                  Y   Certified
## 1925       76221.6800         Year                  Y   Certified
## 1927       47615.4300         Year                  Y      Denied
## 1928       90844.3600         Year                  Y   Certified
## 1929       13159.8800         Year                  Y      Denied
## 1930       44892.3900         Year                  Y      Denied
## 1933       58524.1600         Year                  Y      Denied
## 1935         410.1235         Hour                  Y   Certified
## 1936      108618.7100         Year                  Y   Certified
## 1938      116816.0900         Year                  Y   Certified
## 1940       77546.8000         Year                  Y      Denied
## 1941       21552.6200         Year                  Y      Denied
## 1942       23331.8700         Year                  Y   Certified
## 1943       17916.4600         Year                  Y   Certified
## 1944       12821.6100         Year                  Y   Certified
## 1946         144.7600         Hour                  Y      Denied
## 1947         328.9512         Hour                  Y      Denied
## 1948       78321.5000         Year                  Y   Certified
## 1949       67149.7500         Year                  Y   Certified
## 1952      128004.0600         Year                  N   Certified
## 1953       63085.5300         Year                  Y   Certified
## 1954      101567.6300         Year                  Y   Certified
## 1955      121089.2500         Year                  N   Certified
## 1956      192550.9600         Year                  Y   Certified
## 1957       82472.6800         Year                  Y   Certified
## 1958       60184.4800         Year                  Y      Denied
## 1959      109385.3900         Year                  Y   Certified
## 1964       36934.3200         Year                  Y      Denied
## 1965      156564.1300         Year                  N   Certified
## 1966       25409.0300         Year                  Y   Certified
## 1968      141382.3300         Year                  N      Denied
## 1970      157203.4000         Year                  Y      Denied
## 1971        6702.2400         Year                  Y   Certified
## 1972      147705.3000         Year                  Y   Certified
## 1973      102883.2400         Year                  Y   Certified
## 1974       45343.1500         Year                  Y   Certified
## 1975       87796.8100         Year                  N   Certified
## 1976       12603.9400         Year                  Y   Certified
## 1977       46635.5800         Year                  Y   Certified
## 1978       17879.0800         Year                  Y   Certified
## 1979      143976.1500         Year                  Y   Certified
## 1980       44020.8500         Year                  Y   Certified
## 1981       40006.4700         Year                  Y   Certified
## 1982       67881.5900         Year                  Y   Certified
## 1984       79274.3900         Year                  Y   Certified
## 1985       61904.8900         Year                  Y      Denied
## 1986      140636.5400         Year                  N   Certified
## 1987       34242.5900         Year                  Y   Certified
## 1988       89747.9300         Year                  Y   Certified
## 1989       38551.6700         Year                  Y   Certified
## 1991      126548.5900         Year                  Y   Certified
## 1992       58642.4500         Year                  N   Certified
## 1993      103199.4700         Year                  Y   Certified
## 1994       48099.9300         Year                  Y   Certified
## 1995       70884.3400         Year                  Y   Certified
## 1996       54816.4100         Year                  Y   Certified
## 1997       82498.2600         Year                  N      Denied
## 1998      107346.9600         Year                  Y      Denied
## 1999      112623.2000         Year                  Y      Denied
## 2000       90443.2400         Year                  Y   Certified
## 2001        6535.0200         Year                  Y   Certified
## 2002       53360.3500         Year                  Y   Certified
## 2003       55555.2000         Year                  Y      Denied
## 2004      112557.6900         Year                  N      Denied
## 2006      123919.3400         Year                  Y   Certified
## 2007      104538.1800         Year                  N   Certified
## 2008       13393.2800         Year                  Y   Certified
## 2009       64748.4200         Year                  Y      Denied
## 2010       85089.4700         Year                  Y      Denied
## 2011          10.1111         Hour                  Y      Denied
## 2012       54373.3000         Year                  Y   Certified
## 2013      102323.9200         Year                  Y   Certified
## 2015       61351.3500         Year                  Y      Denied
## 2016      157604.9500         Year                  Y   Certified
## 2017       60817.1500         Week                  Y      Denied
## 2018       99585.7300         Year                  N   Certified
## 2019      124056.3200         Year                  Y   Certified
## 2020      110924.4300         Year                  Y      Denied
## 2021       18190.7200         Year                  Y   Certified
## 2022         649.1376         Hour                  Y      Denied
## 2023       54713.8700         Year                  Y   Certified
## 2024       86921.7300         Year                  N   Certified
## 2025      131259.9600         Year                  Y   Certified
## 2026      132938.3100         Year                  N   Certified
## 2028      104664.5000         Year                  Y   Certified
## 2029       33391.0800         Year                  Y   Certified
## 2030        7671.2300         Year                  Y   Certified
## 2031       52874.4100         Year                  Y   Certified
## 2032      120262.0500         Year                  Y   Certified
## 2033       76006.9300         Year                  Y   Certified
## 2034       81203.6800         Year                  Y   Certified
## 2035       39572.0900         Year                  Y      Denied
## 2036       50088.3700         Year                  N   Certified
## 2037         916.3453         Hour                  Y   Certified
## 2038      135757.8900         Year                  Y      Denied
## 2039       33438.6000         Year                  Y   Certified
## 2040      101757.0300         Year                  Y   Certified
## 2041       99258.1700         Year                  N   Certified
## 2042       55394.1700         Year                  Y      Denied
## 2043       62416.6000         Year                  N   Certified
## 2044       16934.8900         Year                  Y      Denied
## 2045        4043.5500         Year                  Y      Denied
## 2046      128514.4200         Year                  Y   Certified
## 2047       20945.6400         Year                  Y   Certified
## 2048       12032.4900         Year                  Y   Certified
## 2049       95418.6500         Year                  Y   Certified
## 2051       57268.0600         Year                  Y   Certified
## 2052         375.6911         Hour                  Y   Certified
## 2053      150159.1900         Year                  Y   Certified
## 2054       29067.3800         Year                  Y   Certified
## 2055       74586.1100         Year                  N   Certified
## 2056      142144.1100         Year                  Y      Denied
## 2057      101440.7400         Year                  Y      Denied
## 2058       83216.3300         Year                  Y      Denied
## 2059       72055.5400         Year                  Y   Certified
## 2060      126533.1700         Year                  Y   Certified
## 2061       69085.6300         Year                  Y   Certified
## 2063       28096.6300         Year                  Y   Certified
## 2064       97039.7800         Year                  Y   Certified
## 2065       75659.6800         Year                  Y   Certified
## 2066      145343.0900         Year                  Y   Certified
## 2068      123244.5200         Year                  Y   Certified
## 2069       30641.3700         Year                  Y   Certified
## 2071      118320.0000         Year                  Y      Denied
## 2072      104564.2500         Year                  N   Certified
## 2073      108248.9800         Year                  Y   Certified
## 2074       93839.5200         Year                  Y   Certified
## 2075         527.2303         Hour                  Y   Certified
## 2076       47162.7700         Year                  N      Denied
## 2078       58446.0500         Year                  Y      Denied
## 2079      123049.8800         Year                  Y      Denied
## 2080       51798.2600         Year                  Y   Certified
## 2081         344.2022         Hour                  Y      Denied
## 2082       21945.0400         Year                  Y   Certified
## 2083         959.7729         Hour                  Y   Certified
## 2084      143175.3000         Year                  Y   Certified
## 2085       66344.0700         Year                  Y      Denied
## 2086       75883.6900         Year                  Y   Certified
## 2087       96268.4900         Year                  N      Denied
## 2089      127381.4600         Year                  Y   Certified
## 2090      122720.1200         Year                  Y   Certified
## 2092       31653.7100         Year                  Y      Denied
## 2093      135899.2700         Year                  N   Certified
## 2094      130600.5300         Year                  Y   Certified
## 2096         208.5263         Hour                  Y   Certified
## 2099       44350.3500         Year                  Y   Certified
## 2101       62436.6300         Year                  Y   Certified
## 2102       46090.1100         Year                  Y      Denied
## 2103       61757.8800         Year                  Y      Denied
## 2104       58725.2300         Year                  Y   Certified
## 2105        4868.4900         Year                  Y      Denied
## 2106       92444.6900         Year                  Y   Certified
## 2107       45106.0500         Year                  N   Certified
## 2108       56741.4400         Year                  Y      Denied
## 2109       47381.0000         Year                  Y   Certified
## 2110       12647.1400         Year                  Y      Denied
## 2114       79964.5600         Year                  N   Certified
## 2120         108.0400         Hour                  Y      Denied
## 2121       71293.4200         Year                  Y   Certified
## 2122       49956.7900         Year                  Y   Certified
## 2123      111678.6200         Year                  Y   Certified
## 2124       69260.2500         Year                  Y      Denied
## 2126       77136.3500         Year                  Y   Certified
## 2127      148949.8100         Year                  N   Certified
## 2129       64544.7600         Year                  Y   Certified
## 2130       41649.5600         Year                  N   Certified
## 2131         610.5874         Hour                  Y   Certified
## 2132       15996.7300         Year                  Y   Certified
## 2133       40394.7800         Year                  Y   Certified
## 2134      122056.6400         Year                  Y   Certified
## 2135        8883.4800         Year                  Y   Certified
## 2136      113020.0800         Year                  Y      Denied
## 2138       87161.0400         Year                  Y   Certified
## 2139       42201.5700         Year                  Y      Denied
## 2140       97343.5600         Year                  N   Certified
## 2142      107973.4400         Year                  N   Certified
## 2143        9352.4100         Year                  Y   Certified
## 2145       62806.9200         Year                  Y   Certified
## 2146       51567.4800         Year                  Y   Certified
## 2147       39867.4900         Year                  Y   Certified
## 2148        4942.2500         Year                  Y   Certified
## 2149      105190.0000         Year                  Y   Certified
## 2151       85858.7400         Year                  Y   Certified
## 2152      137213.7300         Year                  Y   Certified
## 2153         994.1811         Hour                  Y   Certified
## 2154      106017.3600         Year                  Y      Denied
## 2155       72072.2600         Year                  Y   Certified
## 2156      136294.3600         Year                  N   Certified
## 2157       61862.5600         Year                  Y   Certified
## 2158       35486.0700         Year                  Y      Denied
## 2160         254.5742         Hour                  Y      Denied
## 2161       96967.3500         Year                  Y      Denied
## 2164       94125.2800         Year                  Y   Certified
## 2165      103107.6900         Year                  Y   Certified
## 2167       22800.2500         Year                  Y   Certified
## 2168       94583.3600         Year                  Y   Certified
## 2169       41004.7200         Year                  Y   Certified
## 2171       32805.6000         Year                  Y   Certified
## 2172      133738.1300         Year                  Y      Denied
## 2176       56367.4900         Year                  Y   Certified
## 2177       95089.4800         Year                  Y      Denied
## 2178       57874.1300         Year                  Y   Certified
## 2179       92752.1300         Year                  Y      Denied
## 2180       51725.4700         Year                  Y   Certified
## 2181      104419.0100         Year                  Y   Certified
## 2183         559.6169         Hour                  Y      Denied
## 2184      109169.8600         Year                  N      Denied
## 2186       83333.0300         Year                  N   Certified
## 2189       15260.0800         Year                  Y   Certified
## 2190       85458.4800         Year                  N   Certified
## 2191       19582.5900         Year                  Y   Certified
## 2192      106743.6000         Year                  Y   Certified
## 2193       81730.7000         Year                  Y   Certified
## 2194       49487.5700         Year                  Y   Certified
## 2196       40802.4200         Year                  Y   Certified
## 2197         574.1964         Hour                  Y   Certified
## 2198        8516.7600         Year                  Y   Certified
## 2199       51864.6800         Year                  Y   Certified
## 2200       40084.4500         Year                  Y   Certified
## 2201       22856.1400         Year                  Y   Certified
## 2202       52603.5900         Year                  Y   Certified
## 2203       10123.2900         Year                  Y   Certified
## 2204      117276.1200         Year                  Y   Certified
## 2205       81615.6300         Year                  Y   Certified
## 2206       52502.3300         Year                  Y   Certified
## 2208       78496.9300         Year                  Y      Denied
## 2209       84314.0800         Year                  Y   Certified
## 2210        3228.8000         Year                  Y   Certified
## 2211      117123.2600         Year                  Y      Denied
## 2212      144798.5400         Week                  Y   Certified
## 2213       48371.6700         Year                  Y   Certified
## 2214      110257.8800         Year                  Y      Denied
## 2215         288.4735         Hour                  Y   Certified
## 2216      115911.5700         Year                  Y      Denied
## 2217       74552.8800         Year                  Y   Certified
## 2218       55114.0000         Year                  Y   Certified
## 2219         130.6900         Hour                  Y      Denied
## 2220       28152.1000         Year                  Y   Certified
## 2221      178684.3600         Year                  Y   Certified
## 2222         194.0100         Year                  Y      Denied
## 2224       92431.2600         Year                  Y   Certified
## 2225       32932.7700         Year                  Y      Denied
## 2227       91379.0600         Year                  Y   Certified
## 2229       66345.4500         Year                  Y      Denied
## 2230       34294.1300         Year                  Y   Certified
## 2231       83465.5300         Year                  Y   Certified
## 2232       72875.8100         Year                  Y   Certified
## 2233       97618.8200         Year                  Y   Certified
## 2234       28454.7700         Year                  Y   Certified
## 2235       35667.4200         Year                  Y      Denied
## 2236      133904.2400         Year                  Y   Certified
## 2237       70219.0100         Year                  Y   Certified
## 2238       87783.3800         Year                  Y   Certified
## 2239       53906.0700         Year                  Y   Certified
## 2240       31982.4300         Year                  Y   Certified
## 2241       17788.0400         Year                  Y   Certified
## 2242      138516.4300         Year                  Y   Certified
## 2244       37125.6000         Year                  Y      Denied
## 2245       40663.9800         Year                  Y      Denied
## 2248      148048.4300         Year                  Y   Certified
## 2249       67940.3500         Year                  N   Certified
## 2250      153638.3000         Year                  Y   Certified
## 2251       29840.0200         Year                  Y   Certified
## 2252         773.3891         Hour                  Y      Denied
## 2253       42032.0300         Year                  Y   Certified
## 2254      139734.3200         Year                  Y   Certified
## 2255      133534.1800         Year                  Y      Denied
## 2256       57374.8300         Week                  Y   Certified
## 2257       39597.2800         Year                  Y   Certified
## 2258        9289.4600         Year                  Y   Certified
## 2259       66295.3400         Year                  N   Certified
## 2260       26072.0500         Year                  Y   Certified
## 2261      132901.1900         Year                  N   Certified
## 2262       79026.0500         Year                  Y   Certified
## 2263       70807.5100         Year                  Y      Denied
## 2264      114907.5100         Year                  Y      Denied
## 2265       77095.4900         Year                  Y   Certified
## 2268        1437.9900         Year                  Y   Certified
## 2269       37240.6100         Year                  Y      Denied
## 2270       60890.4300         Year                  Y   Certified
## 2271       39296.5000         Year                  Y   Certified
## 2272      114010.8700         Year                  Y   Certified
## 2273       24370.1700         Year                  Y   Certified
## 2275       66375.4700         Year                  Y      Denied
## 2276       58043.3600         Year                  Y   Certified
## 2277       18833.1100         Year                  Y      Denied
## 2278       85349.3900         Year                  Y   Certified
## 2280       99780.4700         Year                  Y   Certified
## 2283      112556.7900         Year                  Y   Certified
## 2284       15922.5700         Year                  Y      Denied
## 2285       21979.5500         Year                  Y   Certified
## 2286       93456.3800         Year                  Y   Certified
## 2287      101046.8300         Year                  Y   Certified
## 2288       68263.8600         Year                  Y   Certified
## 2289       43023.2900         Year                  Y      Denied
## 2290       95860.9600         Year                  Y   Certified
## 2292       54288.9000         Year                  Y   Certified
## 2293       16641.1500         Year                  Y   Certified
## 2294       84899.2000         Year                  Y   Certified
## 2295       31247.2200         Year                  Y   Certified
## 2296      101011.9200         Week                  Y   Certified
## 2297       94061.6600         Year                  Y   Certified
## 2298       89394.5000         Week                  Y      Denied
## 2299       99064.6300         Year                  Y   Certified
## 2300       22543.9800         Year                  Y      Denied
## 2301       41441.3900         Year                  Y      Denied
## 2302       68141.7500         Year                  Y      Denied
## 2305       63944.8100         Year                  Y   Certified
## 2309       39596.6700         Year                  Y   Certified
## 2310       70403.0000         Year                  Y   Certified
## 2311       33678.6200         Year                  Y   Certified
## 2312       38861.8600         Year                  Y   Certified
## 2313       40372.2900         Year                  Y   Certified
## 2314       34111.8400         Year                  Y   Certified
## 2315       83375.1700         Year                  Y   Certified
## 2316       45079.1300         Year                  Y   Certified
## 2318       19160.2500         Year                  Y   Certified
## 2319      183201.1500         Year                  Y   Certified
## 2320      127772.0200         Year                  Y   Certified
## 2321      108104.5500         Year                  N   Certified
## 2322       75722.9800         Year                  Y      Denied
## 2323         127.5109         Hour                  Y   Certified
## 2324       59411.5300         Year                  Y      Denied
## 2325       45435.3800         Year                  Y   Certified
## 2326       87483.2100         Year                  Y   Certified
## 2327      135799.4200         Year                  Y   Certified
## 2330       68510.5100         Year                  Y   Certified
## 2331       73154.9500         Year                  Y   Certified
## 2333       46438.0300         Year                  Y      Denied
## 2334      105978.8700         Year                  Y   Certified
## 2335       85253.3900         Year                  Y   Certified
## 2336          78.6823         Hour                  Y   Certified
## 2337       48526.0600         Year                  Y   Certified
## 2338       51433.3900         Year                  Y   Certified
## 2339         324.2135         Hour                  Y   Certified
## 2341       37121.7800         Year                  Y   Certified
## 2342       26525.5000         Year                  Y      Denied
## 2343       44713.3400         Year                  Y   Certified
## 2345      117043.8800         Year                  Y   Certified
## 2346       33869.9800         Year                  Y      Denied
## 2347         147.3300         Hour                  Y   Certified
## 2348         101.9300         Hour                  Y      Denied
## 2350       82062.0200         Year                  N      Denied
## 2351       19334.8100         Year                  Y      Denied
## 2352       13459.8700         Year                  Y   Certified
## 2353      182394.8300         Year                  Y   Certified
## 2354      174552.2700         Year                  Y   Certified
## 2355       18008.8400         Year                  Y   Certified
## 2356       94869.9000         Year                  Y   Certified
## 2358       27591.1500         Year                  Y   Certified
## 2359       41558.4200         Year                  Y      Denied
## 2360       36150.6300         Year                  Y   Certified
## 2362       33877.3400         Year                  Y   Certified
## 2363      116345.9700         Year                  N   Certified
## 2364       87200.5600         Year                  Y   Certified
## 2366      118031.8900         Year                  Y   Certified
## 2368       69341.9700         Year                  Y   Certified
## 2370      117156.2100         Year                  Y   Certified
## 2372      153640.8800         Year                  Y      Denied
## 2373       76865.0500         Year                  Y   Certified
## 2374      114187.0100         Year                  Y   Certified
## 2375       73670.7600         Year                  Y   Certified
## 2377      115484.4400         Year                  Y      Denied
## 2380         255.9100         Hour                  Y   Certified
## 2381      100686.2000         Year                  Y   Certified
## 2383      168949.0700         Year                  Y      Denied
## 2384       40925.1500         Year                  Y      Denied
## 2385          74.2851         Hour                  Y      Denied
## 2386      106312.6900         Year                  Y   Certified
## 2387       31801.8400         Year                  Y   Certified
## 2388         230.4357         Hour                  Y      Denied
## 2389       24836.5800         Year                  Y   Certified
## 2391       49481.7700         Year                  Y      Denied
## 2392      124211.9800         Year                  Y   Certified
## 2393       91127.7000         Year                  Y   Certified
## 2394        7187.5000         Year                  Y   Certified
## 2395       75992.4600         Year                  Y   Certified
## 2396       59243.9000         Year                  Y   Certified
## 2397      163591.2700         Year                  Y      Denied
## 2400       48301.7500         Year                  Y      Denied
## 2403       96398.5400         Year                  Y      Denied
## 2404       75107.3700         Year                  Y      Denied
## 2405       84717.6400         Year                  N   Certified
## 2406      127279.9600         Year                  N   Certified
## 2407      170332.5000         Year                  Y   Certified
## 2408       67804.7300         Year                  Y   Certified
## 2409      134481.3100         Year                  Y   Certified
## 2410      105407.1100         Year                  Y      Denied
## 2411       67165.0900         Year                  Y      Denied
## 2412       18408.1000         Year                  Y   Certified
## 2413         704.0600         Year                  Y      Denied
## 2417      140681.2300         Year                  Y   Certified
## 2418       47190.8000         Year                  Y      Denied
## 2419      114808.9500         Year                  Y   Certified
## 2420      122580.6200         Year                  Y      Denied
## 2421         926.2305         Hour                  Y   Certified
## 2422       33413.2400         Year                  Y   Certified
## 2423       46083.8900         Year                  Y   Certified
## 2424       31139.1400         Year                  Y   Certified
## 2425         360.0767         Hour                  Y   Certified
## 2426       80224.2100         Year                  Y   Certified
## 2427       73092.0400         Year                  Y   Certified
## 2428       45383.6000         Year                  Y      Denied
## 2431       80766.5600         Year                  Y      Denied
## 2432       43387.8100         Year                  Y      Denied
## 2433      114283.4200         Year                  Y   Certified
## 2434      135700.6800         Year                  Y      Denied
## 2435       84824.1000         Year                  Y   Certified
## 2436       70053.6700         Year                  Y   Certified
## 2437      200527.1300         Year                  Y   Certified
## 2438       97524.8500         Year                  Y      Denied
## 2440      149406.3600         Year                  N   Certified
## 2441      108565.0000         Year                  Y      Denied
## 2442       73542.3300         Year                  Y   Certified
## 2443       62282.5000         Year                  N   Certified
## 2444        2100.5800         Year                  Y   Certified
## 2445       11709.4400         Year                  Y   Certified
## 2446       85601.6400         Year                  Y      Denied
## 2447       54175.9800         Year                  Y      Denied
## 2448      189518.3200         Year                  Y      Denied
## 2449      109026.5700         Year                  Y   Certified
## 2450       59766.8200         Year                  Y   Certified
## 2452       96787.6700         Year                  Y   Certified
## 2455       60036.1800         Year                  Y   Certified
## 2456       42400.5100         Year                  N   Certified
## 2457         307.1653         Hour                  Y      Denied
## 2458      121129.2700         Year                  Y      Denied
## 2459       91132.0200         Year                  Y   Certified
## 2461       21151.2700         Year                  Y   Certified
## 2462       29163.3300         Year                  Y   Certified
## 2463       63156.0300         Year                  Y   Certified
## 2464       87250.5000         Year                  Y   Certified
## 2465      114878.6900         Year                  Y   Certified
## 2467      114862.8200         Year                  Y   Certified
## 2468       13657.1300         Year                  Y   Certified
## 2470        3226.5800         Year                  Y   Certified
## 2471       71434.3800         Year                  Y   Certified
## 2472        5299.5400         Year                  Y   Certified
## 2474         872.4254         Hour                  Y   Certified
## 2475         178.0827         Hour                  Y   Certified
## 2476       68202.1100         Year                  N   Certified
## 2477       10533.3400         Year                  Y      Denied
## 2478      167775.3200         Year                  Y   Certified
## 2479        3563.6500         Year                  N   Certified
## 2480       28216.5900         Year                  Y   Certified
## 2481       36687.8300         Year                  Y   Certified
## 2482      208805.2400         Year                  Y      Denied
## 2483       88531.7200         Year                  Y   Certified
## 2484      178327.4400         Year                  Y   Certified
## 2485       42739.8000         Year                  Y   Certified
## 2486       56822.1300         Year                  N   Certified
## 2487       63590.3000         Year                  Y   Certified
## 2489       45748.3200         Year                  Y   Certified
## 2490      117643.8800         Year                  Y   Certified
## 2491      149794.7500         Year                  Y   Certified
## 2492       55572.7700         Year                  N   Certified
## 2494       91627.3700         Year                  Y   Certified
## 2496       99254.9400         Year                  Y   Certified
## 2497      132234.0000         Year                  Y   Certified
## 2500      107097.3000         Year                  Y   Certified
## 2501       46609.1800         Year                  Y      Denied
## 2502       40209.7500         Year                  N   Certified
## 2504       21292.2500         Year                  Y   Certified
## 2506      108861.9100         Year                  Y   Certified
## 2507      121384.7500         Year                  Y   Certified
## 2508      109447.2000         Year                  Y   Certified
## 2509       47793.8000         Year                  Y   Certified
## 2510      135059.9900         Year                  Y   Certified
## 2511       86288.4500         Year                  Y   Certified
## 2513      212937.7200         Year                  Y      Denied
## 2515       86736.3500         Year                  Y   Certified
## 2516       74163.0300         Year                  Y      Denied
## 2517      156514.4300         Year                  N      Denied
## 2518         283.8000         Year                  Y      Denied
## 2519         283.4567         Hour                  Y      Denied
## 2521         140.8200         Hour                  Y      Denied
## 2522       59555.7000         Year                  Y   Certified
## 2523       29309.9700         Year                  Y   Certified
## 2524       36947.2600         Year                  Y   Certified
## 2525      167821.3600         Year                  Y      Denied
## 2526         721.5274         Hour                  Y      Denied
## 2527       59173.9600         Year                  Y   Certified
## 2528         653.4797         Hour                  Y      Denied
## 2529       50812.1400         Year                  Y   Certified
## 2530      139492.3300         Year                  Y   Certified
## 2531      101541.5300         Year                  Y   Certified
## 2535      113609.5100        Month                  Y      Denied
## 2537       98871.7800         Year                  Y   Certified
## 2538      163789.9300         Year                  N   Certified
## 2539         798.4000         Year                  Y   Certified
## 2540       38680.3200         Year                  Y   Certified
## 2542         560.1519         Hour                  Y   Certified
## 2545         853.5312         Hour                  Y   Certified
## 2547       68048.5200         Year                  Y   Certified
## 2548       56520.4300        Month                  Y   Certified
## 2549        2380.1800         Year                  Y   Certified
## 2550       79263.1200         Year                  Y   Certified
## 2551       68634.9900         Year                  Y   Certified
## 2553      130701.5800         Year                  N      Denied
## 2554       58301.5500         Year                  Y   Certified
## 2556       52219.2300         Year                  N   Certified
## 2557       92076.6800         Year                  Y   Certified
## 2558        7713.0700         Year                  Y   Certified
## 2560       16376.6400         Year                  Y   Certified
## 2561       90489.5100         Year                  Y   Certified
## 2562       44831.2000         Year                  Y   Certified
## 2563       86380.3500         Year                  Y   Certified
## 2564       28055.4600         Year                  Y   Certified
## 2565       37223.3900         Year                  Y      Denied
## 2566      132402.1800         Year                  Y      Denied
## 2567      150453.3800         Year                  Y   Certified
## 2568       36443.5600         Year                  N   Certified
## 2569       28845.2400         Year                  Y   Certified
## 2570      108672.2000         Year                  Y   Certified
## 2574       85330.5400         Year                  Y   Certified
## 2575       44447.6700         Year                  Y   Certified
## 2576       50418.0900         Year                  Y   Certified
## 2577       56544.6700         Year                  Y   Certified
## 2578       92211.1800         Year                  Y   Certified
## 2579       39933.2500         Year                  Y   Certified
## 2580       30218.3700         Year                  Y   Certified
## 2581       52644.0500         Year                  Y   Certified
## 2582       30317.3000         Year                  Y   Certified
## 2584      151206.8600         Year                  Y   Certified
## 2585       61219.4100         Year                  Y   Certified
## 2586       47432.1200        Month                  Y   Certified
## 2587      117602.0200         Year                  Y   Certified
## 2588        3542.1100         Year                  Y   Certified
## 2589       21389.8900         Year                  Y   Certified
## 2590       74494.9200         Year                  Y   Certified
## 2591       23324.6400         Year                  Y   Certified
## 2594       42608.2000         Year                  Y   Certified
## 2595      143589.0000         Year                  N   Certified
## 2596       67006.7100         Year                  Y      Denied
## 2597      111059.1900         Year                  Y      Denied
## 2600      102100.4300         Year                  N   Certified
## 2601      134269.4300         Year                  Y      Denied
## 2602      135691.4900         Year                  Y      Denied
## 2605       94386.8900         Year                  Y   Certified
## 2606         692.4637         Hour                  Y   Certified
## 2607       93593.4800         Year                  Y   Certified
## 2608      136631.9000         Year                  Y      Denied
## 2609       11648.0100         Year                  Y   Certified
## 2610       40583.9300         Year                  Y   Certified
## 2611      144511.8900         Year                  N      Denied
## 2614      113334.3500         Year                  N      Denied
## 2615       95547.2800         Year                  Y   Certified
## 2616       53735.7200         Year                  Y   Certified
## 2617       90701.8900         Year                  Y   Certified
## 2618       84316.6800         Year                  Y   Certified
## 2619         124.1585         Hour                  Y      Denied
## 2620       33370.5100         Year                  Y      Denied
## 2621       55392.9900         Year                  Y   Certified
## 2622      125750.1000         Year                  Y   Certified
## 2623       79055.1700         Year                  Y      Denied
## 2624       96369.5300         Year                  Y      Denied
## 2625      124235.5300         Year                  Y   Certified
## 2626       43048.6000         Year                  Y   Certified
## 2627      106818.8900         Year                  N      Denied
## 2628       44353.7700         Year                  N   Certified
## 2633       43300.5700         Year                  Y   Certified
## 2634      138457.4000         Year                  Y   Certified
## 2635       15668.3200         Year                  Y      Denied
## 2636       18819.3000         Year                  Y      Denied
## 2637       15389.4300         Year                  Y   Certified
## 2638       52911.4800         Year                  Y   Certified
## 2639       11852.2400         Year                  Y   Certified
## 2640      106584.6300         Year                  Y   Certified
## 2642       15108.1500         Year                  Y      Denied
## 2643       76839.6500         Year                  Y      Denied
## 2644       76780.2900         Year                  Y   Certified
## 2646      103843.6300         Year                  N      Denied
## 2647      155515.1400         Year                  Y   Certified
## 2648      108806.2500         Year                  Y      Denied
## 2649      195755.0900         Year                  N   Certified
## 2650       59514.3700         Year                  Y   Certified
## 2651       57978.2600         Year                  Y      Denied
## 2652       74271.2600         Year                  Y      Denied
## 2653         242.0347         Hour                  Y      Denied
## 2654         113.6100         Hour                  Y      Denied
## 2655       26004.6600         Year                  Y      Denied
## 2657       37478.1000         Year                  Y   Certified
## 2658       92834.8600         Year                  N   Certified
## 2659      122965.9600         Year                  N      Denied
## 2660       99635.2900         Year                  Y   Certified
## 2663      192658.3300         Year                  Y      Denied
## 2664      124937.0200         Year                  N      Denied
## 2665       51828.9600         Year                  Y   Certified
## 2666       63677.5500         Year                  Y   Certified
## 2667       94583.8700         Year                  Y   Certified
## 2669       96729.2600         Year                  Y   Certified
## 2671       71716.8700         Year                  Y   Certified
## 2673       49402.3400         Year                  N   Certified
## 2674         706.1603         Hour                  Y      Denied
## 2675      139580.0500         Year                  Y   Certified
## 2677       85786.3400         Year                  Y      Denied
## 2678      139824.3300         Year                  Y   Certified
## 2679       65274.2700         Year                  Y      Denied
## 2680       29001.4800         Year                  Y   Certified
## 2681      110020.6800         Year                  Y   Certified
## 2683       56399.8300         Year                  Y   Certified
## 2684      105438.4800         Year                  N      Denied
## 2685      125349.5200         Year                  Y      Denied
## 2686       94618.7700         Year                  Y      Denied
## 2687       62675.2600         Year                  Y   Certified
## 2688       38377.1900        Month                  Y   Certified
## 2690       78398.4900         Year                  Y   Certified
## 2691        5088.8100         Year                  Y   Certified
## 2692       64986.0100         Year                  Y   Certified
## 2693       28009.0200         Year                  Y      Denied
## 2694       73853.3300         Year                  Y   Certified
## 2695       49651.9500         Year                  Y      Denied
## 2697       70516.4800         Year                  Y      Denied
## 2698       90529.8600         Year                  Y      Denied
## 2699       48452.5700         Year                  Y   Certified
## 2700       40806.4400         Year                  Y   Certified
## 2702      150445.3700         Year                  Y      Denied
## 2703       64255.1400         Year                  Y   Certified
## 2705       19219.9300         Year                  Y      Denied
## 2706      152043.0400         Year                  Y   Certified
## 2707        3326.6100         Year                  Y   Certified
## 2708       15705.0800         Year                  Y      Denied
## 2710      150239.1000         Year                  Y      Denied
## 2711         209.8800         Hour                  Y      Denied
## 2713      100989.9400         Year                  Y      Denied
## 2714      111372.3100         Year                  Y      Denied
## 2715       87896.3100         Year                  Y      Denied
## 2716       88961.1700         Year                  Y   Certified
## 2717       17919.2100         Year                  Y   Certified
## 2718       92217.7300         Year                  Y      Denied
## 2721      172744.8600         Year                  Y   Certified
## 2722       94973.9000         Year                  Y      Denied
## 2723         616.5072         Hour                  Y      Denied
## 2724       64222.5700         Year                  Y      Denied
## 2726       56146.3800         Year                  Y      Denied
## 2727       94016.1900         Year                  Y   Certified
## 2728         173.5091         Hour                  Y      Denied
## 2730       21930.0800         Year                  Y      Denied
## 2733      112679.0200         Year                  Y   Certified
## 2734       32626.7800         Year                  Y      Denied
## 2735       26736.8200         Year                  Y      Denied
## 2736       31158.6900         Year                  Y      Denied
## 2737      133631.8700         Year                  Y      Denied
## 2738       43719.5100         Year                  Y   Certified
## 2739      121244.9000         Year                  N      Denied
## 2740       83777.6500         Year                  N      Denied
## 2741      127951.8500         Year                  N      Denied
## 2743         158.5000         Year                  Y   Certified
## 2745      158586.0900         Year                  N      Denied
## 2746         776.9489         Hour                  Y   Certified
## 2747      183653.3100         Year                  Y      Denied
## 2748       40905.9100         Year                  Y   Certified
## 2750       80248.7700         Year                  N      Denied
## 2751      107979.7900         Year                  Y      Denied
## 2752       79583.4600         Year                  Y   Certified
## 2753       50664.6900         Year                  Y   Certified
## 2754       51866.5100         Year                  Y   Certified
## 2755      155518.3600         Year                  Y      Denied
## 2757       66453.5400         Year                  Y      Denied
## 2758       17940.6100         Year                  Y   Certified
## 2759       31514.0000         Year                  Y      Denied
## 2760       46853.2400         Year                  Y   Certified
## 2761         940.4745         Hour                  Y   Certified
## 2762       69765.8100         Year                  Y      Denied
## 2766      118660.2500         Year                  N      Denied
## 2768      120669.7600         Year                  Y   Certified
## 2770      110198.5000         Year                  Y      Denied
## 2771       39063.6600         Year                  Y   Certified
## 2772         571.9348         Hour                  Y   Certified
## 2774      137545.7800         Year                  Y   Certified
## 2775       85641.4800         Year                  Y      Denied
## 2776       19200.3000         Year                  Y   Certified
## 2778       41965.0200         Year                  Y      Denied
## 2779       69177.8400         Year                  Y      Denied
## 2781      108783.9300         Year                  Y   Certified
## 2782      110511.4100         Year                  Y      Denied
## 2783       23712.2200         Year                  Y   Certified
## 2785      136408.6000         Year                  Y      Denied
## 2786       60946.2000         Year                  Y   Certified
## 2788       42187.8800         Year                  Y      Denied
## 2789       89305.6000         Year                  Y   Certified
## 2791      137581.4100         Year                  N   Certified
## 2792       66674.8800         Year                  Y   Certified
## 2793       47556.7200         Year                  Y      Denied
## 2794       65753.4300         Year                  Y      Denied
## 2795      122028.1500         Year                  Y      Denied
## 2796       81999.9400         Year                  Y   Certified
## 2797       28657.3400         Year                  Y      Denied
## 2798       28597.7700         Year                  Y   Certified
## 2799      198796.5500         Year                  Y      Denied
## 2800       85624.2400         Year                  Y   Certified
## 2802       26871.6200         Year                  Y   Certified
## 2803       15197.7000         Year                  Y   Certified
## 2804      121042.0600         Year                  Y      Denied
## 2805       99155.4200         Year                  Y      Denied
## 2806       71051.7400         Year                  Y      Denied
## 2807       87737.3900         Year                  Y   Certified
## 2808       57896.7700         Year                  Y   Certified
## 2810        5170.4800         Year                  Y      Denied
## 2812       82253.0300         Year                  Y   Certified
## 2814       58960.1800         Year                  N      Denied
## 2816        2469.5900         Year                  Y   Certified
## 2817      121533.2800         Year                  Y      Denied
## 2818       15023.5900         Year                  Y   Certified
## 2819      157950.2900         Year                  Y      Denied
## 2820       94418.0800         Year                  N      Denied
## 2821      139463.7200         Year                  Y      Denied
## 2822      120904.1100         Year                  Y   Certified
## 2824       96547.3200         Year                  Y      Denied
## 2825         311.3324         Hour                  Y      Denied
## 2827       36549.7700         Year                  Y   Certified
## 2828       84364.3200         Year                  Y      Denied
## 2829       21661.3600         Year                  Y   Certified
## 2830      105545.9900         Year                  Y   Certified
## 2831         100.6600         Hour                  Y   Certified
## 2832       69079.8400         Year                  Y   Certified
## 2833       24386.0500         Year                  Y   Certified
## 2834       98972.7800         Year                  Y      Denied
## 2836       55029.8200         Year                  Y   Certified
## 2837       86540.1300         Year                  Y      Denied
## 2840      115402.7000         Year                  Y   Certified
## 2841       12093.0500         Year                  Y   Certified
## 2842      106628.4000         Year                  Y   Certified
## 2843       83590.6200         Year                  Y      Denied
## 2844       63030.7600         Year                  Y      Denied
## 2847        3753.0700         Year                  Y   Certified
## 2848       13830.8000         Year                  Y   Certified
## 2849       52130.2600         Year                  Y   Certified
## 2852         151.7829         Hour                  Y      Denied
## 2853       47953.8700         Year                  Y   Certified
## 2854       38618.7100         Year                  Y      Denied
## 2855       91881.0600         Year                  Y   Certified
## 2856       81812.3900         Year                  Y   Certified
## 2858       43389.0200         Year                  Y      Denied
## 2860      103491.1400         Year                  Y      Denied
## 2861          18.4425         Hour                  Y      Denied
## 2863         259.5200         Year                  Y      Denied
## 2864      110074.8400         Year                  Y      Denied
## 2865      216708.7400         Year                  N      Denied
## 2867       54198.0600         Year                  Y   Certified
## 2868       81747.8700         Year                  N      Denied
## 2870      129628.3900         Year                  Y      Denied
## 2871      114979.2400         Year                  Y   Certified
## 2873       48773.3300         Year                  Y   Certified
## 2874       93249.4500         Year                  Y      Denied
## 2875      121205.7800         Year                  Y   Certified
## 2877       75910.1300         Year                  Y      Denied
## 2878       49825.2900         Week                  Y   Certified
## 2879         289.8000         Year                  Y   Certified
## 2880       66234.2700         Year                  Y   Certified
## 2881       69782.6400         Year                  Y      Denied
## 2882      130671.2300         Year                  N   Certified
## 2883       94094.1100         Year                  Y   Certified
## 2884       12586.7300         Year                  Y   Certified
## 2885       52561.2200         Year                  Y      Denied
## 2887      147570.7200         Year                  N      Denied
## 2888       56041.6900         Year                  Y      Denied
## 2889      142609.9000         Year                  Y      Denied
## 2890       10073.5100         Year                  Y      Denied
## 2891       53892.1000         Year                  Y   Certified
## 2892      171486.2100         Year                  Y      Denied
## 2893      104855.9500         Year                  Y      Denied
## 2894       90314.4400         Year                  Y   Certified
## 2895       12661.0800         Year                  Y   Certified
## 2896        8914.1200         Year                  Y      Denied
## 2898         103.3600         Hour                  Y      Denied
## 2899       79310.8700         Year                  Y   Certified
## 2901       60002.5900         Year                  Y      Denied
## 2902       76251.6500         Year                  N      Denied
## 2903       66822.9600         Year                  Y      Denied
## 2904      135428.8200         Year                  Y      Denied
## 2906      116591.9600         Year                  Y      Denied
## 2909      131629.7800         Year                  Y      Denied
## 2912      105257.6700         Year                  Y   Certified
## 2913         291.2804         Hour                  Y   Certified
## 2914        5303.8600         Year                  Y   Certified
## 2915      143084.6900         Year                  Y      Denied
## 2916      102114.6200         Year                  Y      Denied
## 2918       90894.8000         Year                  Y      Denied
## 2919      112799.4600         Year                  Y   Certified
## 2920       23697.8800         Year                  Y   Certified
## 2921       58549.4000         Year                  Y      Denied
## 2922      199424.6300         Year                  N   Certified
## 2924        1366.8900         Year                  Y   Certified
## 2925       49705.6400         Week                  Y      Denied
## 2926       78636.2100         Year                  Y   Certified
## 2927      124873.7400         Year                  Y      Denied
## 2930       31386.8100         Year                  Y      Denied
## 2931      123752.0000         Year                  Y   Certified
## 2932         591.7602         Hour                  Y      Denied
## 2933        3293.0500         Year                  Y   Certified
## 2934       15892.6900         Year                  Y   Certified
## 2935         410.6198         Hour                  Y   Certified
## 2936      111253.9000         Year                  Y      Denied
## 2937        7184.1300         Year                  Y   Certified
## 2938       53779.2100         Year                  Y      Denied
## 2939       40518.5700         Year                  Y   Certified
## 2940       69012.2400         Year                  N      Denied
## 2941      145447.4700         Year                  Y      Denied
## 2942      133470.9200         Year                  Y      Denied
## 2944       50563.7800         Year                  Y   Certified
## 2945       48971.1700         Year                  Y   Certified
## 2947      165372.9800         Year                  Y   Certified
## 2948      106941.7600         Year                  Y      Denied
## 2949      107853.3800         Year                  Y   Certified
## 2951       28964.0800         Year                  Y   Certified
## 2953      115099.1200         Year                  Y      Denied
## 2955       55552.3500         Year                  Y      Denied
## 2956       44346.7900         Year                  Y      Denied
## 2959       92478.5800         Year                  Y      Denied
## 2960       78606.6500         Year                  Y   Certified
## 2961       59128.2400         Year                  Y      Denied
## 2962      103516.7600         Year                  Y   Certified
## 2963      102649.8300         Year                  Y      Denied
## 2964       83609.9700         Year                  Y      Denied
## 2965       70337.1300         Year                  Y   Certified
## 2966       82354.6600         Year                  Y      Denied
## 2967       74475.6500         Year                  Y      Denied
## 2968       52858.4900         Year                  Y   Certified
## 2969       81156.7300         Year                  N   Certified
## 2970       53973.3100         Year                  Y      Denied
## 2971       76929.7100         Year                  Y      Denied
## 2972      110193.8000         Year                  Y   Certified
## 2973      116905.0900         Year                  Y      Denied
## 2974       68956.2900         Year                  Y   Certified
## 2975      125130.1400         Year                  Y      Denied
## 2976       80799.0000         Year                  Y      Denied
## 2977      115225.0800         Year                  Y      Denied
## 2978       39292.6900         Year                  N      Denied
## 2979       96679.6500         Year                  Y      Denied
## 2980       39479.9400         Year                  Y      Denied
## 2981      136425.3900         Year                  Y      Denied
## 2982       98038.6000         Year                  Y      Denied
## 2983      114298.1100         Year                  Y      Denied
## 2984       73556.1400         Year                  Y   Certified
## 2985      166859.2200         Year                  Y      Denied
## 2986      102574.0100         Year                  Y      Denied
## 2987      182206.8500         Year                  Y      Denied
## 2988         531.7683         Hour                  Y   Certified
## 2989       52097.7100         Year                  Y   Certified
## 2990      120350.5800         Year                  Y   Certified
## 2992      108556.1200         Year                  Y   Certified
## 2993       58299.7900         Year                  Y      Denied
## 2994       17538.6200         Year                  Y      Denied
## 2995       70300.5800         Year                  Y      Denied
## 2996         359.9641         Hour                  Y   Certified
## 2997       60875.2100         Year                  Y   Certified
## 2999       34398.0900         Year                  N   Certified
## 3000       42388.9800         Year                  Y   Certified
## 3001      114979.8900         Year                  Y      Denied
## 3003        5927.2900         Year                  Y   Certified
## 3004      149886.2800         Year                  Y   Certified
## 3005       78688.0300         Year                  Y      Denied
## 3006       96022.4200         Year                  Y   Certified
## 3008       44996.8400         Year                  Y   Certified
## 3009       57861.3200         Year                  Y   Certified
## 3010       98138.3300         Year                  Y      Denied
## 3011      140268.3900         Year                  Y   Certified
## 3012      128983.0700         Year                  Y   Certified
## 3013       56289.5500         Year                  Y   Certified
## 3014       35941.1000         Year                  Y      Denied
## 3015         753.3927         Hour                  Y      Denied
## 3016      118245.7700         Year                  N      Denied
## 3017      141431.7400         Year                  Y   Certified
## 3018       54246.7200         Year                  Y      Denied
## 3019       16774.5300         Year                  N   Certified
## 3020       76818.4600         Year                  Y      Denied
## 3022       69821.5800         Year                  Y      Denied
## 3024       38462.0500         Year                  Y   Certified
## 3025         564.0663         Hour                  Y      Denied
## 3026      117026.9200         Year                  Y   Certified
## 3028      104711.9100         Year                  N      Denied
## 3029      122819.1900         Year                  Y      Denied
## 3030       18320.4500         Year                  Y   Certified
## 3031      100470.6600         Year                  Y   Certified
## 3032       51048.0800         Year                  Y      Denied
## 3033         544.0921         Hour                  Y      Denied
## 3034       93520.6600         Year                  Y      Denied
## 3035       32393.3900         Year                  Y   Certified
## 3036          77.4976         Hour                  Y      Denied
## 3037       37166.6100         Year                  Y   Certified
## 3038       81338.3100         Year                  Y   Certified
## 3039       47402.0600         Year                  Y      Denied
## 3040       42123.7000         Year                  Y   Certified
## 3042         673.8178         Hour                  Y      Denied
## 3043       52124.2400         Year                  Y      Denied
## 3044      109585.8100         Year                  Y   Certified
## 3045       95706.2100         Year                  Y      Denied
## 3046       47954.9400         Year                  Y      Denied
## 3047       75739.5200         Year                  Y   Certified
## 3048       83060.5000         Year                  Y      Denied
## 3049       66410.7700         Year                  Y      Denied
## 3050      134735.1000         Year                  Y      Denied
## 3051       68353.9000         Year                  Y   Certified
## 3052       84864.3900         Year                  Y      Denied
## 3053       38136.7500         Year                  Y   Certified
## 3055      161624.5600         Year                  N   Certified
## 3056       65972.0600         Year                  Y   Certified
## 3058        4090.9200         Year                  Y   Certified
## 3059       18766.6800         Year                  Y      Denied
## 3060      109949.9100         Year                  N      Denied
## 3062       61089.4100         Year                  Y   Certified
## 3063       64913.2800         Year                  Y      Denied
## 3064       11583.3400         Year                  Y      Denied
## 3065       73661.8300         Year                  Y   Certified
## 3066      135662.3100         Year                  Y      Denied
## 3067       43866.5400         Year                  Y      Denied
## 3068       13222.1200         Week                  Y   Certified
## 3069       11633.8500         Year                  Y   Certified
## 3070      100936.9300         Year                  Y      Denied
## 3071        9971.3800         Year                  Y   Certified
## 3073      161375.1600         Year                  Y   Certified
## 3074        7901.5300         Year                  Y      Denied
## 3075       75891.4800         Year                  Y   Certified
## 3076      175037.3600         Year                  Y   Certified
## 3077       92628.4700         Year                  Y      Denied
## 3078        8921.5400         Year                  Y      Denied
## 3079      106631.9200         Year                  Y   Certified
## 3080       73835.3400         Year                  Y   Certified
## 3081       85721.9400         Year                  Y      Denied
## 3082      113488.9100         Year                  Y      Denied
## 3083      120965.8200         Year                  Y   Certified
## 3084        2565.0200         Year                  Y      Denied
## 3085       71671.9400         Year                  Y   Certified
## 3086      121190.0700         Year                  Y   Certified
## 3087       73162.9600         Year                  Y      Denied
## 3088       17240.6800         Year                  Y      Denied
## 3090       61332.5800         Year                  Y   Certified
## 3091       54050.9000         Year                  N   Certified
## 3092      191992.0400         Year                  Y      Denied
## 3093       60706.9900         Year                  Y      Denied
## 3094      106156.3700         Year                  Y      Denied
## 3096        3405.7500         Year                  Y      Denied
## 3097         187.4200         Hour                  Y      Denied
## 3098       74734.8000         Year                  N      Denied
## 3099       23234.0200         Year                  Y   Certified
## 3101       31736.9900         Year                  Y   Certified
## 3103      181691.6600         Year                  Y   Certified
## 3105       77605.7800         Year                  Y      Denied
## 3107       92462.4300         Year                  Y   Certified
## 3108       93221.9900         Year                  N   Certified
## 3110       83531.7300         Year                  Y      Denied
## 3111       12382.9600         Year                  Y      Denied
## 3112         414.5323         Hour                  Y   Certified
## 3113       47358.6800         Year                  Y   Certified
## 3114       51097.2700         Year                  Y      Denied
## 3115       83286.0600         Year                  Y   Certified
## 3116       15137.5600         Year                  Y   Certified
## 3118       48803.4700         Year                  Y      Denied
## 3120      131377.1500         Year                  Y   Certified
## 3121         394.2187         Hour                  Y      Denied
## 3123       45894.5800         Year                  Y      Denied
## 3125       30068.7100         Year                  Y      Denied
## 3126       10664.9000         Year                  Y      Denied
## 3127       86226.1400         Year                  Y   Certified
## 3128       12080.1600         Year                  Y   Certified
## 3129         287.2183         Hour                  Y   Certified
## 3130      123908.6700         Year                  N      Denied
## 3131         452.2859         Hour                  Y   Certified
## 3132       73918.6000         Year                  Y   Certified
## 3133       81298.1200         Year                  Y      Denied
## 3134       54309.5500         Year                  N      Denied
## 3135         596.2339         Hour                  Y      Denied
## 3137       93477.8100         Year                  Y      Denied
## 3139      203915.7000         Year                  Y   Certified
## 3141       35670.6300         Year                  Y   Certified
## 3142       71558.8400         Year                  Y   Certified
## 3143       69251.2600         Year                  N   Certified
## 3144         189.0437         Hour                  Y      Denied
## 3145       97048.9100         Year                  Y   Certified
## 3146       79646.4200         Year                  Y   Certified
## 3148      118790.9500         Year                  Y      Denied
## 3149       29396.3100         Year                  Y   Certified
## 3150       92623.6200         Year                  Y      Denied
## 3151      147314.2300         Year                  Y   Certified
## 3152       70460.1000         Year                  Y   Certified
## 3153       43942.9500         Year                  Y   Certified
## 3154       77184.4600         Year                  Y   Certified
## 3155      143145.2600         Year                  Y      Denied
## 3157       24254.9600         Year                  Y   Certified
## 3158      127885.3500         Year                  Y      Denied
## 3160      118769.3800         Year                  Y      Denied
## 3161       86898.3900         Year                  Y      Denied
## 3162       20050.0800         Year                  Y      Denied
## 3163      179791.7900         Year                  N   Certified
## 3164       19351.8700         Year                  Y   Certified
## 3165      141649.1600         Year                  Y   Certified
## 3166       34056.7600         Year                  Y   Certified
## 3167         817.9455         Hour                  Y      Denied
## 3169      150434.6300         Year                  Y   Certified
## 3170       79826.5200         Year                  Y   Certified
## 3171       58880.1800         Year                  Y      Denied
## 3173      112499.6300         Year                  Y      Denied
## 3174       63988.6400         Year                  Y   Certified
## 3175         149.4644         Hour                  Y   Certified
## 3178       51274.9900         Year                  N      Denied
## 3179       82369.0600         Year                  Y   Certified
## 3180       40177.9200         Year                  Y   Certified
## 3181       63882.0200         Year                  N   Certified
## 3182       21556.6600         Year                  Y   Certified
## 3184      138370.7400         Year                  Y      Denied
## 3185       94810.4100         Year                  Y   Certified
## 3186      185489.3600         Year                  Y   Certified
## 3187       41442.5100         Year                  Y      Denied
## 3188         102.2100         Hour                  Y      Denied
## 3189       59940.9000         Year                  Y   Certified
## 3191       96506.8900         Year                  Y   Certified
## 3192       21681.1500         Year                  Y   Certified
## 3195      129731.9100         Year                  Y   Certified
## 3196         713.7807         Hour                  Y      Denied
## 3197      144115.8100         Year                  Y      Denied
## 3198       15650.3700         Week                  Y      Denied
## 3200         677.0829         Hour                  Y      Denied
## 3201      133619.9500         Year                  Y      Denied
## 3202      126813.7500         Year                  Y   Certified
## 3203       16257.8900         Year                  Y   Certified
## 3204        3673.6300         Year                  Y   Certified
## 3205         109.0600         Hour                  Y      Denied
## 3206       68072.9500         Year                  Y      Denied
## 3207      125865.4800         Year                  Y      Denied
## 3208       81888.1000         Year                  N      Denied
## 3209       79439.6700         Year                  Y   Certified
## 3210       32361.5900         Year                  N   Certified
## 3211         613.7100         Year                  Y   Certified
## 3212       56493.1000         Year                  Y   Certified
## 3213      101498.8400         Year                  Y      Denied
## 3215       22235.8000         Year                  Y      Denied
## 3216       29814.7400         Year                  Y   Certified
## 3218      148336.9200         Year                  Y      Denied
## 3219      125406.4300         Year                  Y   Certified
## 3220         799.1258         Hour                  Y      Denied
## 3221        9277.6400         Year                  N      Denied
## 3223      115096.4500         Year                  Y      Denied
## 3226       79697.4300         Year                  Y   Certified
## 3227       92640.4900         Year                  Y   Certified
## 3228       63845.2000         Year                  N      Denied
## 3229       87864.6200         Year                  Y   Certified
## 3230      106885.1300        Month                  Y   Certified
## 3231      140821.2600         Year                  Y   Certified
## 3232      132646.7100         Year                  Y   Certified
## 3233      112825.9100         Year                  Y   Certified
## 3234       66388.1000         Year                  Y   Certified
## 3235      120372.7000         Year                  N   Certified
## 3236      133136.5700         Year                  N      Denied
## 3237      111413.2100         Year                  Y      Denied
## 3238       59156.3000         Year                  Y   Certified
## 3239      116801.8100         Year                  Y      Denied
## 3240       82045.1300         Year                  Y      Denied
## 3241       90816.7300         Year                  Y   Certified
## 3242       94707.9200         Year                  Y   Certified
## 3243       90149.7600         Year                  Y   Certified
## 3245       52337.5000         Year                  Y   Certified
## 3246       36421.7800         Year                  Y   Certified
## 3247       18369.6900         Year                  Y   Certified
## 3248      137673.0700         Year                  Y   Certified
## 3249         481.5371         Hour                  Y      Denied
## 3251       42854.7900         Year                  Y   Certified
## 3252      150976.0200         Year                  Y      Denied
## 3253       17412.3200         Year                  Y   Certified
## 3255       62700.1300         Year                  Y   Certified
## 3256       98699.1500         Year                  Y   Certified
## 3257       15830.1800         Year                  Y   Certified
## 3259       66451.6200         Year                  Y      Denied
## 3261       82643.2300         Year                  Y   Certified
## 3262         668.4393         Hour                  Y      Denied
## 3263       29090.9200         Year                  Y      Denied
## 3264       34490.1700         Year                  Y   Certified
## 3265      203769.2900         Year                  Y   Certified
## 3266         564.7043         Hour                  Y      Denied
## 3267       65010.8300         Year                  Y   Certified
## 3268       46519.5200         Year                  Y      Denied
## 3269       52336.1200         Year                  N   Certified
## 3271       23778.2500         Year                  Y   Certified
## 3272       68324.0900         Year                  Y      Denied
## 3273       45509.2500         Year                  Y   Certified
## 3274       65561.7600         Year                  N      Denied
## 3275      106678.3200         Year                  Y   Certified
## 3276      104481.0400         Year                  Y      Denied
## 3277       14386.5700         Year                  Y      Denied
## 3278         131.0796         Hour                  Y      Denied
## 3279      113405.0900         Year                  Y      Denied
## 3280       68337.5000         Year                  Y      Denied
## 3281      171059.5600         Year                  Y      Denied
## 3282        7948.6200         Year                  Y   Certified
## 3283       21794.6400         Year                  Y   Certified
## 3286       20195.3600         Year                  Y      Denied
## 3287         570.9260         Hour                  Y   Certified
## 3288       79349.4300         Year                  Y   Certified
## 3289       57467.1000         Year                  Y      Denied
## 3290        4048.2500         Year                  Y   Certified
## 3291       92963.5600         Year                  Y      Denied
## 3292        1206.0700         Year                  Y      Denied
## 3295      109982.5800         Year                  Y   Certified
## 3296       68751.5200         Year                  Y   Certified
## 3297       65646.8700         Year                  Y   Certified
## 3298       21882.5000         Year                  Y   Certified
## 3299       48965.5000         Year                  Y   Certified
## 3301      139915.9700         Year                  Y   Certified
## 3302       65281.2400         Year                  Y   Certified
## 3303       92962.2000         Year                  Y   Certified
## 3304       67072.8200         Year                  Y      Denied
## 3305      172687.5300         Week                  Y   Certified
## 3306      128782.2100         Year                  N   Certified
## 3308      119173.6900         Year                  Y   Certified
## 3309       68888.2600         Year                  Y      Denied
## 3310      139990.0200         Year                  Y      Denied
## 3311      165421.0400        Month                  Y      Denied
## 3312      183721.4600         Year                  Y      Denied
## 3315       80525.7300         Year                  N      Denied
## 3316       24605.9900         Year                  Y      Denied
## 3317      114871.0800         Year                  N      Denied
## 3318       81779.6600         Year                  Y   Certified
## 3320       42953.5500         Year                  Y      Denied
## 3321       30103.7100         Year                  Y   Certified
## 3322       59624.9300         Year                  Y      Denied
## 3323       70746.0400         Year                  Y   Certified
## 3324      127862.1300         Year                  Y   Certified
## 3325       53252.5000         Year                  Y   Certified
## 3326       42517.2500         Year                  Y      Denied
## 3327      186386.2800         Year                  Y   Certified
## 3328       82379.0600         Week                  Y   Certified
## 3331       54505.6000         Year                  Y   Certified
## 3332      131136.6900         Year                  Y   Certified
## 3333       45422.5100         Year                  N      Denied
## 3335        1926.3200         Year                  Y   Certified
## 3336       40999.3000         Year                  Y   Certified
## 3337      123773.3700         Year                  Y   Certified
## 3338      104810.5000         Year                  Y      Denied
## 3339         327.9435         Hour                  Y   Certified
## 3340      179303.8000         Year                  N      Denied
## 3341       50124.5400         Year                  Y      Denied
## 3342      131510.8300         Year                  N      Denied
## 3343       28850.7500         Year                  Y   Certified
## 3344       49518.6500         Year                  N   Certified
## 3346       13588.5100         Year                  Y      Denied
## 3347      168064.4000         Year                  N   Certified
## 3348       48015.6700         Year                  N      Denied
## 3349      151599.8400         Year                  N   Certified
## 3350       43516.4300         Year                  N   Certified
## 3354       68124.2800         Year                  Y   Certified
## 3355       51900.2200         Year                  Y      Denied
## 3356      151192.0500         Year                  Y      Denied
## 3357       73108.4200         Week                  Y   Certified
## 3358      159551.1500         Year                  Y      Denied
## 3359      101202.1100         Year                  Y   Certified
## 3360      111403.7500         Year                  Y   Certified
## 3362      112522.9200         Year                  Y   Certified
## 3364       71818.7800         Year                  Y   Certified
## 3365       73414.7000         Week                  Y   Certified
## 3366       86596.1700         Year                  Y   Certified
## 3367      112931.7600         Year                  Y   Certified
## 3368      103581.8300         Year                  Y   Certified
## 3369       79880.9900         Year                  Y   Certified
## 3370       27621.5300         Year                  Y   Certified
## 3371       99821.0600         Year                  Y      Denied
## 3372        7001.8200         Year                  Y      Denied
## 3374       81469.0400         Year                  Y   Certified
## 3375      103180.3800         Year                  Y      Denied
## 3376      141922.0700         Year                  Y   Certified
## 3377       10455.1200         Year                  Y      Denied
## 3378       85556.8300         Year                  N   Certified
## 3379       93818.5900         Week                  Y      Denied
## 3381      104978.1500         Year                  Y      Denied
## 3382       74074.4400         Year                  Y   Certified
## 3384      135055.8700         Year                  Y   Certified
## 3385      101505.9000         Year                  Y   Certified
## 3386       46806.2100         Year                  Y      Denied
## 3387       75170.2300         Year                  Y   Certified
## 3388      113222.0000         Year                  Y      Denied
## 3389       98089.7600         Year                  Y      Denied
## 3390      109134.8600         Year                  Y   Certified
## 3391         589.4545         Hour                  Y      Denied
## 3393      107317.0800         Year                  Y      Denied
## 3394      102329.2900         Year                  Y   Certified
## 3395       14516.7400         Year                  Y      Denied
## 3398       60605.7900         Year                  Y   Certified
## 3399      104594.7600         Year                  Y   Certified
## 3400       48834.7200         Year                  N   Certified
## 3401       77153.8800         Year                  Y      Denied
## 3402       69206.4300         Year                  Y   Certified
## 3403       57938.6600         Year                  Y   Certified
## 3404       34830.6900         Year                  Y      Denied
## 3405       10692.7400         Year                  Y      Denied
## 3406      121629.6000        Month                  N   Certified
## 3407      101056.5400         Year                  Y   Certified
## 3408      113093.7300         Year                  Y   Certified
## 3409       37042.5500         Year                  Y   Certified
## 3410       74312.2800         Year                  Y   Certified
## 3411       54462.1600         Year                  Y   Certified
## 3412         656.6898         Hour                  Y      Denied
## 3413       52721.3800         Year                  Y      Denied
## 3414         101.8983         Hour                  Y      Denied
## 3415      103586.6200         Year                  Y   Certified
## 3416        3057.6700         Year                  Y   Certified
## 3417       59636.0700         Year                  N      Denied
## 3418      161785.4300         Year                  Y      Denied
## 3419         125.4000         Hour                  Y      Denied
## 3420       33416.2700         Year                  Y      Denied
## 3421      112316.3000         Year                  Y   Certified
## 3422       84064.3500         Year                  Y   Certified
## 3424       27316.8200         Year                  Y   Certified
## 3425       58561.8600         Year                  Y   Certified
## 3426       58379.7700         Year                  Y   Certified
## 3427      119244.6300         Year                  Y      Denied
## 3429       35365.0100         Year                  Y   Certified
## 3430       50831.7300         Year                  Y   Certified
## 3431       84396.6700         Year                  Y      Denied
## 3432      113238.4900         Year                  Y      Denied
## 3433       96332.0900         Year                  Y   Certified
## 3434         813.7261         Hour                  Y   Certified
## 3435      144637.1700         Year                  Y      Denied
## 3436      144055.1300         Year                  Y   Certified
## 3437       94128.3000         Year                  Y   Certified
## 3438       89679.1800         Year                  Y   Certified
## 3439       57257.3700         Year                  Y      Denied
## 3440      141441.0400         Year                  Y   Certified
## 3441       33446.1600         Year                  Y      Denied
## 3442       80023.7600         Week                  Y   Certified
## 3443      102348.8700         Year                  Y      Denied
## 3444       84724.2800         Year                  Y   Certified
## 3445      127953.0700         Year                  Y   Certified
## 3446       82373.8500         Year                  Y   Certified
## 3448      112188.1100         Year                  Y      Denied
## 3449       55629.1100         Year                  Y      Denied
## 3450       52057.9000         Year                  Y      Denied
## 3451      102150.8000         Year                  Y   Certified
## 3452       24288.1400         Year                  Y   Certified
## 3453         976.1200         Year                  Y   Certified
## 3454       53012.7300         Year                  Y   Certified
## 3455       72486.6300         Year                  Y      Denied
## 3456      101315.8000         Year                  Y      Denied
## 3457       10804.0300         Year                  Y   Certified
## 3458       30780.9100         Year                  Y      Denied
## 3459      133220.0700         Year                  N      Denied
## 3460          11.4473         Hour                  Y   Certified
## 3461       40663.2500         Year                  Y      Denied
## 3462       92577.4000         Year                  Y   Certified
## 3463       91463.4900         Year                  Y   Certified
## 3465      155116.8300         Year                  N   Certified
## 3466       13387.5300         Year                  Y      Denied
## 3467       99197.9900         Year                  Y   Certified
## 3470       39460.6300         Year                  Y   Certified
## 3471         100.7300         Hour                  Y      Denied
## 3472         915.7486         Hour                  Y      Denied
## 3473       68347.0500         Year                  Y   Certified
## 3474         243.2901         Hour                  Y      Denied
## 3475      114518.7300         Year                  Y      Denied
## 3476         576.9700         Hour                  Y      Denied
## 3477       51019.6800         Year                  Y   Certified
## 3478         109.7600         Hour                  Y      Denied
## 3479       20596.5200         Year                  Y      Denied
## 3480         359.9667         Hour                  Y      Denied
## 3481       71629.2200         Year                  Y      Denied
## 3482       84696.4600         Year                  Y      Denied
## 3483        2034.2800         Year                  Y      Denied
## 3484       70108.0400         Year                  Y   Certified
## 3485       79623.9400         Year                  Y   Certified
## 3486       39534.5700         Week                  Y      Denied
## 3487      107881.7900         Year                  Y   Certified
## 3488         269.9173         Hour                  Y      Denied
## 3489       63801.0300         Year                  Y      Denied
## 3490       78023.0100         Year                  Y      Denied
## 3491       46588.9700         Year                  Y      Denied
## 3492          15.6472         Hour                  Y      Denied
## 3494      151531.6000         Year                  N   Certified
## 3495      127752.5300         Year                  Y      Denied
## 3496       97179.8200         Year                  N      Denied
## 3498      104041.8600         Year                  Y      Denied
## 3499       59768.4800         Year                  Y      Denied
## 3500        9054.8900         Year                  Y      Denied
## 3501       98456.0300         Year                  Y   Certified
## 3502      107548.5200         Year                  Y      Denied
## 3504       14842.5900         Year                  Y      Denied
## 3506         475.2464         Hour                  Y      Denied
## 3509      135461.4200         Year                  N      Denied
## 3510        3563.8300         Year                  Y      Denied
## 3511       13068.4400         Year                  Y      Denied
## 3513      111582.9000         Year                  Y      Denied
## 3514       47645.5800         Year                  Y      Denied
## 3516       70404.2900         Year                  Y   Certified
## 3517       61313.7700         Year                  Y   Certified
## 3519         743.4468         Hour                  Y      Denied
## 3520       39180.1900         Year                  Y   Certified
## 3521      160472.2700         Year                  Y   Certified
## 3522       43296.1500         Year                  Y      Denied
## 3524       23515.8200         Year                  Y      Denied
## 3525      108118.7600         Year                  Y   Certified
## 3526       15477.7700         Year                  Y   Certified
## 3527         289.1887         Hour                  Y      Denied
## 3529       72903.3400         Year                  Y   Certified
## 3530       97906.7200         Year                  N   Certified
## 3531      101642.3900         Year                  Y      Denied
## 3533       13192.9800         Year                  Y   Certified
## 3534       61905.1100         Year                  Y   Certified
## 3536      116737.4500         Year                  Y   Certified
## 3539       49357.2500         Year                  Y   Certified
## 3541       60436.8600         Year                  Y   Certified
## 3542         455.2163         Hour                  Y      Denied
## 3544       43523.6100         Year                  Y      Denied
## 3545      121756.2500         Year                  Y      Denied
## 3548      152320.2800         Year                  Y      Denied
## 3549       10122.3000         Year                  Y   Certified
## 3550       18935.5900         Year                  Y      Denied
## 3551       16075.6900         Year                  Y   Certified
## 3552      112784.4600         Year                  Y   Certified
## 3553       80136.3000         Year                  Y      Denied
## 3554       63907.7300         Year                  Y      Denied
## 3555       73305.9300         Year                  Y      Denied
## 3556         515.4184         Hour                  Y   Certified
## 3557       96792.0200         Year                  N      Denied
## 3558       76504.3500         Year                  Y      Denied
## 3559         198.4095         Hour                  Y      Denied
## 3560      138930.3200         Year                  Y      Denied
## 3562      175175.0600         Year                  Y      Denied
## 3563       69117.8900         Year                  Y      Denied
## 3565       66461.9900         Year                  Y      Denied
## 3566       93750.8900         Year                  Y      Denied
## 3567       43514.1800         Year                  Y      Denied
## 3568       23324.5400         Year                  Y      Denied
## 3569      119022.9400         Year                  Y   Certified
## 3571       85562.6000         Year                  Y      Denied
## 3572      143687.5200         Year                  Y      Denied
## 3574      157780.7700         Year                  Y      Denied
## 3575       72104.9600         Year                  Y   Certified
## 3576       58767.2000         Year                  N   Certified
## 3578       47693.7700         Year                  Y   Certified
## 3579       71273.5900         Year                  Y      Denied
## 3580      109127.2800         Year                  Y      Denied
## 3581         469.7371         Hour                  Y      Denied
## 3582       85089.3700         Year                  N      Denied
## 3583       26457.5400         Year                  Y   Certified
## 3584       76578.6100         Year                  Y   Certified
## 3585       15448.6600         Year                  Y   Certified
## 3586      130652.8000         Year                  Y   Certified
## 3587      155913.8900         Year                  Y      Denied
## 3588      134462.1400         Year                  Y   Certified
## 3589       44022.4700         Year                  Y      Denied
## 3590      111902.9400         Year                  Y   Certified
## 3591         316.8972         Hour                  Y      Denied
## 3593       28217.1100         Year                  Y   Certified
## 3594       89508.3300         Year                  N   Certified
## 3595       59044.8000         Year                  Y      Denied
## 3596         601.0742         Hour                  Y   Certified
## 3597       36358.9600         Year                  Y   Certified
## 3598       71124.0600         Year                  N      Denied
## 3599         106.8412         Hour                  Y      Denied
## 3600      110075.8800         Year                  Y      Denied
## 3601       33143.8100         Year                  Y   Certified
## 3602       71692.5800         Year                  N      Denied
## 3603       67689.8200         Year                  N   Certified
## 3604      104405.1700         Year                  Y      Denied
## 3605      167312.7600         Year                  Y      Denied
## 3606       74285.3500         Year                  Y   Certified
## 3607         723.5006         Hour                  Y      Denied
## 3608       44170.8900         Week                  Y      Denied
## 3609       59068.6700         Year                  Y      Denied
## 3610      115514.0300         Year                  N   Certified
## 3612      105298.5500         Year                  Y   Certified
## 3613       33094.2600         Year                  Y   Certified
## 3614      121310.3500         Year                  N   Certified
## 3615      121159.5600         Year                  Y   Certified
## 3617       23728.7300         Year                  Y   Certified
## 3618       19234.8400         Year                  Y   Certified
## 3620       47905.3000         Year                  Y   Certified
## 3623      122255.1700         Year                  Y   Certified
## 3624       33007.1900         Year                  N   Certified
## 3625      106467.3300         Year                  Y   Certified
## 3626       65248.6400         Year                  Y   Certified
## 3627       60625.8100         Year                  Y      Denied
## 3628      105491.5300         Year                  N      Denied
## 3631         473.5168         Hour                  Y      Denied
## 3632      112419.4100         Year                  Y   Certified
## 3633       94574.4400         Year                  Y      Denied
## 3635       98157.0200         Year                  Y      Denied
## 3636       16097.5300         Year                  Y   Certified
## 3637       84472.5400         Year                  Y   Certified
## 3638       36074.0900         Year                  Y      Denied
## 3639      215525.0500         Year                  Y      Denied
## 3640      127517.6600         Year                  N      Denied
## 3642       91831.8900         Year                  Y      Denied
## 3644      106248.3000         Year                  Y   Certified
## 3645       30799.2000         Year                  Y   Certified
## 3646       90725.2300         Year                  Y      Denied
## 3647       30258.7600         Year                  Y   Certified
## 3648       74534.6300         Year                  Y   Certified
## 3649       62463.6200         Year                  Y   Certified
## 3650       61535.4800         Year                  Y   Certified
## 3651       14085.4400         Year                  Y   Certified
## 3652      105629.9000         Year                  Y      Denied
## 3653         652.7163         Hour                  Y      Denied
## 3654      120974.7300         Year                  N      Denied
## 3655       54905.5400         Year                  Y   Certified
## 3656      112855.2700         Year                  Y      Denied
## 3657         925.4300         Year                  Y   Certified
## 3658       75323.1700         Year                  Y   Certified
## 3659       84937.7500         Year                  Y      Denied
## 3660         672.6842         Hour                  Y      Denied
## 3661      144178.3400         Year                  Y      Denied
## 3662       73224.7400         Year                  N      Denied
## 3663      126497.4000         Year                  N      Denied
## 3664       19654.3700         Year                  Y   Certified
## 3667       73834.3000         Year                  Y      Denied
## 3669      203720.0400         Year                  Y   Certified
## 3670         459.9704         Hour                  Y      Denied
## 3671        4007.1000         Year                  Y   Certified
## 3672       73282.9600         Year                  Y      Denied
## 3673      165260.9900         Year                  Y   Certified
## 3674       64375.7300         Year                  Y      Denied
## 3676      122952.8700         Year                  Y      Denied
## 3678       33798.7700         Year                  Y      Denied
## 3679      114031.2400         Year                  Y   Certified
## 3680       63016.7200         Year                  Y   Certified
## 3681      140652.8500         Year                  Y      Denied
## 3683       32831.9500         Year                  Y   Certified
## 3684      128371.1600         Year                  Y   Certified
## 3685         141.3424         Hour                  Y   Certified
## 3686      138057.1200         Year                  Y   Certified
## 3687       17721.2900         Year                  Y      Denied
## 3688       61024.5500         Year                  Y      Denied
## 3689      108660.3100         Year                  Y   Certified
## 3690      111921.5400         Year                  Y      Denied
## 3691      125465.8300         Year                  Y      Denied
## 3693       27785.7400         Year                  Y      Denied
## 3695       94806.0500         Year                  Y      Denied
## 3696      123539.6600         Year                  Y      Denied
## 3697       21727.9400         Year                  Y   Certified
## 3698      124910.2600         Year                  N   Certified
## 3701       86937.7100         Year                  Y   Certified
## 3702       49385.6200         Year                  Y      Denied
## 3703       50896.0200         Year                  Y      Denied
## 3704       62006.1300         Year                  Y      Denied
## 3705       13458.6100         Year                  Y      Denied
## 3706       11794.0800         Year                  Y   Certified
## 3707       27572.1600         Year                  Y      Denied
## 3711       78349.5900         Year                  Y   Certified
## 3712       70334.3600         Year                  Y      Denied
## 3714       80123.0900         Year                  Y   Certified
## 3715      109442.7100         Year                  Y      Denied
## 3717         448.9782         Hour                  Y      Denied
## 3718      134867.6000         Year                  Y      Denied
## 3719       64820.2800         Year                  Y   Certified
## 3720       36535.8200         Year                  Y      Denied
## 3721      146216.0700         Year                  Y      Denied
## 3722       99300.8400         Year                  N      Denied
## 3724      105040.9600         Year                  Y      Denied
## 3725       40820.7700         Year                  Y   Certified
## 3726       83992.6600         Year                  N      Denied
## 3727        9836.2200         Year                  Y   Certified
## 3728         105.1507         Hour                  Y   Certified
## 3729      116566.1800         Year                  Y      Denied
## 3730        6801.6300         Year                  Y      Denied
## 3731       87653.0000         Year                  Y      Denied
## 3733       35457.2400         Year                  Y      Denied
## 3734      130513.7600         Year                  Y      Denied
## 3735      141938.6800         Year                  Y   Certified
## 3736       42621.4300         Year                  Y      Denied
## 3737       49475.1300         Year                  Y      Denied
## 3739       36326.0500         Year                  Y   Certified
## 3740         358.8772         Hour                  Y   Certified
## 3741       84889.8500         Year                  Y   Certified
## 3742      126055.3000         Year                  Y   Certified
## 3743       33662.0100         Year                  N   Certified
## 3744      136075.5900         Year                  Y      Denied
## 3745      141527.3900         Year                  N      Denied
## 3746      137458.6600         Year                  Y   Certified
## 3747      117040.4400         Year                  N      Denied
## 3748       54184.9800         Year                  Y   Certified
## 3750         712.2584         Hour                  Y      Denied
## 3752       70558.6600         Year                  Y   Certified
## 3753      129632.2700         Year                  N   Certified
## 3754       32864.6400         Year                  Y   Certified
## 3755      139111.8200         Year                  Y   Certified
## 3756       27291.1000         Year                  Y   Certified
## 3757      133870.7000         Year                  Y      Denied
## 3758       88589.0400         Year                  Y   Certified
## 3759       76529.4200         Year                  Y   Certified
## 3760       33539.8700         Year                  Y      Denied
## 3761       68806.0600         Year                  Y   Certified
## 3762       53263.1400         Year                  Y      Denied
## 3764       57902.8500         Year                  Y   Certified
## 3765      108186.2600         Year                  Y   Certified
## 3766      126098.4900         Year                  Y      Denied
## 3767       46927.4100         Year                  N   Certified
## 3768      144295.5900         Year                  Y      Denied
## 3769       52238.8300         Year                  Y      Denied
## 3770       73301.4300         Year                  Y   Certified
## 3772       74543.2400         Year                  Y      Denied
## 3773       66194.3900         Year                  Y      Denied
## 3774       77835.1800         Year                  N   Certified
## 3776       36779.8900         Year                  Y   Certified
## 3777      125799.7800         Year                  Y   Certified
## 3779        2570.3600         Year                  N   Certified
## 3780      104572.6200         Year                  Y      Denied
## 3781       48320.0900         Year                  Y   Certified
## 3783       84935.9600         Year                  Y      Denied
## 3784      150919.5800         Year                  N   Certified
## 3785      103414.2500         Year                  Y      Denied
## 3786      105382.7400         Year                  Y   Certified
## 3788       58670.9900         Year                  Y   Certified
## 3789      134088.7300         Year                  N      Denied
## 3791       28652.9100         Year                  Y      Denied
## 3793       69244.1400         Week                  Y   Certified
## 3794       30488.0400         Year                  Y   Certified
## 3795      139315.0100         Year                  Y      Denied
## 3796         831.6139         Hour                  Y      Denied
## 3797         947.9375         Hour                  Y      Denied
## 3798      150176.2500         Year                  Y   Certified
## 3801       58564.7100         Year                  Y      Denied
## 3802      155673.6500         Year                  Y      Denied
## 3803       83171.5300         Year                  Y   Certified
## 3805      199735.0700         Year                  N      Denied
## 3806       65381.1200         Year                  Y      Denied
## 3807       50266.1100         Year                  Y   Certified
## 3808       56966.9000         Year                  N   Certified
## 3809        4065.7400         Year                  Y   Certified
## 3810       95474.6700         Year                  N   Certified
## 3811       28573.8200         Year                  Y   Certified
## 3813       70284.5900         Year                  Y   Certified
## 3814       82094.9400         Year                  N      Denied
## 3815      108420.2100         Year                  Y      Denied
## 3816      115772.4300         Year                  Y   Certified
## 3817      128199.5800         Year                  Y      Denied
## 3818         852.3200         Year                  Y      Denied
## 3819      143473.6500         Year                  N      Denied
## 3820       90166.1900         Year                  Y   Certified
## 3821       99857.4900         Year                  Y   Certified
## 3822      115973.9200         Year                  N      Denied
## 3823      121684.0800         Year                  N   Certified
## 3824       98459.2800         Year                  Y      Denied
## 3825        6068.9900         Year                  Y   Certified
## 3826       95500.2800         Year                  Y      Denied
## 3827       22781.0600         Year                  Y   Certified
## 3828      117903.5600         Year                  N   Certified
## 3829       65820.5500         Year                  Y      Denied
## 3830      124956.9800         Year                  Y      Denied
## 3831       40801.4100         Year                  Y   Certified
## 3832       99865.0900         Year                  Y   Certified
## 3833       91088.3800         Year                  Y   Certified
## 3835        8194.6500         Year                  Y   Certified
## 3837       29766.5900         Year                  Y   Certified
## 3839       38232.4500         Year                  Y      Denied
## 3840      117440.9700         Week                  Y   Certified
## 3842       45449.0900         Year                  Y   Certified
## 3846       27967.4200         Year                  Y   Certified
## 3847       87869.6400         Year                  Y      Denied
## 3848       15418.2700         Year                  Y      Denied
## 3850       29979.8700         Year                  Y      Denied
## 3851       35843.3700         Year                  Y   Certified
## 3853       37999.8900         Year                  Y   Certified
## 3854      139358.0800         Year                  Y      Denied
## 3855       66923.1300         Year                  Y   Certified
## 3856       37940.7800         Year                  Y   Certified
## 3857       69272.2000         Year                  Y   Certified
## 3858       82562.6800         Year                  Y   Certified
## 3859       12920.4500         Year                  Y   Certified
## 3862       61300.7500         Year                  Y      Denied
## 3863       58775.8500         Year                  Y   Certified
## 3864       70121.1000         Year                  Y      Denied
## 3866       90316.5000         Year                  Y   Certified
## 3867      109671.1800         Year                  Y   Certified
## 3868       93176.5600         Year                  Y      Denied
## 3869       63059.1000         Year                  Y   Certified
## 3870       60319.9000         Week                  Y      Denied
## 3871       87216.8100         Year                  Y   Certified
## 3874       60801.2100         Year                  Y      Denied
## 3875      141634.5900         Year                  Y      Denied
## 3876       65727.2200         Year                  Y   Certified
## 3877       88757.1700         Year                  Y   Certified
## 3878       94660.3500         Year                  Y      Denied
## 3879          53.5350         Hour                  Y      Denied
## 3881         350.9681         Hour                  Y      Denied
## 3882      128829.0300         Year                  Y   Certified
## 3883         597.2730         Hour                  Y      Denied
## 3884         135.3800         Hour                  Y      Denied
## 3885      104265.1400         Year                  N      Denied
## 3886       93038.8700         Year                  Y      Denied
## 3887      114764.0600         Year                  Y      Denied
## 3888      102003.6000         Year                  Y      Denied
## 3889       65810.0600         Year                  Y   Certified
## 3890       64402.7300         Year                  Y   Certified
## 3891      112796.3600         Year                  Y      Denied
## 3893       61995.2700         Year                  Y      Denied
## 3895      149808.0500         Year                  Y      Denied
## 3897      121770.3100         Year                  Y   Certified
## 3899      105976.0600         Year                  Y   Certified
## 3902       30476.2900         Year                  Y   Certified
## 3904       63945.1700         Year                  Y      Denied
## 3905       21306.8300         Year                  Y   Certified
## 3906       28599.4900         Year                  Y   Certified
## 3907       36831.9300         Year                  Y      Denied
## 3908       10291.8500         Year                  Y   Certified
## 3909      146843.5200         Year                  Y      Denied
## 3910         247.1333         Hour                  Y      Denied
## 3911       32517.9600         Year                  Y   Certified
## 3912      123346.2700         Year                  Y   Certified
## 3913       40286.1200         Year                  Y   Certified
## 3914       10831.7500         Year                  Y   Certified
## 3915       92268.3500         Year                  Y   Certified
## 3917       81296.0200         Year                  Y      Denied
## 3918       37432.4000         Year                  Y      Denied
## 3919         268.7924         Hour                  Y      Denied
## 3920       60754.8400         Year                  Y      Denied
## 3921       92048.0000         Year                  Y      Denied
## 3922       69642.2700         Year                  Y   Certified
## 3924      115901.9500         Year                  Y      Denied
## 3925       17339.2000         Year                  Y   Certified
## 3928      137996.8700         Year                  Y      Denied
## 3930      192499.4000         Year                  Y      Denied
## 3931       25530.6900         Year                  Y   Certified
## 3933      148651.0200         Year                  N   Certified
## 3934      101194.0500         Year                  Y   Certified
## 3935       81748.8200         Year                  N   Certified
## 3936       48383.1900         Year                  Y      Denied
## 3937         293.0452         Hour                  Y      Denied
## 3938        1898.7600         Year                  Y   Certified
## 3939          38.9863         Hour                  Y      Denied
## 3940       83106.4700         Year                  Y   Certified
## 3941      122770.0000         Year                  Y   Certified
## 3942       56260.4900         Year                  Y   Certified
## 3943      118505.9500         Year                  Y   Certified
## 3945         768.4136         Hour                  Y      Denied
## 3946         798.9479         Hour                  Y      Denied
## 3950      125569.1000         Year                  Y   Certified
## 3951       61966.9100         Year                  Y      Denied
## 3952       85453.5000         Year                  Y      Denied
## 3953      112605.5500         Year                  Y   Certified
## 3954       27761.3400         Year                  Y   Certified
## 3956       54020.8000         Year                  N   Certified
## 3959       44172.1400         Year                  Y      Denied
## 3960       26194.9000         Year                  N   Certified
## 3961       76548.9700         Year                  Y      Denied
## 3962         180.9354         Hour                  Y      Denied
## 3963       47977.9500         Year                  N   Certified
## 3964       78978.3200         Year                  N   Certified
## 3965      110883.2900         Year                  Y   Certified
## 3966      111862.8500         Year                  Y      Denied
## 3968        2826.1800         Year                  Y   Certified
## 3969       84304.9700         Year                  Y   Certified
## 3970       37970.4300         Year                  Y      Denied
## 3973       42654.0700         Year                  Y      Denied
## 3974      138997.9500         Year                  Y      Denied
## 3975       80040.1700         Year                  Y   Certified
## 3976      150308.2300         Year                  Y      Denied
## 3977       20267.7500         Year                  Y      Denied
## 3978      108223.0700         Year                  Y   Certified
## 3979         602.5000         Year                  Y      Denied
## 3980       22111.4400         Year                  Y   Certified
## 3981       78255.3500         Year                  Y   Certified
## 3982       41360.3300         Year                  Y      Denied
## 3983       78514.4300         Year                  Y      Denied
## 3984         941.8589         Hour                  Y      Denied
## 3985         253.0191         Hour                  Y      Denied
## 3986      120891.5800         Year                  Y      Denied
## 3988       51889.6500         Year                  Y      Denied
## 3990      120041.0400         Year                  N      Denied
## 3991       68197.7900         Year                  Y      Denied
## 3992      142681.4800         Year                  Y      Denied
## 3993       86262.7000         Year                  Y   Certified
## 3994      165240.7300         Year                  N   Certified
## 3995       30440.7300         Year                  N   Certified
## 3996       63277.1000         Year                  Y   Certified
## 3998      105194.3300         Year                  Y      Denied
## 3999        2460.3300         Year                  Y   Certified
## 4000       73115.3400         Year                  Y      Denied
## 4001       17729.4800         Year                  Y   Certified
## 4002         371.8531         Hour                  Y      Denied
## 4003       92490.0400         Year                  Y      Denied
## 4004       39685.3700         Year                  Y   Certified
## 4005         419.1893         Hour                  Y      Denied
## 4007      110021.1200         Year                  Y      Denied
## 4009       61640.8700         Year                  Y      Denied
## 4010       15084.7700         Year                  Y   Certified
## 4011       34775.3600         Year                  Y   Certified
## 4012       62577.4100         Year                  Y   Certified
## 4013      143437.6500         Year                  Y      Denied
## 4014       81775.1600         Year                  Y   Certified
## 4015       87781.8300         Year                  Y      Denied
## 4016       78509.1400         Year                  Y   Certified
## 4017      119365.4100         Year                  Y      Denied
## 4018       98615.5600         Year                  Y      Denied
## 4019      167634.6300         Year                  N      Denied
## 4020       81973.5200         Week                  Y      Denied
## 4021      133266.0600         Year                  Y   Certified
## 4022      143793.4500         Year                  N   Certified
## 4023       64727.7800         Year                  Y      Denied
## 4024       70724.3500         Year                  Y   Certified
## 4025      142920.0300         Year                  N      Denied
## 4026       77293.6100         Year                  Y      Denied
## 4027       47136.1600         Year                  Y      Denied
## 4028      112576.2500         Year                  Y   Certified
## 4030      135607.7100         Year                  Y   Certified
## 4032       54235.5800         Year                  Y      Denied
## 4033      148394.1600         Year                  Y   Certified
## 4035      143203.8300         Year                  Y   Certified
## 4036       52595.5500         Year                  Y   Certified
## 4038       52342.2800         Year                  Y   Certified
## 4039       59983.2400         Year                  Y   Certified
## 4040       49337.6900         Year                  Y   Certified
## 4041       36815.0500         Year                  Y      Denied
## 4042       28993.8200         Year                  Y   Certified
## 4043         658.0041         Hour                  Y      Denied
## 4045      142386.1800         Year                  Y   Certified
## 4046       75267.4000         Year                  Y   Certified
## 4047       17096.8600         Year                  Y      Denied
## 4049      102270.2400         Year                  N      Denied
## 4050       21333.5600         Year                  Y   Certified
## 4051       60980.1100         Year                  Y   Certified
## 4052       30260.6200         Year                  Y      Denied
## 4053       22239.1000         Year                  Y      Denied
## 4055      181808.4600         Year                  Y      Denied
## 4056        7635.9900         Year                  Y      Denied
## 4058      123480.6400         Year                  Y   Certified
## 4059       44663.6500         Year                  Y   Certified
## 4061       63625.1300         Year                  Y      Denied
## 4062       73932.6100         Year                  Y   Certified
## 4065         631.6161         Hour                  Y      Denied
## 4066        7357.6300         Year                  Y      Denied
## 4067       64730.9700         Year                  N      Denied
## 4068       10857.5700         Year                  Y   Certified
## 4070      147490.1900         Year                  Y   Certified
## 4071      142730.8900         Year                  N   Certified
## 4072       28874.0400         Year                  Y      Denied
## 4073       70603.2900         Year                  Y      Denied
## 4074       68480.8400         Year                  Y   Certified
## 4075      103276.2900         Year                  Y      Denied
## 4076       25425.4700         Year                  Y   Certified
## 4077       95819.2500         Year                  Y      Denied
## 4078       32072.6700         Year                  Y      Denied
## 4079       46491.9400         Year                  Y   Certified
## 4080      116933.5700         Year                  Y   Certified
## 4083        2641.2800         Year                  Y   Certified
## 4084       77701.7200         Year                  Y   Certified
## 4085       47910.1200         Year                  Y   Certified
## 4087       14199.0800         Year                  Y   Certified
## 4088       78365.5400         Year                  N      Denied
## 4089      113839.1800         Year                  Y   Certified
## 4090         115.5500         Hour                  Y   Certified
## 4091       68771.5500         Year                  Y   Certified
## 4092        8213.8200         Year                  Y   Certified
## 4093       34507.5300         Year                  Y   Certified
## 4094      101495.6000         Year                  Y   Certified
## 4095       40018.7500         Year                  N      Denied
## 4096      158893.2300         Year                  Y   Certified
## 4097         406.0500         Year                  Y   Certified
## 4098       45058.6800         Year                  Y      Denied
## 4100      110833.3200         Year                  Y      Denied
## 4101      160513.0800         Year                  N      Denied
## 4102      171509.4900         Year                  Y      Denied
## 4103        3287.8000         Year                  Y      Denied
## 4104         113.4900         Hour                  Y      Denied
## 4105       93970.6900         Week                  Y   Certified
## 4106       38769.0900         Year                  Y   Certified
## 4107       47547.6500         Year                  Y      Denied
## 4110       33037.8300         Year                  Y      Denied
## 4111       53833.1500         Year                  Y      Denied
## 4112        3877.8600         Year                  Y   Certified
## 4113       93226.3500         Year                  Y      Denied
## 4114       11461.5800         Year                  Y   Certified
## 4115       77049.9400         Year                  Y   Certified
## 4116         149.5800         Hour                  Y   Certified
## 4117       45267.7900         Year                  Y      Denied
## 4118        7702.6800         Year                  Y   Certified
## 4119       20690.0400         Year                  Y   Certified
## 4120       92438.2700         Year                  Y   Certified
## 4123      110733.9300         Year                  Y   Certified
## 4124         130.0398         Hour                  Y      Denied
## 4125       30947.9300         Year                  Y   Certified
## 4126      155365.3100         Year                  N      Denied
## 4127       71287.8600         Year                  Y   Certified
## 4128       96682.3500         Year                  Y   Certified
## 4129       39279.4700         Year                  Y   Certified
## 4130      140866.4300         Year                  Y      Denied
## 4131      120356.6800         Year                  N      Denied
## 4132       93356.0300         Year                  Y   Certified
## 4133       34934.9800         Year                  Y   Certified
## 4134       69910.5700         Year                  Y      Denied
## 4135      138302.4300         Year                  Y      Denied
## 4136       24269.8800         Year                  Y   Certified
## 4137       24781.3200         Year                  Y   Certified
## 4139      109328.4400         Year                  Y   Certified
## 4142      119136.8500         Year                  Y      Denied
## 4143       44095.8700         Year                  Y      Denied
## 4145       60431.3500         Year                  Y   Certified
## 4146       15568.1700         Year                  Y   Certified
## 4147      100856.5000         Year                  N      Denied
## 4149      121375.4500         Year                  N      Denied
## 4150       46541.7100         Year                  Y   Certified
## 4151      187750.9600         Year                  Y      Denied
## 4152       35298.6000         Year                  Y      Denied
## 4153      110740.3200         Year                  Y   Certified
## 4154       79633.6300         Year                  Y      Denied
## 4155       39776.2600         Year                  Y   Certified
## 4156       93666.5200         Year                  Y      Denied
## 4157       25373.8000         Year                  Y   Certified
## 4158      129812.6300         Year                  Y      Denied
## 4159      106675.8100         Year                  Y   Certified
## 4160       32838.0000         Year                  Y   Certified
## 4161       70536.4900         Year                  Y      Denied
## 4162       67383.5900         Year                  Y      Denied
## 4163        5736.5100         Year                  Y      Denied
## 4164      128469.6500         Year                  Y   Certified
## 4165      124870.3200         Year                  Y   Certified
## 4167      109440.6300         Year                  Y      Denied
## 4168      107919.6800         Year                  Y   Certified
## 4169        1919.3800         Year                  Y      Denied
## 4170       92235.0400         Year                  N      Denied
## 4171      126031.8400         Year                  Y      Denied
## 4172       82120.5600         Year                  Y      Denied
## 4173       56700.7400         Year                  Y   Certified
## 4174        1872.9000         Year                  Y      Denied
## 4175       93838.9100         Year                  Y   Certified
## 4176       57227.7900         Year                  Y      Denied
## 4178       53783.2000         Year                  Y      Denied
## 4179       14761.9500         Year                  Y   Certified
## 4180         530.4704         Hour                  Y      Denied
## 4181      178617.3900         Year                  Y      Denied
## 4182         459.4009         Hour                  Y      Denied
## 4183       43535.8100         Year                  Y      Denied
## 4184      103821.4500         Year                  Y   Certified
## 4186      177335.1700         Year                  Y   Certified
## 4187       24564.2100         Year                  Y      Denied
## 4188       44125.3600         Year                  Y   Certified
## 4189       75697.3400         Year                  Y      Denied
## 4190       17673.1600         Year                  Y      Denied
## 4191        8923.9200         Year                  Y   Certified
## 4192       56023.1400         Year                  Y   Certified
## 4193       43182.3200         Year                  Y      Denied
## 4194       16285.9700         Year                  Y   Certified
## 4195       45310.4800         Year                  Y      Denied
## 4196      115499.6900         Year                  Y      Denied
## 4198       33350.1600         Year                  Y      Denied
## 4199       49959.2900         Year                  Y      Denied
## 4200       48693.4400         Year                  Y   Certified
## 4201      115070.5800         Year                  N      Denied
## 4202       71546.4800         Year                  Y   Certified
## 4203       32216.5400         Year                  Y   Certified
## 4205       31648.0600         Year                  Y   Certified
## 4206       51666.4300         Year                  Y      Denied
## 4207       16849.8200         Year                  Y      Denied
## 4208       20862.6200         Year                  Y      Denied
## 4209      136218.1300         Year                  Y   Certified
## 4210       63647.5600         Year                  Y      Denied
## 4211      116895.0500         Year                  Y      Denied
## 4213      120994.3600         Year                  N      Denied
## 4215       79207.0500         Year                  Y      Denied
## 4217       49575.8400         Year                  Y   Certified
## 4218        9486.3700         Year                  Y   Certified
## 4219       71500.5700         Year                  Y   Certified
## 4220      161115.8400         Year                  Y   Certified
## 4221      158591.3900         Year                  Y      Denied
## 4222       68322.4800         Year                  Y      Denied
## 4223       60016.7700         Year                  Y   Certified
## 4224       70871.7200         Year                  Y      Denied
## 4225        7407.6500         Year                  Y   Certified
## 4226         128.3700         Hour                  Y      Denied
## 4227         856.4145         Hour                  Y      Denied
## 4228        1655.7400         Year                  Y   Certified
## 4229        7333.2400         Year                  Y   Certified
## 4231         543.7175         Hour                  Y      Denied
## 4232      104577.6700         Year                  Y      Denied
## 4233        4234.4700         Year                  Y      Denied
## 4234       93206.4600         Year                  Y      Denied
## 4235       38270.4900         Year                  Y      Denied
## 4236      106851.8300         Year                  Y      Denied
## 4237       71892.5600         Year                  Y   Certified
## 4238       93517.5200         Year                  Y   Certified
## 4239        6558.0900         Year                  Y   Certified
## 4240      131106.6800         Year                  Y      Denied
## 4241         981.7090         Hour                  Y      Denied
## 4242       54216.9000         Year                  N      Denied
## 4246      147057.9200         Year                  Y   Certified
## 4248      194381.7900         Year                  N   Certified
## 4250       12840.1700         Year                  Y   Certified
## 4251       36922.7400         Year                  Y      Denied
## 4252       73841.9200         Year                  N   Certified
## 4253       51589.4500         Year                  Y   Certified
## 4254       89232.4500         Year                  Y      Denied
## 4255      116845.2900         Year                  Y      Denied
## 4256          51.8503         Hour                  Y      Denied
## 4257       18856.6400         Year                  Y      Denied
## 4258         503.1522         Hour                  Y      Denied
## 4259       61784.6700         Year                  N      Denied
## 4260       15377.3900         Year                  Y   Certified
## 4261       74820.9200         Year                  Y      Denied
## 4263         232.6611         Hour                  Y      Denied
## 4264       59630.8700         Year                  Y      Denied
## 4266       52945.4200         Year                  Y   Certified
## 4267        3867.2500         Year                  Y   Certified
## 4269      103997.7400         Year                  Y   Certified
## 4270       44357.0500         Year                  Y      Denied
## 4271         994.5969         Hour                  Y   Certified
## 4273      103849.1900         Year                  Y      Denied
## 4274       87297.3500         Year                  Y   Certified
## 4275       44595.0800         Year                  Y      Denied
## 4276      129265.7700         Year                  Y   Certified
## 4277      161864.7500         Year                  Y      Denied
## 4278       82305.5900         Year                  Y      Denied
## 4279       26391.3000         Year                  Y      Denied
## 4282       66903.3400         Year                  Y      Denied
## 4283       95667.9800         Year                  Y   Certified
## 4284       29779.6500         Year                  Y      Denied
## 4286       15082.6400         Year                  Y   Certified
## 4287      126270.6500         Year                  Y   Certified
## 4288         581.9219         Hour                  Y      Denied
## 4289       83284.6400         Year                  Y      Denied
## 4290      108404.3000         Year                  Y      Denied
## 4291       39783.6800         Year                  Y   Certified
## 4292      108517.8700         Year                  Y      Denied
## 4293       15285.9800         Year                  Y   Certified
## 4295      112031.3500         Year                  N      Denied
## 4296      171016.3700         Year                  Y      Denied
## 4297       20180.4900         Year                  Y   Certified
## 4298      157353.3700         Year                  N      Denied
## 4299      128894.1800         Year                  Y   Certified
## 4301       86950.5200         Year                  Y      Denied
## 4302       29449.4900         Year                  Y      Denied
## 4304      127064.3000         Year                  N      Denied
## 4306       49980.6400         Year                  Y      Denied
## 4309       52692.8200         Year                  Y   Certified
## 4311       10804.9300         Year                  Y      Denied
## 4312      101388.9300         Year                  Y   Certified
## 4313      133323.0800         Year                  Y      Denied
## 4314        4657.1600         Year                  Y   Certified
## 4315         567.7643         Hour                  Y      Denied
## 4316       66153.4900         Year                  Y   Certified
## 4317      119860.3000         Year                  Y   Certified
## 4319      103870.6800         Year                  Y   Certified
## 4320         713.0041         Hour                  Y      Denied
## 4322       85253.6300         Year                  Y   Certified
## 4323      135705.2900         Year                  Y      Denied
## 4325       48507.7600         Year                  Y      Denied
## 4326      113641.6300         Year                  Y   Certified
## 4328      150115.6900         Year                  Y   Certified
## 4329       55402.3300         Year                  Y      Denied
## 4330       70899.6100         Year                  Y      Denied
## 4331       98642.4900         Year                  Y      Denied
## 4333       91081.8200         Year                  Y      Denied
## 4334       87658.1400         Year                  N      Denied
## 4335       90866.4500         Year                  Y      Denied
## 4336      144172.8500         Year                  N      Denied
## 4337       37650.3800         Year                  Y   Certified
## 4338       48764.0700         Year                  Y   Certified
## 4339       73749.9300         Year                  Y   Certified
## 4340       96508.0000         Year                  Y   Certified
## 4341      116757.1700         Year                  Y      Denied
## 4342      132121.6200         Year                  Y   Certified
## 4343       37780.6900         Year                  Y      Denied
## 4345       69909.2700         Year                  Y      Denied
## 4346       88404.1800         Year                  Y      Denied
## 4348       80350.4500         Year                  Y      Denied
## 4349         182.0907         Hour                  Y      Denied
## 4350       88620.9500         Year                  Y      Denied
## 4352       48430.7800         Year                  Y      Denied
## 4353       26887.6000         Year                  Y   Certified
## 4354       37111.9700         Year                  Y   Certified
## 4356       41629.7000         Year                  Y      Denied
## 4358      123329.5200         Year                  Y   Certified
## 4359       23055.2900         Year                  Y      Denied
## 4360       60636.4700         Year                  N   Certified
## 4361        6168.3900         Year                  Y   Certified
## 4362       91790.2300         Year                  Y      Denied
## 4363       19585.3000         Year                  Y   Certified
## 4364       66063.4100         Year                  Y   Certified
## 4366       34288.3500         Year                  Y      Denied
## 4367       50087.6900         Year                  Y      Denied
## 4368       87122.4200         Year                  N      Denied
## 4369       66851.0700         Year                  Y      Denied
## 4370       90347.6000         Year                  Y      Denied
## 4371       91060.1200         Year                  Y      Denied
## 4372      145363.0300         Year                  Y   Certified
## 4373        3566.9500         Year                  Y      Denied
## 4374       33541.0200         Year                  Y      Denied
## 4375       38424.5300         Year                  Y   Certified
## 4376       43769.7300         Year                  Y   Certified
## 4377       71142.7200         Year                  Y      Denied
## 4379       95315.9300         Year                  Y      Denied
## 4380       15064.8300         Year                  Y   Certified
## 4381       53138.6500         Year                  Y      Denied
## 4383       12649.4300         Year                  Y   Certified
## 4384      128215.8200         Year                  Y      Denied
## 4385       56416.4300         Year                  Y      Denied
## 4386       98621.0400         Year                  Y   Certified
## 4387      198695.3800         Year                  Y      Denied
## 4389      130279.3700         Year                  N      Denied
## 4390       85012.8400         Year                  Y      Denied
## 4391      129562.3000         Year                  Y      Denied
## 4392      107600.9800         Year                  N      Denied
## 4393       48974.9400         Year                  Y   Certified
## 4394       26970.5400         Year                  Y      Denied
## 4395       85376.2300         Year                  Y   Certified
## 4396       62363.9400         Year                  Y      Denied
## 4397       97934.8500         Year                  Y      Denied
## 4398         192.3700         Hour                  Y      Denied
## 4400       39013.1900         Year                  Y   Certified
## 4401         797.3901         Hour                  Y      Denied
## 4402      127982.7200         Year                  N      Denied
## 4404       54144.7300         Year                  Y   Certified
## 4405       50834.5300         Year                  Y      Denied
## 4406       75653.4100         Year                  Y      Denied
## 4408       88711.8000         Year                  Y      Denied
## 4409      167073.5000         Year                  Y   Certified
## 4410      115969.5100         Year                  Y      Denied
## 4411      162945.0600         Year                  Y      Denied
## 4412         813.4241         Hour                  Y   Certified
## 4414         806.3452         Hour                  Y   Certified
## 4415       63593.3800         Year                  Y      Denied
## 4416       26494.5000         Year                  Y   Certified
## 4418       35335.4800         Year                  Y   Certified
## 4419      144598.8800         Year                  Y   Certified
## 4420      104250.8600         Year                  Y      Denied
## 4421       83395.1900         Year                  N      Denied
## 4422       66349.7400         Year                  Y      Denied
## 4423      109080.5600         Year                  Y   Certified
## 4424      141775.1000         Year                  N   Certified
## 4426         287.8058         Hour                  Y      Denied
## 4427       64802.3400         Year                  Y   Certified
## 4428       46823.1600         Year                  Y   Certified
## 4430       32903.9600         Year                  N      Denied
## 4431      128902.6000         Year                  Y   Certified
## 4432      101561.3800         Year                  Y      Denied
## 4433       47699.0800         Year                  Y      Denied
## 4434       15592.0200         Year                  Y   Certified
## 4435       16230.3300         Year                  Y   Certified
## 4436      108705.8100         Year                  Y   Certified
## 4437         100.5100         Hour                  Y      Denied
## 4438        6093.1600         Year                  Y      Denied
## 4439       22372.0000         Year                  Y      Denied
## 4440       33801.9600         Year                  Y   Certified
## 4442       92075.8900         Year                  Y   Certified
## 4444       51763.0500         Year                  Y      Denied
## 4445      127408.6200         Year                  Y      Denied
## 4446      125070.5700         Year                  Y      Denied
## 4447       56307.5800         Year                  Y      Denied
## 4448       75555.9300         Year                  Y      Denied
## 4449      164679.9700         Year                  Y      Denied
## 4452       62914.5300         Year                  Y      Denied
## 4457        3781.7100         Year                  Y   Certified
## 4458       38579.2900         Year                  Y      Denied
## 4459       28631.5800         Year                  Y      Denied
## 4460      112103.4600         Year                  Y   Certified
## 4461      104040.7900         Year                  N      Denied
## 4462       41738.3800         Year                  Y      Denied
## 4463       31424.0300         Year                  Y      Denied
## 4464       97321.0200         Year                  N      Denied
## 4465      125869.8600         Year                  Y      Denied
## 4466      112579.6000        Month                  Y      Denied
## 4467       19367.9200         Year                  Y   Certified
## 4468       60165.7800         Year                  Y      Denied
## 4469       18335.2600         Year                  Y   Certified
## 4470       39315.4100         Year                  N   Certified
## 4471       80055.3300         Year                  Y   Certified
## 4472       95496.4900         Year                  Y      Denied
## 4473      116073.6800         Year                  Y   Certified
## 4474      203274.5600         Year                  Y      Denied
## 4475       75680.3000         Year                  Y      Denied
## 4476      134029.1500         Year                  Y      Denied
## 4477       98718.9600         Year                  Y      Denied
## 4478       67459.3800         Year                  Y      Denied
## 4479      104330.0400         Year                  Y   Certified
## 4480       22532.2100         Year                  Y   Certified
## 4481         572.5140         Hour                  Y      Denied
## 4483      118334.0400         Year                  Y   Certified
## 4485       23615.3400         Year                  Y   Certified
## 4486        1323.9000         Year                  Y      Denied
## 4488       56511.1600         Year                  Y      Denied
## 4489       64340.8700         Year                  Y   Certified
## 4490      113421.7400         Year                  Y   Certified
## 4491      152651.3400         Year                  Y      Denied
## 4492      206777.2900         Year                  Y      Denied
## 4493      126884.3400         Year                  N      Denied
## 4494       72019.3900         Year                  N      Denied
## 4495       70191.7000         Year                  Y      Denied
## 4496       67931.3700         Year                  Y   Certified
## 4497       53809.8100         Year                  Y   Certified
## 4498       73494.5400         Year                  Y      Denied
## 4499      111472.8100         Year                  Y      Denied
## 4500       35851.6000         Year                  Y   Certified
## 4501       86478.6900         Year                  Y   Certified
## 4502       36456.2100         Year                  Y      Denied
## 4503       25554.1700         Year                  Y      Denied
## 4505       82152.6900         Year                  Y      Denied
## 4507       77899.9400         Year                  Y   Certified
## 4508         804.0274         Hour                  Y   Certified
## 4510      117113.4100         Year                  Y      Denied
## 4511       60541.5000         Year                  Y   Certified
## 4514       69934.8800         Year                  Y   Certified
## 4515       99796.8800         Year                  Y      Denied
## 4516       73274.6400         Year                  Y      Denied
## 4517       69258.9400         Year                  Y      Denied
## 4518         431.8261         Hour                  Y      Denied
## 4519       51149.8100         Year                  Y      Denied
## 4520         625.8440         Hour                  Y   Certified
## 4521       74396.6000         Year                  Y      Denied
## 4522       71605.6400         Year                  Y      Denied
## 4523       28677.4500         Year                  Y   Certified
## 4524      107759.1300         Year                  Y      Denied
## 4526       89251.1100         Year                  Y      Denied
## 4528       43932.2900         Year                  Y   Certified
## 4529       59368.0000         Year                  N      Denied
## 4530       81713.8400         Year                  Y      Denied
## 4531         824.5800         Year                  Y   Certified
## 4533       90538.2000         Year                  N   Certified
## 4534       48669.9400         Year                  Y   Certified
## 4535       30861.0200         Year                  Y   Certified
## 4536       35315.6400         Year                  Y      Denied
## 4537          24.7965         Hour                  Y      Denied
## 4538      164127.4100         Year                  Y   Certified
## 4539       82467.1900         Year                  Y      Denied
## 4540       52034.7400         Year                  N      Denied
## 4541       91471.6600         Year                  Y      Denied
## 4542      100112.7100         Year                  Y      Denied
## 4543        4110.4300         Year                  Y   Certified
## 4544       66323.0900         Year                  Y      Denied
## 4545      143086.8200         Year                  Y   Certified
## 4548       63957.3900         Year                  Y   Certified
## 4549       19130.7200         Year                  Y      Denied
## 4552       42684.5100         Year                  Y      Denied
## 4553      103795.4200         Year                  Y   Certified
## 4554         816.3723         Hour                  Y      Denied
## 4555       54959.8000         Year                  Y   Certified
## 4556        2530.0900         Year                  Y      Denied
## 4558        6966.5400         Year                  Y      Denied
## 4559       33826.5500         Year                  Y   Certified
## 4560       60191.3600         Year                  Y   Certified
## 4561       98419.7300         Year                  Y      Denied
## 4562       35672.9100         Year                  Y      Denied
## 4563       82835.5200         Year                  Y      Denied
## 4565       69027.5600         Year                  Y   Certified
## 4566      120459.5300         Year                  Y      Denied
## 4567       90964.8900         Year                  Y      Denied
## 4569       49615.8800         Year                  Y   Certified
## 4570      119529.6200         Year                  Y      Denied
## 4571       84556.5000         Year                  Y   Certified
## 4572      153480.4600         Year                  Y      Denied
## 4573       63235.8900         Year                  Y   Certified
## 4574      149091.2500         Year                  Y   Certified
## 4575       41126.9800         Year                  Y      Denied
## 4576       92639.6500         Year                  Y   Certified
## 4577      119077.3900         Year                  Y   Certified
## 4578       94497.6500         Year                  Y      Denied
## 4579       41077.3600         Year                  Y   Certified
## 4580       50305.6800         Year                  Y   Certified
## 4581       78850.4800         Year                  Y   Certified
## 4582       40246.2300         Year                  Y   Certified
## 4584       43939.0100         Year                  Y      Denied
## 4585         611.2748         Hour                  Y      Denied
## 4586       12390.6900         Year                  Y   Certified
## 4587       53138.6300         Year                  Y   Certified
## 4588       78192.7600         Year                  Y   Certified
## 4589       91915.9600         Year                  Y   Certified
## 4590       15691.6900         Year                  Y      Denied
## 4591      109831.1600         Year                  N   Certified
## 4592       54611.6800         Year                  N   Certified
## 4593       61892.3900         Year                  Y   Certified
## 4594      103421.7300         Year                  Y      Denied
## 4596       61869.6800         Year                  N   Certified
## 4598       21927.1600         Year                  Y      Denied
## 4600       70948.5700         Year                  Y      Denied
## 4601       83766.6000         Year                  Y      Denied
## 4602       31334.0600         Year                  Y   Certified
## 4604       29254.7100         Year                  Y      Denied
## 4606       35642.7900         Year                  Y      Denied
## 4607      156855.8700         Year                  Y      Denied
## 4609         990.1942         Hour                  Y      Denied
## 4610      102368.9500         Year                  Y      Denied
## 4611       34666.3600         Year                  Y      Denied
## 4613        8173.0300         Year                  Y   Certified
## 4614       24006.3800         Year                  Y   Certified
## 4615      151850.9100         Year                  N      Denied
## 4616       85640.7000         Year                  Y   Certified
## 4617        4628.5700         Year                  Y      Denied
## 4618       72187.7500         Year                  Y      Denied
## 4619      118475.3700         Year                  Y      Denied
## 4620       79217.6800         Year                  Y      Denied
## 4621        6925.9200         Year                  Y   Certified
## 4622       82622.7300         Year                  N      Denied
## 4623         737.7488         Hour                  Y   Certified
## 4624       49406.2300         Year                  Y   Certified
## 4625       34520.4900         Year                  Y   Certified
## 4626       59263.3400         Year                  N   Certified
## 4627        5757.8100         Year                  Y   Certified
## 4628       54803.1700         Year                  Y   Certified
## 4629       39592.3400         Year                  Y   Certified
## 4630       28935.6900         Year                  N   Certified
## 4631       73895.9600         Year                  Y      Denied
## 4632       74554.4700         Year                  Y      Denied
## 4633        9194.5600         Year                  Y   Certified
## 4634       47064.4500         Year                  Y   Certified
## 4635       46565.7700         Year                  Y      Denied
## 4636       85477.0400         Year                  N   Certified
## 4637       83812.1900         Year                  Y   Certified
## 4638       49633.3800         Year                  Y      Denied
## 4639       48937.9500         Year                  Y      Denied
## 4640         513.7152         Hour                  Y      Denied
## 4641      111312.4000         Year                  Y   Certified
## 4642      124895.0000         Year                  Y   Certified
## 4644       87049.1600         Year                  Y   Certified
## 4645      143328.8800         Year                  Y      Denied
## 4648       29943.9800         Year                  Y      Denied
## 4649       88732.9700         Year                  Y      Denied
## 4651       70300.4300         Year                  Y      Denied
## 4652       74163.9700         Year                  Y   Certified
## 4653      117123.5600         Year                  Y   Certified
## 4655      195883.8000         Year                  Y      Denied
## 4656       59120.1800         Year                  Y   Certified
## 4657       34147.4400         Year                  Y      Denied
## 4658      109820.5300         Year                  Y      Denied
## 4659       32853.4400         Year                  Y      Denied
## 4662       51215.2800         Year                  N      Denied
## 4664      120134.0400         Year                  Y      Denied
## 4665      128981.5100         Year                  Y      Denied
## 4666       90678.1700         Year                  Y   Certified
## 4667       46049.9800         Year                  N   Certified
## 4668      113428.2200         Year                  Y      Denied
## 4670      114728.7600         Year                  Y      Denied
## 4671       71501.6900         Year                  N      Denied
## 4672       52290.6200         Year                  Y      Denied
## 4673      118784.3200         Year                  Y   Certified
## 4674       59641.5900         Year                  Y   Certified
## 4675         431.6055         Hour                  Y      Denied
## 4676       43225.6200         Year                  N      Denied
## 4677         303.0795         Hour                  Y      Denied
## 4678       27708.4900         Year                  Y      Denied
## 4679      156749.0800         Year                  Y   Certified
## 4681       69478.3300         Year                  Y      Denied
## 4682       99296.3400         Year                  Y   Certified
## 4683        9836.8800         Year                  Y   Certified
## 4684       68247.3900         Year                  Y      Denied
## 4687      145688.5000         Year                  Y      Denied
## 4688         100.5384         Hour                  Y      Denied
## 4689         141.5100         Hour                  Y   Certified
## 4691      129695.2400         Year                  Y      Denied
## 4693      184117.8000         Year                  Y      Denied
## 4694        9439.0600         Year                  Y   Certified
## 4695       78812.4600         Year                  Y      Denied
## 4696       47172.3100         Year                  Y   Certified
## 4698       45234.3200         Year                  N   Certified
## 4699       72030.9800         Year                  Y      Denied
## 4700       26279.6000         Year                  Y   Certified
## 4701       10280.0400         Year                  Y   Certified
## 4702       34893.3100         Year                  Y      Denied
## 4703        2880.9400         Year                  Y      Denied
## 4704         373.2045         Hour                  Y   Certified
## 4707       11816.9800         Year                  Y   Certified
## 4709       37756.8000         Year                  Y   Certified
## 4710       39060.8500         Year                  Y      Denied
## 4711      110547.9900         Year                  Y      Denied
## 4712      137014.9700         Year                  Y      Denied
## 4713      106794.7000         Year                  N   Certified
## 4714       82560.7000         Year                  Y      Denied
## 4715       72354.8300         Year                  Y   Certified
## 4717       78661.6300         Year                  N      Denied
## 4719       34952.4400         Year                  Y   Certified
## 4720       68577.1300         Year                  Y      Denied
## 4721      103723.9300         Year                  Y   Certified
## 4722         836.2198         Hour                  Y      Denied
## 4723       16308.1500         Year                  Y      Denied
## 4725      110033.6700         Year                  Y   Certified
## 4726      113935.9900         Year                  Y   Certified
## 4727      133255.6400         Year                  Y   Certified
## 4728      117782.9100         Year                  N   Certified
## 4731       80199.2100         Year                  Y      Denied
## 4732      103417.7400         Year                  Y      Denied
## 4733      121880.6900         Year                  Y   Certified
## 4738       17513.8600         Year                  Y   Certified
## 4740       49732.3600         Year                  Y   Certified
## 4741      120378.2100         Year                  N      Denied
## 4742      154669.5900         Year                  N   Certified
## 4743       19167.1700         Year                  Y   Certified
## 4745         394.9713         Hour                  Y      Denied
## 4746      148573.0200         Year                  Y   Certified
## 4747       32322.2300         Year                  Y   Certified
## 4749       64645.6200         Year                  Y   Certified
## 4751       47109.7400         Year                  Y   Certified
## 4753      118998.9100         Year                  Y   Certified
## 4754      213882.7200         Year                  Y   Certified
## 4755      104585.4000         Year                  Y      Denied
## 4756      106865.6300         Year                  Y      Denied
## 4757       37832.1200         Year                  Y   Certified
## 4759       96928.6600         Year                  Y   Certified
## 4762      104428.5800         Year                  Y   Certified
## 4763       24963.6000         Year                  Y   Certified
## 4764      106394.6500         Year                  Y   Certified
## 4765       14861.9800         Year                  Y      Denied
## 4767       94134.8700         Year                  Y      Denied
## 4768      134653.6800         Year                  N      Denied
## 4769       32369.5600         Year                  Y      Denied
## 4770      160635.7000         Year                  Y      Denied
## 4771         508.8883         Hour                  Y      Denied
## 4772      119980.4000         Year                  N   Certified
## 4773        5864.7700         Year                  Y   Certified
## 4774       55920.4000         Year                  Y      Denied
## 4775        3603.5700         Year                  Y      Denied
## 4777       45678.4700         Year                  Y   Certified
## 4780      103632.5900         Year                  Y   Certified
## 4783       83319.9800         Year                  Y   Certified
## 4784      127096.8700         Year                  N   Certified
## 4785       94809.3800         Year                  Y      Denied
## 4786       86339.5400         Year                  Y   Certified
## 4788      104702.8800         Year                  Y   Certified
## 4789       62275.3500         Year                  Y   Certified
## 4793      106686.7400         Year                  Y   Certified
## 4794       70578.4500         Year                  Y      Denied
## 4795       62979.8800         Year                  Y   Certified
## 4796       60349.2400         Year                  N   Certified
## 4797       61346.5500         Year                  Y      Denied
## 4798       77011.1300         Year                  Y      Denied
## 4800       72098.8200         Year                  Y   Certified
## 4801       71466.6300         Year                  Y   Certified
## 4802       42764.6800         Year                  Y   Certified
## 4803       56221.1600         Year                  Y   Certified
## 4804       38585.1100         Year                  N   Certified
## 4805       21838.6300         Year                  Y      Denied
## 4806      155397.1800         Year                  Y   Certified
## 4807      107025.2100         Year                  Y      Denied
## 4808         109.4171         Hour                  Y   Certified
## 4810       14888.2700         Year                  Y   Certified
## 4811       23869.0300         Year                  Y   Certified
## 4812       26652.4200         Year                  Y   Certified
## 4817      121695.8900         Year                  Y      Denied
## 4818       22076.9500         Year                  Y   Certified
## 4819       42842.7400         Year                  Y   Certified
## 4820         116.7500         Hour                  Y   Certified
## 4821       98214.7100         Year                  Y   Certified
## 4822      117431.5000         Year                  Y   Certified
## 4823      115837.2800         Year                  Y      Denied
## 4824         528.1850         Hour                  Y   Certified
## 4828      121415.9000         Year                  Y      Denied
## 4829       61505.7100         Year                  N      Denied
## 4830      120936.6000         Year                  Y      Denied
## 4831      115415.1000         Year                  Y   Certified
## 4832      179131.8400         Year                  Y   Certified
## 4833      102511.1900         Year                  Y   Certified
## 4836      141501.8600         Year                  Y   Certified
## 4837      129321.8100         Year                  Y      Denied
## 4838       68336.6500         Year                  Y   Certified
## 4839      121129.4500         Year                  Y   Certified
## 4840      126716.8400         Year                  N   Certified
## 4841       44986.2400        Month                  Y   Certified
## 4842       36703.7500         Year                  Y   Certified
## 4843       65729.9900         Year                  Y   Certified
## 4844       54118.1900         Year                  Y   Certified
## 4845       89004.9800         Year                  Y      Denied
## 4846      140276.6700         Year                  Y   Certified
## 4847       90954.4900         Year                  Y   Certified
## 4848      117619.1800         Year                  Y   Certified
## 4849       64955.5700         Year                  Y   Certified
## 4850      129013.4800         Year                  Y      Denied
## 4851      114165.0500         Year                  N      Denied
## 4852      107861.3600         Year                  Y      Denied
## 4853       81096.9200         Year                  Y   Certified
## 4854      108055.2900         Year                  N   Certified
## 4855      148074.5600         Year                  N   Certified
## 4856      129615.6600         Year                  N   Certified
## 4857         250.8438         Hour                  Y      Denied
## 4859      105169.5500         Year                  Y   Certified
## 4861       70710.6100         Year                  Y   Certified
## 4862       44209.9800         Year                  Y      Denied
## 4864       74251.8500         Year                  Y   Certified
## 4865      109817.1400         Year                  Y   Certified
## 4866       60248.7200         Year                  Y   Certified
## 4867       48433.9500         Year                  Y   Certified
## 4868      150521.4900         Year                  N   Certified
## 4869       44414.4800         Year                  Y   Certified
## 4870       34377.4200         Year                  Y      Denied
## 4871       94065.5400         Year                  Y   Certified
## 4873       64965.6100         Year                  Y   Certified
## 4875      131032.7100         Year                  Y   Certified
## 4876       70715.0100         Year                  Y   Certified
## 4879       28928.7700         Year                  Y   Certified
## 4880       60083.6900         Year                  Y      Denied
## 4881         678.6486         Hour                  Y   Certified
## 4882      124705.7400         Year                  N   Certified
## 4883       47664.7800         Year                  Y      Denied
## 4884       65446.9300         Year                  Y   Certified
## 4885       62189.2800         Year                  Y   Certified
## 4886       53562.1800         Year                  Y   Certified
## 4887       75077.1000         Year                  Y      Denied
## 4888       22495.2000         Year                  Y   Certified
## 4889       10799.7100         Year                  Y      Denied
## 4890      201623.8200         Year                  N   Certified
## 4891       43145.7000         Year                  Y      Denied
## 4892       25676.2100         Year                  Y      Denied
## 4893       21624.9700         Year                  Y   Certified
## 4894       58092.2600         Year                  Y      Denied
## 4896       13358.9000         Year                  Y      Denied
## 4897      129169.7600         Year                  Y      Denied
## 4898      132963.4200         Year                  N   Certified
## 4899       74019.2600         Year                  Y   Certified
## 4900       40813.4300         Year                  Y   Certified
## 4901      110793.8500         Year                  Y   Certified
## 4902       78704.0600         Year                  Y   Certified
## 4903      171140.0200         Year                  Y   Certified
## 4904       63008.7900         Year                  N   Certified
## 4906       62464.6300         Year                  Y   Certified
## 4909      108333.4200         Year                  Y   Certified
## 4912       64878.6100         Year                  Y   Certified
## 4913       65568.9100         Year                  Y   Certified
## 4915       96986.5500         Year                  Y   Certified
## 4916       28121.9700         Year                  Y   Certified
## 4917      132159.7900         Year                  N   Certified
## 4920       45182.9600         Year                  Y   Certified
## 4921        7672.1300         Year                  Y   Certified
## 4922       62840.4300         Year                  Y      Denied
## 4923       92440.7400         Year                  Y   Certified
## 4925       38266.5300         Year                  Y      Denied
## 4926      116251.8500         Week                  Y      Denied
## 4927       59718.5600         Year                  Y   Certified
## 4928         575.3468         Hour                  Y      Denied
## 4929      133655.9500         Year                  Y   Certified
## 4930      108178.8100         Year                  Y   Certified
## 4931      146921.8400         Year                  Y   Certified
## 4933       64493.7200         Year                  Y   Certified
## 4935      126307.4600         Year                  Y   Certified
## 4940       93153.7500         Year                  Y      Denied
## 4942       52563.9700         Year                  Y   Certified
## 4943      103929.6000         Year                  Y   Certified
## 4944       13481.8500         Year                  Y      Denied
## 4945         794.0433         Hour                  Y      Denied
## 4947       36512.3800         Year                  Y   Certified
## 4948       64300.4600         Year                  Y   Certified
## 4949      153971.8900         Year                  Y   Certified
## 4950         997.6877         Hour                  Y      Denied
## 4951      150062.6900         Year                  Y   Certified
## 4952      176207.2400         Year                  Y   Certified
## 4955        5947.1200         Year                  Y   Certified
## 4957       73097.7700         Year                  Y   Certified
## 4958      150652.2200         Year                  Y      Denied
## 4959       51166.6400         Year                  Y   Certified
## 4960       14910.7400         Year                  Y   Certified
## 4961       55979.4200         Year                  Y      Denied
## 4962       51298.4100         Year                  Y   Certified
## 4963       18429.0000         Year                  Y   Certified
## 4965      107930.5900         Year                  Y      Denied
## 4966      217313.0800         Year                  N   Certified
## 4967       69586.4700         Year                  Y   Certified
## 4968        1626.1400         Year                  N   Certified
## 4969       76119.1700         Year                  Y      Denied
## 4970       33064.6100         Year                  Y   Certified
## 4971       57822.0800         Year                  Y   Certified
## 4972       69921.2700         Year                  Y   Certified
## 4975       63324.0500         Week                  Y   Certified
## 4976      128923.2300         Year                  N   Certified
## 4977      116585.3400         Year                  Y   Certified
## 4978       58826.5100         Year                  Y      Denied
## 4979        1778.8300         Year                  Y   Certified
## 4980       83269.0200         Year                  Y   Certified
## 4981       14600.4300         Year                  Y      Denied
## 4982       89124.1700         Year                  Y      Denied
## 4983       83594.0000         Year                  Y   Certified
## 4985       42227.8400         Year                  Y      Denied
## 4987       90866.0100         Year                  Y      Denied
## 4988      107867.4400         Year                  Y   Certified
## 4989       60591.2700         Year                  Y   Certified
## 4990       15981.4400         Year                  Y   Certified
## 4991       12208.8500         Year                  Y   Certified
## 4992       10921.3600         Year                  Y   Certified
## 4993       13655.3400         Year                  Y   Certified
## 4994       42424.0600         Year                  Y      Denied
## 4995      110941.8900         Year                  Y   Certified
## 4996       96065.7600         Year                  Y   Certified
## 4998       46567.6800         Year                  Y   Certified
## 4999      149020.2500         Year                  N   Certified
## 5000       74366.2300         Year                  Y   Certified
## 5001       61196.1600         Year                  Y   Certified
## 5002      115977.8300         Year                  Y      Denied
## 5003      113881.2900         Year                  Y   Certified
## 5004      145722.1900         Year                  Y   Certified
## 5005      114753.2600         Year                  Y   Certified
## 5006      129267.0000         Year                  Y   Certified
## 5007         468.4512         Hour                  Y      Denied
## 5009       70919.8500         Year                  Y      Denied
## 5010       54983.4900         Year                  Y   Certified
## 5011      122691.9600         Year                  Y   Certified
## 5012       36776.9800         Year                  Y   Certified
## 5014       66561.9300         Year                  Y      Denied
## 5015       78811.7300         Year                  Y      Denied
## 5016       60130.8900         Year                  Y   Certified
## 5017      111100.5300         Year                  Y   Certified
## 5018       67175.1000         Year                  Y   Certified
## 5019        1912.0700         Year                  Y      Denied
## 5020      101373.2900         Year                  Y   Certified
## 5021       42011.9400         Year                  Y   Certified
## 5022       57703.5900         Year                  Y   Certified
## 5025       47894.4100         Year                  Y      Denied
## 5026       41212.3400         Year                  Y   Certified
## 5027        6941.6700         Year                  Y   Certified
## 5028       41455.8800         Year                  Y      Denied
## 5029       70262.2900         Year                  Y   Certified
## 5030       46022.4300         Year                  Y   Certified
## 5031       26441.9100         Year                  Y   Certified
## 5032       97329.2500         Year                  Y   Certified
## 5033      122774.8900         Year                  Y   Certified
## 5034      102681.9400         Year                  Y   Certified
## 5035       49288.6100         Year                  Y   Certified
## 5037       36556.7500         Year                  Y   Certified
## 5038       99734.2300         Year                  Y   Certified
## 5039       15256.4000         Year                  Y      Denied
## 5040       98009.7700         Year                  Y      Denied
## 5041       83476.7800         Year                  Y   Certified
## 5043       35896.2500         Year                  Y      Denied
## 5044       16635.6000         Year                  Y   Certified
## 5045       19224.0300         Year                  Y   Certified
## 5046       75468.6500         Year                  Y   Certified
## 5047       69771.6200         Year                  Y   Certified
## 5048       17874.5400         Year                  Y   Certified
## 5050         723.9761         Hour                  Y      Denied
## 5051       63098.4300         Year                  Y   Certified
## 5052      178259.9300         Year                  Y   Certified
## 5053       88501.3100         Year                  Y      Denied
## 5054       32831.3200         Year                  Y   Certified
## 5057      106335.1700         Year                  Y      Denied
## 5059       22791.3100         Year                  Y      Denied
## 5060         370.3349         Hour                  Y      Denied
## 5061      208373.9500         Year                  Y   Certified
## 5062       91887.4400         Year                  Y   Certified
## 5064       17717.2700         Year                  Y      Denied
## 5065        3511.7300         Year                  Y   Certified
## 5066       12501.4900         Year                  Y      Denied
## 5067       49904.1700         Year                  Y   Certified
## 5068      134309.7700         Year                  Y   Certified
## 5069       77686.1600         Year                  Y      Denied
## 5070       74183.9600         Year                  Y   Certified
## 5071       76602.8400         Year                  Y   Certified
## 5072       55951.5500         Year                  Y   Certified
## 5073       53915.0300         Year                  Y      Denied
## 5074      120234.9200         Year                  Y   Certified
## 5075       57981.5500         Year                  Y   Certified
## 5077       91086.9700         Year                  N   Certified
## 5078       31863.5500         Year                  Y      Denied
## 5079         265.7185         Hour                  Y   Certified
## 5080      212325.3700         Year                  Y      Denied
## 5081        6904.8300         Year                  Y      Denied
## 5082      119305.2300         Year                  Y   Certified
## 5084        5272.3600         Year                  Y   Certified
## 5086       30537.8400         Year                  Y   Certified
## 5087         352.6500         Hour                  Y      Denied
## 5088       43073.3700         Year                  Y   Certified
## 5089       36721.7200         Year                  Y   Certified
## 5090       23131.7800         Year                  Y      Denied
## 5091          14.9093         Hour                  Y      Denied
## 5092      114683.0400         Year                  N   Certified
## 5093       83870.2100         Year                  Y      Denied
## 5096      100055.5900         Year                  N   Certified
## 5097      115862.0800         Year                  Y   Certified
## 5098       96786.4600         Year                  Y   Certified
## 5099       26526.5000         Year                  Y   Certified
## 5100      134721.8000         Year                  Y   Certified
## 5101       75957.2300         Year                  Y      Denied
## 5102      120809.9800         Year                  N   Certified
## 5104       45803.0800         Year                  Y   Certified
## 5105       53201.4800         Year                  Y      Denied
## 5106       24993.6500         Year                  Y   Certified
## 5107      104714.0500         Year                  Y      Denied
## 5108       54583.9900         Year                  Y   Certified
## 5109       27784.0300         Year                  Y   Certified
## 5110      142259.7300         Year                  N   Certified
## 5111      116779.8900         Year                  Y      Denied
## 5112       97509.4800         Year                  Y   Certified
## 5113       10164.7200         Year                  Y   Certified
## 5114        8819.9300         Year                  Y   Certified
## 5116      144950.6200         Year                  N   Certified
## 5117       21672.7000         Year                  Y   Certified
## 5118        6036.6700         Year                  Y   Certified
## 5119      101863.0500         Year                  Y   Certified
## 5120      122591.8500         Year                  Y   Certified
## 5121         708.9617         Hour                  Y   Certified
## 5122       14739.1500         Year                  Y   Certified
## 5123         206.4100         Hour                  Y      Denied
## 5124         707.4330         Hour                  Y   Certified
## 5125       76079.6500         Year                  Y   Certified
## 5126         605.1812         Hour                  Y   Certified
## 5127       72685.7800         Year                  N   Certified
## 5128      107906.1700         Year                  Y      Denied
## 5130         968.2426         Hour                  Y      Denied
## 5131       53011.9900         Year                  Y   Certified
## 5133         104.5600         Hour                  Y   Certified
## 5134       56543.1500         Year                  Y   Certified
## 5136       73062.2900         Year                  N   Certified
## 5137       47455.8700         Year                  Y   Certified
## 5138       99601.7600         Year                  Y   Certified
## 5140       94169.8200         Year                  Y   Certified
## 5141       83334.0400         Year                  Y   Certified
## 5142       88938.9400         Year                  Y      Denied
## 5143       76390.7900         Year                  Y      Denied
## 5144       87790.2000         Year                  Y   Certified
## 5145       78203.1300         Year                  Y   Certified
## 5147       54615.9700         Year                  Y   Certified
## 5148      136387.3100         Year                  N      Denied
## 5150       98869.3100         Year                  Y   Certified
## 5152       71090.8500         Year                  Y   Certified
## 5153         433.2396         Hour                  Y      Denied
## 5154       38153.4000         Year                  N   Certified
## 5156       94679.6600         Year                  N   Certified
## 5157       80104.2200         Year                  Y   Certified
## 5161        3633.9900         Year                  Y      Denied
## 5162       71068.0400         Year                  Y      Denied
## 5163       12476.4000         Year                  Y   Certified
## 5164       14239.7100         Year                  Y   Certified
## 5168         173.3297         Hour                  Y      Denied
## 5169      142631.6900         Year                  N   Certified
## 5170       94589.4100         Year                  N   Certified
## 5173       48782.0200         Year                  Y      Denied
## 5174       94972.5900         Year                  Y      Denied
## 5175       83204.3500         Year                  Y   Certified
## 5176      137368.2800         Year                  Y   Certified
## 5177       78104.8300         Year                  Y   Certified
## 5178         158.3600         Hour                  Y      Denied
## 5179         205.6246         Hour                  Y      Denied
## 5181       50155.2000         Year                  Y      Denied
## 5182      118483.0300         Year                  Y   Certified
## 5184       36839.0500         Year                  Y      Denied
## 5185         261.5594         Hour                  Y   Certified
## 5187       73482.2400         Year                  Y   Certified
## 5188       15272.4800         Year                  Y      Denied
## 5190       24871.2400         Year                  Y      Denied
## 5192       35765.9700         Year                  Y   Certified
## 5193      159577.4300         Year                  Y      Denied
## 5194      106876.6900         Year                  N   Certified
## 5195       55248.4300         Year                  Y   Certified
## 5196       26836.6600         Year                  Y      Denied
## 5197      105187.8900         Year                  N   Certified
## 5198      114236.1200         Year                  Y      Denied
## 5199      130396.8500         Year                  Y   Certified
## 5200       52132.3000         Year                  Y   Certified
## 5201         895.0806         Hour                  Y   Certified
## 5202         139.8032         Hour                  Y   Certified
## 5203       69193.4600         Year                  Y   Certified
## 5204      109059.8400         Year                  N      Denied
## 5205         846.7583         Hour                  Y      Denied
## 5206       24024.5800         Year                  Y   Certified
## 5207      110830.2100         Year                  Y      Denied
## 5208         872.5932         Hour                  Y      Denied
## 5209      100466.2300         Year                  Y      Denied
## 5211      104855.7100         Year                  N      Denied
## 5212       97162.5300         Year                  Y      Denied
## 5214       34848.4300         Year                  Y   Certified
## 5216      111971.7000         Year                  Y   Certified
## 5217       76118.7600         Year                  Y      Denied
## 5218       81066.9100         Year                  Y   Certified
## 5219       42148.8900         Year                  Y   Certified
## 5220      104812.4400         Year                  Y      Denied
## 5221      145224.3600         Year                  Y   Certified
## 5222       11597.1700         Year                  Y      Denied
## 5224       94707.3000         Year                  Y   Certified
## 5226      199162.5900         Year                  Y   Certified
## 5227       28852.1500         Year                  Y   Certified
## 5228         102.6000         Hour                  Y   Certified
## 5229       26323.3600         Year                  Y      Denied
## 5230      163519.8400         Year                  Y   Certified
## 5231      103668.6600         Year                  Y   Certified
## 5232      163566.1800         Year                  Y      Denied
## 5233       15815.3300         Year                  Y      Denied
## 5234      120285.8700         Year                  N      Denied
## 5235        3065.4000         Year                  Y      Denied
## 5236       86648.2600         Year                  Y   Certified
## 5237      116055.3500         Year                  Y   Certified
## 5239      120541.4200         Year                  Y   Certified
## 5242       76436.4000         Year                  Y      Denied
## 5244       14803.9600         Year                  Y   Certified
## 5245      100556.2500         Year                  Y   Certified
## 5246       13812.6000         Year                  Y   Certified
## 5247        3192.8100         Year                  Y      Denied
## 5248      100743.2700         Year                  Y   Certified
## 5249       17079.9300         Year                  Y   Certified
## 5250      100440.6300         Year                  Y   Certified
## 5251       89143.4300         Year                  Y   Certified
## 5252       75562.5800         Year                  N   Certified
## 5253      124267.1600         Year                  Y      Denied
## 5254         224.1068         Hour                  Y   Certified
## 5255         553.6915         Hour                  Y   Certified
## 5256       68398.4700         Year                  Y   Certified
## 5257      122360.7000         Year                  Y   Certified
## 5258         145.7400         Hour                  Y   Certified
## 5260       63657.8100         Year                  Y   Certified
## 5261       10382.1100         Year                  Y   Certified
## 5262       52525.4100         Year                  Y      Denied
## 5263       30384.5200         Year                  Y   Certified
## 5264       91607.2500         Year                  N   Certified
## 5265       59319.9500         Year                  Y   Certified
## 5267       96477.0600         Year                  Y      Denied
## 5268       79647.6900         Year                  Y      Denied
## 5269        3199.8100         Year                  Y   Certified
## 5270       45927.7100        Month                  Y   Certified
## 5271       61788.8500         Year                  Y   Certified
## 5272        1208.7000         Year                  N   Certified
## 5273      101650.2100         Year                  Y   Certified
## 5274      116280.3600         Year                  Y   Certified
## 5275      127597.9200         Year                  Y   Certified
## 5276      120338.6700         Year                  Y   Certified
## 5277       35082.8600         Year                  N   Certified
## 5278       33302.7600         Year                  Y      Denied
## 5279      123148.0900         Year                  Y      Denied
## 5280      118559.4600         Year                  N   Certified
## 5281       27900.9700         Year                  Y   Certified
## 5282       26451.9200         Year                  N      Denied
## 5283       90992.0100         Year                  Y   Certified
## 5284       32160.6200         Year                  Y      Denied
## 5285      185414.4700         Year                  Y      Denied
## 5286       35886.7100         Year                  Y   Certified
## 5287       71213.7600         Year                  Y      Denied
## 5290       77975.5700         Year                  Y      Denied
## 5292      106798.7300         Year                  Y   Certified
## 5293       28888.6800         Year                  Y      Denied
## 5295       85840.3300         Year                  Y   Certified
## 5296       25858.9600         Year                  Y      Denied
## 5297      183270.5200         Year                  Y      Denied
## 5298       85567.5400         Year                  Y   Certified
## 5299       64900.6400         Year                  Y   Certified
## 5300       36420.9200         Year                  Y   Certified
## 5301      101719.2700         Year                  Y      Denied
## 5304       35041.4000         Year                  Y   Certified
## 5307       87214.2400         Year                  N   Certified
## 5309       10433.3000         Year                  Y   Certified
## 5310       33050.6500         Year                  Y   Certified
## 5312       74551.9000         Year                  Y      Denied
## 5313       92629.0100         Year                  Y   Certified
## 5315       73056.6800         Year                  Y      Denied
## 5316      104486.7800         Year                  Y   Certified
## 5317       83907.4300         Year                  Y   Certified
## 5318         617.3676         Hour                  Y   Certified
## 5319       93498.3000         Year                  Y      Denied
## 5321      100211.1100         Year                  Y   Certified
## 5322       74323.1000         Year                  Y   Certified
## 5323      196650.1400         Year                  Y      Denied
## 5324         404.4565         Hour                  Y   Certified
## 5325       30155.8800         Year                  Y   Certified
## 5326      123952.3500         Year                  Y   Certified
## 5327       37007.1200         Year                  Y   Certified
## 5328      210374.1500         Year                  N   Certified
## 5329       64473.5100         Year                  Y   Certified
## 5331       70252.6300         Year                  Y   Certified
## 5333       85230.2800         Year                  Y      Denied
## 5334         774.7080         Hour                  Y      Denied
## 5335       10748.3000         Year                  Y   Certified
## 5338      100557.2700         Year                  Y   Certified
## 5340       56972.1200         Year                  Y   Certified
## 5342      107820.1700         Year                  Y   Certified
## 5343       21229.1600         Year                  Y   Certified
## 5344      104726.1700         Year                  Y      Denied
## 5345      127771.9000         Year                  N   Certified
## 5346      114876.2900         Year                  Y      Denied
## 5347         130.2700         Hour                  Y   Certified
## 5348      112341.2400         Year                  N   Certified
## 5349      129184.9700         Year                  Y   Certified
## 5351       55901.3100         Year                  Y      Denied
## 5352      125393.1000         Year                  Y   Certified
## 5353       27334.1400         Year                  Y   Certified
## 5354      139001.4600         Year                  Y   Certified
## 5356      129050.2800         Year                  Y      Denied
## 5357       69343.4600         Year                  Y      Denied
## 5358       76264.2500         Year                  N   Certified
## 5359      125624.1400         Year                  Y   Certified
## 5360       43688.6800         Year                  Y   Certified
## 5361         146.3000         Hour                  Y   Certified
## 5362         492.6745         Hour                  Y      Denied
## 5363       20314.1200         Year                  Y   Certified
## 5364      121908.8300         Week                  Y   Certified
## 5365       61564.6000         Year                  Y   Certified
## 5367       26838.1700         Year                  Y   Certified
## 5368       88037.1100         Year                  Y   Certified
## 5369       90681.7500         Year                  Y      Denied
## 5370       89583.4500         Year                  Y   Certified
## 5371       86145.2100         Year                  N      Denied
## 5373       26494.6000         Year                  Y   Certified
## 5374       72153.8900         Year                  Y   Certified
## 5375       89099.1700         Year                  Y      Denied
## 5376       53864.1400         Year                  Y   Certified
## 5378          10.9041         Hour                  Y      Denied
## 5381       10767.7700         Year                  Y   Certified
## 5383       46686.1200         Year                  Y   Certified
## 5384      112626.0800         Year                  Y   Certified
## 5385           8.5186         Hour                  Y      Denied
## 5386       89083.7900         Year                  Y      Denied
## 5388      123381.6000         Year                  Y   Certified
## 5389      114288.8500         Year                  Y   Certified
## 5390      101716.5700         Year                  Y      Denied
## 5391       86111.1300         Year                  Y   Certified
## 5392       91457.6500         Year                  Y   Certified
## 5393       59706.3200         Year                  Y      Denied
## 5394       59344.3800         Year                  Y      Denied
## 5395         910.6628         Hour                  Y      Denied
## 5396       80979.6100         Year                  N   Certified
## 5400      176363.2700         Year                  Y   Certified
## 5401       74428.0200         Year                  Y   Certified
## 5402      140703.2300         Year                  Y   Certified
## 5403      106248.4800         Year                  Y   Certified
## 5404      125987.8400         Year                  Y   Certified
## 5406         101.5600         Hour                  Y   Certified
## 5408         359.1049         Hour                  Y   Certified
## 5409      150777.3600         Year                  Y   Certified
## 5410       11306.7800         Year                  Y   Certified
## 5411       35934.4700         Year                  Y   Certified
## 5413       36140.1700         Year                  Y   Certified
## 5414        5229.9900         Year                  Y   Certified
## 5415       54184.2700         Year                  Y   Certified
## 5416      123423.0100         Year                  Y   Certified
## 5417         115.1174         Hour                  Y   Certified
## 5418       87176.5800         Year                  Y   Certified
## 5420       96882.0100         Year                  Y      Denied
## 5421         185.7184         Hour                  Y   Certified
## 5424       19618.8200         Year                  Y   Certified
## 5425      100326.5300         Week                  Y   Certified
## 5426        7974.7900         Year                  Y   Certified
## 5427       98722.5900         Year                  N   Certified
## 5428      118982.4200         Year                  Y   Certified
## 5429       94746.8500         Year                  N   Certified
## 5430       97117.5800         Year                  N      Denied
## 5432       30755.2800         Year                  Y      Denied
## 5433       76609.2700         Year                  Y   Certified
## 5434       38929.6100         Year                  Y      Denied
## 5436      102991.6700         Year                  Y      Denied
## 5437      207944.9200         Year                  Y   Certified
## 5438       57242.9600         Year                  Y   Certified
## 5440       56555.3400         Year                  Y   Certified
## 5441       61406.9100         Year                  N   Certified
## 5442       75044.5700         Year                  Y   Certified
## 5443        4841.5900         Year                  Y   Certified
## 5444       59712.2200         Year                  Y   Certified
## 5446      122056.2500         Year                  Y   Certified
## 5447         105.8700         Hour                  Y   Certified
## 5448       47283.2100         Year                  N   Certified
## 5449      111717.2800         Year                  Y      Denied
## 5450      121751.0400         Year                  Y   Certified
## 5451      100874.3300         Year                  N   Certified
## 5452       43244.2600         Week                  Y      Denied
## 5454         247.0206         Hour                  Y      Denied
## 5455       49038.8200         Year                  Y   Certified
## 5456           3.4889         Hour                  Y   Certified
## 5457      158409.3400         Year                  Y      Denied
## 5458       93347.6300         Year                  Y   Certified
## 5459       40092.8600         Year                  Y   Certified
## 5460       25521.3800         Year                  Y      Denied
## 5461        1670.2700         Year                  Y   Certified
## 5462       76966.4200         Year                  Y      Denied
## 5463      104348.3100         Year                  Y   Certified
## 5464       65855.5800         Year                  Y   Certified
## 5465       33057.5400         Year                  Y   Certified
## 5466      133706.5700         Year                  Y   Certified
## 5467       29193.4300         Year                  Y   Certified
## 5468      123457.2900         Year                  Y      Denied
## 5469       36494.2300         Year                  Y   Certified
## 5471         117.3900         Hour                  Y   Certified
## 5472       52457.4200         Year                  Y      Denied
## 5473      151735.8000         Year                  Y   Certified
## 5474       11413.9600         Year                  Y   Certified
## 5475      107101.6000         Year                  Y   Certified
## 5476      133777.6500         Week                  Y   Certified
## 5477       69768.3500         Year                  Y   Certified
## 5479       75427.8400         Year                  Y   Certified
## 5480       82411.9800         Year                  Y   Certified
## 5481       83884.2500         Year                  N      Denied
## 5482      187382.7300         Year                  N   Certified
## 5483       95997.1300         Year                  Y   Certified
## 5484       95944.2100         Year                  Y   Certified
## 5485       29151.3200         Year                  Y   Certified
## 5488       52708.7400         Year                  Y   Certified
## 5489      143209.2900         Year                  Y   Certified
## 5490       77437.0800         Year                  Y   Certified
## 5493      135580.9000         Year                  N   Certified
## 5494       38423.5000         Year                  Y   Certified
## 5496       78012.8200         Year                  Y   Certified
## 5497       89043.2500         Year                  Y      Denied
## 5498       36691.3300         Year                  N   Certified
## 5500      141319.4200         Year                  Y   Certified
## 5502       98569.0400         Year                  Y      Denied
## 5503       79251.8700         Year                  Y   Certified
## 5504      103524.0100         Year                  Y   Certified
## 5505       52931.3800         Year                  Y   Certified
## 5506       24387.5600         Year                  Y   Certified
## 5507      105717.0000         Year                  Y   Certified
## 5509       82119.4400         Year                  Y   Certified
## 5510       91941.0800         Year                  N      Denied
## 5511      144436.9200         Year                  Y      Denied
## 5512       39387.3000         Year                  Y   Certified
## 5513       77988.6500         Year                  Y   Certified
## 5514      107647.0200         Year                  N   Certified
## 5515       39140.9100         Year                  Y      Denied
## 5516      206722.3900         Year                  N   Certified
## 5517       31368.1200         Year                  Y      Denied
## 5518         563.3494         Hour                  Y   Certified
## 5520       18977.7000         Year                  Y   Certified
## 5522        6355.7100         Year                  Y   Certified
## 5524       68485.2100         Year                  Y      Denied
## 5525       54715.1900         Year                  Y   Certified
## 5526         502.9275         Hour                  Y      Denied
## 5527      208798.8900         Year                  Y   Certified
## 5528       60181.1900         Year                  Y   Certified
## 5529       16174.5900         Year                  Y   Certified
## 5531       20732.5700         Year                  Y   Certified
## 5532       50748.9800         Year                  Y   Certified
## 5533       89008.7400         Week                  Y   Certified
## 5534       61635.3700         Year                  Y   Certified
## 5535         724.3166         Hour                  Y      Denied
## 5536       56137.9500         Year                  Y   Certified
## 5537      160032.3800         Year                  Y      Denied
## 5538      130994.7600         Year                  Y   Certified
## 5539        1761.1900         Year                  Y   Certified
## 5540      136598.2800         Year                  N   Certified
## 5541       44453.4400         Year                  Y      Denied
## 5542      106537.7600         Year                  Y   Certified
## 5543       66348.8200         Year                  Y   Certified
## 5544      122231.2000         Year                  N   Certified
## 5546          52.8519         Hour                  Y      Denied
## 5548       23635.1700         Year                  Y   Certified
## 5549      107040.4500         Year                  N   Certified
## 5550       48934.8400         Year                  Y   Certified
## 5551      104901.7900         Year                  Y   Certified
## 5552        9686.1800         Year                  Y   Certified
## 5553       27836.6800         Year                  Y   Certified
## 5554       74414.5200         Year                  Y      Denied
## 5555       82643.8900         Year                  Y   Certified
## 5556       98281.2600         Year                  Y   Certified
## 5558       78560.2700         Year                  Y   Certified
## 5559      192174.1100         Year                  Y   Certified
## 5561         126.8600         Hour                  Y      Denied
## 5563          19.3731         Hour                  Y   Certified
## 5564       47249.1200         Year                  Y   Certified
## 5565        4715.4700         Year                  Y   Certified
## 5566      107731.5200         Year                  Y   Certified
## 5567       22019.7600         Year                  N   Certified
## 5568      122380.5700         Year                  Y      Denied
## 5569       16220.7700         Year                  Y   Certified
## 5570       14545.5000         Year                  Y   Certified
## 5571         110.2800         Hour                  Y   Certified
## 5572      105431.7100         Year                  Y   Certified
## 5573       70222.5500         Year                  N   Certified
## 5575       74335.9000         Year                  N   Certified
## 5576         288.1240         Hour                  Y      Denied
## 5577      152880.1300         Year                  Y   Certified
## 5580       83846.8100         Year                  Y   Certified
## 5581         755.2588         Hour                  Y      Denied
## 5585      168240.6100         Year                  Y   Certified
## 5586       51255.9000         Year                  Y      Denied
## 5587      112513.2300         Year                  Y      Denied
## 5588      121088.8000         Year                  N   Certified
## 5590      111500.0700         Year                  Y      Denied
## 5591       85684.7200         Year                  Y   Certified
## 5592       62998.4800         Year                  Y   Certified
## 5593       95579.2700         Year                  Y      Denied
## 5594       52486.7400         Year                  Y   Certified
## 5595      172729.3600         Year                  Y   Certified
## 5596       16143.9900         Year                  Y      Denied
## 5597      122902.2100         Year                  Y   Certified
## 5598       20408.2900         Year                  Y   Certified
## 5599      124370.9800         Year                  Y   Certified
## 5600       90297.8800         Year                  Y      Denied
## 5601      108086.5200         Year                  Y   Certified
## 5602       64357.6500         Year                  Y   Certified
## 5603       70225.7800         Year                  Y      Denied
## 5604      155525.5600         Week                  Y      Denied
## 5605      107294.6400         Year                  Y      Denied
## 5606       20013.0900         Year                  Y   Certified
## 5607      110279.9700         Year                  Y   Certified
## 5608      127922.3800         Year                  Y   Certified
## 5609       13576.2500         Year                  Y   Certified
## 5610       85876.2800         Year                  N      Denied
## 5612       19326.6300         Year                  Y   Certified
## 5613       72059.0200         Year                  Y   Certified
## 5614       22906.4000         Year                  N   Certified
## 5615       77644.8700         Year                  N   Certified
## 5616       54875.4100         Year                  N   Certified
## 5617      112851.7300         Year                  Y      Denied
## 5618      126768.9200         Year                  Y   Certified
## 5619      101578.1000         Year                  Y      Denied
## 5620       21480.1500         Year                  Y   Certified
## 5621      161254.6700         Year                  Y   Certified
## 5622      154638.7800         Year                  Y   Certified
## 5623       58328.5200         Year                  Y   Certified
## 5624       91519.8000         Year                  Y   Certified
## 5625      103245.8100         Year                  N   Certified
## 5626       50149.3300         Year                  Y      Denied
## 5627         294.8820         Hour                  Y      Denied
## 5628       89785.8600         Year                  Y   Certified
## 5629       91534.1700         Year                  Y   Certified
## 5630       52047.0000         Year                  Y   Certified
## 5631        6278.0900         Year                  Y   Certified
## 5633       35446.2700         Year                  Y      Denied
## 5634      105054.2900         Year                  N   Certified
## 5635       65131.6200         Year                  Y   Certified
## 5636      105211.1600         Year                  Y   Certified
## 5637      139404.9100         Year                  Y   Certified
## 5639      104529.9000         Year                  N      Denied
## 5640       85283.8800         Year                  Y   Certified
## 5641       46272.5600         Year                  Y      Denied
## 5643       53628.0600         Year                  Y      Denied
## 5644       60210.1100         Year                  Y   Certified
## 5645      114191.0100         Year                  Y      Denied
## 5646      103694.8700         Year                  Y   Certified
## 5647      119102.8100         Year                  Y   Certified
## 5648      109769.3200         Year                  Y   Certified
## 5649      151611.8600         Year                  Y      Denied
## 5650       19499.7300         Year                  N   Certified
## 5651        9724.8000         Year                  N   Certified
## 5652       55606.3300         Year                  Y   Certified
## 5653       68110.6500         Year                  Y   Certified
## 5654         564.3397         Hour                  Y      Denied
## 5655       92262.1800         Year                  Y      Denied
## 5658      106119.5100         Year                  Y   Certified
## 5659         603.0547         Hour                  Y   Certified
## 5661       41186.7700         Year                  Y   Certified
## 5663      104373.5500         Year                  Y   Certified
## 5664       51706.8800         Year                  Y   Certified
## 5665      123276.2500         Year                  Y      Denied
## 5666       33636.7500         Year                  Y      Denied
## 5668       68281.4300         Year                  Y   Certified
## 5669       43560.4800         Year                  Y   Certified
## 5670      124830.4800         Year                  Y   Certified
## 5671      114155.7400         Year                  N   Certified
## 5672       54211.1200         Year                  Y   Certified
## 5673      204046.3700         Year                  Y      Denied
## 5674       42675.9200         Year                  Y   Certified
## 5675       39476.3500         Year                  Y   Certified
## 5676        5433.5800         Year                  Y   Certified
## 5677       34142.9800         Year                  Y      Denied
## 5678         504.8187         Hour                  Y   Certified
## 5680       43706.2300         Year                  Y   Certified
## 5681      117448.6300         Year                  Y   Certified
## 5682      118549.8000         Year                  Y   Certified
## 5684       11411.1300         Year                  Y   Certified
## 5685       53249.1600         Year                  Y      Denied
## 5686       45146.9800         Year                  Y      Denied
## 5687       38870.5600         Year                  Y   Certified
## 5688      143751.1200         Year                  Y   Certified
## 5689      189236.1700         Year                  Y   Certified
## 5690      146591.0900         Year                  Y   Certified
## 5691         284.1352         Hour                  Y      Denied
## 5692       62417.0400         Year                  Y      Denied
## 5693       92156.5600         Year                  Y   Certified
## 5694       72461.1300         Year                  Y   Certified
## 5695       42672.9400         Year                  Y   Certified
## 5696       48554.0600         Year                  Y   Certified
## 5697       54342.7900         Year                  N   Certified
## 5698       14916.5500         Year                  Y   Certified
## 5699      102461.4600         Year                  Y      Denied
## 5700       34744.4500         Year                  Y   Certified
## 5701      139339.1600         Year                  Y   Certified
## 5702       87947.0600         Year                  Y   Certified
## 5703       69497.6700         Year                  Y   Certified
## 5704       53004.5500         Year                  Y   Certified
## 5705      102906.3300         Year                  N   Certified
## 5706       67384.4200         Year                  N   Certified
## 5708       21243.6400         Year                  Y      Denied
## 5709      127868.0100         Year                  Y   Certified
## 5710       87967.2300         Year                  Y      Denied
## 5713       59862.7600         Year                  Y   Certified
## 5714      110913.6500         Year                  Y      Denied
## 5715       14139.4600         Year                  Y   Certified
## 5717         310.6986         Hour                  Y      Denied
## 5719      120788.0200         Year                  Y   Certified
## 5720         154.4200         Hour                  Y   Certified
## 5721         356.8087         Hour                  Y   Certified
## 5724       90484.3900         Year                  Y   Certified
## 5725       62455.6600         Year                  Y   Certified
## 5726      122684.7200         Year                  Y   Certified
## 5727       19912.9000         Year                  Y   Certified
## 5728       73889.0000         Year                  Y   Certified
## 5729      151417.5500         Year                  N   Certified
## 5730       87799.6900         Year                  Y   Certified
## 5731      151692.7300         Year                  Y      Denied
## 5732      137131.1300         Year                  N   Certified
## 5733      112623.7400         Year                  Y   Certified
## 5734       93075.1400         Year                  Y   Certified
## 5735       99470.7700         Year                  Y   Certified
## 5736      152766.9700         Year                  Y   Certified
## 5737       68382.9200         Year                  Y   Certified
## 5738      118085.2800         Year                  N   Certified
## 5739      120127.5300         Year                  Y   Certified
## 5740      163428.0400         Year                  Y      Denied
## 5741      121270.8300         Year                  Y      Denied
## 5742      129748.8100         Year                  Y   Certified
## 5745      120156.4000         Year                  N      Denied
## 5746        4734.4500         Year                  Y   Certified
## 5747      140331.0100         Year                  N   Certified
## 5748       43085.7400         Year                  Y   Certified
## 5749         509.5368         Hour                  Y      Denied
## 5750       76918.0800         Year                  Y   Certified
## 5751       61920.4800         Year                  Y      Denied
## 5752       63678.9000         Year                  Y      Denied
## 5754        5495.9900         Year                  Y      Denied
## 5755       40607.1500         Year                  Y      Denied
## 5757       75585.5400         Year                  Y   Certified
## 5758      108165.6300         Year                  Y   Certified
## 5759      126612.6800         Year                  Y      Denied
## 5760      167084.5700         Year                  Y      Denied
## 5762       24535.6500         Year                  Y      Denied
## 5764       50170.3200         Year                  Y   Certified
## 5765       61052.3100         Year                  N   Certified
## 5767       66036.9900         Year                  Y   Certified
## 5768       14291.6000         Year                  Y   Certified
## 5769       28662.7700         Year                  Y      Denied
## 5770       29118.3900         Year                  Y   Certified
## 5771       29350.9400         Year                  Y   Certified
## 5772      139260.8000         Year                  Y   Certified
## 5773       41554.8200         Year                  Y   Certified
## 5774         649.4400         Year                  Y   Certified
## 5776       95914.4200         Year                  Y   Certified
## 5777       70883.9200         Year                  Y   Certified
## 5778      148221.5400         Year                  Y   Certified
## 5779      114540.0500         Year                  Y   Certified
## 5780       68013.1600         Year                  Y   Certified
## 5781      147518.3800         Year                  Y   Certified
## 5782       34323.9800         Year                  Y   Certified
## 5783      112125.7200         Year                  Y   Certified
## 5784       68033.1700         Year                  Y   Certified
## 5786       68937.1300         Year                  Y   Certified
## 5788      103121.8800         Year                  Y   Certified
## 5789       19906.4200         Year                  Y   Certified
## 5790       61053.8700         Year                  Y   Certified
## 5792       57206.3000         Year                  Y   Certified
## 5793       54329.8600         Year                  Y   Certified
## 5794      121695.1000         Year                  Y   Certified
## 5795        2007.7100         Year                  Y   Certified
## 5796       78424.7700         Year                  Y   Certified
## 5797         175.3600         Hour                  Y   Certified
## 5798      100137.5400         Year                  Y   Certified
## 5799       66894.6600         Year                  Y   Certified
## 5801       24679.1400         Year                  Y   Certified
## 5802        7183.3400         Year                  Y      Denied
## 5803       40253.4000         Year                  Y   Certified
## 5804       82920.3200         Year                  Y   Certified
## 5806       52196.7300         Year                  Y   Certified
## 5807         218.3800         Hour                  Y   Certified
## 5808       34180.4200         Year                  Y   Certified
## 5809         280.2427         Hour                  Y   Certified
## 5810       79374.9600         Year                  Y   Certified
## 5811       93950.3900         Year                  Y      Denied
## 5812       54076.8800         Year                  N   Certified
## 5813       60498.1800         Year                  Y   Certified
## 5814       48050.5500         Year                  Y      Denied
## 5815       53790.3400         Year                  Y   Certified
## 5816       32729.3200         Year                  N      Denied
## 5817      123187.3200         Year                  N   Certified
## 5818       19034.3900         Year                  Y   Certified
## 5819      163334.7800         Year                  N   Certified
## 5820       82299.5900         Year                  Y   Certified
## 5821      108288.5900         Year                  Y      Denied
## 5822         101.5100         Hour                  Y      Denied
## 5823      120249.0600         Year                  Y   Certified
## 5824       27617.0600         Year                  Y   Certified
## 5825       30944.7900         Year                  Y      Denied
## 5826         467.2400         Hour                  Y      Denied
## 5827       76755.2000         Year                  Y   Certified
## 5828       28602.2900         Year                  Y      Denied
## 5829       36973.6700         Year                  N   Certified
## 5832      137365.5800         Year                  Y      Denied
## 5833       90796.9600         Year                  N   Certified
## 5835      123360.9700         Year                  Y   Certified
## 5837       44763.3300         Year                  N   Certified
## 5840         702.9446         Hour                  Y      Denied
## 5841         257.6062         Hour                  Y      Denied
## 5842      120559.4000         Year                  Y   Certified
## 5843       62864.9600         Year                  Y   Certified
## 5844       40485.3100         Year                  Y   Certified
## 5845      121205.4100         Year                  Y   Certified
## 5846       40040.4500         Year                  Y   Certified
## 5847       95712.5000         Year                  N   Certified
## 5848         646.7635         Hour                  Y   Certified
## 5849      130544.5500         Week                  Y      Denied
## 5850      105579.1300         Year                  Y   Certified
## 5851       91401.2100         Year                  Y   Certified
## 5853       45804.3600         Year                  Y      Denied
## 5854      154764.8300         Year                  Y   Certified
## 5857      117937.2900         Year                  N   Certified
## 5858      106176.9600         Year                  Y   Certified
## 5859      130358.7500         Year                  Y   Certified
## 5860       81425.3900         Year                  Y      Denied
## 5861      108239.9500         Year                  Y      Denied
## 5862      102803.0900         Year                  Y   Certified
## 5863       24695.4400         Year                  N   Certified
## 5864      165283.1600         Year                  Y   Certified
## 5865       42929.4200         Year                  Y   Certified
## 5866      133664.8600         Year                  Y   Certified
## 5867      169131.1700         Week                  Y   Certified
## 5869       35976.4100         Year                  Y   Certified
## 5870         698.2524         Hour                  Y      Denied
## 5871       73826.5100         Year                  Y   Certified
## 5872      126845.2100         Year                  Y      Denied
## 5873      113940.7000         Year                  Y      Denied
## 5874       92344.0700         Year                  Y   Certified
## 5875       38998.5700         Year                  Y   Certified
## 5876       88775.9000         Year                  Y      Denied
## 5877      186881.0500         Year                  Y   Certified
## 5878         102.9700         Hour                  Y      Denied
## 5879         724.9628         Hour                  Y      Denied
## 5880      107036.5300         Year                  Y   Certified
## 5881       75267.7300         Year                  Y   Certified
## 5882       41704.2800         Year                  Y   Certified
## 5883       53811.8200         Year                  Y   Certified
## 5884       92454.2600         Year                  Y   Certified
## 5885      112292.1400         Year                  N   Certified
## 5887       28082.1000         Year                  Y      Denied
## 5888      104521.6400         Year                  Y   Certified
## 5889      115712.1100         Year                  N   Certified
## 5890       82650.5800         Year                  N   Certified
## 5891      140701.8600         Year                  N      Denied
## 5897       77610.7300         Year                  Y   Certified
## 5898       19185.7600         Year                  Y   Certified
## 5899       91648.4200         Year                  Y   Certified
## 5900         436.5722         Hour                  Y      Denied
## 5901       79313.3600         Year                  N   Certified
## 5904        4201.9200         Year                  Y   Certified
## 5905      106028.4800         Year                  N   Certified
## 5906      156933.4800         Year                  Y      Denied
## 5907       80063.4500         Year                  Y   Certified
## 5908       63738.2400         Year                  Y   Certified
## 5909      103844.7900         Year                  Y      Denied
## 5911      125096.1600         Year                  Y   Certified
## 5914       59788.4200         Year                  Y   Certified
## 5915       30797.9400         Year                  Y   Certified
## 5916       56688.0000         Year                  Y   Certified
## 5917       22941.2500         Year                  Y      Denied
## 5918      137454.8400         Year                  Y   Certified
## 5919         129.6200         Hour                  Y   Certified
## 5920       30135.7200         Year                  Y      Denied
## 5922         978.5011         Hour                  Y   Certified
## 5923       42903.7400         Year                  Y      Denied
## 5924         504.7200         Year                  Y   Certified
## 5925      138314.5200         Year                  Y      Denied
## 5926       81307.9700         Year                  Y   Certified
## 5927        7379.0800         Year                  Y      Denied
## 5928       79642.3900         Year                  Y   Certified
## 5929      112316.9800         Year                  Y   Certified
## 5930       58292.9600         Year                  Y   Certified
## 5932       56172.7200         Year                  Y   Certified
## 5933       48622.8800         Year                  Y   Certified
## 5934       47080.8300         Year                  Y   Certified
## 5935        9736.7300         Year                  Y   Certified
## 5936       78375.8200         Year                  Y   Certified
## 5937       62324.2400         Year                  Y      Denied
## 5939         926.7839         Hour                  Y      Denied
## 5940       80567.0500         Year                  Y   Certified
## 5941       63455.6800         Year                  Y      Denied
## 5942       58057.0000         Year                  Y   Certified
## 5943       31883.0000         Year                  Y   Certified
## 5944       52750.5600         Year                  Y   Certified
## 5949       77160.4300         Year                  Y   Certified
## 5950       66874.4600         Year                  Y      Denied
## 5951       92941.4400         Year                  Y      Denied
## 5952      124760.9200         Year                  Y   Certified
## 5953       25331.1400         Year                  Y      Denied
## 5954       78133.6200         Year                  Y   Certified
## 5955       59562.6900         Year                  Y   Certified
## 5956      172824.9800         Year                  Y   Certified
## 5959       17920.4500         Year                  N   Certified
## 5961         181.3927         Hour                  Y      Denied
## 5962       73431.4400         Year                  Y      Denied
## 5963      101905.7400         Year                  Y   Certified
## 5964        9885.7000         Year                  Y   Certified
## 5965         259.4118         Hour                  Y   Certified
## 5966       49083.9000         Year                  Y   Certified
## 5968       21608.5500         Year                  Y   Certified
## 5969       80985.4300         Year                  Y   Certified
## 5970       15777.4600         Year                  Y      Denied
## 5971      130443.7600         Year                  Y   Certified
## 5972       96126.2100         Year                  Y   Certified
## 5973      124082.6800         Year                  Y      Denied
## 5974      105804.4000         Year                  N   Certified
## 5975      137475.2200         Year                  Y   Certified
## 5976      136159.9800         Year                  Y   Certified
## 5977       72149.0400         Year                  Y      Denied
## 5978       29982.7300         Year                  Y      Denied
## 5979      106851.3800         Year                  Y      Denied
## 5981      142164.3900         Year                  Y   Certified
## 5983      129744.3500         Year                  Y   Certified
## 5984       66392.6700         Year                  Y   Certified
## 5985      116859.6000         Year                  Y      Denied
## 5986      191522.3000         Week                  Y   Certified
## 5987       29425.8500         Year                  Y   Certified
## 5988       85269.3400         Year                  Y   Certified
## 5989      123737.5400         Year                  Y      Denied
## 5991      144447.5700         Year                  Y   Certified
## 5993       38654.3700         Year                  Y      Denied
## 5994       26946.5300         Year                  Y      Denied
## 5995       66665.4400         Week                  Y   Certified
## 5997       43121.2300         Year                  N   Certified
## 5998       69738.0000         Year                  Y   Certified
## 5999      133899.9000         Year                  N   Certified
## 6000       86487.8300         Year                  Y   Certified
## 6001      109817.6600         Year                  Y   Certified
## 6002       72647.0700         Year                  Y   Certified
## 6003       22329.3700         Year                  Y   Certified
## 6004       63057.4500         Year                  Y   Certified
## 6005       95142.8700         Year                  Y   Certified
## 6006       28235.1400         Year                  Y      Denied
## 6008       39170.7800         Year                  Y   Certified
## 6009       97471.6200         Year                  Y   Certified
## 6010       36902.5400         Year                  Y   Certified
## 6011       22392.5100         Year                  Y   Certified
## 6012       11594.9000         Year                  Y   Certified
## 6013       28769.5200         Year                  Y   Certified
## 6014       39186.4300         Year                  Y   Certified
## 6015       91609.3500         Year                  Y   Certified
## 6016       23504.9900         Year                  Y      Denied
## 6017       42988.7200         Year                  Y   Certified
## 6018       66865.9700         Year                  N   Certified
## 6019       22383.4500         Year                  Y      Denied
## 6020      210280.8800         Year                  Y      Denied
## 6021       89574.6600         Year                  Y   Certified
## 6022       36356.9600         Year                  Y   Certified
## 6023       46228.4000         Year                  N   Certified
## 6024       65561.2700         Year                  Y   Certified
## 6026         798.4925         Hour                  Y      Denied
## 6027      114331.5000         Year                  Y   Certified
## 6028       72782.5300         Year                  Y   Certified
## 6030       31972.0800         Year                  Y   Certified
## 6031      132197.8000         Year                  Y   Certified
## 6032      121831.0500         Year                  Y   Certified
## 6033       40712.9800         Year                  N   Certified
## 6034        3776.7100         Year                  Y   Certified
## 6036         113.9600         Year                  Y   Certified
## 6037       86920.4500         Year                  Y   Certified
## 6038      106035.0300         Year                  N   Certified
## 6039       85538.1900         Year                  Y   Certified
## 6040      101497.7200         Year                  Y   Certified
## 6041      207753.2600         Year                  Y   Certified
## 6042       26666.6100         Year                  Y   Certified
## 6043      141132.7200         Year                  N   Certified
## 6044       57112.4000         Year                  Y   Certified
## 6045       39359.6800         Year                  Y   Certified
## 6046      111287.1400         Year                  Y   Certified
## 6047       49391.4500         Year                  Y   Certified
## 6049       63907.0400         Year                  Y      Denied
## 6050      126460.7400         Year                  Y      Denied
## 6051       32322.9000         Year                  Y   Certified
## 6052       31585.3100         Year                  Y   Certified
## 6053      127678.2500         Year                  Y   Certified
## 6056      112406.6100         Year                  N      Denied
## 6058       15258.1800         Year                  Y   Certified
## 6059        5632.2500         Year                  Y   Certified
## 6061       36307.5800         Year                  Y   Certified
## 6062       84763.7700         Year                  Y   Certified
## 6063         177.8352         Hour                  Y   Certified
## 6064       67663.2100         Year                  Y   Certified
## 6066       69399.7100         Year                  Y      Denied
## 6068       43133.7100         Year                  Y      Denied
## 6069      118318.4800         Year                  Y   Certified
## 6070       82751.8200         Year                  Y   Certified
## 6071       36686.0300         Year                  Y   Certified
## 6072       10137.3900         Year                  Y   Certified
## 6073       31318.0600         Year                  Y   Certified
## 6074       85248.5400         Year                  N   Certified
## 6075         231.9380         Hour                  Y      Denied
## 6076       69576.4000         Year                  Y      Denied
## 6077       42061.4100         Year                  Y      Denied
## 6079      112539.5400         Year                  N   Certified
## 6080       44434.8600         Year                  Y      Denied
## 6082       29586.2800         Year                  Y      Denied
## 6083         491.9008         Hour                  Y   Certified
## 6085      141324.7200         Year                  Y   Certified
## 6086       59990.3200         Year                  Y      Denied
## 6087       85091.8900         Year                  Y      Denied
## 6088       71562.8300         Year                  Y      Denied
## 6089      102640.3300         Year                  Y      Denied
## 6090       60579.4600         Year                  Y      Denied
## 6092         672.5571         Hour                  Y   Certified
## 6093       15728.3000         Year                  Y      Denied
## 6094        6251.1300         Year                  Y   Certified
## 6095      133743.6300         Year                  Y   Certified
## 6096       39448.2000         Year                  Y      Denied
## 6097        8092.9700         Year                  Y   Certified
## 6098      109600.1300         Year                  Y   Certified
## 6099      115974.5600         Year                  Y      Denied
## 6100       12503.6600         Year                  Y      Denied
## 6101         249.9158         Hour                  Y      Denied
## 6102      147213.9200         Year                  Y   Certified
## 6104       61180.0600         Year                  Y   Certified
## 6106      120085.7200         Year                  Y   Certified
## 6107       38191.8900         Year                  N   Certified
## 6108       68654.0900         Year                  Y   Certified
## 6109       77179.1000         Year                  Y   Certified
## 6110        6071.6000         Year                  Y      Denied
## 6111       66088.6300         Year                  Y   Certified
## 6112        6665.9600         Year                  Y   Certified
## 6114       97764.7300         Year                  Y   Certified
## 6115       21888.8200         Year                  Y      Denied
## 6116      117626.1800         Year                  Y   Certified
## 6117       92270.5100         Year                  Y   Certified
## 6118       26795.9200         Year                  N   Certified
## 6119       81532.2800         Year                  Y   Certified
## 6121       45703.5000         Year                  Y      Denied
## 6122         373.7218         Hour                  Y      Denied
## 6123      116347.1500         Year                  N      Denied
## 6124      105535.1100         Year                  Y   Certified
## 6125       70297.3800         Year                  Y   Certified
## 6127       21205.7100         Year                  Y      Denied
## 6128       56621.4800         Year                  Y      Denied
## 6129      138170.1800         Year                  N   Certified
## 6131      126269.3400         Year                  Y   Certified
## 6132       25191.7900         Year                  Y   Certified
## 6133       64488.0700         Year                  Y      Denied
## 6134       83735.9300         Year                  Y   Certified
## 6135       82672.6200         Year                  Y      Denied
## 6136       31806.4100         Year                  Y   Certified
## 6138      161136.8400         Year                  N   Certified
## 6139       24067.4600         Year                  Y   Certified
## 6140      122674.7600         Year                  Y   Certified
## 6141      128792.4500         Year                  Y      Denied
## 6142       18149.4100         Year                  Y   Certified
## 6143      111375.1900         Year                  N      Denied
## 6144       25696.8400         Year                  Y   Certified
## 6146       86692.8500         Year                  N      Denied
## 6147       99792.8200         Year                  Y      Denied
## 6148        4777.1500         Year                  Y      Denied
## 6151      115287.2100         Year                  Y      Denied
## 6152       43584.7200         Year                  Y      Denied
## 6153       43999.8200         Year                  Y      Denied
## 6154       96871.7900         Year                  Y   Certified
## 6155       37123.2800         Year                  Y   Certified
## 6156       54488.3100         Year                  Y   Certified
## 6157       12922.4700         Year                  Y   Certified
## 6158       27711.5300         Year                  Y      Denied
## 6161       20647.5400         Year                  Y   Certified
## 6162      122898.1100         Year                  Y   Certified
## 6164       63507.7300         Year                  Y      Denied
## 6165       61573.9800         Year                  Y      Denied
## 6166      121441.2600         Year                  N      Denied
## 6167       27924.9000         Year                  Y   Certified
## 6168      165751.2300         Year                  Y   Certified
## 6169      128335.4400         Year                  N   Certified
## 6170       52293.3600         Year                  Y   Certified
## 6171        9203.4300         Year                  Y   Certified
## 6172        5743.1800         Year                  Y   Certified
## 6173       90037.1600         Year                  Y   Certified
## 6178      147561.9200         Year                  Y   Certified
## 6179       68345.2400         Year                  Y      Denied
## 6181      118945.2700         Year                  Y      Denied
## 6182       20891.8700         Year                  Y   Certified
## 6184       32050.2100         Year                  Y      Denied
## 6186       83273.7800         Year                  Y   Certified
## 6187         418.8264         Hour                  Y   Certified
## 6188      142917.1200         Year                  N      Denied
## 6189         101.2200         Hour                  Y      Denied
## 6190      116383.1000         Year                  Y   Certified
## 6191       49432.4500         Year                  Y      Denied
## 6192       29480.3000         Year                  Y      Denied
## 6193       91818.6200         Year                  Y   Certified
## 6194       60487.5400         Year                  Y      Denied
## 6197       65761.6200         Year                  Y   Certified
## 6198       21385.2400         Year                  Y   Certified
## 6199       56044.9600         Year                  Y      Denied
## 6200       89918.4700         Week                  Y   Certified
## 6202       99812.4300         Year                  Y      Denied
## 6205       92231.7500         Year                  Y   Certified
## 6207       78103.7400         Year                  Y      Denied
## 6209       55136.5400         Year                  N   Certified
## 6210      151277.0400         Year                  Y   Certified
## 6211      102595.2400         Year                  Y   Certified
## 6212      167014.3800         Year                  Y   Certified
## 6213       48569.5100         Year                  Y   Certified
## 6214       83097.4200         Year                  Y   Certified
## 6215       46073.0400         Year                  Y   Certified
## 6216       62707.5200         Year                  Y   Certified
## 6218       84584.4600         Year                  Y   Certified
## 6219       48229.2900         Year                  Y   Certified
## 6220       97561.9700         Year                  Y   Certified
## 6223       95060.4200         Year                  Y      Denied
## 6225       22397.6900         Year                  Y   Certified
## 6226      142302.4700         Year                  Y   Certified
## 6227       41411.1900         Year                  Y   Certified
## 6228      136085.6700         Year                  Y   Certified
## 6229      119266.2200         Year                  Y   Certified
## 6232       60585.6300         Year                  Y   Certified
## 6233      208822.6300         Year                  Y   Certified
## 6234       37305.3900         Year                  Y      Denied
## 6235       51044.9800         Year                  N   Certified
## 6236       53965.3200         Year                  Y      Denied
## 6238       45050.3600         Year                  Y      Denied
## 6239       45240.7600         Year                  Y   Certified
## 6240       33917.0800         Year                  Y      Denied
## 6241       32485.1200         Year                  Y   Certified
## 6242      113828.0300         Year                  Y      Denied
## 6243       87618.4300         Year                  Y   Certified
## 6244       35886.7500         Year                  Y      Denied
## 6245       69750.7400         Year                  Y   Certified
## 6248      197291.4300         Year                  Y      Denied
## 6249         511.4655         Hour                  Y      Denied
## 6251         301.2781         Hour                  Y      Denied
## 6253       63643.4100         Year                  N   Certified
## 6254       98755.6300         Year                  Y   Certified
## 6255       31708.9100         Year                  Y   Certified
## 6256       31411.5600         Year                  Y      Denied
## 6258      110110.2800         Year                  Y   Certified
## 6259      144791.8400         Year                  Y      Denied
## 6261       76214.6200         Year                  Y   Certified
## 6262       93895.4800         Year                  Y      Denied
## 6263      115137.6700         Year                  Y   Certified
## 6264         187.0879         Hour                  Y      Denied
## 6266       11468.3100         Year                  Y   Certified
## 6268       75241.7500         Year                  Y   Certified
## 6269      105507.4000         Year                  Y      Denied
## 6271       81913.5600         Year                  Y   Certified
## 6272       82294.1300         Year                  Y   Certified
## 6273       76838.5100         Year                  N   Certified
## 6274       35337.6300         Year                  Y   Certified
## 6275       80886.4000         Week                  Y   Certified
## 6276         521.7731         Hour                  Y      Denied
## 6277      130175.4700         Year                  Y   Certified
## 6278       49071.8000         Year                  Y      Denied
## 6279       39700.3900         Year                  Y      Denied
## 6280         419.7764         Hour                  Y      Denied
## 6281       14036.3000         Year                  Y   Certified
## 6283         451.5117         Hour                  Y   Certified
## 6285      154549.4700         Year                  Y   Certified
## 6286       73091.3200         Year                  Y      Denied
## 6287      154695.0400         Year                  N   Certified
## 6289       33469.0300         Year                  Y      Denied
## 6291         283.5202         Hour                  Y      Denied
## 6292      113465.3100         Year                  Y   Certified
## 6293       46968.8900         Year                  Y      Denied
## 6294       87424.0700         Year                  Y      Denied
## 6295      105445.2000         Year                  Y      Denied
## 6296       85677.0200         Year                  Y   Certified
## 6297       49416.7100         Year                  Y   Certified
## 6298        4399.4400         Year                  Y   Certified
## 6299       46492.5600         Year                  N   Certified
## 6300       46197.3000         Year                  Y   Certified
## 6301         284.0018         Hour                  Y      Denied
## 6302         434.3963         Hour                  Y      Denied
## 6304      203266.7400         Year                  Y      Denied
## 6306      133774.7200         Year                  Y      Denied
## 6307      141246.0800         Year                  Y   Certified
## 6310       31855.5500         Year                  Y   Certified
## 6311      125422.2800         Year                  Y   Certified
## 6312       48041.5400         Year                  Y   Certified
## 6313       73495.6700         Year                  Y      Denied
## 6314       57749.9000         Year                  Y   Certified
## 6315       73976.4800         Year                  Y      Denied
## 6316        3492.1600         Year                  Y      Denied
## 6317       53144.9600         Year                  Y   Certified
## 6318       90795.2800         Year                  Y      Denied
## 6320       56285.7200         Year                  Y   Certified
## 6321       93561.2100         Year                  Y   Certified
## 6323       74022.9900         Year                  Y      Denied
## 6324       17826.3800         Year                  Y   Certified
## 6326       24625.4800         Year                  Y   Certified
## 6327       68106.1400         Year                  Y   Certified
## 6328       80315.9100         Year                  Y   Certified
## 6330       81617.5700         Week                  Y   Certified
## 6332      112981.7400         Year                  Y   Certified
## 6333      104953.6800         Year                  Y   Certified
## 6335       95530.6700         Year                  Y   Certified
## 6336        2815.8800         Year                  Y   Certified
## 6338       58420.8800         Year                  Y   Certified
## 6339       63992.8700         Year                  Y   Certified
## 6340      167544.3800         Year                  Y      Denied
## 6341         439.0866         Hour                  Y      Denied
## 6342      102972.0100         Year                  Y   Certified
## 6343         743.7198         Hour                  Y      Denied
## 6344       49520.4100         Year                  Y   Certified
## 6345         476.7579         Hour                  Y   Certified
## 6347       73021.5900         Year                  Y   Certified
## 6348       68619.1600         Year                  Y   Certified
## 6349       13858.1100         Year                  Y   Certified
## 6350       19230.9600         Year                  Y   Certified
## 6351       45991.8900         Year                  Y      Denied
## 6352       45798.7500         Year                  Y   Certified
## 6354       38382.9100         Year                  Y      Denied
## 6355      138850.9900         Year                  Y   Certified
## 6356      106097.4000         Year                  Y      Denied
## 6357       96916.9500         Year                  Y   Certified
## 6359      129798.6500         Year                  Y      Denied
## 6360       70097.5300         Year                  Y   Certified
## 6361      117135.2800         Year                  N   Certified
## 6362       75127.4400         Year                  Y   Certified
## 6364      122993.8300         Year                  Y      Denied
## 6365       65589.6700         Year                  Y   Certified
## 6366       16671.6500         Year                  Y   Certified
## 6367       28541.2900         Year                  Y   Certified
## 6370      150999.3300         Year                  Y   Certified
## 6371       37858.4300         Year                  Y   Certified
## 6374      120026.8400         Year                  Y      Denied
## 6375      144469.4700         Year                  Y   Certified
## 6376       45874.0500         Year                  Y   Certified
## 6377       12970.9900         Year                  Y   Certified
## 6378        3532.6500         Year                  Y   Certified
## 6379       80093.7100         Year                  Y   Certified
## 6380       59782.9800         Year                  Y      Denied
## 6381      115400.8200         Year                  Y   Certified
## 6382       65242.2900         Year                  Y   Certified
## 6383         338.5595         Hour                  Y      Denied
## 6385       56816.8600         Year                  Y      Denied
## 6386      134138.7200         Year                  Y   Certified
## 6387       86324.1200         Year                  Y   Certified
## 6388         769.4869         Hour                  Y      Denied
## 6389       86652.3500         Year                  N      Denied
## 6390       65416.4700         Year                  Y   Certified
## 6391      105757.5600         Year                  Y   Certified
## 6392         136.7700         Hour                  Y      Denied
## 6394      165056.0700         Year                  N   Certified
## 6396       67930.7300        Month                  Y   Certified
## 6397      140411.9300         Year                  Y      Denied
## 6399       16891.3500         Year                  Y   Certified
## 6403       17498.4500         Year                  Y   Certified
## 6404        4834.2500         Year                  Y   Certified
## 6405         391.8694         Hour                  Y      Denied
## 6406      112505.4600         Year                  Y   Certified
## 6407      150093.0900         Year                  Y      Denied
## 6408       14276.1900         Year                  Y   Certified
## 6409       97827.7700         Year                  Y   Certified
## 6410       24247.4000         Year                  Y   Certified
## 6411      113108.1600         Year                  Y      Denied
## 6412      121812.2400         Year                  N   Certified
## 6413       80671.3000         Year                  Y   Certified
## 6414        2728.1000         Year                  N      Denied
## 6415       91084.0900         Year                  Y   Certified
## 6418      154145.9700         Year                  N   Certified
## 6419      149197.4300         Year                  N      Denied
## 6422       31292.3200         Year                  Y   Certified
## 6423       63824.1100         Year                  Y   Certified
## 6424      127500.6100         Year                  Y      Denied
## 6426       47647.4100         Year                  Y   Certified
## 6427      215234.0100         Year                  Y   Certified
## 6428      120493.9800         Year                  Y      Denied
## 6429      115032.0200         Year                  Y   Certified
## 6430      121516.3500         Year                  Y   Certified
## 6431      198517.7400         Year                  Y      Denied
## 6432       76688.0400         Year                  Y   Certified
## 6434       48036.9500         Year                  Y      Denied
## 6435       14362.9100         Year                  Y   Certified
## 6436       74349.5200         Year                  Y   Certified
## 6437       88650.6200         Year                  Y      Denied
## 6438      127271.5100         Year                  Y   Certified
## 6439        3232.7200         Year                  Y   Certified
## 6440         103.9700         Hour                  Y      Denied
## 6441       69732.2400         Year                  Y   Certified
## 6442       48440.5600         Year                  Y   Certified
## 6443       22256.2500         Year                  Y   Certified
## 6444         113.6000         Hour                  Y   Certified
## 6445      108182.8000         Week                  Y      Denied
## 6448       69191.5700         Year                  Y      Denied
## 6450      107990.6900         Year                  Y   Certified
## 6451       56263.3700         Year                  Y   Certified
## 6452       37019.6700         Year                  Y   Certified
## 6453       68324.7100         Year                  Y   Certified
## 6454       27439.6300         Year                  Y   Certified
## 6455      101072.1200         Year                  Y   Certified
## 6456       28006.8100         Year                  Y      Denied
## 6457       63481.3100         Year                  Y   Certified
## 6459       34379.2400         Year                  Y      Denied
## 6460       59814.9300         Year                  Y   Certified
## 6461       61384.0500         Year                  Y   Certified
## 6462      116210.8900         Year                  Y   Certified
## 6463       63826.3500         Year                  Y   Certified
## 6464       81684.6900         Year                  Y   Certified
## 6465      158552.7200         Year                  Y   Certified
## 6466       16991.9900         Year                  Y   Certified
## 6469      119471.7600         Year                  Y      Denied
## 6470       52082.4500         Year                  Y      Denied
## 6471       64696.0300         Year                  Y      Denied
## 6472       93375.5000         Year                  Y      Denied
## 6473         146.4800         Hour                  Y      Denied
## 6474      108362.9600         Year                  Y      Denied
## 6475       29716.1200         Year                  Y   Certified
## 6476         817.6200         Year                  Y   Certified
## 6477       39729.3300         Year                  Y      Denied
## 6478       60095.2200         Year                  Y      Denied
## 6479       56122.4500         Year                  Y      Denied
## 6480       51592.1600         Year                  Y      Denied
## 6481       31540.2700         Year                  Y   Certified
## 6482       15082.7600         Year                  Y   Certified
## 6483       81172.1400         Year                  Y   Certified
## 6484      112270.0400         Year                  N   Certified
## 6485       99957.1600         Year                  Y      Denied
## 6486      181611.3000         Year                  Y      Denied
## 6487       29735.1900         Year                  Y   Certified
## 6488       89993.8500         Year                  Y   Certified
## 6489         233.9425         Hour                  Y      Denied
## 6490      130645.3600         Year                  Y   Certified
## 6491       94491.8600         Year                  Y   Certified
## 6494       87073.7200         Year                  Y   Certified
## 6495       58438.9500         Year                  Y   Certified
## 6496       66058.4000         Year                  N   Certified
## 6497      129541.9100         Year                  Y   Certified
## 6498       61396.5000         Year                  Y   Certified
## 6499       14055.1500         Year                  Y   Certified
## 6500       12128.0900         Year                  Y      Denied
## 6501      154224.7100         Year                  Y   Certified
## 6502         459.7524         Hour                  Y   Certified
## 6503      133807.6300         Year                  Y   Certified
## 6505      213069.2700         Year                  Y   Certified
## 6506       26277.0600         Year                  Y   Certified
## 6507       36226.5900         Year                  Y   Certified
## 6508       50998.7100         Year                  Y   Certified
## 6509       36791.4900         Year                  Y   Certified
## 6510       95290.5800         Year                  Y      Denied
## 6511         309.6060         Hour                  Y      Denied
## 6512         698.9440         Hour                  Y   Certified
## 6513       77256.4100         Year                  Y      Denied
## 6514        7478.7700         Year                  Y   Certified
## 6516       96115.9100         Year                  N   Certified
## 6517       70913.9900         Week                  Y   Certified
## 6518       97570.4500         Year                  Y      Denied
## 6520      134045.0300         Year                  N   Certified
## 6523       93549.3600         Year                  Y   Certified
## 6524       71406.2600         Year                  Y      Denied
## 6525      164042.1900         Year                  Y      Denied
## 6526      193745.6800         Year                  N      Denied
## 6528      104510.3700         Year                  Y   Certified
## 6529      125470.0300         Year                  Y   Certified
## 6530       97268.8200         Year                  Y   Certified
## 6531       61126.3300         Year                  N      Denied
## 6532       48584.1000         Year                  Y   Certified
## 6533      109782.9000         Year                  Y   Certified
## 6534       72107.4900         Year                  Y      Denied
## 6535      113851.3200         Year                  Y   Certified
## 6536       41483.5200         Year                  Y   Certified
## 6537       99760.1000         Year                  Y   Certified
## 6538         246.8100         Hour                  Y   Certified
## 6539       63531.4800         Year                  Y   Certified
## 6540         904.6097         Hour                  Y      Denied
## 6541       56822.0900         Year                  Y   Certified
## 6544      116873.3700         Year                  Y   Certified
## 6545       57400.5300         Year                  Y   Certified
## 6546       70814.8200         Year                  Y      Denied
## 6547       91605.3200         Year                  Y      Denied
## 6548      159956.1500         Year                  Y   Certified
## 6549       63414.8100         Year                  Y   Certified
## 6550       85781.6700         Year                  Y   Certified
## 6551       26644.4100         Year                  Y      Denied
## 6552      132503.7700         Year                  Y   Certified
## 6553       20804.1500         Year                  Y   Certified
## 6554         386.4868         Hour                  Y   Certified
## 6556         100.6600         Hour                  Y   Certified
## 6557       97712.1900         Year                  Y   Certified
## 6558         295.2023         Hour                  Y      Denied
## 6560      192092.4400         Year                  Y   Certified
## 6562      123654.6500         Year                  Y   Certified
## 6563         718.0270         Hour                  Y   Certified
## 6564       55541.1700         Year                  Y      Denied
## 6565      198880.7800         Year                  Y      Denied
## 6566       69144.5800         Year                  Y   Certified
## 6568      148337.1600         Year                  Y   Certified
## 6569       56974.2400         Year                  Y   Certified
## 6570       25600.4400         Year                  Y   Certified
## 6571      147235.7600         Year                  Y   Certified
## 6573       77088.4000         Year                  Y   Certified
## 6574       53677.0000         Year                  Y      Denied
## 6575       45497.7300         Year                  Y      Denied
## 6576         645.7499         Hour                  Y      Denied
## 6577      104154.0400         Year                  Y   Certified
## 6578        1369.5600         Year                  Y      Denied
## 6579       41018.5700         Year                  Y   Certified
## 6580      108092.9500         Year                  Y   Certified
## 6581       86712.1200         Year                  Y   Certified
## 6582        2373.0800         Year                  Y   Certified
## 6583       59601.0000         Year                  Y      Denied
## 6584        3805.1600         Year                  Y   Certified
## 6585      137993.5000         Year                  Y      Denied
## 6586       38916.7800         Year                  Y   Certified
## 6588       58941.0400         Year                  Y      Denied
## 6589      136647.1500         Year                  N   Certified
## 6590      122935.3700         Year                  N   Certified
## 6591       58230.3200         Year                  Y   Certified
## 6592       73010.7500         Year                  Y   Certified
## 6593       61046.1500         Year                  Y   Certified
## 6594       80778.5300         Year                  Y   Certified
## 6595       25189.9900         Year                  Y   Certified
## 6596       37890.5900         Year                  Y   Certified
## 6597      125357.2700         Year                  Y   Certified
## 6598      112346.1100         Year                  Y   Certified
## 6599       85984.8200         Year                  Y   Certified
## 6600      201238.3400         Year                  Y   Certified
## 6601        6391.4900         Year                  Y      Denied
## 6602      111692.2100         Year                  Y   Certified
## 6603       50166.7700         Year                  Y      Denied
## 6604       29836.1700         Year                  Y      Denied
## 6605       52627.6300         Year                  Y   Certified
## 6606       89470.3000         Year                  Y   Certified
## 6607      165736.8000         Year                  Y   Certified
## 6608       45762.9500         Year                  Y      Denied
## 6609       49596.0100         Year                  Y   Certified
## 6610      193901.3200         Year                  Y   Certified
## 6612       97435.0000         Year                  Y      Denied
## 6613       53291.3700         Year                  Y   Certified
## 6614       66130.5700         Year                  N   Certified
## 6615         147.7032         Hour                  Y   Certified
## 6617       68035.4700         Year                  Y   Certified
## 6618       66975.8900         Year                  N   Certified
## 6619         301.0897         Hour                  Y   Certified
## 6620      110752.3900         Year                  Y      Denied
## 6621       99019.2100         Year                  Y      Denied
## 6622       99513.3500         Year                  N   Certified
## 6623       40025.5500         Year                  Y      Denied
## 6625      123620.1600         Year                  Y   Certified
## 6627       90391.6400         Year                  Y   Certified
## 6628       17106.7700         Year                  Y      Denied
## 6629       91644.5000         Year                  Y   Certified
## 6630       38437.8500         Year                  Y   Certified
## 6631      111969.2300         Year                  Y   Certified
## 6632       20633.3000         Year                  Y   Certified
## 6633      161837.8400         Year                  Y   Certified
## 6636      152391.7000         Year                  N   Certified
## 6638         179.6437         Hour                  Y   Certified
## 6640       34883.9500         Year                  Y   Certified
## 6641         188.6818         Hour                  Y   Certified
## 6642       76878.2000         Year                  Y      Denied
## 6643       18039.9000         Year                  Y   Certified
## 6644       68392.7500         Year                  Y      Denied
## 6645       95882.2100         Year                  Y      Denied
## 6646       70308.5300         Year                  Y   Certified
## 6647       46590.8700         Year                  Y      Denied
## 6649       11175.9400         Year                  Y      Denied
## 6650      158709.5400         Year                  N      Denied
## 6651         579.2598         Hour                  Y      Denied
## 6652       25365.2400         Year                  Y      Denied
## 6653       43628.1700         Year                  Y   Certified
## 6654        9063.5700         Year                  Y      Denied
## 6655       61983.7600         Year                  Y      Denied
## 6656       31843.0300         Year                  Y   Certified
## 6657       23799.6800         Year                  Y      Denied
## 6658       18254.8200         Year                  Y   Certified
## 6659       99705.4200         Year                  Y   Certified
## 6660       93604.2000         Year                  N   Certified
## 6661       12338.3400         Year                  Y   Certified
## 6662      208640.9300         Year                  Y   Certified
## 6663       73380.7500         Year                  Y      Denied
## 6664      177452.6400         Year                  Y      Denied
## 6665       15417.4000         Year                  Y      Denied
## 6666      111268.5100         Year                  Y      Denied
## 6667       34632.7400         Year                  Y   Certified
## 6668      135251.9700         Year                  Y   Certified
## 6669       57924.5900         Year                  Y   Certified
## 6670       57923.7300         Year                  Y   Certified
## 6671       85611.8000         Year                  Y   Certified
## 6673      132480.3500         Year                  Y      Denied
## 6674      112821.3000         Year                  Y   Certified
## 6675         676.2335         Hour                  Y      Denied
## 6676       92156.8200         Year                  Y   Certified
## 6677      158975.4300         Year                  Y   Certified
## 6679       29133.3100         Year                  Y      Denied
## 6680       79468.7400         Year                  Y      Denied
## 6681      102786.2200         Year                  Y   Certified
## 6682       40865.6600         Year                  Y   Certified
## 6683      142140.4300         Year                  Y   Certified
## 6684      156324.5000         Year                  Y   Certified
## 6685       11492.1200         Year                  Y   Certified
## 6686        6757.1700         Year                  Y   Certified
## 6687      128598.7400         Year                  Y   Certified
## 6688      106047.0900         Year                  Y      Denied
## 6689       83986.7200         Year                  Y   Certified
## 6690        1259.3900         Year                  Y   Certified
## 6692       60318.4600         Year                  Y   Certified
## 6693      123928.0200         Year                  Y      Denied
## 6695      149957.6200         Year                  N      Denied
## 6696       45160.4800         Year                  Y      Denied
## 6698      122424.6000         Year                  Y   Certified
## 6699      150845.9000         Year                  Y   Certified
## 6700       26489.1000         Year                  Y   Certified
## 6701       32151.3300         Year                  N   Certified
## 6702      134399.6400         Year                  Y      Denied
## 6703       29895.0500         Year                  Y   Certified
## 6704      150293.3400         Year                  Y   Certified
## 6705      157163.1000         Year                  Y   Certified
## 6706       78785.7600         Year                  Y   Certified
## 6707      119380.6200         Year                  Y   Certified
## 6708       80272.8600         Year                  Y   Certified
## 6709       88765.4400         Year                  Y   Certified
## 6710       83353.6000         Year                  Y      Denied
## 6711       49831.8500         Year                  Y   Certified
## 6712       72398.4200         Year                  Y      Denied
## 6714      123756.6000         Year                  Y   Certified
## 6715      130781.1300         Year                  N   Certified
## 6716       70770.3200         Year                  Y   Certified
## 6717       49787.7900         Year                  Y   Certified
## 6718      101364.9000         Year                  N   Certified
## 6719       51088.6900         Year                  Y      Denied
## 6722       62903.3400         Year                  Y   Certified
## 6724       98807.3000         Week                  Y   Certified
## 6725       69629.3200         Year                  Y      Denied
## 6726      116057.6200         Year                  N   Certified
## 6727       72125.4600         Year                  Y   Certified
## 6730       64826.4900         Year                  Y   Certified
## 6731      117845.4400         Year                  Y   Certified
## 6732       75505.5500         Year                  Y   Certified
## 6733       17498.1100         Year                  Y   Certified
## 6734        9321.2200         Year                  Y   Certified
## 6735       71333.2300         Year                  Y      Denied
## 6736      141351.2600         Year                  N   Certified
## 6738       63055.4400         Year                  Y   Certified
## 6739      126921.3400         Year                  Y   Certified
## 6741      112536.2500         Year                  N   Certified
## 6742       88872.1200         Year                  Y   Certified
## 6743      108129.4100         Year                  Y   Certified
## 6744       74520.0600         Year                  Y   Certified
## 6745       95072.9500         Year                  Y   Certified
## 6746      154111.1500         Year                  Y   Certified
## 6747       24412.5800         Year                  Y   Certified
## 6748       49723.8300         Year                  Y   Certified
## 6749      198562.6200         Year                  Y   Certified
## 6752       48782.4600         Year                  Y   Certified
## 6753      133746.9600         Year                  Y   Certified
## 6754         855.4066         Hour                  Y   Certified
## 6755      121085.4700         Year                  Y   Certified
## 6756         843.0144         Hour                  Y   Certified
## 6757      106255.7400         Year                  Y   Certified
## 6758       86975.7000         Year                  Y   Certified
## 6759       44130.7700         Year                  N   Certified
## 6761        5998.0400         Year                  Y      Denied
## 6765      215192.3500         Year                  Y   Certified
## 6766      149869.8500         Year                  Y      Denied
## 6768        2033.8000         Year                  Y   Certified
## 6769         147.3200         Hour                  Y      Denied
## 6770      121584.6000         Year                  Y   Certified
## 6771          46.5932         Hour                  Y      Denied
## 6773      120289.9100         Week                  Y   Certified
## 6774       86628.0600         Year                  Y   Certified
## 6776       15626.6100         Year                  Y   Certified
## 6778      187279.2900         Year                  N      Denied
## 6779         115.1200         Hour                  Y      Denied
## 6780       55087.2400         Year                  Y      Denied
## 6781       22556.1000         Year                  Y   Certified
## 6783      101799.3900         Year                  Y   Certified
## 6784       57814.3800         Year                  Y   Certified
## 6787      118923.5100         Year                  Y   Certified
## 6788       65724.2500         Year                  Y   Certified
## 6789       19628.2400         Year                  Y   Certified
## 6790       63677.3800         Year                  Y   Certified
## 6791       14207.9200         Year                  Y   Certified
## 6792       28580.3900         Year                  Y   Certified
## 6794       89640.2800         Year                  Y   Certified
## 6795       61121.2600         Year                  Y   Certified
## 6796        8450.0200         Year                  Y   Certified
## 6797      109938.8700         Year                  Y   Certified
## 6798         120.5600         Hour                  Y      Denied
## 6799      136851.7400         Year                  Y   Certified
## 6801       57978.5000         Year                  Y   Certified
## 6802       56098.5800         Year                  Y   Certified
## 6803       73213.8600         Year                  Y   Certified
## 6804       67202.9500         Year                  Y   Certified
## 6805       14748.0900         Year                  Y   Certified
## 6806       57116.9000         Year                  N   Certified
## 6807      162354.7000         Year                  N   Certified
## 6808      125498.7000         Year                  Y      Denied
## 6809       18952.5800         Year                  Y   Certified
## 6810       15079.4200         Year                  Y   Certified
## 6812       16452.1200         Year                  Y   Certified
## 6813       78053.3300         Year                  Y   Certified
## 6816      138479.3800         Year                  Y   Certified
## 6817       93456.1900         Year                  Y      Denied
## 6818      115988.6700         Year                  Y      Denied
## 6819       98156.9300         Year                  Y   Certified
## 6820       61816.8500         Year                  Y   Certified
## 6821       93930.2500         Year                  Y   Certified
## 6822      123963.2200         Year                  Y      Denied
## 6823      107534.1600         Year                  Y   Certified
## 6824       33529.4100         Year                  Y   Certified
## 6825      145836.5600         Year                  Y      Denied
## 6826         445.7888         Hour                  Y   Certified
## 6827       18998.7300         Year                  Y   Certified
## 6830       73317.2100         Year                  Y   Certified
## 6831      102403.5600         Year                  Y      Denied
## 6832       73539.2900         Year                  Y   Certified
## 6834      117485.6500         Week                  Y      Denied
## 6835       25666.2000         Year                  Y   Certified
## 6836       87473.6000         Week                  Y   Certified
## 6837       44593.8600         Year                  Y      Denied
## 6838      106592.0600         Year                  N   Certified
## 6839      113137.6900         Year                  Y   Certified
## 6840      128150.2500         Year                  Y   Certified
## 6841       72313.3800         Year                  Y   Certified
## 6842      124709.1900         Year                  Y   Certified
## 6844       27744.6000         Year                  Y   Certified
## 6845       57865.5900         Year                  Y   Certified
## 6846       56825.4600         Year                  Y   Certified
## 6847         961.1867         Hour                  Y      Denied
## 6848      111339.6900         Year                  Y   Certified
## 6849      111878.9400         Year                  Y   Certified
## 6850       39505.5500         Week                  Y   Certified
## 6852      102942.5400         Year                  Y   Certified
## 6853       93340.5400         Year                  N   Certified
## 6854       38764.0700         Year                  Y      Denied
## 6855       41649.3600         Year                  Y   Certified
## 6856         207.1837         Hour                  Y      Denied
## 6858        3206.2800         Year                  Y   Certified
## 6860         153.4356         Hour                  Y      Denied
## 6861       44534.7300         Year                  Y      Denied
## 6863      150980.6500         Year                  Y   Certified
## 6864       84662.3600         Year                  Y   Certified
## 6865       58895.9300         Year                  Y   Certified
## 6866       43281.3600         Year                  Y   Certified
## 6867       21303.2600         Year                  Y   Certified
## 6869       70573.4300         Year                  N   Certified
## 6870       56812.4800         Year                  Y   Certified
## 6872      105223.1700         Year                  Y   Certified
## 6876       88558.5300         Year                  Y      Denied
## 6877       27257.5400         Year                  Y   Certified
## 6879       38431.1900         Year                  Y      Denied
## 6880       47955.6300         Year                  Y   Certified
## 6882       29739.5200         Year                  Y   Certified
## 6883      104672.3700         Year                  Y      Denied
## 6884       56347.5600         Year                  Y      Denied
## 6886       85113.8500         Year                  Y   Certified
## 6887      135200.0200         Week                  Y   Certified
## 6889       11575.4800         Year                  Y   Certified
## 6890       96962.7900         Year                  Y      Denied
## 6892       66386.7800         Year                  Y   Certified
## 6893       56461.1100         Year                  Y   Certified
## 6894       85257.8500         Year                  N   Certified
## 6895       64859.1500         Year                  Y   Certified
## 6896       70145.4200         Year                  Y   Certified
## 6897       48633.6500         Year                  Y   Certified
## 6899       15129.4300         Year                  Y   Certified
## 6900       94763.1500         Year                  Y      Denied
## 6901       57521.3400         Year                  Y      Denied
## 6902      100988.5100         Year                  N   Certified
## 6904       79352.4600         Year                  Y   Certified
## 6905      110082.9100         Year                  Y   Certified
## 6906       24291.5000         Year                  Y      Denied
## 6907       70420.6800         Year                  Y   Certified
## 6908      109641.6000         Year                  Y   Certified
## 6911       30220.2300         Year                  Y      Denied
## 6912       39445.9500         Year                  Y   Certified
## 6913       74890.8100         Year                  Y   Certified
## 6914       60948.1500         Year                  Y   Certified
## 6915       29887.3000         Year                  Y   Certified
## 6916      183053.9300         Year                  Y      Denied
## 6917      116941.0200         Year                  N      Denied
## 6918       46998.6800         Year                  Y   Certified
## 6919       31298.6100         Year                  Y      Denied
## 6920       96142.6600         Year                  Y   Certified
## 6922      100800.0100         Year                  N   Certified
## 6923       83232.1700         Year                  Y   Certified
## 6925       34766.2500         Year                  Y   Certified
## 6926       91335.0800         Year                  Y   Certified
## 6927      113753.5900         Year                  Y   Certified
## 6928       82468.8600         Year                  Y      Denied
## 6929         517.2710         Hour                  Y   Certified
## 6930       68941.1000         Year                  Y   Certified
## 6931      103959.1300         Year                  Y   Certified
## 6932       88684.8700         Year                  Y   Certified
## 6935      125954.2100         Year                  Y   Certified
## 6936       26119.6000         Year                  Y      Denied
## 6937      104011.5200         Year                  Y   Certified
## 6938       59128.2800         Year                  Y   Certified
## 6939      113749.6300         Week                  Y   Certified
## 6940       63996.0500         Year                  Y   Certified
## 6941       80151.7100         Year                  N   Certified
## 6942      102772.7700         Year                  Y   Certified
## 6943       76176.1700         Year                  N      Denied
## 6945      182593.1500         Year                  N   Certified
## 6948         490.1568         Hour                  Y      Denied
## 6949        6942.4000         Year                  Y   Certified
## 6950       72974.5800         Year                  Y   Certified
## 6951       75617.3900         Year                  Y   Certified
## 6952      129704.9500         Year                  Y   Certified
## 6953       22684.1300         Year                  Y   Certified
## 6954       49829.9600         Year                  Y      Denied
## 6956       44919.8600         Year                  Y   Certified
## 6957         104.7700         Hour                  Y      Denied
## 6958       56574.4100         Year                  Y   Certified
## 6960       89820.6000         Year                  Y   Certified
## 6961       70223.3600         Year                  Y   Certified
## 6963       85910.3300         Year                  Y      Denied
## 6964       81611.8900         Year                  Y   Certified
## 6965       58322.0900         Year                  Y   Certified
## 6966       57231.0300         Year                  Y      Denied
## 6967       62878.7800         Year                  Y   Certified
## 6968       81573.3600         Year                  Y      Denied
## 6970       60190.7300         Year                  Y   Certified
## 6971      122293.1900         Year                  Y   Certified
## 6972      106075.9600         Year                  Y   Certified
## 6973       86310.5700         Year                  Y      Denied
## 6974       51551.2200         Year                  Y      Denied
## 6975       44321.7600         Year                  N      Denied
## 6977        5163.6700         Year                  Y   Certified
## 6979       50132.3800         Year                  Y   Certified
## 6981       19194.7900         Year                  Y      Denied
## 6982        4502.9800         Year                  Y   Certified
## 6983      115047.0700         Year                  Y   Certified
## 6984      122239.8800         Week                  Y   Certified
## 6985       61055.7600         Year                  Y   Certified
## 6986      111075.9700         Year                  Y   Certified
## 6991      100240.4200         Year                  N      Denied
## 6992      150218.4600         Year                  N   Certified
## 6993      104484.7500         Year                  Y   Certified
## 6994        4144.8200         Year                  Y   Certified
## 6996       54293.2900         Year                  Y   Certified
## 6997      113548.2100         Year                  Y   Certified
## 6999      121336.8800         Year                  Y   Certified
## 7000         386.1515         Hour                  Y      Denied
## 7001       43866.4000         Year                  Y      Denied
## 7002      149824.6800         Year                  Y   Certified
## 7003       81046.0700         Year                  Y      Denied
## 7004      113687.6100         Year                  Y   Certified
## 7005      114008.1300         Year                  Y      Denied
## 7006      147042.7500         Year                  Y   Certified
## 7008          30.6131         Hour                  Y      Denied
## 7009       60142.3000         Year                  N      Denied
## 7010       51142.1400         Year                  Y   Certified
## 7012       75313.7700         Year                  N      Denied
## 7015       12567.8500         Year                  Y      Denied
## 7017      133816.7600         Year                  N   Certified
## 7018       11877.3100         Year                  Y      Denied
## 7019       29538.1500         Year                  Y   Certified
## 7020         225.4865         Hour                  Y   Certified
## 7023       13148.4000         Year                  Y      Denied
## 7024       21545.3700         Year                  Y      Denied
## 7025       40732.5400         Year                  Y      Denied
## 7026       74315.4100         Year                  Y      Denied
## 7027      121474.9700         Year                  Y   Certified
## 7028      117783.7800         Year                  Y      Denied
## 7029      100702.8900         Year                  Y      Denied
## 7030      100173.9300         Year                  Y   Certified
## 7031         158.4000         Hour                  Y      Denied
## 7032       85739.8500         Year                  Y   Certified
## 7033       82929.5600         Year                  Y   Certified
## 7034         756.9234         Hour                  Y   Certified
## 7035       44688.3700         Year                  Y      Denied
## 7036       43586.5000         Year                  Y      Denied
## 7037       80035.6900         Year                  Y   Certified
## 7038       57331.3600         Year                  Y   Certified
## 7039      150580.2800         Year                  N   Certified
## 7040       16933.1000         Year                  Y   Certified
## 7041       27241.1800         Year                  Y      Denied
## 7042         145.7200         Hour                  Y   Certified
## 7043       12774.1400         Year                  Y      Denied
## 7044       33722.9400         Year                  Y      Denied
## 7045       75902.1000         Year                  Y   Certified
## 7046       80383.5500         Year                  Y      Denied
## 7047       18965.1200         Year                  Y   Certified
## 7048       81614.2500         Year                  Y   Certified
## 7049       58701.7600         Year                  N   Certified
## 7050      155538.8100         Year                  N   Certified
## 7052         459.6712         Hour                  Y   Certified
## 7054      128404.6000         Year                  Y   Certified
## 7055       54159.4300         Year                  N   Certified
## 7057      154682.5300         Year                  N   Certified
## 7058       58657.3600         Year                  Y   Certified
## 7059      150178.1500         Year                  Y   Certified
## 7060       35949.4500         Year                  Y      Denied
## 7061       81971.3400         Year                  Y   Certified
## 7062       37316.4700         Year                  N   Certified
## 7063       86795.5300         Year                  Y   Certified
## 7064       56716.2900         Year                  Y   Certified
## 7065      115195.7600         Year                  Y   Certified
## 7066       89517.7100         Year                  Y   Certified
## 7067          11.8704         Hour                  Y      Denied
## 7068       81977.3000         Year                  Y   Certified
## 7069      101205.1600         Year                  Y      Denied
## 7070       95783.5800         Year                  Y   Certified
## 7071       65132.8500         Year                  Y   Certified
## 7072       73724.8000         Year                  Y      Denied
## 7073       51284.8400         Year                  Y      Denied
## 7074       25999.0000         Year                  Y   Certified
## 7075       78187.1800         Year                  Y   Certified
## 7077         718.6797         Hour                  Y   Certified
## 7078       21099.2200         Year                  Y      Denied
## 7079      177596.1300         Year                  N      Denied
## 7081       13582.8800         Year                  Y   Certified
## 7082      104718.0900         Year                  Y   Certified
## 7083       32740.4300         Year                  Y   Certified
## 7084       77321.2200         Year                  Y      Denied
## 7085          95.7322         Hour                  Y   Certified
## 7086      199655.6300         Year                  Y   Certified
## 7088       83268.5100         Year                  Y   Certified
## 7089      124435.4700         Week                  Y   Certified
## 7091      112107.8000         Year                  Y   Certified
## 7092        4291.2800         Year                  Y      Denied
## 7093       45823.7300         Year                  Y   Certified
## 7094       10277.3000         Year                  Y   Certified
## 7096       86267.3000         Year                  Y   Certified
## 7097       78014.3500         Year                  Y      Denied
## 7099       96445.5800         Year                  Y   Certified
## 7100      112592.5500         Year                  Y   Certified
## 7101      120298.6800         Year                  Y      Denied
## 7102       69148.4900         Year                  Y   Certified
## 7103      113675.8400         Year                  Y   Certified
## 7104       86205.7300         Year                  Y      Denied
## 7105      135252.3100         Year                  Y   Certified
## 7107       55895.4900         Year                  Y      Denied
## 7108         505.8025         Hour                  Y   Certified
## 7109       58313.5800         Year                  Y   Certified
## 7110         121.1100         Hour                  Y   Certified
## 7111       74811.3500         Year                  N   Certified
## 7112       77472.1400         Year                  Y   Certified
## 7115        2216.3200         Year                  Y   Certified
## 7118       69426.0400         Year                  Y      Denied
## 7119      140202.0400         Year                  Y   Certified
## 7120       20169.9000         Year                  Y      Denied
## 7121      113658.6900         Year                  Y   Certified
## 7122       46047.5000         Year                  Y   Certified
## 7123      113469.0400         Year                  N   Certified
## 7124      105831.0500         Year                  N      Denied
## 7125       59194.8700         Year                  Y   Certified
## 7126       45368.8500         Year                  Y      Denied
## 7128          69.6449         Hour                  Y   Certified
## 7129      143793.9900         Year                  Y   Certified
## 7130       73095.1000         Year                  Y   Certified
## 7131      103819.7000         Year                  Y      Denied
## 7132       60708.2600         Year                  N   Certified
## 7133       84376.2000         Year                  Y   Certified
## 7135       95424.1300         Year                  Y   Certified
## 7136      102284.9000         Year                  Y   Certified
## 7137         814.0594         Hour                  Y   Certified
## 7139      115205.0700         Year                  N   Certified
## 7140      118999.7800         Year                  Y      Denied
## 7141       86942.6700         Year                  Y   Certified
## 7143       67911.5900         Year                  Y      Denied
## 7144      100581.3400         Year                  Y      Denied
## 7145      112538.4300         Year                  N   Certified
## 7146          57.9863         Hour                  Y   Certified
## 7148      108691.9300         Year                  Y   Certified
## 7149      102680.8000         Year                  Y   Certified
## 7152      143886.0200         Year                  Y   Certified
## 7153         615.3414         Hour                  Y      Denied
## 7154       16025.3600         Year                  Y   Certified
## 7155       57638.3600         Year                  Y   Certified
## 7157        8575.2300         Year                  Y   Certified
## 7158      108017.9900         Year                  Y   Certified
## 7160      139666.1500         Year                  Y      Denied
## 7161       95509.3400         Year                  Y   Certified
## 7162      153485.1200         Year                  Y      Denied
## 7163      128758.3900         Year                  Y   Certified
## 7164       78239.0300         Year                  Y      Denied
## 7165         463.3112         Hour                  Y   Certified
## 7166      145074.6700         Year                  Y   Certified
## 7167       90522.6200         Year                  Y   Certified
## 7168      104652.7500         Year                  Y      Denied
## 7170       92411.3500         Year                  Y   Certified
## 7171       44126.9100         Year                  Y      Denied
## 7172       72352.3400         Year                  Y   Certified
## 7173       93560.1200         Year                  Y   Certified
## 7174       54955.7200         Year                  Y   Certified
## 7175      152011.5500         Year                  Y   Certified
## 7176       65985.9000         Year                  Y   Certified
## 7177         523.6527         Hour                  Y      Denied
## 7178       24276.7700         Year                  Y   Certified
## 7179         399.4489         Hour                  Y   Certified
## 7180       24022.8700         Year                  Y   Certified
## 7182      131792.9900         Year                  Y      Denied
## 7183      117109.7500         Year                  Y   Certified
## 7184       87111.6100         Year                  Y   Certified
## 7187      118042.2000         Year                  Y   Certified
## 7188      144755.6000         Year                  Y   Certified
## 7189      159772.0200         Year                  Y   Certified
## 7190       42608.5000         Year                  Y   Certified
## 7191       63326.9900         Year                  Y   Certified
## 7192      115517.7200         Year                  N   Certified
## 7193       28813.9700        Month                  Y   Certified
## 7194       82130.0700         Year                  Y   Certified
## 7195       64897.0300         Year                  Y      Denied
## 7196       30705.8500         Year                  Y      Denied
## 7197       31145.4000         Year                  N   Certified
## 7198      111290.0700         Year                  Y   Certified
## 7200      128600.8700         Year                  Y      Denied
## 7201       55841.9800         Year                  Y      Denied
## 7202       27826.1300         Year                  Y   Certified
## 7203       57615.0900         Year                  Y      Denied
## 7204       74848.0200         Week                  Y      Denied
## 7205      167375.0900         Year                  N   Certified
## 7206      110675.5200         Year                  Y      Denied
## 7208      106409.8200         Year                  Y   Certified
## 7209      196282.0200         Year                  Y   Certified
## 7210      174657.0700         Year                  Y   Certified
## 7211       49817.2100         Year                  Y      Denied
## 7212       77171.7500         Year                  Y   Certified
## 7214       20136.5200         Year                  Y   Certified
## 7215       74957.1400         Year                  Y   Certified
## 7216         680.9274         Hour                  Y      Denied
## 7217       99514.5000         Year                  Y   Certified
## 7218       81180.7300         Year                  Y   Certified
## 7219       10200.7900         Year                  Y   Certified
## 7220      111985.4600         Week                  Y   Certified
## 7221       54033.4000         Year                  Y   Certified
## 7223       99942.7900         Year                  Y   Certified
## 7224       38907.1300         Year                  Y   Certified
## 7225      141435.9500         Year                  Y   Certified
## 7226       22217.7700         Year                  Y   Certified
## 7230       45205.1500         Year                  Y      Denied
## 7231      118802.0800         Year                  Y      Denied
## 7232      101734.3900         Year                  Y   Certified
## 7233       69739.0700         Year                  Y   Certified
## 7234      132996.8900         Year                  Y   Certified
## 7236      128008.3000         Year                  Y   Certified
## 7237       17039.4400         Year                  Y   Certified
## 7238       78524.3300         Year                  Y   Certified
## 7239      143129.1000         Year                  Y   Certified
## 7240      142934.1800         Year                  N   Certified
## 7242       90925.9200         Year                  Y   Certified
## 7243       95806.2200         Year                  N   Certified
## 7244         705.3218         Hour                  Y      Denied
## 7245       89894.4700         Year                  N   Certified
## 7246       72615.1700         Year                  Y      Denied
## 7247        7034.1400         Year                  Y      Denied
## 7249         986.5337         Hour                  Y   Certified
## 7250      120461.9900         Year                  Y   Certified
## 7251       72873.8900         Year                  Y   Certified
## 7253      127892.9600         Year                  Y   Certified
## 7254       60764.8600         Year                  Y      Denied
## 7255      160556.2000         Year                  Y      Denied
## 7257       23565.4300         Year                  Y   Certified
## 7258      118126.0800         Year                  Y   Certified
## 7259      131309.0800         Year                  N      Denied
## 7261       81054.8500         Year                  N   Certified
## 7262       44899.2400         Year                  Y   Certified
## 7263       32125.1200         Year                  Y      Denied
## 7264      139413.4600         Year                  Y      Denied
## 7265      110763.3400         Year                  N   Certified
## 7266       60950.0700         Year                  Y      Denied
## 7267       70343.7100         Year                  Y      Denied
## 7268       51160.9300         Year                  N   Certified
## 7269       53770.0000         Year                  Y   Certified
## 7270         204.6484         Hour                  Y   Certified
## 7273       19470.2300         Year                  Y   Certified
## 7275       61119.4700         Year                  N   Certified
## 7278       85842.6200         Year                  Y   Certified
## 7279         574.5500         Year                  Y   Certified
## 7280        5561.4100         Year                  N      Denied
## 7281      180066.4400         Year                  Y   Certified
## 7282       58488.5000         Year                  Y      Denied
## 7283       54808.9000         Year                  Y   Certified
## 7284       86475.8600         Year                  Y   Certified
## 7286      108401.6600         Year                  Y   Certified
## 7287       36504.7000         Year                  Y      Denied
## 7288       85015.6500         Year                  N   Certified
## 7289         228.6246         Hour                  Y      Denied
## 7292      143572.6200         Year                  Y      Denied
## 7293       53318.5700         Year                  Y   Certified
## 7294      100353.5600         Year                  Y   Certified
## 7295      116908.8500         Year                  Y   Certified
## 7296      153115.7300         Year                  Y   Certified
## 7298         250.7276         Hour                  Y      Denied
## 7300       96764.9100         Year                  Y      Denied
## 7302       53718.4100         Year                  N   Certified
## 7303       47862.7600         Year                  Y   Certified
## 7304       23734.7500         Year                  Y   Certified
## 7305       72112.7400         Year                  Y   Certified
## 7306       64776.2300         Year                  Y      Denied
## 7307        1222.9100         Year                  Y   Certified
## 7309      123330.2000         Year                  Y   Certified
## 7310       37769.8700         Year                  Y   Certified
## 7311         352.4315         Hour                  Y   Certified
## 7312        6890.1800         Year                  Y   Certified
## 7315       91969.5600         Year                  Y      Denied
## 7316      109467.0900         Year                  Y   Certified
## 7317       96289.7200         Year                  Y   Certified
## 7318      140961.1300         Year                  Y   Certified
## 7319      115005.6100         Year                  Y   Certified
## 7320       85671.0400         Year                  Y      Denied
## 7323      105327.3900         Year                  Y   Certified
## 7324      122051.0400         Year                  Y   Certified
## 7325       47428.5800         Year                  Y   Certified
## 7327      157777.8900         Year                  Y   Certified
## 7328       28716.3500         Year                  Y   Certified
## 7329      117617.9500         Year                  Y      Denied
## 7330       99965.1800         Year                  Y   Certified
## 7331      100345.7200         Year                  N   Certified
## 7332      117316.6400         Year                  Y   Certified
## 7333       11641.4000         Year                  Y   Certified
## 7334      156366.1000         Year                  Y   Certified
## 7335      117117.2100         Year                  Y   Certified
## 7336      114774.5800         Year                  Y      Denied
## 7337       53884.0300         Year                  Y   Certified
## 7338       79713.9900         Year                  Y   Certified
## 7339      114646.6900         Year                  Y   Certified
## 7340       47102.6400         Year                  Y   Certified
## 7341      195534.1800         Year                  Y      Denied
## 7342       16800.9800         Year                  Y   Certified
## 7344      126744.9600         Year                  Y      Denied
## 7345       80917.1000         Year                  Y      Denied
## 7347       12786.1300         Year                  Y   Certified
## 7349       50777.1400         Year                  Y   Certified
## 7350       14549.1200         Year                  Y   Certified
## 7351         452.0370         Hour                  Y      Denied
## 7352      100807.3800         Year                  Y   Certified
## 7353          38.4261         Hour                  Y      Denied
## 7354       91675.7500         Year                  Y      Denied
## 7355       74753.3300         Year                  Y   Certified
## 7356       34601.8800         Year                  Y   Certified
## 7357      164447.0200         Year                  Y      Denied
## 7358      110466.8500         Year                  N   Certified
## 7360       78476.8300         Year                  Y   Certified
## 7361       59087.2700         Year                  Y   Certified
## 7362      115472.0700         Year                  Y   Certified
## 7363       85850.9800         Year                  Y   Certified
## 7364       70194.2600         Year                  Y   Certified
## 7365       51212.0700         Year                  Y   Certified
## 7366      110450.4700         Year                  Y      Denied
## 7367      110364.0000         Year                  Y   Certified
## 7369       31168.4100         Year                  Y   Certified
## 7370       70191.5200         Year                  Y   Certified
## 7373      140986.2800         Year                  Y   Certified
## 7374       58972.1800         Year                  Y   Certified
## 7376      216445.8200         Year                  Y   Certified
## 7377       48597.7500         Year                  Y      Denied
## 7378      140561.5600         Year                  N   Certified
## 7379       37844.5900         Year                  Y      Denied
## 7381       68700.7400         Year                  Y   Certified
## 7382       33336.0300         Year                  Y   Certified
## 7383       72036.8000         Year                  Y   Certified
## 7384      215399.9900         Year                  N      Denied
## 7385      110665.9400         Year                  Y   Certified
## 7386       39935.8500         Year                  Y   Certified
## 7387       89536.0000         Year                  Y   Certified
## 7388       43406.7900         Year                  Y   Certified
## 7389      114270.3000         Year                  Y   Certified
## 7390       83706.5300         Year                  Y   Certified
## 7393       63253.4400         Year                  Y   Certified
## 7394      163013.5900         Year                  Y   Certified
## 7395      129585.9800         Year                  Y   Certified
## 7396       64533.8100         Year                  Y   Certified
## 7397       13274.3300         Year                  Y   Certified
## 7398        9659.5200         Year                  Y   Certified
## 7399         117.4200         Hour                  Y   Certified
## 7401       60662.2100         Year                  Y   Certified
## 7402       83502.6600         Year                  Y   Certified
## 7403      157430.6100         Year                  Y   Certified
## 7404       44077.4600         Year                  Y      Denied
## 7405       54889.5300         Year                  Y   Certified
## 7406       41589.6900         Year                  Y      Denied
## 7407       91225.1900         Year                  Y   Certified
## 7408       49711.3000         Year                  N   Certified
## 7409       89075.7500         Year                  Y   Certified
## 7410       32429.6700         Year                  Y   Certified
## 7411          68.5833         Hour                  Y      Denied
## 7412      140896.1000         Year                  Y      Denied
## 7413       18350.8100         Year                  N   Certified
## 7414       71363.0300         Year                  Y   Certified
## 7415      115802.8800         Year                  Y   Certified
## 7416       44022.4800         Year                  N   Certified
## 7417         401.5855         Hour                  Y      Denied
## 7418        6045.6600         Year                  Y   Certified
## 7419       35171.4800         Year                  Y      Denied
## 7420       83243.6500         Year                  Y   Certified
## 7421        3396.4100         Year                  Y      Denied
## 7422       58253.1100         Year                  Y   Certified
## 7423      131304.2900         Year                  Y      Denied
## 7424       88514.1300         Year                  Y      Denied
## 7426      123597.5900         Year                  Y      Denied
## 7427      163587.9200         Year                  Y   Certified
## 7429       54538.9000         Year                  Y   Certified
## 7432       78726.1700         Year                  Y   Certified
## 7434      146760.9800         Year                  Y   Certified
## 7435       51617.2500         Year                  Y   Certified
## 7436      100756.7200         Year                  Y      Denied
## 7437         328.9246         Hour                  Y      Denied
## 7438       22403.5700         Year                  Y   Certified
## 7439       41415.3600         Year                  Y      Denied
## 7440       35573.2700         Year                  Y   Certified
## 7441       47822.2200         Year                  Y   Certified
## 7443       15284.2300         Year                  Y   Certified
## 7445       50246.6300         Year                  Y      Denied
## 7446        6579.3300         Year                  Y      Denied
## 7449       41743.9500         Year                  Y      Denied
## 7451      105562.3500         Year                  Y      Denied
## 7452      135104.5000         Year                  Y   Certified
## 7453       76269.2700         Year                  Y      Denied
## 7454      101797.5300         Year                  Y      Denied
## 7456       54095.2800         Year                  Y   Certified
## 7457       82887.7800         Year                  Y   Certified
## 7458      110855.6200         Year                  Y      Denied
## 7461       59639.5400         Year                  Y   Certified
## 7462       69222.4500         Year                  Y   Certified
## 7463       61562.8500         Year                  Y      Denied
## 7464       63208.7600         Year                  Y   Certified
## 7465       76638.7200         Year                  Y      Denied
## 7466       64640.1100         Year                  Y   Certified
## 7468       58332.4800         Year                  Y   Certified
## 7471        6897.9400         Year                  Y   Certified
## 7474         260.6671         Hour                  Y   Certified
## 7476      139144.0500         Year                  Y   Certified
## 7477      126622.4700         Year                  Y   Certified
## 7478       38550.6400         Year                  Y   Certified
## 7479       75843.6400         Year                  Y   Certified
## 7480      106782.9700         Year                  Y   Certified
## 7482       31374.8800         Year                  Y   Certified
## 7484       75476.8700         Year                  Y   Certified
## 7486      128852.6100         Year                  Y   Certified
## 7487      104060.5800         Year                  Y   Certified
## 7488      123417.8700         Year                  Y   Certified
## 7489       50758.4100         Year                  Y   Certified
## 7491      118009.2500         Year                  N   Certified
## 7493       98967.1600         Year                  Y   Certified
## 7494       75922.0800         Year                  N   Certified
## 7495      130318.3000         Year                  N   Certified
## 7499        5273.6300         Year                  N   Certified
## 7500        3025.5600         Year                  Y   Certified
## 7501       76814.4800         Year                  Y   Certified
## 7504         301.6979         Hour                  Y   Certified
## 7505       47190.9700         Year                  Y      Denied
## 7506        2183.2300         Week                  Y   Certified
## 7507       94152.5000         Year                  Y   Certified
## 7508       18551.0000         Year                  Y      Denied
## 7509       35968.5600         Year                  Y   Certified
## 7510      112156.3400         Year                  Y   Certified
## 7512       73964.5300         Year                  Y   Certified
## 7513        9113.9200         Year                  Y   Certified
## 7514       45382.2400         Year                  Y   Certified
## 7516       23930.8000         Year                  Y      Denied
## 7517      109193.6300         Year                  Y   Certified
## 7518         656.3975         Hour                  Y   Certified
## 7519      141595.6800         Year                  Y   Certified
## 7520       71022.9600         Year                  Y   Certified
## 7521         323.7899         Hour                  Y   Certified
## 7522      146104.9300         Year                  Y      Denied
## 7523        9415.1200         Year                  Y      Denied
## 7524       63013.2800         Year                  Y      Denied
## 7525       55912.9500         Year                  Y   Certified
## 7526       83956.4000         Year                  Y   Certified
## 7527      124947.5100         Year                  Y      Denied
## 7528      137315.8600         Year                  N   Certified
## 7529       22472.0700         Year                  Y   Certified
## 7532       64357.5800         Year                  Y   Certified
## 7533         703.3133         Hour                  Y      Denied
## 7534       55548.0900         Year                  Y   Certified
## 7535       99324.1200         Year                  Y   Certified
## 7536       90722.0400         Year                  Y      Denied
## 7537       50740.8100         Year                  Y   Certified
## 7538       94382.7500         Year                  Y   Certified
## 7539         113.2300         Hour                  Y   Certified
## 7540       42727.5900         Year                  Y   Certified
## 7541       53523.8900         Year                  Y      Denied
## 7542       26449.7400         Year                  Y   Certified
## 7543       81057.9400         Year                  Y   Certified
## 7544      136671.1800         Year                  Y   Certified
## 7545       91884.6800         Week                  Y      Denied
## 7546      128925.2900         Year                  Y   Certified
## 7547       86541.1700         Year                  Y      Denied
## 7548      100454.7900         Year                  Y   Certified
## 7550      121327.4200         Year                  Y   Certified
## 7551       80394.5700         Year                  Y   Certified
## 7552       13018.2800         Year                  Y      Denied
## 7553       89982.2300         Year                  Y      Denied
## 7555         478.3670         Hour                  Y      Denied
## 7557      115704.9900         Year                  N      Denied
## 7558      205296.7800         Year                  Y      Denied
## 7560       70693.5600         Year                  Y   Certified
## 7561       15453.2700         Year                  Y      Denied
## 7562       74278.1800         Year                  Y   Certified
## 7563       35170.7400         Year                  Y   Certified
## 7564       81391.4900         Year                  Y   Certified
## 7565        9690.9400         Year                  Y      Denied
## 7566         843.5481         Hour                  Y   Certified
## 7567       90466.0100         Year                  N      Denied
## 7568       27984.1700         Year                  Y   Certified
## 7569      103686.0300         Year                  Y   Certified
## 7571        7861.0900         Year                  Y   Certified
## 7572      118576.1800         Year                  N   Certified
## 7573       67685.0100         Year                  Y      Denied
## 7574         954.1248         Hour                  Y      Denied
## 7576      160582.3200         Year                  Y   Certified
## 7578       50190.4300         Year                  N   Certified
## 7579      151117.7900         Year                  Y      Denied
## 7580      126912.7100         Year                  Y   Certified
## 7582         138.7600         Hour                  Y   Certified
## 7586       72687.8700         Year                  N   Certified
## 7587      118490.7000         Year                  Y   Certified
## 7590       78216.9000         Year                  N      Denied
## 7591       30650.8600         Year                  Y   Certified
## 7592       91857.1600         Year                  Y   Certified
## 7593       12110.8100         Year                  Y   Certified
## 7594       35227.2200         Year                  Y      Denied
## 7595        3145.8300         Year                  N   Certified
## 7596      124511.8600         Year                  Y   Certified
## 7597       55344.7800         Year                  Y   Certified
## 7598       46751.8000         Year                  Y   Certified
## 7599      103135.7300         Year                  N   Certified
## 7600       48009.6600         Year                  Y   Certified
## 7601         109.4800         Hour                  Y   Certified
## 7602       35070.0400         Year                  Y   Certified
## 7604       27159.9400         Year                  Y   Certified
## 7605      111342.3100         Year                  Y   Certified
## 7606       97517.8800         Year                  N   Certified
## 7607       32165.4900         Year                  Y   Certified
## 7608       40453.0600         Year                  Y      Denied
## 7610         111.6400         Hour                  Y   Certified
## 7612       92234.7600         Year                  Y      Denied
## 7613       70358.5900         Year                  Y   Certified
## 7614         206.3000         Hour                  Y   Certified
## 7615       43248.2200         Year                  Y   Certified
## 7617       15327.1600         Year                  Y      Denied
## 7618      163256.4000         Year                  Y   Certified
## 7619         975.6228         Hour                  Y      Denied
## 7620       21408.5500         Year                  Y      Denied
## 7621       58036.3400         Year                  Y   Certified
## 7623      140511.7800         Year                  Y      Denied
## 7624       14207.7200         Year                  Y   Certified
## 7625       28099.4600         Year                  N   Certified
## 7626      133413.8100         Year                  N   Certified
## 7627      122284.8200         Year                  Y   Certified
## 7628       96637.0800         Year                  Y   Certified
## 7630       86080.8100         Year                  Y   Certified
## 7631         662.0821         Hour                  Y      Denied
## 7632      126727.4500         Year                  Y   Certified
## 7633      137297.2900         Year                  Y   Certified
## 7634         737.7518         Hour                  Y   Certified
## 7635       62238.0200         Year                  Y      Denied
## 7636       22484.4700         Year                  Y   Certified
## 7637       78615.4600         Year                  Y   Certified
## 7638      113326.4400         Year                  Y   Certified
## 7639       90318.6700         Year                  Y   Certified
## 7640      113839.7800         Year                  Y      Denied
## 7641       58025.3000         Year                  N   Certified
## 7644      118795.1000         Year                  N      Denied
## 7645          49.9985         Hour                  Y      Denied
## 7648       20239.6000         Year                  Y   Certified
## 7650       50581.4100         Year                  Y      Denied
## 7651       51012.4200         Year                  Y      Denied
## 7652       85431.4300         Year                  Y   Certified
## 7653      130081.8400         Year                  Y      Denied
## 7654      110859.6000         Year                  Y      Denied
## 7656       57167.3100         Year                  Y   Certified
## 7658      142025.3200         Year                  Y      Denied
## 7660      135703.6900         Year                  Y   Certified
## 7661       48590.1700         Year                  Y   Certified
## 7662       20842.9000         Year                  Y   Certified
## 7663       69039.7700         Year                  Y   Certified
## 7664      145467.7800         Year                  N   Certified
## 7665       91553.5000         Year                  Y   Certified
## 7666      125489.9100         Year                  Y      Denied
## 7667       23290.8400         Year                  Y      Denied
## 7669       40368.7700         Year                  Y   Certified
## 7670       52545.9700         Year                  Y   Certified
## 7671       40435.2600         Year                  Y   Certified
## 7672      142048.9900         Year                  Y   Certified
## 7673       97188.8300         Year                  Y   Certified
## 7674         100.7597         Hour                  Y      Denied
## 7675      100538.0000         Year                  Y      Denied
## 7676       33696.4400         Year                  Y   Certified
## 7677      118953.4800         Year                  Y   Certified
## 7678       64710.1200         Year                  Y   Certified
## 7679       68791.2800         Year                  N   Certified
## 7680       95813.5200         Year                  Y      Denied
## 7681       99416.3100         Year                  Y      Denied
## 7682       50289.8800         Year                  Y   Certified
## 7683       89737.4400         Year                  Y   Certified
## 7684       95739.1500         Year                  Y      Denied
## 7685       85001.7300         Year                  Y      Denied
## 7686       27329.0000         Year                  Y   Certified
## 7687       12669.7100         Year                  Y   Certified
## 7689       63923.9500         Year                  Y   Certified
## 7690       84965.6100         Year                  Y      Denied
## 7691      211621.6800         Year                  N      Denied
## 7692       92202.2700         Year                  Y      Denied
## 7694       66891.2700         Year                  Y   Certified
## 7696       74258.8600         Year                  Y      Denied
## 7697       45668.2700         Year                  Y      Denied
## 7698      202386.1700         Year                  Y      Denied
## 7699         195.1899         Hour                  Y   Certified
## 7700       31655.4100         Year                  Y   Certified
## 7701      110359.8700         Year                  Y      Denied
## 7703       47223.9200         Year                  Y      Denied
## 7704      127437.1200         Year                  N   Certified
## 7705       30637.1400         Year                  Y      Denied
## 7706       94046.0500         Year                  Y      Denied
## 7708       97817.7500         Year                  Y      Denied
## 7709        3298.4500         Year                  Y   Certified
## 7710       22476.6500         Year                  Y   Certified
## 7711      107636.5300         Year                  Y      Denied
## 7713       87243.3600         Year                  Y   Certified
## 7714      139459.1600         Year                  Y   Certified
## 7715       89821.1300         Year                  Y      Denied
## 7716      101209.9700         Year                  Y   Certified
## 7717       41351.1000         Year                  Y      Denied
## 7718       31865.2000         Year                  Y   Certified
## 7719         393.4729         Hour                  Y      Denied
## 7720       96065.2000         Year                  Y      Denied
## 7721       55503.1500         Year                  Y   Certified
## 7722       76898.7900         Year                  Y      Denied
## 7723       78943.5100         Year                  Y   Certified
## 7724      101492.7800         Year                  Y   Certified
## 7725       31641.2400         Year                  Y   Certified
## 7726       43416.4100         Year                  Y   Certified
## 7728        9072.3800         Year                  Y   Certified
## 7729      136534.1800         Year                  Y      Denied
## 7733       54989.0900         Year                  Y   Certified
## 7734        1820.2600         Year                  Y   Certified
## 7735       42808.7700         Year                  Y   Certified
## 7736       80560.8300         Year                  Y   Certified
## 7737         108.6640         Hour                  Y   Certified
## 7739       83102.3100         Year                  N   Certified
## 7740       36451.6500         Year                  Y   Certified
## 7742       37963.1500         Year                  Y      Denied
## 7743       98538.2000         Year                  Y   Certified
## 7744       85595.5000         Year                  N      Denied
## 7745       58597.2600         Year                  Y   Certified
## 7746       45607.8800         Year                  Y   Certified
## 7747       96236.2400         Year                  Y      Denied
## 7749       49900.2000         Year                  Y      Denied
## 7750       59241.4700         Year                  Y   Certified
## 7751      123711.0100         Year                  N   Certified
## 7752       48831.0600         Year                  Y   Certified
## 7753      110009.8000         Year                  Y      Denied
## 7754       68650.7900         Year                  Y   Certified
## 7755      172838.6800         Year                  Y      Denied
## 7756      204727.6300         Year                  Y   Certified
## 7757       58879.7100         Year                  Y      Denied
## 7758       42720.8900         Year                  Y   Certified
## 7759         741.0381         Hour                  Y   Certified
## 7760      119030.4500         Year                  Y   Certified
## 7761         735.9425         Hour                  Y      Denied
## 7762       38457.5100         Year                  Y   Certified
## 7764       16239.0300         Year                  Y      Denied
## 7767       97810.8000         Year                  Y   Certified
## 7768      100425.2900         Year                  Y   Certified
## 7770         868.8772         Hour                  Y   Certified
## 7771      136875.3300         Year                  Y      Denied
## 7772       41765.0200         Year                  Y   Certified
## 7773       94069.2800         Year                  Y      Denied
## 7774       93006.9900         Year                  Y   Certified
## 7776       57915.9000         Year                  Y   Certified
## 7777       81665.0600         Year                  Y   Certified
## 7778      106274.4100         Year                  N   Certified
## 7779       18257.9300         Year                  Y   Certified
## 7781       10634.3900         Year                  Y   Certified
## 7782       81897.5300         Year                  N   Certified
## 7783       14937.6900         Year                  Y   Certified
## 7784      147001.8100         Year                  Y   Certified
## 7787       69952.0500         Year                  Y   Certified
## 7788       46459.9100         Year                  Y   Certified
## 7789         127.3100         Hour                  Y      Denied
## 7790      153377.1800         Year                  Y   Certified
## 7791       43354.4900         Year                  N   Certified
## 7792       99750.1500         Year                  Y      Denied
## 7794       38627.3800         Year                  Y   Certified
## 7795      117472.4500         Year                  Y   Certified
## 7797       21711.6500         Year                  Y   Certified
## 7798       11697.3000         Year                  Y   Certified
## 7799       78599.2200         Week                  Y      Denied
## 7802      146846.5900         Year                  N   Certified
## 7803      114776.4900         Year                  Y   Certified
## 7804       18651.1500         Year                  Y      Denied
## 7805       60976.1800         Year                  Y   Certified
## 7806       87621.7400         Year                  Y      Denied
## 7807       42530.6700         Year                  Y   Certified
## 7808      115222.6900         Year                  Y   Certified
## 7809       56921.3000         Year                  Y      Denied
## 7811      127475.6600         Year                  Y      Denied
## 7812       50633.2300         Year                  Y      Denied
## 7813       62953.3400         Year                  Y      Denied
## 7816         253.7458         Hour                  Y      Denied
## 7817      211159.9500         Year                  Y   Certified
## 7818      157633.9400         Year                  Y   Certified
## 7819      142550.3900         Year                  N   Certified
## 7821         572.6978         Hour                  Y   Certified
## 7824       90630.1700         Year                  Y   Certified
## 7825          63.7364         Hour                  Y      Denied
## 7827        5648.2900         Year                  Y      Denied
## 7829         109.9600         Hour                  Y      Denied
## 7830       20500.3900         Year                  Y   Certified
## 7831       69343.2700         Year                  Y   Certified
## 7832       86152.5200         Year                  Y   Certified
## 7833      100910.3000         Year                  Y   Certified
## 7834       79091.0900         Year                  Y   Certified
## 7835       18482.7200         Year                  Y   Certified
## 7836       69939.9700         Year                  Y   Certified
## 7837       10167.8900         Year                  Y   Certified
## 7842       69151.5400         Year                  Y      Denied
## 7843       37141.1500         Year                  Y   Certified
## 7845      207023.7600         Year                  Y   Certified
## 7846      103316.9400         Year                  Y   Certified
## 7847       43891.4400         Year                  Y   Certified
## 7848      161407.1900         Year                  Y   Certified
## 7849      152313.4500         Year                  Y   Certified
## 7850      106036.7700         Year                  N      Denied
## 7852      125612.2000         Year                  Y   Certified
## 7853       15030.3200         Year                  Y   Certified
## 7855       78469.0900         Year                  Y   Certified
## 7856      116663.1200         Year                  Y      Denied
## 7857      114902.7700         Year                  Y   Certified
## 7858      148912.2900         Year                  Y      Denied
## 7860       45096.6400         Year                  Y   Certified
## 7861      155070.0100         Year                  Y   Certified
## 7862       86278.2800         Year                  Y      Denied
## 7863      162848.6100         Year                  N   Certified
## 7864       78428.3500         Year                  Y   Certified
## 7865       63243.0600         Year                  Y   Certified
## 7866      137704.4600         Year                  N   Certified
## 7867      126739.9600         Year                  Y   Certified
## 7868      149629.6300         Year                  Y   Certified
## 7869      100655.1600         Year                  Y      Denied
## 7870       68723.8800         Year                  N   Certified
## 7871       42337.6100         Year                  Y      Denied
## 7872       57757.5700         Year                  Y      Denied
## 7874      161902.3900         Year                  N   Certified
## 7876       60362.1300         Year                  Y   Certified
## 7877      142896.1200         Year                  Y      Denied
## 7878       38507.2500         Year                  Y      Denied
## 7879      144191.3900         Year                  Y   Certified
## 7881       64941.6700         Year                  Y   Certified
## 7882      114482.8000         Year                  Y      Denied
## 7884       15387.9100         Year                  Y   Certified
## 7885      143008.2700         Year                  Y   Certified
## 7886       21722.5900         Year                  Y   Certified
## 7890      104491.7900         Year                  Y   Certified
## 7891       34704.1700         Year                  Y      Denied
## 7892       65327.2500         Year                  Y   Certified
## 7893      159383.6800         Year                  Y   Certified
## 7894       61852.7800         Year                  N      Denied
## 7895       85565.8800         Year                  Y   Certified
## 7896      193514.8200         Year                  N   Certified
## 7897       85525.5200         Year                  Y   Certified
## 7898       92186.9400         Year                  Y   Certified
## 7899       84119.7500         Year                  Y   Certified
## 7901       26380.6100         Year                  Y   Certified
## 7903       98428.8800         Year                  Y      Denied
## 7904      148367.9600         Year                  Y      Denied
## 7905      124015.9400         Year                  N   Certified
## 7906       29872.7000         Year                  Y   Certified
## 7907       24258.7300         Year                  Y      Denied
## 7911      132232.8800         Year                  Y      Denied
## 7912      143243.2500         Year                  N   Certified
## 7913      148197.3000         Year                  Y   Certified
## 7914       72697.1600         Year                  Y      Denied
## 7915       38140.4800         Year                  Y      Denied
## 7916       28049.3000         Year                  Y   Certified
## 7917      182813.7400         Year                  Y      Denied
## 7918       11845.3200         Year                  Y   Certified
## 7919       47177.1600         Year                  Y      Denied
## 7920       89862.1400         Year                  Y   Certified
## 7921       76516.0100         Year                  Y      Denied
## 7922       76096.0600         Year                  Y   Certified
## 7923       64695.7100         Year                  Y   Certified
## 7924       60690.2300         Year                  Y      Denied
## 7926          45.9551         Hour                  Y   Certified
## 7927       59987.7300         Year                  Y   Certified
## 7928       75673.2700         Year                  Y   Certified
## 7929         581.8550         Hour                  Y   Certified
## 7931       39185.3900         Year                  Y   Certified
## 7932       73815.0500         Year                  Y   Certified
## 7933       84008.0000         Year                  Y   Certified
## 7935       62210.5800         Year                  Y      Denied
## 7936       58082.2900         Year                  Y      Denied
## 7937       27135.8600         Year                  N   Certified
## 7940       59789.0500         Year                  Y   Certified
## 7941       38808.6400         Year                  Y   Certified
## 7942         168.0793         Hour                  Y   Certified
## 7943       81613.8100         Year                  Y      Denied
## 7944         128.6745         Hour                  Y      Denied
## 7945      147889.2300         Year                  Y   Certified
## 7946        7612.6200         Year                  Y   Certified
## 7947       56686.8800         Year                  Y   Certified
## 7949      150910.6600         Year                  N   Certified
## 7951      148945.1700         Year                  Y   Certified
## 7952      135734.6500         Year                  Y   Certified
## 7953       43701.8900         Year                  Y      Denied
## 7954      109430.4300         Year                  Y   Certified
## 7955        1114.4800         Year                  Y   Certified
## 7956      172331.5600         Year                  Y   Certified
## 7957       89153.9100         Year                  Y   Certified
## 7958      107626.7000         Year                  N   Certified
## 7959       38255.9700         Year                  Y   Certified
## 7960       37967.6300         Year                  Y      Denied
## 7961      141661.4300         Year                  Y   Certified
## 7962       55005.6500         Year                  N   Certified
## 7965      117109.1200         Year                  N   Certified
## 7966       95990.8300         Year                  Y      Denied
## 7969      116154.5500         Year                  Y      Denied
## 7970      153470.4800         Year                  Y   Certified
## 7971       80037.6300         Year                  Y      Denied
## 7972       26949.3100         Year                  Y      Denied
## 7973       61920.2300         Year                  Y      Denied
## 7974      123333.4200         Year                  Y      Denied
## 7975      114194.8800         Year                  Y   Certified
## 7976       95916.5900         Year                  Y   Certified
## 7977       28541.0500         Year                  Y      Denied
## 7978       23911.1800         Year                  Y   Certified
## 7980      141582.8700         Year                  N   Certified
## 7982      114438.6800         Year                  Y   Certified
## 7983      145739.7900         Year                  N   Certified
## 7984      121466.6500         Year                  Y   Certified
## 7985       44812.4900         Year                  Y      Denied
## 7986      117719.5700         Year                  Y   Certified
## 7987      108959.6600         Year                  Y   Certified
## 7988       74883.8000         Year                  Y   Certified
## 7989      154328.3500         Year                  Y      Denied
## 7990       75674.9600         Year                  Y   Certified
## 7993       39925.0000         Year                  Y   Certified
## 7994      101939.0100         Year                  Y   Certified
## 7995       64693.7300         Year                  N   Certified
## 7996       66792.4300         Year                  Y   Certified
## 7998      149476.7200         Year                  Y      Denied
## 7999       35645.8500         Year                  Y      Denied
## 8000       13860.8800         Year                  Y   Certified
## 8001         239.3237         Hour                  Y      Denied
## 8002      102602.6400         Year                  N   Certified
## 8003      184175.3900         Year                  Y   Certified
## 8004       57037.3300         Year                  Y   Certified
## 8005       27207.6700         Year                  Y      Denied
## 8006       19886.7700         Year                  Y   Certified
## 8008          36.0253         Hour                  Y      Denied
## 8010       44127.8600         Year                  Y      Denied
## 8011      119005.4500         Year                  Y   Certified
## 8012       36700.0000         Year                  Y   Certified
## 8014      157243.5500         Year                  Y   Certified
## 8016      117063.4200         Year                  Y   Certified
## 8017       79855.3800         Year                  Y   Certified
## 8019      103393.9300         Year                  N   Certified
## 8020       87896.1800         Year                  Y   Certified
## 8021      104574.8100         Year                  Y   Certified
## 8022       47060.9800         Year                  Y   Certified
## 8023       34802.0300         Year                  Y      Denied
## 8024      117706.3800         Year                  Y      Denied
## 8025       92686.3000         Year                  N   Certified
## 8027       38231.0200         Year                  Y   Certified
## 8028         277.9945         Hour                  Y   Certified
## 8029         702.3692         Hour                  Y   Certified
## 8030       69044.4000         Year                  Y   Certified
## 8031       71136.1200         Year                  Y   Certified
## 8032        9659.0100         Year                  Y   Certified
## 8035        7489.3400         Year                  Y   Certified
## 8036      204453.2700         Year                  Y   Certified
## 8037       82582.9300         Year                  Y   Certified
## 8039       53717.7400         Year                  N   Certified
## 8041         336.9514         Hour                  Y   Certified
## 8042      105459.3700         Year                  Y   Certified
## 8043         155.0951         Hour                  Y      Denied
## 8044      161675.7900         Year                  Y   Certified
## 8045         594.6598         Hour                  Y      Denied
## 8046      125175.1600         Year                  Y   Certified
## 8047        4509.7500         Year                  Y   Certified
## 8048      118359.0600         Year                  N   Certified
## 8049       90170.3200         Year                  Y   Certified
## 8050         163.0700         Hour                  Y      Denied
## 8052      145231.2900         Year                  Y   Certified
## 8053       46124.8000         Year                  Y   Certified
## 8054       22023.5600         Year                  Y   Certified
## 8055       36539.3600         Year                  N      Denied
## 8056      109759.6400         Year                  Y   Certified
## 8057       67865.7900         Year                  Y   Certified
## 8058      119184.9800         Year                  N   Certified
## 8060      110840.7800         Year                  Y      Denied
## 8061      176480.8800         Year                  Y   Certified
## 8062      120932.2900         Year                  Y   Certified
## 8063       72210.9400         Year                  Y      Denied
## 8064      155087.7300         Year                  Y      Denied
## 8065       96116.2300         Year                  Y      Denied
## 8066       63123.7800         Year                  Y      Denied
## 8067       13686.4400         Year                  Y   Certified
## 8068      111827.1100         Year                  Y   Certified
## 8070       44452.1100         Year                  Y   Certified
## 8071      149355.7800         Year                  Y   Certified
## 8072       54113.1500         Year                  Y   Certified
## 8073      147080.4400         Year                  Y   Certified
## 8075       15895.7900         Year                  Y   Certified
## 8077      154170.9900         Year                  Y   Certified
## 8078      116228.3300         Year                  Y   Certified
## 8079       72445.3900         Year                  Y   Certified
## 8080       22143.2100         Year                  Y   Certified
## 8082       80968.5500         Year                  Y   Certified
## 8084       53247.0200         Year                  Y      Denied
## 8085       50656.1800         Year                  Y      Denied
## 8086       65680.5200         Year                  Y   Certified
## 8087       75017.9100         Year                  Y      Denied
## 8088      129904.8300         Year                  Y      Denied
## 8090         719.9582         Hour                  Y      Denied
## 8091       32542.2500         Week                  Y   Certified
## 8092      215498.0500         Year                  N   Certified
## 8094       43227.1300         Year                  Y   Certified
## 8095       84501.0400         Year                  Y   Certified
## 8099      126549.5200         Year                  N   Certified
## 8100       75895.9800         Year                  Y   Certified
## 8101      122771.5200         Year                  Y   Certified
## 8102      136969.3000         Year                  Y   Certified
## 8103       75897.8800         Year                  Y   Certified
## 8104       27952.3000         Year                  Y      Denied
## 8106       87873.3200         Year                  Y   Certified
## 8107       68995.3200         Year                  Y   Certified
## 8108         212.2408         Hour                  Y   Certified
## 8110      129261.9500         Year                  Y   Certified
## 8111       32577.1100         Year                  Y      Denied
## 8113      110521.8200         Year                  Y   Certified
## 8114      112146.8500         Year                  Y      Denied
## 8115      106906.5300         Year                  N   Certified
## 8116       60901.6400         Year                  N      Denied
## 8118       64230.0300         Year                  Y   Certified
## 8119         184.7400         Hour                  Y      Denied
## 8120      151988.8700         Year                  Y   Certified
## 8121       71987.4400         Year                  Y   Certified
## 8122       84233.2800         Year                  N   Certified
## 8123       48688.4500         Year                  Y   Certified
## 8124       53862.3200         Year                  Y      Denied
## 8125       88265.9200         Year                  Y      Denied
## 8126      131842.9100         Year                  Y   Certified
## 8129       76545.3600         Year                  Y   Certified
## 8130       59401.1800         Year                  Y      Denied
## 8131       13960.1600         Year                  Y   Certified
## 8132       96886.7100         Week                  Y   Certified
## 8133         141.7329         Hour                  Y      Denied
## 8135       76366.6300         Year                  Y      Denied
## 8136       30892.1600         Year                  Y   Certified
## 8137       24701.9600         Year                  Y   Certified
## 8138         232.8080         Hour                  Y      Denied
## 8139        1369.1400         Year                  Y      Denied
## 8140       47246.9000         Year                  Y   Certified
## 8143      119911.6400         Year                  Y   Certified
## 8144      138276.3700         Year                  Y   Certified
## 8146        6334.8400         Year                  Y      Denied
## 8147       80955.8000         Year                  Y   Certified
## 8148       20122.3100         Year                  Y      Denied
## 8149      129235.7600         Year                  Y   Certified
## 8150       50514.3300         Year                  Y      Denied
## 8151      118051.3800         Year                  Y      Denied
## 8152      134507.5000         Year                  N   Certified
## 8153       52803.0000         Year                  Y      Denied
## 8154       52960.5600         Year                  N   Certified
## 8155       59670.3200         Year                  Y   Certified
## 8156       93007.7400         Year                  Y   Certified
## 8157       71392.6700         Year                  Y      Denied
## 8158         239.6427         Hour                  Y      Denied
## 8159      166144.9000         Year                  N      Denied
## 8160         381.7361         Hour                  Y      Denied
## 8161        8431.7700         Year                  Y   Certified
## 8162       27912.0200         Year                  Y   Certified
## 8163       25850.6600         Year                  Y   Certified
## 8164      155918.2400         Year                  N   Certified
## 8165         226.0000         Hour                  Y   Certified
## 8166       40090.0600         Year                  Y   Certified
## 8167      108336.7200         Year                  Y   Certified
## 8169       83329.4600         Year                  N   Certified
## 8170      104308.0700         Year                  N      Denied
## 8171      194535.6600         Year                  Y   Certified
## 8173       37418.8300         Year                  Y   Certified
## 8174       44503.6200         Week                  Y      Denied
## 8175       60624.7800         Year                  Y      Denied
## 8176       98998.5600         Year                  N   Certified
## 8177       32627.4900         Year                  Y   Certified
## 8178        7402.2100         Year                  Y   Certified
## 8179       33416.2500         Year                  N   Certified
## 8180       62872.8300         Year                  Y   Certified
## 8184       41959.2900         Year                  Y   Certified
## 8185       98052.5900         Year                  Y      Denied
## 8186      104019.5400         Year                  Y   Certified
## 8188       97232.1600         Year                  Y   Certified
## 8189       38792.6500         Week                  Y   Certified
## 8192       99505.1700         Year                  Y   Certified
## 8193      107842.6300         Year                  Y   Certified
## 8194       87462.9900         Year                  Y   Certified
## 8195      100683.4300         Year                  Y   Certified
## 8197      101800.9500         Year                  Y   Certified
## 8198      133337.2800         Year                  N   Certified
## 8199       66173.6300         Year                  Y   Certified
## 8200       53334.2400         Year                  Y   Certified
## 8201       80413.7800         Year                  Y      Denied
## 8202       54871.5600         Year                  Y      Denied
## 8203       47568.6800         Year                  Y   Certified
## 8204      129897.0600         Year                  Y      Denied
## 8205        9836.7400         Year                  Y      Denied
## 8206      118060.5100         Year                  Y   Certified
## 8207      120070.0000         Year                  N   Certified
## 8208       40483.6800         Year                  Y   Certified
## 8209         536.0869         Hour                  Y      Denied
## 8211       51600.3600         Year                  Y   Certified
## 8212        9639.1400         Year                  Y   Certified
## 8213      104840.0700         Year                  Y      Denied
## 8214         867.5177         Hour                  Y   Certified
## 8216       89384.7600         Year                  Y      Denied
## 8217       48810.0400         Year                  Y   Certified
## 8218       70664.4700         Year                  Y   Certified
## 8219       99065.5000         Year                  Y   Certified
## 8220       28787.7200         Year                  Y   Certified
## 8221         890.1300         Year                  Y   Certified
## 8222      110822.3300         Year                  Y   Certified
## 8223       32309.2800         Year                  Y      Denied
## 8224         984.2796         Hour                  Y   Certified
## 8225         886.7405         Hour                  Y   Certified
## 8226      112715.6200         Year                  Y      Denied
## 8227       58594.9900         Year                  Y   Certified
## 8228       71578.3700         Year                  Y   Certified
## 8229       91536.2900         Year                  Y   Certified
## 8230       28105.1600         Year                  Y   Certified
## 8231         431.9545         Hour                  Y   Certified
## 8233       42594.4200         Year                  Y   Certified
## 8235         403.3340         Hour                  Y   Certified
## 8236         221.1209         Hour                  Y   Certified
## 8238       82065.7400         Year                  Y   Certified
## 8239       48075.7900         Year                  Y   Certified
## 8241      107523.3600         Year                  Y   Certified
## 8242       76325.2900         Year                  Y   Certified
## 8243      163609.1300         Year                  Y   Certified
## 8244      166436.9700         Year                  Y      Denied
## 8245          79.1718         Hour                  Y      Denied
## 8246       19712.0200         Year                  Y   Certified
## 8247       44881.6400         Year                  Y   Certified
## 8248       38593.4600         Year                  Y   Certified
## 8249       68956.1000         Year                  Y   Certified
## 8250       69875.0500         Year                  Y   Certified
## 8251       13372.9300         Year                  Y   Certified
## 8252      133018.5100         Year                  Y      Denied
## 8253       29385.1100         Year                  Y   Certified
## 8254         322.8046         Hour                  Y      Denied
## 8255      138691.5300         Year                  N   Certified
## 8257       88504.1600         Year                  Y   Certified
## 8259         889.8213         Hour                  Y      Denied
## 8260      143840.0000         Year                  Y   Certified
## 8262      110976.7100         Year                  Y      Denied
## 8263      124586.6200         Year                  Y   Certified
## 8264         335.5486         Hour                  Y   Certified
## 8265      115404.1200         Year                  Y   Certified
## 8266         280.4605         Hour                  Y   Certified
## 8267      165963.2600         Year                  N   Certified
## 8268       55509.2400         Year                  Y   Certified
## 8269      112525.8700         Year                  Y   Certified
## 8272      125625.8700         Week                  Y      Denied
## 8273       33474.7200         Year                  Y      Denied
## 8274      126673.4100         Year                  Y      Denied
## 8276      120670.3800         Year                  Y   Certified
## 8277      113174.6600         Year                  Y      Denied
## 8278       64101.5100         Year                  Y   Certified
## 8279         865.0057         Hour                  Y   Certified
## 8280      153315.1600         Year                  Y      Denied
## 8281       32459.9800         Year                  Y   Certified
## 8283       39091.7000         Year                  Y   Certified
## 8284       88722.2800         Year                  Y   Certified
## 8286       56406.7000         Year                  N   Certified
## 8287       56164.5300         Year                  Y   Certified
## 8288       95111.1600         Year                  Y      Denied
## 8289       19948.0400         Year                  Y      Denied
## 8290       12599.5700         Year                  Y      Denied
## 8291       74259.6600         Year                  Y   Certified
## 8292      101002.4600         Year                  N   Certified
## 8295       53667.4600         Year                  Y   Certified
## 8297         558.5524         Hour                  Y   Certified
## 8298       87753.7400         Year                  Y   Certified
## 8299       47797.7000         Year                  N   Certified
## 8300       23289.4600         Year                  Y   Certified
## 8301       69495.5500         Year                  Y   Certified
## 8302       51254.5200         Year                  Y   Certified
## 8303       70394.6900         Year                  Y      Denied
## 8304         855.9094         Hour                  Y   Certified
## 8305       65778.9600         Year                  Y   Certified
## 8307         583.7382         Hour                  Y      Denied
## 8308       80413.7600         Year                  Y   Certified
## 8309       53351.6200         Year                  Y   Certified
## 8310       42113.6800         Year                  Y   Certified
## 8311       88994.5800         Year                  Y   Certified
## 8312        5490.3100         Year                  Y   Certified
## 8314       28994.3300         Year                  Y      Denied
## 8315       36227.2100         Year                  Y   Certified
## 8316      121745.9900         Year                  Y   Certified
## 8317         330.9405         Hour                  N      Denied
## 8318      100308.3800         Year                  Y      Denied
## 8320        6049.4900         Year                  Y   Certified
## 8321      128239.7900         Year                  Y   Certified
## 8322      133137.6600         Year                  Y   Certified
## 8323       22614.8200         Year                  Y      Denied
## 8324         656.0788         Hour                  Y      Denied
## 8325       68917.5300         Year                  Y   Certified
## 8326       26497.0300         Year                  Y   Certified
## 8328      136024.6300         Year                  N   Certified
## 8330      165216.9300         Year                  Y   Certified
## 8331      115935.0500         Year                  N   Certified
## 8332       64263.7500         Year                  Y   Certified
## 8333      119004.8600         Year                  Y   Certified
## 8335       25514.2600         Year                  Y   Certified
## 8336       97950.0700         Year                  Y   Certified
## 8337      123475.4200         Year                  Y   Certified
## 8338       41821.5500         Year                  N      Denied
## 8339       72550.4300         Year                  Y   Certified
## 8340      124401.3700         Year                  Y   Certified
## 8341       34213.7900         Year                  Y      Denied
## 8342       81365.6300         Year                  Y   Certified
## 8343       92705.1100         Year                  Y   Certified
## 8344       87833.8100         Year                  Y   Certified
## 8346         138.8750         Hour                  Y   Certified
## 8347      139253.2200         Year                  N   Certified
## 8348      127765.0000         Year                  N      Denied
## 8349      112247.3600         Year                  Y      Denied
## 8350       41117.9100         Year                  Y   Certified
## 8351         131.1200         Hour                  Y   Certified
## 8352       85573.4200         Year                  Y   Certified
## 8353       96779.0700         Year                  Y   Certified
## 8354         629.7126         Hour                  Y      Denied
## 8355       79000.8600         Year                  Y   Certified
## 8356       55970.6200         Year                  N   Certified
## 8357        2760.8000         Year                  Y   Certified
## 8358       71485.1100         Year                  Y   Certified
## 8359       60749.3400         Year                  Y   Certified
## 8361       35551.7200         Year                  Y   Certified
## 8363       94912.6800         Year                  Y   Certified
## 8364       30390.0600         Year                  N   Certified
## 8365      194076.4600         Year                  Y      Denied
## 8366         906.9008         Hour                  Y   Certified
## 8367      124922.1500         Year                  N   Certified
## 8368       18040.8700         Year                  Y   Certified
## 8370       85201.7900         Year                  Y   Certified
## 8372      115078.6300         Year                  Y   Certified
## 8373       13501.0100         Year                  Y      Denied
## 8375      138121.4300         Year                  Y   Certified
## 8376       15853.5400         Year                  Y      Denied
## 8377      122349.5100         Year                  Y      Denied
## 8378      153524.1000         Year                  N   Certified
## 8380       83932.2400         Year                  Y      Denied
## 8381      145919.8100         Year                  Y   Certified
## 8382       49240.3600         Year                  Y      Denied
## 8383      144872.8700         Year                  N   Certified
## 8384       19038.0000         Year                  Y      Denied
## 8385       52901.0500         Year                  Y      Denied
## 8387      104596.3400         Year                  Y   Certified
## 8388        5509.4100         Year                  Y   Certified
## 8390      106925.5400         Year                  N      Denied
## 8391       69162.2900         Year                  Y   Certified
## 8392       32532.1300         Year                  Y   Certified
## 8394       91637.1300         Year                  Y      Denied
## 8395       15650.9400         Year                  Y   Certified
## 8397      130735.6700         Year                  Y   Certified
## 8398         429.5424         Hour                  Y      Denied
## 8399         106.2500         Hour                  Y   Certified
## 8400       84657.8400         Year                  Y   Certified
## 8401       57006.5600         Year                  Y      Denied
## 8402      111472.2400         Year                  Y   Certified
## 8403       71746.6800         Year                  Y      Denied
## 8406        3057.8300         Year                  Y      Denied
## 8407       58380.4300         Year                  Y      Denied
## 8410       46082.6900         Year                  Y   Certified
## 8411         640.6397         Hour                  Y   Certified
## 8412       50509.2000         Year                  Y      Denied
## 8413          77.4716         Hour                  Y      Denied
## 8414       34908.0200         Year                  Y      Denied
## 8416       77725.1000         Year                  Y   Certified
## 8417       16029.7600         Year                  Y   Certified
## 8418        6445.5200         Year                  Y      Denied
## 8421       91603.2000         Year                  Y   Certified
## 8422         543.5521         Hour                  Y   Certified
## 8424       52926.0000         Year                  Y   Certified
## 8425      168833.2200         Year                  N   Certified
## 8427       51294.7600         Year                  Y   Certified
## 8428      112678.2400         Year                  Y   Certified
## 8429       74601.5900         Year                  Y   Certified
## 8430       60174.3800         Year                  Y   Certified
## 8432       89442.1400         Year                  Y   Certified
## 8433      123130.9800         Year                  N      Denied
## 8434       81898.5400         Year                  Y   Certified
## 8435       21966.0800         Year                  Y   Certified
## 8436       60563.0800         Year                  Y      Denied
## 8437      137995.9200         Year                  N   Certified
## 8438       98414.1200         Year                  Y   Certified
## 8440       65945.6000         Year                  Y   Certified
## 8441       74756.5400         Year                  Y      Denied
## 8442       11616.6400         Year                  Y   Certified
## 8443      112612.8600         Year                  Y   Certified
## 8445       41220.0000         Year                  Y   Certified
## 8446      130099.3700         Year                  Y   Certified
## 8447       34091.0800         Week                  Y   Certified
## 8448       23080.2200         Year                  Y   Certified
## 8449       99047.9900         Year                  Y   Certified
## 8451       90413.5000         Year                  Y   Certified
## 8452      124252.6500         Year                  Y   Certified
## 8454       82586.4500         Year                  Y      Denied
## 8455      132128.6300         Year                  N   Certified
## 8456       86499.6000         Year                  Y   Certified
## 8457       95389.4100         Year                  Y   Certified
## 8458       87498.4600         Year                  Y   Certified
## 8460       58308.3900         Year                  Y   Certified
## 8461       44385.4700         Year                  Y   Certified
## 8463       84672.1100         Year                  Y   Certified
## 8465      108544.3700         Year                  Y   Certified
## 8468       46100.7200         Year                  Y   Certified
## 8469       92441.5200         Year                  Y      Denied
## 8470       57270.1200         Year                  Y   Certified
## 8471       86714.2000         Year                  Y      Denied
## 8473       19736.4800         Year                  Y   Certified
## 8474       64897.4100         Year                  Y      Denied
## 8475      115303.3000         Year                  Y   Certified
## 8476       41049.0600         Year                  Y   Certified
## 8477       38893.4600         Year                  Y   Certified
## 8479       42857.8300         Year                  Y   Certified
## 8481       15522.7800         Year                  Y   Certified
## 8482       61230.6700         Year                  Y   Certified
## 8483       21649.9000         Year                  Y   Certified
## 8484         923.0436         Hour                  Y   Certified
## 8486         153.9800         Year                  Y   Certified
## 8487       77174.1600         Year                  N      Denied
## 8488       38999.3400         Year                  Y      Denied
## 8489          50.8813         Hour                  Y      Denied
## 8490       65665.5500         Year                  N   Certified
## 8491      101656.6400         Year                  Y   Certified
## 8492       25713.9800         Year                  Y   Certified
## 8493      129554.2400         Year                  Y   Certified
## 8496       88593.5800         Year                  Y      Denied
## 8497       46989.5700         Year                  Y   Certified
## 8498       45860.2600         Year                  Y   Certified
## 8499       46471.1400         Year                  Y   Certified
## 8500       48616.6900         Year                  Y      Denied
## 8502       47406.9500         Year                  Y   Certified
## 8503         680.4970         Hour                  Y      Denied
## 8504      118191.5100        Month                  Y   Certified
## 8506       38544.4700         Year                  Y   Certified
## 8507       43967.6100         Year                  Y   Certified
## 8508        7546.3100         Year                  Y      Denied
## 8509       87432.8200         Year                  Y   Certified
## 8510       53719.8400         Year                  Y   Certified
## 8511       50090.4400         Year                  Y      Denied
## 8512       64910.1400         Year                  Y   Certified
## 8513       93973.1000         Year                  Y   Certified
## 8514      107395.5700         Year                  N   Certified
## 8515       68142.6300         Year                  N   Certified
## 8516       98781.2000         Year                  Y      Denied
## 8517      110337.5800         Year                  Y   Certified
## 8518      114777.6600         Year                  Y   Certified
## 8519       68602.4800         Year                  N   Certified
## 8520       49373.1100         Year                  Y      Denied
## 8521      101721.3700         Year                  Y      Denied
## 8522         828.4491         Hour                  Y      Denied
## 8523      135944.4400         Year                  Y      Denied
## 8525         932.1547         Hour                  Y      Denied
## 8526      100023.9700         Year                  Y   Certified
## 8528       80494.3700         Year                  N      Denied
## 8529      116275.2400         Year                  Y   Certified
## 8530       70217.8600         Year                  Y   Certified
## 8531       32279.2200         Year                  Y   Certified
## 8532       13963.5500         Year                  Y   Certified
## 8533       58966.5800         Year                  Y      Denied
## 8534      125732.6400         Year                  Y      Denied
## 8536         428.7372         Hour                  Y      Denied
## 8537       81572.7600         Year                  Y      Denied
## 8538         118.4300         Hour                  Y   Certified
## 8539      112491.3600         Year                  Y      Denied
## 8541       46579.4500         Year                  Y   Certified
## 8542      125601.5800         Year                  Y   Certified
## 8543       97492.3900         Year                  Y   Certified
## 8544       52832.6500         Year                  Y   Certified
## 8545       11056.4100         Year                  Y      Denied
## 8546       87536.7800         Year                  Y      Denied
## 8547      134481.2800         Year                  N   Certified
## 8548      110549.2500         Year                  Y   Certified
## 8549       28759.3600         Year                  Y   Certified
## 8550       72161.0200         Year                  Y   Certified
## 8551       82750.1600         Year                  Y      Denied
## 8553       80550.8800         Year                  Y   Certified
## 8554       99571.4700         Year                  Y      Denied
## 8556       81428.8500         Year                  Y   Certified
## 8557      121968.7100         Year                  Y   Certified
## 8558       73699.0200         Year                  N   Certified
## 8560       68401.7800         Year                  Y   Certified
## 8564      161389.2800         Year                  Y      Denied
## 8567       83247.2000         Year                  Y   Certified
## 8568      142513.6500         Year                  N   Certified
## 8569       78687.9800         Year                  Y   Certified
## 8570       48903.8100         Year                  Y      Denied
## 8571       21159.4900         Year                  Y   Certified
## 8572       73476.3400         Year                  Y      Denied
## 8573         108.4700         Hour                  Y   Certified
## 8575         766.8536         Hour                  Y      Denied
## 8576       47636.1200         Year                  Y   Certified
## 8577       98329.2300         Year                  Y   Certified
## 8578      166173.8200         Year                  Y   Certified
## 8579       73479.6700         Year                  Y   Certified
## 8580       74403.3300         Year                  Y      Denied
## 8583       75288.3500        Month                  Y      Denied
## 8584         119.7900         Hour                  Y   Certified
## 8585      154627.3100         Year                  Y   Certified
## 8586       22336.4000         Year                  Y   Certified
## 8587       34729.0700         Year                  Y   Certified
## 8588       73801.9900         Year                  Y   Certified
## 8589       27426.0800         Year                  Y   Certified
## 8590      101447.9900         Year                  Y   Certified
## 8592      111523.0600         Year                  Y   Certified
## 8593       18929.6000         Year                  Y      Denied
## 8594      137493.5400         Year                  Y      Denied
## 8596       98247.6300         Year                  N      Denied
## 8598       78406.4100         Year                  Y   Certified
## 8599       95222.2700         Year                  Y   Certified
## 8600      131094.3100         Year                  Y   Certified
## 8601       63056.4400         Year                  Y   Certified
## 8602       41383.1400         Year                  Y      Denied
## 8603      184489.8900         Year                  Y   Certified
## 8604        8270.6600         Year                  Y   Certified
## 8605      114313.6000         Year                  N   Certified
## 8606       76256.8900         Year                  Y   Certified
## 8607       70705.6700         Year                  Y      Denied
## 8608       83787.2700         Year                  Y   Certified
## 8610       46682.1500         Year                  Y   Certified
## 8611       78268.2700         Year                  Y   Certified
## 8612       69831.1400         Year                  Y      Denied
## 8613       54915.9700         Year                  Y   Certified
## 8614       69372.2100         Year                  N   Certified
## 8615        6927.7600         Year                  N   Certified
## 8617       38093.4300         Year                  Y   Certified
## 8618      100419.8200         Year                  Y   Certified
## 8619      127063.5000         Year                  N      Denied
## 8620       97924.4500         Year                  Y   Certified
## 8621       43622.4100         Year                  Y      Denied
## 8622       41120.4800         Year                  N   Certified
## 8623       80952.3700         Year                  Y   Certified
## 8624      105011.1200         Year                  Y   Certified
## 8625          17.5508         Hour                  Y      Denied
## 8626         887.2921         Hour                  Y   Certified
## 8628       94513.1000         Year                  Y      Denied
## 8630       70193.6300         Year                  Y   Certified
## 8632         347.1310         Hour                  Y      Denied
## 8634       90022.5900         Year                  Y   Certified
## 8636       73543.3500         Year                  Y      Denied
## 8638       95782.7200         Year                  Y   Certified
## 8639       41788.1300         Year                  Y   Certified
## 8640         399.6297         Hour                  Y      Denied
## 8641      141040.9900         Year                  Y   Certified
## 8642       59477.6800         Year                  Y   Certified
## 8643       58977.1200         Year                  N   Certified
## 8644       43138.5200         Year                  Y   Certified
## 8645      139401.2100         Year                  N      Denied
## 8646      146123.4700         Year                  Y   Certified
## 8647      128711.5200         Year                  Y   Certified
## 8648       40462.5600         Year                  Y      Denied
## 8649       91740.2500         Year                  Y   Certified
## 8650       23613.5200         Year                  Y   Certified
## 8651         428.7641         Hour                  Y      Denied
## 8652       59263.0700         Year                  Y   Certified
## 8653      207809.7300         Year                  Y      Denied
## 8654       43188.2300         Year                  Y      Denied
## 8655      152496.3300         Year                  N   Certified
## 8657       84754.7800         Year                  N   Certified
## 8658        8933.5700         Year                  Y      Denied
## 8659       58472.8100         Year                  Y   Certified
## 8660       37975.9400         Year                  Y      Denied
## 8661       55439.0000         Year                  Y      Denied
## 8662       73793.9100         Year                  N   Certified
## 8663       98692.5800         Year                  Y   Certified
## 8665      136468.0200         Year                  Y      Denied
## 8666         891.8422         Hour                  Y   Certified
## 8667       85934.4100         Year                  Y   Certified
## 8668        4646.4100         Year                  Y   Certified
## 8670      144550.7700         Year                  N   Certified
## 8671         113.0900         Hour                  Y      Denied
## 8672       37424.3300         Year                  Y   Certified
## 8675       97820.1400         Year                  Y   Certified
## 8677       37364.3500         Year                  Y   Certified
## 8678      121437.3900         Year                  Y   Certified
## 8680       76034.4700         Year                  Y   Certified
## 8681       44005.0600         Year                  Y   Certified
## 8682       66054.0800         Year                  N   Certified
## 8683         969.5751         Hour                  Y      Denied
## 8684       23753.7400         Year                  Y   Certified
## 8685       13268.9300         Year                  Y   Certified
## 8686      210625.5600         Year                  Y      Denied
## 8687      119720.7400         Year                  N   Certified
## 8688       71419.1100         Year                  Y   Certified
## 8689       45573.3500         Year                  Y      Denied
## 8690       12668.4900         Year                  Y   Certified
## 8691       54195.8600         Year                  Y   Certified
## 8693       91489.9600         Year                  Y      Denied
## 8694       55105.8600         Year                  Y   Certified
## 8696      153462.3900         Year                  Y      Denied
## 8697       52774.5800         Year                  Y   Certified
## 8699       77954.9300         Year                  Y   Certified
## 8700         781.7726         Hour                  Y   Certified
## 8701      106556.0600         Year                  Y   Certified
## 8702        4084.6300         Year                  Y   Certified
## 8704       98850.3800         Year                  Y   Certified
## 8705      123380.1400         Year                  Y      Denied
## 8706       78564.6700         Year                  Y   Certified
## 8708        8531.8500         Year                  Y   Certified
## 8709        4240.1500         Year                  Y   Certified
## 8711       17418.6100         Year                  Y      Denied
## 8712       94570.2500         Year                  N   Certified
## 8713       84555.7200         Year                  Y      Denied
## 8714      159643.5100         Year                  Y   Certified
## 8715       85594.8500         Year                  Y   Certified
## 8716       43278.8000         Year                  Y   Certified
## 8719       53807.6100         Year                  Y   Certified
## 8720       73177.8200         Year                  Y   Certified
## 8723      135666.5500         Year                  N   Certified
## 8724      168931.9000         Year                  Y   Certified
## 8725       38646.0300         Year                  Y   Certified
## 8726       20263.0200         Year                  Y   Certified
## 8727       77249.1300         Year                  Y   Certified
## 8728      124138.9000         Year                  Y   Certified
## 8729       73846.3000         Year                  Y   Certified
## 8730         527.0549         Hour                  Y      Denied
## 8731      136324.3200         Year                  Y      Denied
## 8732       97420.0500         Year                  Y   Certified
## 8733         123.0441         Hour                  Y      Denied
## 8734         147.1202         Hour                  Y      Denied
## 8735       97658.0900         Year                  Y   Certified
## 8736         318.4801         Hour                  Y      Denied
## 8737       88078.8100         Year                  Y   Certified
## 8738      141297.5200         Year                  Y   Certified
## 8739       26952.9800         Year                  Y   Certified
## 8740       58854.5700         Year                  Y   Certified
## 8741      122414.7700         Year                  N   Certified
## 8743       55479.2700         Year                  Y   Certified
## 8744       82190.3100         Year                  N   Certified
## 8745      163903.8000         Year                  Y   Certified
## 8746       77794.2900         Year                  N      Denied
## 8747       15925.9000         Year                  Y   Certified
## 8748       35785.0200         Year                  Y      Denied
## 8749       71772.5900         Year                  Y   Certified
## 8750       20871.4600         Year                  Y   Certified
## 8751         786.1880         Hour                  Y   Certified
## 8753      126861.4300         Year                  Y      Denied
## 8754       47212.8100         Year                  Y   Certified
## 8756        8731.8900         Year                  Y   Certified
## 8757       27490.3800         Year                  Y      Denied
## 8760       93065.5100         Year                  Y   Certified
## 8761      129462.0400         Year                  Y   Certified
## 8762       53866.6500         Year                  Y      Denied
## 8763      150446.7600         Year                  Y   Certified
## 8766         124.7300         Hour                  Y      Denied
## 8767       35013.2200         Year                  Y   Certified
## 8769       58547.3500         Year                  N   Certified
## 8770          44.8222         Hour                  Y      Denied
## 8771      100723.4100         Year                  Y      Denied
## 8772       79202.3600         Year                  Y   Certified
## 8773       93579.6400         Year                  N   Certified
## 8774       42492.2000         Year                  Y   Certified
## 8775       24647.0200         Year                  Y   Certified
## 8776       75906.4700         Year                  Y   Certified
## 8777       40469.5400         Year                  Y   Certified
## 8778         154.2600         Hour                  Y   Certified
## 8779      159633.3600         Year                  Y   Certified
## 8780       78071.3500         Year                  Y   Certified
## 8782      110952.9400         Year                  Y   Certified
## 8783      106795.8300         Year                  N   Certified
## 8785       39367.3500         Year                  Y   Certified
## 8789       32694.8500         Year                  Y   Certified
## 8790       96635.7800         Year                  Y   Certified
## 8791      128568.9200         Year                  N   Certified
## 8792      106779.9300         Year                  Y   Certified
## 8793       93356.0300         Year                  Y   Certified
## 8794      115546.4900         Year                  Y   Certified
## 8795       95343.1800         Year                  Y   Certified
## 8796      133236.4000         Year                  Y   Certified
## 8797       90834.5100         Year                  Y   Certified
## 8798      113964.1900         Year                  N      Denied
## 8799       84577.9200         Year                  Y      Denied
## 8800      148801.7600         Year                  Y   Certified
## 8801       39266.1400         Year                  Y   Certified
## 8802      114191.8800         Year                  N   Certified
## 8803       63668.1800         Year                  N   Certified
## 8804      138714.8400         Year                  Y   Certified
## 8805       42771.4900         Year                  Y   Certified
## 8806        4453.9700         Year                  Y   Certified
## 8807       13331.4500         Year                  Y   Certified
## 8808         560.7972         Hour                  Y      Denied
## 8809       47730.6200         Year                  Y   Certified
## 8811        3702.5100         Year                  Y   Certified
## 8812        3461.5700         Year                  Y      Denied
## 8815       75820.2400         Year                  Y      Denied
## 8816         107.0800         Hour                  Y      Denied
## 8817       92941.0000         Year                  Y   Certified
## 8818      131241.2800         Year                  Y   Certified
## 8819       61037.5100         Year                  Y   Certified
## 8822       71914.2700         Year                  N   Certified
## 8823      102079.6400         Year                  Y   Certified
## 8824       36330.5400         Year                  Y   Certified
## 8825      131316.0100         Year                  Y   Certified
## 8826      117651.0900         Year                  Y   Certified
## 8827       33598.6800         Year                  Y   Certified
## 8828       79681.7600         Year                  Y      Denied
## 8830      205023.3400         Year                  Y   Certified
## 8831      156705.4800         Year                  N      Denied
## 8832        5358.1500         Year                  Y   Certified
## 8833       86050.8000         Year                  Y   Certified
## 8834      101258.7800         Year                  Y      Denied
## 8835       24099.2500         Year                  Y   Certified
## 8836       65971.0900         Year                  Y      Denied
## 8837      189852.1100         Year                  Y   Certified
## 8838       72945.7600         Year                  Y   Certified
## 8839      190371.6900         Year                  Y   Certified
## 8840       71618.2600         Year                  Y   Certified
## 8841      106027.6400         Year                  Y   Certified
## 8842      111350.3700         Year                  Y   Certified
## 8843       40513.8100         Year                  Y   Certified
## 8844       31291.3000         Year                  Y   Certified
## 8845      189361.4000         Year                  N   Certified
## 8847       38062.7000         Year                  Y      Denied
## 8848      111965.7700         Year                  Y   Certified
## 8850       30531.7100         Year                  Y   Certified
## 8852       73699.5400         Year                  Y   Certified
## 8853       71242.7900         Year                  Y   Certified
## 8854       17938.1600         Year                  N   Certified
## 8855       60777.5700         Year                  Y   Certified
## 8856      114615.2300         Year                  N   Certified
## 8857      158883.4800         Year                  Y   Certified
## 8858       49389.9000         Year                  Y   Certified
## 8859      115499.5200         Year                  Y   Certified
## 8860       69310.2500         Year                  Y   Certified
## 8863      153101.4800         Year                  Y      Denied
## 8864       44441.8600         Year                  Y   Certified
## 8865       91934.8300         Year                  Y   Certified
## 8866      123699.4500         Year                  Y   Certified
## 8867       33989.5900         Year                  Y   Certified
## 8868       69306.2900         Year                  Y   Certified
## 8869       31524.7000         Year                  Y      Denied
## 8870      126721.7700         Year                  N   Certified
## 8871      134011.2200         Year                  Y      Denied
## 8873       84868.0500         Year                  Y   Certified
## 8874       82057.3800         Year                  Y   Certified
## 8875      184611.7600         Year                  N   Certified
## 8877      101118.4000         Year                  Y   Certified
## 8878       96751.2400         Year                  Y   Certified
## 8879       37774.7700         Year                  Y      Denied
## 8880       92507.5500         Year                  Y      Denied
## 8881       92542.3500         Year                  Y   Certified
## 8882          45.9315         Hour                  Y      Denied
## 8883      108900.5400         Year                  Y   Certified
## 8884       87728.5600         Year                  Y   Certified
## 8886       41807.5700         Year                  Y      Denied
## 8887       74921.8300         Year                  Y   Certified
## 8889      144234.8600         Week                  Y   Certified
## 8891       29859.7600         Year                  Y   Certified
## 8892       61037.7400         Year                  Y   Certified
## 8894      169681.1200         Year                  Y      Denied
## 8895       72158.2100         Year                  Y   Certified
## 8896      107352.9200         Year                  Y   Certified
## 8897      107533.8200         Year                  Y   Certified
## 8898      101182.9400         Year                  Y   Certified
## 8899        6525.9100         Year                  Y   Certified
## 8900        2190.8500         Year                  Y   Certified
## 8901       49440.9100         Year                  Y   Certified
## 8902       46503.4400         Year                  Y   Certified
## 8903      118187.3000         Year                  Y      Denied
## 8904      174882.9300         Year                  Y   Certified
## 8905       92531.9900         Year                  N   Certified
## 8906       44593.4100         Year                  Y   Certified
## 8908       81389.8200         Year                  Y   Certified
## 8909       82714.5900         Year                  Y   Certified
## 8910         883.8150         Hour                  Y   Certified
## 8911      136932.0800         Year                  Y   Certified
## 8912       37340.0000         Year                  Y   Certified
## 8914       22324.1600         Year                  Y      Denied
## 8915           5.6396         Hour                  Y      Denied
## 8917      169382.4400         Year                  Y   Certified
## 8918       61122.4400         Year                  Y   Certified
## 8919       44137.6600         Year                  N   Certified
## 8920       60910.8600         Year                  Y   Certified
## 8921       44563.9200         Year                  Y   Certified
## 8924       90363.6900         Year                  Y   Certified
## 8925      115786.9800         Year                  Y   Certified
## 8926       62185.1000         Year                  Y   Certified
## 8927       15744.7400         Year                  Y      Denied
## 8928      142493.3300         Year                  Y   Certified
## 8930       75036.4100         Year                  Y   Certified
## 8931       90859.0600         Year                  Y   Certified
## 8932       83050.2000         Year                  Y      Denied
## 8933      128710.4700         Year                  N   Certified
## 8934      101532.8500         Year                  Y   Certified
## 8936        3249.7200         Year                  Y   Certified
## 8937       27208.4000         Year                  Y   Certified
## 8938        4747.5200         Year                  Y   Certified
## 8939      181850.9500         Year                  Y   Certified
## 8941       55406.2600         Year                  Y   Certified
## 8942       38044.9500         Year                  Y   Certified
## 8943       54798.4800         Year                  Y   Certified
## 8947         853.6152         Hour                  Y   Certified
## 8949      109356.3500         Year                  Y   Certified
## 8950        9475.4500         Year                  Y   Certified
## 8951        4832.7900         Year                  Y   Certified
## 8953       60900.9500         Year                  Y      Denied
## 8955       95510.3000         Year                  Y   Certified
## 8956       65441.9300         Year                  Y   Certified
## 8957       63100.6500         Year                  Y   Certified
## 8958       70335.1500         Year                  Y   Certified
## 8960       67116.2800         Year                  Y   Certified
## 8961      113910.5300         Year                  N   Certified
## 8962      105159.8000         Year                  N   Certified
## 8963        5364.3600         Year                  Y      Denied
## 8964       48990.0500         Year                  Y   Certified
## 8965       21956.9500         Year                  Y   Certified
## 8966       45243.0000         Year                  Y   Certified
## 8967       56825.4400         Year                  Y   Certified
## 8970       53543.7100         Year                  N   Certified
## 8971       14783.8200         Year                  Y   Certified
## 8974       55328.8800         Year                  Y   Certified
## 8975       46404.2700         Year                  Y   Certified
## 8976       87927.3700         Year                  Y   Certified
## 8978       81229.7300         Year                  Y   Certified
## 8979        2979.7100         Year                  Y   Certified
## 8980         821.4668         Hour                  Y   Certified
## 8981        3663.1200         Year                  Y   Certified
## 8984       47393.5700         Year                  Y   Certified
## 8985         614.7183         Hour                  Y   Certified
## 8987       66366.1000         Year                  Y      Denied
## 8989       23788.9700         Year                  Y      Denied
## 8990       72555.4000         Year                  Y   Certified
## 8991       63324.3400         Year                  Y      Denied
## 8993       56269.8400         Year                  Y   Certified
## 8994      111258.4500         Year                  Y   Certified
## 8996      132708.5000         Year                  Y   Certified
## 8997      121501.3200         Year                  N   Certified
## 8998       67492.0000         Year                  Y   Certified
## 8999       93610.5500         Year                  Y      Denied
## 9000         783.4324         Hour                  Y   Certified
## 9002       35249.1600         Year                  Y   Certified
## 9004       93553.0500         Year                  Y      Denied
## 9005       14092.3000         Year                  Y      Denied
## 9006       30244.6200         Year                  N   Certified
## 9007      128346.4800         Year                  N   Certified
## 9008      103119.6200         Year                  Y   Certified
## 9010       83574.1800         Year                  Y      Denied
## 9011         433.7437         Hour                  Y      Denied
## 9012       76156.3800         Year                  N   Certified
## 9013       50191.4400         Year                  Y      Denied
## 9014       44791.4400         Year                  Y      Denied
## 9018       20742.9600         Year                  Y   Certified
## 9019      131757.5300         Year                  N   Certified
## 9020      161743.7700         Year                  Y   Certified
## 9021      171642.6800         Year                  Y      Denied
## 9022       40465.2400         Year                  Y   Certified
## 9023      105840.4000         Year                  Y      Denied
## 9024      171485.0800         Year                  Y   Certified
## 9025       85737.5000         Year                  N   Certified
## 9027      135431.2100         Year                  N   Certified
## 9028       14033.0100         Year                  Y   Certified
## 9030       18321.2200         Year                  Y   Certified
## 9031       28856.3200         Year                  Y   Certified
## 9032       15073.3700         Year                  Y   Certified
## 9033       72391.2200         Year                  N      Denied
## 9034       87588.5000         Year                  Y   Certified
## 9036        6697.2400         Year                  Y   Certified
## 9037         577.8283         Hour                  Y   Certified
## 9038       34996.2000         Year                  Y   Certified
## 9039       46663.3500         Year                  Y   Certified
## 9041       31536.3000         Year                  Y   Certified
## 9042      129390.6900         Year                  Y   Certified
## 9043       96316.9800         Year                  Y      Denied
## 9044       31126.3300         Year                  Y   Certified
## 9045      118290.5400         Year                  Y   Certified
## 9046         181.8700         Year                  Y      Denied
## 9047      210465.5000         Year                  Y   Certified
## 9048        6938.4900         Year                  Y      Denied
## 9049       75478.8900         Year                  Y   Certified
## 9050      108556.0800         Year                  Y   Certified
## 9051       84213.5600         Year                  Y   Certified
## 9052         640.8977         Hour                  Y      Denied
## 9053      102651.4800         Year                  Y   Certified
## 9054       11314.6800         Year                  Y   Certified
## 9056      129901.4500         Year                  Y   Certified
## 9057      141986.0400         Year                  Y   Certified
## 9058       81502.5900         Year                  Y      Denied
## 9060       40645.1400         Year                  Y   Certified
## 9061       24341.1500         Year                  Y   Certified
## 9062       95539.8800         Year                  Y   Certified
## 9063       60458.9000         Year                  Y   Certified
## 9064       90193.3600         Year                  Y   Certified
## 9065       29398.8500         Year                  Y   Certified
## 9066      107987.2700         Year                  Y      Denied
## 9068       17831.2200         Year                  Y   Certified
## 9069       70771.7000         Year                  N   Certified
## 9070       53295.7600         Year                  Y   Certified
## 9071      169063.7500         Year                  Y   Certified
## 9072       68701.3400         Year                  Y   Certified
## 9075       17194.4600         Year                  Y   Certified
## 9076       73223.7700         Year                  Y   Certified
## 9077       59193.4300         Year                  Y      Denied
## 9078       78592.4000         Year                  Y   Certified
## 9079      124148.0000         Year                  Y      Denied
## 9080      103859.4300         Year                  Y   Certified
## 9081         691.1057         Hour                  Y      Denied
## 9082      158537.9300         Year                  Y   Certified
## 9083       75887.8300         Year                  Y      Denied
## 9084       50532.2800         Year                  Y   Certified
## 9085       53592.8600         Year                  Y   Certified
## 9088         138.7658         Hour                  Y   Certified
## 9089         929.2098         Hour                  Y   Certified
## 9090      116484.1500         Year                  Y   Certified
## 9091       25842.9800         Year                  Y   Certified
## 9092      155105.5600         Year                  Y   Certified
## 9093       84247.9100         Year                  Y   Certified
## 9094       86389.9300         Year                  Y   Certified
## 9096         666.9302         Hour                  Y   Certified
## 9097      106203.3300         Year                  Y   Certified
## 9099         708.7259         Hour                  Y      Denied
## 9100      125916.8600         Year                  Y   Certified
## 9101      165898.9400         Year                  Y      Denied
## 9103      148495.9100         Year                  N   Certified
## 9104      104471.4900         Year                  Y      Denied
## 9105      175734.6300         Year                  Y   Certified
## 9106      118060.9400         Year                  Y   Certified
## 9107       54567.0300         Year                  Y   Certified
## 9108       79740.3100         Year                  Y   Certified
## 9111      158641.8800         Year                  Y      Denied
## 9113       39788.7900         Year                  Y   Certified
## 9114      165969.4200         Year                  Y      Denied
## 9115       39231.8600         Year                  Y   Certified
## 9118       90124.2500         Year                  Y   Certified
## 9119       83842.4500         Year                  Y   Certified
## 9120      126049.5600         Year                  Y   Certified
## 9122      145564.7600         Year                  Y   Certified
## 9123       18155.1500         Year                  Y   Certified
## 9124      143125.6100         Year                  Y   Certified
## 9125       51507.9700         Year                  Y   Certified
## 9127      137154.3400         Year                  Y   Certified
## 9128       73358.4600         Year                  Y   Certified
## 9129       91150.9500         Year                  Y   Certified
## 9130       63079.5600         Year                  N   Certified
## 9132       23293.3000         Year                  Y      Denied
## 9133       77886.4000         Year                  Y      Denied
## 9135       32705.0700         Year                  N   Certified
## 9136        2134.7800         Year                  Y      Denied
## 9137       48431.1300         Year                  Y   Certified
## 9138       76947.8100         Year                  N   Certified
## 9139      139591.9800         Year                  N   Certified
## 9140      121550.9900         Year                  Y   Certified
## 9141         775.9322         Hour                  Y      Denied
## 9142      151376.0000         Year                  Y   Certified
## 9143       90183.1300         Year                  Y      Denied
## 9144      100463.4700         Year                  Y      Denied
## 9145       79877.7900         Year                  N   Certified
## 9146       91792.3700         Year                  Y   Certified
## 9147      101731.5200         Year                  Y   Certified
## 9148       83761.7500         Year                  Y   Certified
## 9149      162910.3400         Year                  N      Denied
## 9150       59444.9400         Year                  Y   Certified
## 9151       52121.6000         Year                  Y   Certified
## 9152      138044.5600         Year                  Y      Denied
## 9153       91294.4200         Year                  Y   Certified
## 9154       25784.6000         Year                  Y   Certified
## 9155       16448.8900         Year                  Y   Certified
## 9157      131422.2100         Week                  Y   Certified
## 9159       20652.0100         Year                  Y   Certified
## 9160      130456.7700         Year                  Y   Certified
## 9161       58008.8500         Year                  Y      Denied
## 9162         664.6365         Hour                  Y      Denied
## 9164      122566.1400         Year                  Y   Certified
## 9166       60385.5900         Year                  Y   Certified
## 9167       37794.1700         Year                  Y   Certified
## 9168      101589.5500         Year                  Y      Denied
## 9169      121333.6100         Year                  Y   Certified
## 9170       69796.3300         Year                  Y      Denied
## 9171       74022.2300         Year                  Y   Certified
## 9172      120381.7600         Year                  Y   Certified
## 9173         615.4815         Hour                  Y      Denied
## 9174      130429.1800         Year                  N   Certified
## 9175       79023.4100         Year                  Y   Certified
## 9176      211596.7600         Year                  Y   Certified
## 9178        6764.5800         Year                  Y   Certified
## 9179      123194.1000         Year                  Y   Certified
## 9180       67230.4000         Year                  Y      Denied
## 9181        5224.2100         Year                  Y   Certified
## 9183      186337.1800         Year                  N   Certified
## 9184       90902.5500         Year                  N   Certified
## 9186       82923.6300         Year                  N   Certified
## 9187         544.2801         Hour                  Y      Denied
## 9188       84926.4500         Year                  Y   Certified
## 9189       65826.2900         Year                  Y      Denied
## 9190      130611.9200         Year                  N   Certified
## 9191       40200.8700         Year                  Y   Certified
## 9195       80772.4100         Year                  Y   Certified
## 9197      111692.7900         Year                  Y   Certified
## 9199      133347.7100         Year                  Y      Denied
## 9200      115755.8400         Year                  Y      Denied
## 9201       32317.5200         Year                  Y   Certified
## 9202         987.2659         Hour                  Y      Denied
## 9204       26530.1500         Year                  Y   Certified
## 9205      120960.2500         Year                  N      Denied
## 9206       77776.0400         Year                  Y   Certified
## 9207      136430.4900         Year                  Y   Certified
## 9209         150.4000         Hour                  Y   Certified
## 9210       26690.0500         Year                  Y   Certified
## 9211         679.4535         Hour                  Y   Certified
## 9213        4543.3100         Year                  Y   Certified
## 9216      106848.0100         Year                  N   Certified
## 9217      117406.9400         Year                  Y   Certified
## 9218      158901.1100         Year                  Y   Certified
## 9219       24444.2500         Year                  Y   Certified
## 9220      141075.3700         Year                  Y      Denied
## 9221       11039.6400         Year                  Y   Certified
## 9222      112594.0300         Year                  Y   Certified
## 9223       36177.4200         Year                  Y      Denied
## 9224       62518.0400         Year                  N      Denied
## 9225        2441.6900         Year                  Y      Denied
## 9226       85369.0500         Year                  Y   Certified
## 9227       70136.6300         Year                  Y   Certified
## 9228      100860.9000         Year                  Y   Certified
## 9229       68272.5700         Year                  Y      Denied
## 9231      102520.8500         Year                  Y   Certified
## 9232         470.6299         Hour                  Y      Denied
## 9233       90002.5700         Year                  Y   Certified
## 9235        8045.9800         Year                  Y   Certified
## 9236       56509.6100         Year                  Y   Certified
## 9238       87497.4400         Year                  Y   Certified
## 9239        3556.8300         Year                  Y   Certified
## 9240       76168.8800         Year                  Y   Certified
## 9242         270.2818         Hour                  Y   Certified
## 9243       11810.3600         Year                  Y   Certified
## 9244       75483.1600         Year                  Y   Certified
## 9245       14439.3800         Year                  N   Certified
## 9246       82428.3900         Year                  Y   Certified
## 9247       44775.6600         Year                  Y   Certified
## 9248      101621.4300         Year                  N   Certified
## 9249       33063.1800         Year                  Y   Certified
## 9250       43410.3300         Year                  Y   Certified
## 9251         294.9257         Hour                  Y   Certified
## 9252       58191.8000         Year                  Y   Certified
## 9253        2952.0800         Year                  Y   Certified
## 9254       99203.1000         Year                  N   Certified
## 9255       11524.5500         Year                  Y      Denied
## 9256      106098.6500         Year                  Y      Denied
## 9258      137969.1600         Year                  Y   Certified
## 9261      124449.1800         Year                  Y   Certified
## 9262      137807.5500         Year                  N   Certified
## 9263      112694.5200         Year                  Y   Certified
## 9265      133514.3800         Year                  Y   Certified
## 9266       59127.2700         Year                  Y      Denied
## 9267       67562.6900         Week                  Y   Certified
## 9268         414.9863         Hour                  Y   Certified
## 9269       83428.9600         Year                  Y   Certified
## 9270      131789.3100         Year                  Y      Denied
## 9271       83263.2700         Year                  Y   Certified
## 9272       33333.0600         Year                  Y   Certified
## 9273      155183.3300         Year                  Y   Certified
## 9274       90569.3500         Year                  N      Denied
## 9275       70232.6500         Year                  Y   Certified
## 9277       37323.5800         Week                  Y   Certified
## 9278      155150.0900         Year                  Y   Certified
## 9279      137058.0800         Year                  Y      Denied
## 9280      146170.1600         Year                  Y   Certified
## 9281       99664.8900         Year                  Y      Denied
## 9282          74.4049         Hour                  Y   Certified
## 9283       50268.9900        Month                  Y   Certified
## 9284       81785.1300         Year                  Y   Certified
## 9286       30807.6100         Year                  Y   Certified
## 9287       56932.0400         Year                  Y      Denied
## 9288       89146.5000         Year                  Y      Denied
## 9290       23053.7900         Year                  Y   Certified
## 9292       66903.1100         Year                  Y   Certified
## 9293         643.4375         Hour                  Y      Denied
## 9294        8760.9900         Year                  Y   Certified
## 9295       42691.9700         Year                  Y   Certified
## 9296       57063.0100         Year                  Y   Certified
## 9297         386.2526         Hour                  Y      Denied
## 9299       55011.9800         Year                  Y   Certified
## 9300       97714.6400         Year                  Y   Certified
## 9301       96689.0800         Year                  Y   Certified
## 9302       29667.7100         Year                  Y      Denied
## 9303       17133.4400         Week                  Y   Certified
## 9304       25279.6500         Year                  Y   Certified
## 9305      127934.5900         Year                  Y   Certified
## 9306       95569.2500         Year                  Y   Certified
## 9307      121496.2000         Year                  N   Certified
## 9308       35344.4200         Year                  Y      Denied
## 9309         335.2274         Hour                  Y      Denied
## 9311      210273.6600         Year                  Y   Certified
## 9312      109517.4100         Year                  Y      Denied
## 9313       31901.8900         Year                  Y   Certified
## 9314       23291.9400         Year                  Y   Certified
## 9315      135439.6500         Year                  N   Certified
## 9316       10715.6200         Year                  Y   Certified
## 9317       46487.0100         Year                  Y   Certified
## 9318         330.1460         Hour                  Y      Denied
## 9319       91164.5100         Year                  Y   Certified
## 9320       23130.5800         Year                  Y      Denied
## 9321       41735.5000         Year                  Y   Certified
## 9322       89543.6800         Year                  Y   Certified
## 9324      118319.5700         Year                  Y   Certified
## 9325       58938.7500         Year                  Y   Certified
## 9326       50756.1500         Year                  Y   Certified
## 9327       82044.2400         Year                  Y   Certified
## 9328      152195.6700         Year                  Y      Denied
## 9329      107608.2800         Year                  Y   Certified
## 9330       61499.1700         Year                  Y      Denied
## 9331      121838.7300        Month                  Y      Denied
## 9333       49786.3500         Year                  Y   Certified
## 9335      131764.8500         Year                  Y      Denied
## 9338      127069.4500         Week                  Y      Denied
## 9339       55065.3500         Year                  Y      Denied
## 9340       82231.3300         Year                  Y   Certified
## 9341       74880.8800         Year                  Y   Certified
## 9342       63571.5900         Year                  Y   Certified
## 9343      110656.9400         Year                  N   Certified
## 9344       78957.6700         Year                  Y      Denied
## 9345      146269.2700         Year                  N   Certified
## 9346      135634.9500         Year                  Y   Certified
## 9347        7087.9300         Year                  Y   Certified
## 9349       41542.4400         Year                  Y      Denied
## 9350       67993.8700         Year                  Y   Certified
## 9351       45285.5100         Year                  Y   Certified
## 9352       64646.4100         Year                  N      Denied
## 9354       79806.4700         Year                  Y   Certified
## 9355        3271.1900         Week                  Y   Certified
## 9356       51032.2200         Year                  Y   Certified
## 9358       55908.4400         Year                  Y   Certified
## 9359       90230.3500         Year                  Y   Certified
## 9360      133005.8600         Year                  Y   Certified
## 9361      152398.8300         Week                  Y      Denied
## 9362         805.1310         Hour                  Y      Denied
## 9363      109784.8100         Year                  Y      Denied
## 9364          84.9745         Hour                  Y      Denied
## 9365       50817.2200         Year                  Y   Certified
## 9366       92505.0500         Year                  Y   Certified
## 9367       45696.6400         Year                  Y   Certified
## 9368         433.3591         Hour                  Y      Denied
## 9369      183952.2300         Year                  N      Denied
## 9371       62643.1400         Year                  Y   Certified
## 9372       88698.9100         Year                  Y      Denied
## 9373       95942.2600         Year                  N   Certified
## 9374       21406.0200         Year                  Y      Denied
## 9376      157796.2400         Year                  Y   Certified
## 9378       27272.7400         Year                  Y   Certified
## 9380       44991.7000         Year                  Y   Certified
## 9381       42436.7400         Year                  Y      Denied
## 9382       40163.1800         Week                  Y   Certified
## 9383       50739.0200         Year                  Y      Denied
## 9384      103119.7800         Year                  Y   Certified
## 9385       61286.3200         Year                  Y      Denied
## 9386       63980.7500         Year                  Y      Denied
## 9387      104100.8300         Year                  Y      Denied
## 9388       19581.2100         Year                  Y   Certified
## 9390       88848.6800         Year                  Y   Certified
## 9392       11536.1100         Year                  Y   Certified
## 9393      140421.0800         Year                  Y      Denied
## 9394       91696.7500         Year                  Y   Certified
## 9395       24475.8400         Year                  Y   Certified
## 9396      148252.4200         Year                  Y   Certified
## 9397       45731.6900         Year                  Y      Denied
## 9398         101.8936         Hour                  Y      Denied
## 9400      102154.0800         Year                  Y      Denied
## 9401       39913.9800         Year                  Y   Certified
## 9402       57934.2800         Year                  Y   Certified
## 9404       39938.6500         Year                  Y   Certified
## 9405      110222.4900         Year                  Y   Certified
## 9406      130429.7300         Year                  Y      Denied
## 9407       63123.0200         Year                  Y   Certified
## 9408      160822.5000         Year                  Y   Certified
## 9409      131032.9900         Year                  Y   Certified
## 9410       63210.2200         Year                  N   Certified
## 9411       20187.6200         Year                  Y   Certified
## 9412      155754.9000         Year                  N   Certified
## 9413       38451.1700         Year                  N   Certified
## 9414         118.3900         Hour                  Y      Denied
## 9415       55257.6800         Year                  Y   Certified
## 9418       39941.4900         Year                  Y      Denied
## 9419       56025.4300         Year                  N   Certified
## 9420       18910.8500         Year                  Y   Certified
## 9422        6474.8400         Year                  Y      Denied
## 9423       37961.0200         Year                  Y      Denied
## 9425      106414.1900         Year                  Y   Certified
## 9426       98462.8900         Year                  Y   Certified
## 9427       35077.3900         Year                  Y   Certified
## 9429      102530.8200         Year                  Y      Denied
## 9430       57216.9200         Year                  Y   Certified
## 9431      135900.8200         Year                  Y   Certified
## 9432       24963.3700         Year                  Y      Denied
## 9433       54111.2100         Year                  Y      Denied
## 9436       27175.2600         Year                  Y   Certified
## 9437      107651.4800         Year                  Y   Certified
## 9439       25292.7100         Year                  Y   Certified
## 9440      104280.9100         Year                  Y   Certified
## 9441      111014.7800         Year                  Y   Certified
## 9444       77311.1400         Year                  Y   Certified
## 9446       14319.0200         Year                  Y   Certified
## 9447      133514.8700         Year                  Y   Certified
## 9449       48322.7100         Year                  Y   Certified
## 9450      142063.9100         Year                  N   Certified
## 9452       11593.7200         Year                  Y   Certified
## 9453      126532.1100         Year                  N   Certified
## 9455       35920.1100         Year                  Y   Certified
## 9456      101194.5500         Year                  Y   Certified
## 9457        4839.9800         Year                  N      Denied
## 9459      133614.0500         Year                  Y      Denied
## 9460      127222.2300         Year                  N   Certified
## 9461       70494.8300         Year                  Y   Certified
## 9463       53925.1400         Year                  Y   Certified
## 9464       63168.8800         Year                  Y   Certified
## 9465       51174.8400         Year                  Y   Certified
## 9466        4062.3400         Year                  Y      Denied
## 9467      110623.6100         Year                  Y   Certified
## 9468      160820.4200         Year                  N   Certified
## 9469       68418.0000         Year                  Y      Denied
## 9470       81805.3500         Year                  Y   Certified
## 9471      198976.9800         Year                  Y      Denied
## 9472         784.9041         Hour                  Y      Denied
## 9473       84094.0600         Year                  Y      Denied
## 9474       84484.5900         Year                  Y   Certified
## 9475       41663.2000         Year                  Y   Certified
## 9476        7406.8000         Year                  Y   Certified
## 9478      108866.6700         Year                  Y   Certified
## 9479       12250.1700         Year                  Y   Certified
## 9480       19912.1400         Year                  Y   Certified
## 9481       59154.8000         Year                  Y   Certified
## 9482       70185.4500         Year                  Y      Denied
## 9483       53971.4200         Year                  Y   Certified
## 9484       96948.1600         Year                  Y      Denied
## 9485       79442.3200         Year                  Y   Certified
## 9486       33792.8100         Year                  Y      Denied
## 9487       50110.1300         Year                  Y   Certified
## 9488       82889.4900         Year                  Y   Certified
## 9489      178385.8900         Year                  Y   Certified
## 9490      130446.3100         Year                  Y   Certified
## 9491       35298.8000         Year                  Y   Certified
## 9492      131476.2600         Year                  Y      Denied
## 9493      115844.9800         Year                  Y      Denied
## 9494       59604.4200         Year                  Y   Certified
## 9495      142696.2700        Month                  Y   Certified
## 9497      210051.9700         Year                  Y   Certified
## 9498       66212.3300         Year                  N   Certified
## 9499       67587.5900         Year                  Y   Certified
## 9500       37646.8900         Year                  Y      Denied
## 9501      110308.6000         Year                  Y      Denied
## 9503       88858.1100         Year                  Y   Certified
## 9504      129954.0400         Year                  Y      Denied
## 9505       88109.6400         Year                  Y   Certified
## 9506       86349.0900         Year                  Y   Certified
## 9507       68433.5100         Year                  Y      Denied
## 9508      109589.3500         Year                  Y   Certified
## 9509       82889.7500         Year                  Y   Certified
## 9510       56980.9000         Year                  Y      Denied
## 9511       24354.6900         Year                  Y      Denied
## 9513       13861.4200         Year                  Y   Certified
## 9514       45567.2600         Year                  N   Certified
## 9515      109195.6500         Year                  N   Certified
## 9516       93877.2700         Year                  Y   Certified
## 9517       58992.1400         Year                  Y   Certified
## 9518       56113.1600         Year                  Y   Certified
## 9521       26060.0600         Year                  Y      Denied
## 9522       56001.2400         Year                  Y   Certified
## 9523      145695.8300         Year                  Y   Certified
## 9524        8954.0600         Year                  Y      Denied
## 9525       12709.2100         Year                  Y   Certified
## 9528       27027.4600         Year                  Y   Certified
## 9529       80601.2800         Year                  N   Certified
## 9530      117845.9400         Year                  Y   Certified
## 9531        8624.6900         Year                  Y      Denied
## 9532      145248.4100         Year                  Y   Certified
## 9533      138536.5600         Year                  Y   Certified
## 9534       30753.2000         Year                  Y      Denied
## 9535       31871.4300         Year                  Y   Certified
## 9536      139063.3700         Year                  Y   Certified
## 9537          34.5971         Hour                  Y      Denied
## 9538       60317.1400         Year                  Y   Certified
## 9539      107378.9800         Year                  Y   Certified
## 9540       82147.7000         Year                  Y   Certified
## 9541      103642.0300         Year                  Y   Certified
## 9543       64824.1000         Year                  Y      Denied
## 9544      115264.2700         Year                  Y   Certified
## 9545       31305.4100         Year                  Y      Denied
## 9546         107.6856         Hour                  Y      Denied
## 9547         670.6567         Hour                  Y   Certified
## 9548       19240.8500         Year                  Y   Certified
## 9549       49701.6800         Year                  Y   Certified
## 9550        2957.5800         Year                  Y      Denied
## 9551       82376.9700         Year                  Y   Certified
## 9552       51231.0800         Year                  Y   Certified
## 9553       92629.2800         Year                  Y   Certified
## 9554         402.6269         Hour                  Y      Denied
## 9556      123689.5400         Year                  Y      Denied
## 9557      142375.2300         Year                  Y   Certified
## 9560       88618.4600         Year                  Y      Denied
## 9561       51809.0600         Year                  Y      Denied
## 9562       17390.9600         Year                  Y   Certified
## 9564       49432.6500         Year                  Y   Certified
## 9565      125966.6800         Year                  Y   Certified
## 9566      128927.5900         Year                  Y   Certified
## 9567       43040.4900         Year                  Y      Denied
## 9568      101053.2900         Year                  N   Certified
## 9569         171.0384         Hour                  Y      Denied
## 9570      132834.1400         Year                  Y   Certified
## 9571       95633.6300         Year                  Y      Denied
## 9572         921.9320         Hour                  Y      Denied
## 9573      107855.8900         Year                  Y      Denied
## 9574       44218.4200         Year                  Y   Certified
## 9575       92074.1600         Year                  Y   Certified
## 9577       77492.0000         Year                  Y   Certified
## 9578       53447.4300         Year                  N   Certified
## 9579      128016.4200         Year                  Y   Certified
## 9581         373.2143         Hour                  Y   Certified
## 9582       73870.5000         Year                  Y   Certified
## 9583       60039.1500         Year                  Y   Certified
## 9585      109543.9000         Year                  Y   Certified
## 9586      123102.0400         Year                  Y      Denied
## 9587      120183.8400         Year                  Y   Certified
## 9589       55340.9800         Year                  Y   Certified
## 9591         308.6501         Hour                  Y      Denied
## 9592      100653.0700         Year                  Y   Certified
## 9593       98070.6500         Year                  Y   Certified
## 9594       95806.5700         Year                  Y   Certified
## 9595       15914.2300         Year                  Y   Certified
## 9596         842.6023         Hour                  Y   Certified
## 9597      103168.2000         Year                  Y   Certified
## 9598       20507.2100         Year                  Y   Certified
## 9599      102755.6600         Year                  N      Denied
## 9600       81533.3400         Year                  Y   Certified
## 9601      122959.9800         Year                  N      Denied
## 9602       75669.5200         Year                  Y      Denied
## 9604       47667.3600         Year                  Y   Certified
## 9605       40336.0800         Year                  Y   Certified
## 9606       91797.2700         Year                  Y   Certified
## 9607      102974.4000         Year                  Y   Certified
## 9608      126352.8800         Year                  Y      Denied
## 9609       36034.1100         Year                  Y      Denied
## 9610      110761.5900         Year                  Y   Certified
## 9611       60741.7200         Year                  Y   Certified
## 9612       89452.2900         Year                  Y      Denied
## 9613      108976.4300         Year                  Y   Certified
## 9614       31311.9700         Year                  Y      Denied
## 9615       95780.6000         Week                  Y      Denied
## 9617       91410.9100         Year                  N      Denied
## 9618      144555.3300         Year                  Y   Certified
## 9619       99015.6200         Year                  Y      Denied
## 9620       72965.2200         Year                  Y   Certified
## 9621       30010.9900         Year                  Y      Denied
## 9622      140601.7400         Year                  Y   Certified
## 9623      184360.4000         Year                  Y   Certified
## 9624      204868.8300         Year                  Y   Certified
## 9625       55115.4300         Year                  Y   Certified
## 9626      187776.6400         Year                  Y   Certified
## 9627       67462.4000         Year                  Y   Certified
## 9628       56119.7800         Year                  Y      Denied
## 9629      113770.1600         Year                  Y      Denied
## 9630       15752.2700         Year                  Y   Certified
## 9631       36030.0000         Year                  Y   Certified
## 9632         368.8500         Hour                  Y   Certified
## 9633         618.2058         Hour                  Y      Denied
## 9634       60217.1500         Year                  Y   Certified
## 9636       51480.4200         Year                  Y   Certified
## 9637         114.8200         Hour                  Y   Certified
## 9638       61487.2500         Year                  Y   Certified
## 9639        8301.3400         Year                  Y   Certified
## 9640       62525.2800         Year                  Y      Denied
## 9641      211408.1100         Year                  Y      Denied
## 9642       29671.9400         Year                  Y   Certified
## 9643       48843.4000         Year                  Y   Certified
## 9645       13703.7100         Year                  Y   Certified
## 9646      130305.0900         Year                  Y   Certified
## 9647       78109.1500         Year                  Y   Certified
## 9648      152041.1100         Year                  Y      Denied
## 9650       46551.2700         Year                  Y   Certified
## 9651       29360.9300         Year                  Y   Certified
## 9652       94806.9500         Year                  Y   Certified
## 9653       19125.5600         Year                  Y   Certified
## 9654       89567.6600         Year                  Y   Certified
## 9655       81966.9200         Year                  N   Certified
## 9657       68450.7000         Year                  Y      Denied
## 9658      135501.8200         Year                  Y   Certified
## 9659       26313.3600         Year                  Y   Certified
## 9660      106083.4500         Year                  Y   Certified
## 9661         273.2008         Hour                  Y      Denied
## 9663       85349.2600         Year                  Y   Certified
## 9664       67509.3100         Year                  N   Certified
## 9666       33386.2900         Year                  Y      Denied
## 9667      158508.2400         Year                  N      Denied
## 9669      120817.0500         Year                  Y   Certified
## 9671       47437.2900         Year                  Y   Certified
## 9672       34112.3700         Year                  Y      Denied
## 9673      139105.1100         Year                  Y      Denied
## 9676      192084.3700         Year                  N   Certified
## 9677         183.9091         Hour                  Y   Certified
## 9679         298.5088         Hour                  Y      Denied
## 9680      129873.1800         Year                  Y   Certified
## 9681       35668.9800         Year                  Y   Certified
## 9682       72238.7900         Year                  Y      Denied
## 9683       58187.7500         Week                  Y   Certified
## 9684       43711.2400         Year                  Y      Denied
## 9685      214287.3700         Year                  Y   Certified
## 9687      124541.4800         Year                  Y      Denied
## 9688      120807.4300         Year                  Y      Denied
## 9689       89538.5600         Year                  Y   Certified
## 9690      215193.0100         Year                  N   Certified
## 9691         159.2978         Hour                  Y      Denied
## 9692       81767.1700         Year                  Y   Certified
## 9693       49801.1600         Year                  Y      Denied
## 9695      124934.6000         Year                  Y      Denied
## 9696      165837.1100         Year                  Y   Certified
## 9697       48974.3000         Year                  Y      Denied
## 9699       31538.0000         Year                  Y      Denied
## 9701      118331.0500         Year                  Y   Certified
## 9702      137479.0600         Year                  Y   Certified
## 9703       12019.3100         Year                  Y   Certified
## 9704         327.6123         Hour                  Y      Denied
## 9706         937.1977         Hour                  Y      Denied
## 9707       93871.6700         Year                  Y   Certified
## 9708      130289.7400         Year                  Y   Certified
## 9711       72856.7800         Year                  Y   Certified
## 9712       99099.7700         Year                  N   Certified
## 9713      115734.9300         Year                  N   Certified
## 9714      133634.7800         Year                  N      Denied
## 9715       19434.0400         Year                  Y      Denied
## 9716      190513.2200         Year                  N   Certified
## 9717       13713.7400         Year                  Y   Certified
## 9718       72193.6700         Year                  Y   Certified
## 9719      110470.5800         Year                  Y   Certified
## 9720        9519.2900         Year                  Y   Certified
## 9721       21591.3700         Year                  Y   Certified
## 9722       86951.7900         Year                  Y      Denied
## 9724       13307.9900         Year                  Y      Denied
## 9725       71550.5400         Year                  N      Denied
## 9726      114372.6900         Year                  Y   Certified
## 9727      128264.1200         Year                  Y   Certified
## 9728      110986.9900         Year                  Y   Certified
## 9731       34446.6500         Year                  Y   Certified
## 9733       96696.5400         Year                  Y   Certified
## 9734       78181.5600         Year                  N      Denied
## 9737       50743.3200         Year                  Y      Denied
## 9738       60932.9700         Year                  Y   Certified
## 9739       84714.6900         Year                  Y      Denied
## 9740       60855.8300         Year                  Y      Denied
## 9741       64336.9700         Year                  Y   Certified
## 9742      125382.3100         Year                  N   Certified
## 9743       27760.7200         Year                  Y   Certified
## 9745      124993.4700         Year                  Y      Denied
## 9746       94882.0000         Year                  Y   Certified
## 9747       91463.4600         Year                  Y   Certified
## 9748       51004.4300         Year                  Y   Certified
## 9749       74030.9300         Year                  Y      Denied
## 9750       84586.3200         Year                  N   Certified
## 9751       86187.9600         Year                  Y      Denied
## 9752      103948.6000         Year                  N   Certified
## 9753         386.9500         Year                  Y   Certified
## 9755      118491.3400         Year                  N   Certified
## 9756      150542.6300         Year                  Y      Denied
## 9757      144393.3500         Year                  N   Certified
## 9758       44364.9800         Year                  N   Certified
## 9759       77003.8300         Year                  Y      Denied
## 9760       65716.5400         Year                  Y   Certified
## 9761      144388.8800         Year                  Y   Certified
## 9762       85403.4600         Year                  Y   Certified
## 9765       65174.1600         Year                  Y   Certified
## 9767      122418.2900         Year                  N   Certified
## 9768       63981.8600         Year                  Y   Certified
## 9769       97816.2900         Year                  Y   Certified
## 9770         800.2398         Hour                  Y      Denied
## 9771       35304.3200         Year                  N   Certified
## 9772       19704.9800         Year                  Y      Denied
## 9773      176536.6300         Year                  N      Denied
## 9774       51498.7200         Year                  Y      Denied
## 9775       99351.1800         Year                  Y   Certified
## 9776       33164.8300         Year                  Y   Certified
## 9777       48042.8000         Year                  Y   Certified
## 9778      126243.0500         Year                  N   Certified
## 9779         115.8100         Year                  Y   Certified
## 9780       32371.8900         Year                  Y   Certified
## 9781        1706.8200         Year                  Y   Certified
## 9782       66412.3200         Year                  Y   Certified
## 9783      166907.5200         Year                  N   Certified
## 9784       87776.4200         Year                  Y      Denied
## 9785      110745.7400         Year                  Y   Certified
## 9786       39483.1000         Year                  Y   Certified
## 9788       16718.5400         Year                  Y      Denied
## 9790      109203.0400         Year                  Y      Denied
## 9791      148135.1100         Year                  Y      Denied
## 9792      107528.1100         Year                  Y   Certified
## 9793       14666.8500         Year                  Y      Denied
## 9795       91503.5400         Year                  Y      Denied
## 9797       97914.1400         Year                  Y      Denied
## 9798       58109.5900         Year                  Y   Certified
## 9799       40925.4900         Year                  Y   Certified
## 9800      140620.7700         Year                  Y   Certified
## 9801         252.2732         Hour                  Y      Denied
## 9802       18071.6700         Year                  Y   Certified
## 9803       92841.7500         Year                  N   Certified
## 9804      179740.3100         Year                  Y   Certified
## 9805       56847.2200         Year                  Y   Certified
## 9806      132152.0400         Year                  Y      Denied
## 9807       88719.1100         Year                  Y   Certified
## 9808       80719.4300         Year                  Y   Certified
## 9809          65.1106         Hour                  Y      Denied
## 9810       22228.3600         Year                  Y   Certified
## 9811      135057.3100         Year                  Y   Certified
## 9812         325.1749         Hour                  Y      Denied
## 9813       93212.1700         Year                  Y      Denied
## 9814          58.5331         Hour                  Y      Denied
## 9815       47907.3100         Year                  Y   Certified
## 9818       62810.3800         Year                  Y   Certified
## 9820         638.0200         Year                  Y      Denied
## 9821        4557.5300         Year                  Y      Denied
## 9823      125201.1000         Year                  Y   Certified
## 9824      112208.5200         Year                  N   Certified
## 9825       13531.1900         Year                  Y   Certified
## 9826        7867.1000         Year                  Y      Denied
## 9828       83703.2400         Year                  Y      Denied
## 9829       47179.4100         Year                  Y      Denied
## 9830      113057.8800         Year                  Y   Certified
## 9831      121165.3500         Year                  N   Certified
## 9833       72152.9900         Year                  Y      Denied
## 9834       55322.1800         Year                  Y   Certified
## 9835       72852.0100         Year                  Y      Denied
## 9836        5862.4700         Year                  Y   Certified
## 9837      103087.4500         Year                  Y   Certified
## 9838       16450.9900         Year                  Y   Certified
## 9839       74041.6300         Year                  Y   Certified
## 9840       90701.3600         Year                  Y   Certified
## 9841       94600.0000         Year                  Y   Certified
## 9842      131674.1900         Year                  Y   Certified
## 9843      142122.6200         Year                  Y   Certified
## 9844       94980.9500         Year                  Y   Certified
## 9845       45673.7700         Year                  Y   Certified
## 9846       95377.7500         Year                  Y      Denied
## 9847      122716.6800         Year                  Y   Certified
## 9848      106814.9300         Year                  Y   Certified
## 9849      113661.4200         Year                  Y   Certified
## 9850       66081.5800         Year                  Y      Denied
## 9851       82102.1100         Year                  N   Certified
## 9852       17300.3700         Year                  Y   Certified
## 9854       33452.1500         Year                  N   Certified
## 9855       63652.1500         Year                  Y      Denied
## 9856      105597.2500         Year                  Y   Certified
## 9858       95435.3200         Year                  Y   Certified
## 9860       70645.9700         Year                  Y      Denied
## 9862      185317.2700         Year                  N   Certified
## 9863       79532.6200         Year                  Y   Certified
## 9864       30797.0400         Year                  Y   Certified
## 9865       64774.2400         Year                  Y      Denied
## 9867       54687.3000         Year                  Y   Certified
## 9869       40137.7800         Year                  Y   Certified
## 9870      114353.2800         Year                  Y      Denied
## 9872      138619.1500         Year                  Y   Certified
## 9873       37397.0500         Year                  Y   Certified
## 9874         338.0171         Hour                  Y      Denied
## 9875      181455.3400         Year                  Y   Certified
## 9876      158132.1400         Year                  Y   Certified
## 9877      129822.9300         Year                  Y   Certified
## 9878         587.7049         Hour                  Y   Certified
## 9879       20553.8000         Year                  Y   Certified
## 9880       89112.8800         Year                  N   Certified
## 9881       38073.4400         Year                  Y   Certified
## 9882       58049.1300         Year                  Y   Certified
## 9883       21851.0900         Year                  Y      Denied
## 9884         590.1546         Hour                  Y      Denied
## 9886      144167.1600         Year                  N   Certified
## 9887      148759.4300         Year                  Y   Certified
## 9888       90905.7400         Year                  Y   Certified
## 9889       24033.7000         Year                  Y   Certified
## 9890       96040.3500         Year                  Y      Denied
## 9891       69869.4000        Month                  Y      Denied
## 9892       92740.9800         Year                  Y   Certified
## 9893       65505.0200         Year                  Y      Denied
## 9894       75713.2400         Year                  Y   Certified
## 9896      207377.5100         Year                  Y   Certified
## 9897       31320.5900         Year                  Y   Certified
## 9901        4724.8100         Year                  Y   Certified
## 9902       19338.7800         Year                  Y   Certified
## 9903         674.0447         Hour                  Y   Certified
## 9904       26051.2900         Year                  Y   Certified
## 9905       11642.8100         Year                  Y      Denied
## 9906         105.0800         Hour                  Y      Denied
## 9907       84091.7900         Year                  Y   Certified
## 9908       90245.3800         Year                  Y   Certified
## 9909      124218.4400         Year                  Y   Certified
## 9910       85438.1500         Year                  Y   Certified
## 9911       67954.3800         Year                  Y      Denied
## 9912      154722.7600         Year                  Y      Denied
## 9914         814.6128         Hour                  Y      Denied
## 9915         889.4838         Hour                  Y   Certified
## 9917       75626.6200         Year                  Y      Denied
## 9918      126319.2000         Year                  Y   Certified
## 9919       35611.6100         Year                  N   Certified
## 9920       52181.5000         Year                  Y      Denied
## 9921         424.0800         Year                  Y      Denied
## 9922       71441.6300         Year                  Y   Certified
## 9923       22220.6500         Year                  N   Certified
## 9924       57938.0500         Year                  Y      Denied
## 9925       75993.5900         Year                  Y   Certified
## 9926       50607.2400         Year                  N   Certified
## 9928      180110.1500         Year                  Y      Denied
## 9930         236.8610         Hour                  Y      Denied
## 9931       52706.6400         Year                  Y   Certified
## 9932       68978.6300         Year                  Y      Denied
## 9934      102961.3700         Year                  Y   Certified
## 9936       12649.8500         Year                  Y   Certified
## 9938      206657.7300         Year                  N      Denied
## 9939       72290.8000         Year                  N   Certified
## 9940       22263.9000         Year                  Y   Certified
## 9941      119511.4500         Year                  Y   Certified
## 9942       37840.4400         Year                  N   Certified
## 9944       78381.4800         Year                  Y   Certified
## 9945       31968.8100         Year                  Y   Certified
## 9946      111435.7700         Year                  N   Certified
## 9947      199553.2000         Year                  N      Denied
## 9948       57844.6300         Year                  Y   Certified
## 9949      149704.5000         Year                  Y   Certified
## 9950       79984.1000         Year                  N   Certified
## 9953       72837.2900         Year                  Y   Certified
## 9954         241.6995         Hour                  Y   Certified
## 9955         572.1175         Hour                  Y   Certified
## 9956       99446.0100         Year                  N   Certified
## 9957      121933.8900         Year                  N   Certified
## 9958       82403.0500         Year                  Y   Certified
## 9959      109333.1200         Year                  Y   Certified
## 9960       92360.9900         Year                  Y   Certified
## 9961       82186.6500         Year                  N      Denied
## 9962       30693.7000         Year                  Y   Certified
## 9963      110338.8500         Year                  Y   Certified
## 9964      117228.0900         Year                  N   Certified
## 9965       37960.1100         Year                  Y   Certified
## 9966       96481.5100         Year                  Y   Certified
## 9967       96652.4200         Year                  Y      Denied
## 9968      137446.0300         Year                  Y   Certified
## 9969       78318.0500         Year                  Y      Denied
## 9970       43246.3500         Year                  N   Certified
## 9972       19201.9900         Year                  Y   Certified
## 9973       41979.5100         Year                  Y   Certified
## 9974         108.3100         Hour                  Y   Certified
## 9975       40731.8500         Year                  Y   Certified
## 9977       80561.6100         Year                  N      Denied
## 9978       78690.9500         Year                  Y   Certified
## 9979       53164.4400         Year                  Y   Certified
## 9982       22386.1500         Year                  Y   Certified
## 9983       70579.0800         Year                  Y      Denied
## 9984      114320.1900         Year                  Y      Denied
## 9985       80361.4200         Year                  N   Certified
## 9987      211405.6000         Year                  Y      Denied
## 9988       89608.8200         Year                  Y   Certified
## 9989      120298.2800         Year                  Y      Denied
## 9990      118029.4800         Year                  Y   Certified
## 9991       78878.5600         Year                  Y   Certified
## 9992       46061.4900         Year                  Y   Certified
## 9993        4877.3100         Year                  Y   Certified
## 9994       83847.9900         Year                  Y      Denied
## 9995       72802.9800         Year                  Y      Denied
## 9996         666.8553         Hour                  Y      Denied
## 9999         116.3800         Hour                  Y      Denied
## 10001      51993.8200         Year                  Y      Denied
## 10002      61843.6900         Year                  Y      Denied
## 10003     206851.1800         Year                  Y      Denied
## 10004      57317.0700         Year                  Y   Certified
## 10005     210460.6000         Year                  Y   Certified
## 10007          9.5331         Hour                  Y      Denied
## 10009      83296.4900         Year                  Y   Certified
## 10010      33501.5400         Year                  Y   Certified
## 10011        849.9988         Hour                  Y   Certified
## 10012      14130.7600         Year                  Y   Certified
## 10013     118371.8200         Year                  Y   Certified
## 10014      31323.4200         Year                  Y      Denied
## 10015     114292.1400        Month                  Y      Denied
## 10016      27934.3700         Year                  Y   Certified
## 10018       3339.5000         Year                  Y   Certified
## 10019      12317.2900         Year                  Y   Certified
## 10020     128525.1900         Year                  Y   Certified
## 10021      11059.3500         Year                  Y   Certified
## 10022      52477.7400         Year                  N      Denied
## 10023      96587.9000         Year                  Y   Certified
## 10024     101359.6200         Year                  N   Certified
## 10025      93791.0100         Week                  Y   Certified
## 10026     105353.7400         Year                  Y   Certified
## 10027      37890.1500         Year                  Y   Certified
## 10029      21892.6400         Year                  Y   Certified
## 10030     112215.8200         Year                  Y   Certified
## 10031     129679.0600         Year                  Y   Certified
## 10032      10561.5700         Year                  Y   Certified
## 10033     201066.8800         Year                  Y   Certified
## 10034     146574.9400         Year                  N   Certified
## 10035      73117.0400         Year                  Y      Denied
## 10036      54363.4900         Year                  Y      Denied
## 10037      95042.3300         Year                  Y   Certified
## 10038     146558.4200         Year                  Y   Certified
## 10040      39799.2600         Year                  N   Certified
## 10043      93152.5500         Year                  Y   Certified
## 10045      83684.4700         Year                  Y      Denied
## 10046      29465.0800         Year                  N      Denied
## 10047        617.8178         Hour                  Y      Denied
## 10051      67609.9600         Year                  N   Certified
## 10052      42002.4100         Year                  Y   Certified
## 10053        342.4484         Hour                  Y      Denied
## 10054      86229.4000         Year                  Y      Denied
## 10057      84948.8800         Year                  Y   Certified
## 10058      81630.4600         Year                  Y   Certified
## 10059      43038.0300         Year                  Y      Denied
## 10060      63754.0500         Year                  Y      Denied
## 10062      97408.7000         Year                  Y   Certified
## 10063     106672.5600         Year                  Y      Denied
## 10064      46814.4000         Year                  Y   Certified
## 10065       8327.3600         Year                  Y   Certified
## 10066      85460.9600         Year                  Y   Certified
## 10067     117503.9100         Year                  Y   Certified
## 10068      67457.5300         Year                  Y   Certified
## 10069        395.8561         Hour                  Y   Certified
## 10071        500.9841         Hour                  Y   Certified
## 10072      54608.1300         Year                  Y      Denied
## 10073      93951.4900         Year                  Y   Certified
## 10076      12835.4400         Week                  Y   Certified
## 10077     154409.2200         Year                  Y   Certified
## 10080      52874.2000         Year                  Y   Certified
## 10081     115003.6500         Year                  N   Certified
## 10082        939.1964         Hour                  Y   Certified
## 10087      28741.3400         Year                  Y      Denied
## 10089      30651.3100         Year                  Y      Denied
## 10091      25359.6300         Year                  Y      Denied
## 10092     109886.6500         Year                  Y   Certified
## 10094      78625.1300         Year                  Y   Certified
## 10095     107551.1800         Year                  Y   Certified
## 10096      16692.1800         Year                  Y   Certified
## 10098      94919.3500         Year                  N   Certified
## 10099      25838.7700         Year                  Y   Certified
## 10100      17788.9700         Year                  Y   Certified
## 10101     178470.6300         Year                  Y   Certified
## 10102     108627.2300         Year                  Y      Denied
## 10103      17157.1900         Year                  Y   Certified
## 10104      66810.3200         Year                  Y      Denied
## 10105       3982.9700         Year                  Y   Certified
## 10106      57946.0300         Year                  Y      Denied
## 10107      10595.4000         Year                  N      Denied
## 10108        836.4666         Hour                  Y   Certified
## 10109     140319.7200         Year                  Y      Denied
## 10110      30029.9300         Year                  Y   Certified
## 10112         16.0596         Hour                  Y   Certified
## 10113     126481.2900         Year                  Y   Certified
## 10114        645.2913         Hour                  Y      Denied
## 10115      91081.8500         Year                  Y      Denied
## 10116     163371.8600         Year                  Y   Certified
## 10117      37798.6000         Year                  Y   Certified
## 10118      88156.8700         Year                  Y   Certified
## 10119      41709.8900         Week                  Y   Certified
## 10120     104579.0600         Year                  Y      Denied
## 10121      70739.5900         Year                  Y   Certified
## 10123     105592.7900         Year                  Y   Certified
## 10124      61584.0000         Year                  Y   Certified
## 10125      82151.7000         Year                  Y   Certified
## 10126      63624.4200         Year                  Y   Certified
## 10127      20726.4800         Year                  Y   Certified
## 10128     105377.9300         Year                  Y      Denied
## 10130     120137.2300         Year                  Y      Denied
## 10132     108924.1400         Year                  Y   Certified
## 10135      90786.4600         Year                  Y   Certified
## 10136      59992.5800         Year                  Y      Denied
## 10137      70465.4500         Year                  Y   Certified
## 10138      46227.7100         Year                  Y   Certified
## 10139     104121.8800         Year                  N   Certified
## 10140      61651.1400         Year                  Y   Certified
## 10141      36588.6400         Year                  Y   Certified
## 10142      26703.8100         Year                  Y   Certified
## 10143      32801.3800         Year                  Y   Certified
## 10144      23174.8000         Year                  Y      Denied
## 10145      77102.9600         Year                  Y   Certified
## 10146      64704.5700         Year                  Y   Certified
## 10149       9994.3800         Year                  Y   Certified
## 10150      34574.2500         Year                  Y      Denied
## 10152      32740.8300         Year                  Y      Denied
## 10153      41003.6300         Year                  Y   Certified
## 10154     142940.9900         Year                  Y   Certified
## 10155      82496.7300         Year                  N   Certified
## 10156      26425.6100         Year                  Y   Certified
## 10158      17077.6800         Year                  Y   Certified
## 10159        439.9897         Hour                  Y   Certified
## 10162        230.1400         Hour                  Y   Certified
## 10163        509.4230         Hour                  Y      Denied
## 10164      98030.7600         Year                  Y      Denied
## 10165      44230.0200         Year                  Y   Certified
## 10166      70073.2800         Year                  Y   Certified
## 10168     155086.5600         Year                  Y      Denied
## 10170     152057.5600         Year                  Y   Certified
## 10171     117266.3300         Year                  Y   Certified
## 10172      48523.8700         Year                  Y   Certified
## 10173      19355.8700         Year                  Y      Denied
## 10174      22574.6200         Year                  Y   Certified
## 10175      95341.8900         Year                  N   Certified
## 10176      78585.9600         Year                  Y   Certified
## 10177        932.9289         Hour                  Y      Denied
## 10178      83432.4100         Year                  Y      Denied
## 10179        610.6550         Hour                  Y      Denied
## 10180      55681.0600         Year                  Y   Certified
## 10182       6308.7900         Year                  Y   Certified
## 10183      67294.8700         Year                  Y      Denied
## 10184      60943.4300         Year                  Y   Certified
## 10185      86908.5900         Year                  N   Certified
## 10186     109689.3600         Year                  Y      Denied
## 10187      85871.8900         Year                  Y   Certified
## 10188     123238.1700         Year                  Y   Certified
## 10189     122695.7200         Year                  Y   Certified
## 10190      97243.7800         Year                  Y   Certified
## 10191      43892.4100         Year                  Y   Certified
## 10192      13856.6200         Year                  Y   Certified
## 10193      18320.8200         Year                  N   Certified
## 10194      60665.0500         Year                  Y      Denied
## 10195      36335.7200         Year                  Y   Certified
## 10196        425.0178         Hour                  Y      Denied
## 10197      90263.3100         Year                  Y   Certified
## 10198      67351.4700         Year                  N   Certified
## 10199      57734.0900         Year                  Y      Denied
## 10200     109328.9000         Year                  Y   Certified
## 10201      90247.3200         Year                  Y   Certified
## 10202     132786.1800         Year                  Y      Denied
## 10203      26446.1400         Year                  Y   Certified
## 10204       1592.9300         Year                  N   Certified
## 10206        341.8080         Hour                  Y      Denied
## 10208      15345.5200         Year                  Y   Certified
## 10209      99780.3800         Year                  N   Certified
## 10210      88553.0800         Year                  Y   Certified
## 10212      78639.7700         Year                  Y   Certified
## 10214     103857.4000         Year                  Y      Denied
## 10215      22280.7900         Year                  Y      Denied
## 10216        999.9195         Hour                  Y      Denied
## 10218      55947.9000         Year                  Y   Certified
## 10219     110792.2500         Year                  Y   Certified
## 10220      89510.1700         Year                  Y      Denied
## 10221      38251.7200         Year                  Y   Certified
## 10222      64454.0900         Year                  Y      Denied
## 10223        340.4479         Hour                  Y      Denied
## 10224     152374.4000         Year                  N   Certified
## 10225     112232.5800         Year                  Y   Certified
## 10226      11573.9200         Year                  Y   Certified
## 10227     123640.0100         Year                  Y   Certified
## 10228      67324.2100         Year                  Y      Denied
## 10230      69650.2500         Week                  Y   Certified
## 10231     122240.9800         Year                  Y   Certified
## 10232        560.3623         Hour                  Y      Denied
## 10233        281.1569         Hour                  Y      Denied
## 10234        697.8354         Hour                  Y      Denied
## 10236        615.8692         Hour                  Y      Denied
## 10237       4890.4100         Year                  Y   Certified
## 10239      60217.1900         Year                  Y   Certified
## 10240      31074.0000         Year                  N      Denied
## 10241      28753.0400         Year                  Y   Certified
## 10243     106700.2200         Year                  Y      Denied
## 10244      12844.9700         Year                  Y   Certified
## 10245        588.3444         Hour                  Y   Certified
## 10246      73807.4300         Year                  Y   Certified
## 10247      19687.3300         Year                  Y   Certified
## 10248     108166.4200         Year                  Y   Certified
## 10249      96723.0100         Year                  Y      Denied
## 10250      97454.0500         Year                  Y   Certified
## 10251      26056.5600         Year                  Y   Certified
## 10252     124028.0300         Year                  Y   Certified
## 10253      99662.9100         Year                  N   Certified
## 10254     105072.1100         Year                  N   Certified
## 10256      73861.0500         Year                  N   Certified
## 10258     165482.0100         Year                  N   Certified
## 10259      96661.7600         Year                  N      Denied
## 10260        128.7600         Hour                  Y      Denied
## 10262      42160.9000         Year                  Y   Certified
## 10263      54766.1800         Year                  Y   Certified
## 10264      68641.4600         Year                  Y   Certified
## 10265      67916.4900         Year                  Y   Certified
## 10266      87724.5900         Year                  Y      Denied
## 10267      87006.8400         Year                  Y   Certified
## 10268      46557.0100         Year                  Y      Denied
## 10269      44052.7100         Year                  N   Certified
## 10270     158852.2500         Year                  N   Certified
## 10271      72067.5900         Year                  Y   Certified
## 10272      36025.9700         Year                  Y      Denied
## 10273      83980.3400         Year                  Y   Certified
## 10274     124525.4700         Year                  Y   Certified
## 10275     146810.5700         Year                  Y      Denied
## 10277      91991.7800         Year                  Y      Denied
## 10279      51568.5000         Year                  Y      Denied
## 10280     128766.7900         Year                  Y      Denied
## 10282        143.3460         Hour                  Y      Denied
## 10283      65745.1200         Year                  Y   Certified
## 10284      41305.6900         Year                  Y   Certified
## 10285      88292.4400         Year                  N      Denied
## 10287      57714.4500         Year                  Y      Denied
## 10288        312.7783         Hour                  Y   Certified
## 10289      27884.8700         Year                  Y   Certified
## 10290      97399.8100         Year                  Y   Certified
## 10291       9828.9800         Year                  Y   Certified
## 10292      39030.6500         Year                  Y   Certified
## 10293      66449.1000         Year                  Y   Certified
## 10294      89166.4800         Year                  Y      Denied
## 10295     143598.2900         Year                  Y   Certified
## 10297     149907.3900         Year                  Y      Denied
## 10298      87115.4500         Year                  Y      Denied
## 10299      55377.7600         Year                  Y      Denied
## 10300      89983.0800         Year                  Y      Denied
## 10301      46369.3900         Year                  Y   Certified
## 10303     115089.0200         Year                  N   Certified
## 10305      39429.9700         Year                  N   Certified
## 10306      44212.3400         Year                  Y      Denied
## 10307      10171.6000         Year                  Y   Certified
## 10308     198620.3900         Year                  Y   Certified
## 10309      12646.7100         Year                  Y   Certified
## 10310     123565.7400         Year                  Y   Certified
## 10312      34170.8500         Year                  Y      Denied
## 10313      73608.3000         Year                  Y   Certified
## 10314      77087.4800         Year                  Y   Certified
## 10315      85062.4600         Year                  Y   Certified
## 10316      81096.5200         Year                  Y      Denied
## 10317      18657.7700         Year                  Y      Denied
## 10318      55123.7800         Year                  Y   Certified
## 10319      90098.0100         Year                  Y   Certified
## 10320      21024.1500         Year                  Y   Certified
## 10321      96560.7400         Year                  Y      Denied
## 10322      20901.5800         Year                  Y      Denied
## 10323      66081.3400         Year                  Y   Certified
## 10324      32870.0900         Year                  Y   Certified
## 10325     101829.1100         Year                  Y      Denied
## 10326      95735.5200         Year                  Y   Certified
## 10327      77328.0500         Year                  Y   Certified
## 10328     110008.5700         Year                  Y   Certified
## 10329     116904.7900         Year                  Y   Certified
## 10330      53613.8700         Year                  Y      Denied
## 10332      77891.1100         Year                  Y   Certified
## 10333      44311.0500         Year                  Y   Certified
## 10334        130.4348         Hour                  Y   Certified
## 10335      89092.1900         Year                  Y   Certified
## 10336        813.4899         Hour                  Y   Certified
## 10337      22219.1700         Year                  Y   Certified
## 10338      35306.9200         Year                  Y      Denied
## 10341     209040.3800         Year                  Y      Denied
## 10343     125978.4600         Year                  Y   Certified
## 10344     117620.3800         Year                  Y      Denied
## 10345     134917.1400         Year                  Y   Certified
## 10346      81982.6100         Year                  Y      Denied
## 10347        697.5118         Hour                  Y      Denied
## 10348      75846.7200         Year                  Y   Certified
##  [ reached 'max' / getOption("max.print") -- omitted 12198 rows ]
boxplot(visa1$prevailing_wage)

boxplot(visa1$yr_of_estab)

boxplot(visa1$no_of_employees)

### it got better…

Data Preparation for modeling

  • I want to predict which visa will be certified.
  • Before I proceed to build a model, I’ll have to encode categorical features.
  • I’ll split the data into train and test to be able to evaluate the model that I build on the train data.
  • finally I will check if the train set is balaned data
#visa$case_status <- ifelse(visa$case_status == 'Certified', 1, 0)
#visa$case_status <- factor(visa$case_status)
visa3 <- subset (visa, select = -c(case_id))
visa3
##          continent education_of_employee has_job_experience
## 1             Asia           High School                  N
## 2             Asia              Master's                  Y
## 3             Asia            Bachelor's                  N
## 4             Asia            Bachelor's                  N
## 5           Africa              Master's                  Y
## 6             Asia              Master's                  Y
## 7             Asia            Bachelor's                  N
## 8    North America            Bachelor's                  Y
## 9             Asia            Bachelor's                  N
## 10          Europe             Doctorate                  Y
## 11            Asia              Master's                  N
## 12            Asia           High School                  Y
## 13            Asia            Bachelor's                  Y
## 14            Asia            Bachelor's                  Y
## 15            Asia              Master's                  Y
## 16            Asia           High School                  Y
## 17          Europe              Master's                  Y
## 18            Asia              Master's                  Y
## 19          Africa              Master's                  Y
## 20            Asia             Doctorate                  N
## 21            Asia              Master's                  N
## 22   North America              Master's                  Y
## 23            Asia              Master's                  Y
## 24   North America           High School                  N
## 25          Europe             Doctorate                  Y
## 26   North America              Master's                  N
## 27            Asia            Bachelor's                  Y
## 28            Asia           High School                  Y
## 29            Asia              Master's                  Y
## 30            Asia            Bachelor's                  Y
## 31            Asia              Master's                  Y
## 32            Asia             Doctorate                  Y
## 33            Asia            Bachelor's                  N
## 34            Asia           High School                  N
## 35            Asia              Master's                  N
## 36            Asia           High School                  Y
## 37          Europe           High School                  Y
## 38          Europe              Master's                  Y
## 39            Asia            Bachelor's                  Y
## 40            Asia              Master's                  N
## 41            Asia            Bachelor's                  Y
## 42            Asia              Master's                  Y
## 43          Europe             Doctorate                  Y
## 44   North America              Master's                  Y
## 45            Asia           High School                  Y
## 46          Europe            Bachelor's                  N
## 47            Asia            Bachelor's                  Y
## 48            Asia           High School                  Y
## 49            Asia            Bachelor's                  Y
## 50            Asia             Doctorate                  N
## 51            Asia            Bachelor's                  N
## 52            Asia              Master's                  Y
## 53            Asia            Bachelor's                  N
## 54            Asia           High School                  Y
## 55            Asia              Master's                  Y
## 56            Asia              Master's                  Y
## 57          Europe            Bachelor's                  Y
## 58            Asia            Bachelor's                  Y
## 59          Europe            Bachelor's                  N
## 60            Asia             Doctorate                  N
## 61            Asia              Master's                  N
## 62          Europe             Doctorate                  Y
## 63            Asia           High School                  N
## 64          Europe            Bachelor's                  Y
## 65            Asia              Master's                  N
## 66            Asia              Master's                  Y
## 67   North America            Bachelor's                  N
## 68          Europe             Doctorate                  Y
## 69            Asia            Bachelor's                  Y
## 70            Asia              Master's                  Y
## 71            Asia           High School                  Y
## 72            Asia           High School                  Y
## 73          Europe            Bachelor's                  Y
## 74            Asia              Master's                  Y
## 75          Africa              Master's                  Y
## 76   North America            Bachelor's                  N
## 77          Europe            Bachelor's                  Y
## 78            Asia            Bachelor's                  Y
## 79   North America              Master's                  N
## 80            Asia           High School                  N
## 81            Asia            Bachelor's                  Y
## 82            Asia              Master's                  Y
## 83            Asia           High School                  Y
## 84            Asia            Bachelor's                  Y
## 85            Asia              Master's                  Y
## 86            Asia              Master's                  Y
## 87            Asia           High School                  N
## 88            Asia           High School                  Y
## 89            Asia            Bachelor's                  N
## 90            Asia            Bachelor's                  Y
## 91            Asia           High School                  Y
## 92   North America            Bachelor's                  N
## 93            Asia            Bachelor's                  N
## 94            Asia           High School                  N
## 95   North America            Bachelor's                  Y
## 96            Asia              Master's                  N
## 97   North America            Bachelor's                  Y
## 98   North America            Bachelor's                  Y
## 99            Asia           High School                  N
## 100           Asia              Master's                  N
## 101           Asia              Master's                  Y
## 102           Asia              Master's                  Y
## 103           Asia            Bachelor's                  Y
## 104           Asia             Doctorate                  Y
## 105           Asia              Master's                  Y
## 106  North America             Doctorate                  Y
## 107           Asia            Bachelor's                  N
## 108           Asia            Bachelor's                  Y
## 109           Asia            Bachelor's                  N
## 110           Asia            Bachelor's                  Y
## 111  North America           High School                  Y
## 112           Asia              Master's                  Y
## 113           Asia            Bachelor's                  Y
## 114  North America           High School                  Y
## 115           Asia             Doctorate                  N
## 116           Asia              Master's                  N
## 117           Asia            Bachelor's                  Y
## 118  North America              Master's                  Y
## 119           Asia            Bachelor's                  Y
## 120           Asia              Master's                  N
## 121  North America              Master's                  N
## 122  South America            Bachelor's                  N
## 123           Asia             Doctorate                  Y
## 124  North America              Master's                  N
## 125           Asia              Master's                  Y
## 126  North America              Master's                  Y
## 127           Asia           High School                  Y
## 128  North America            Bachelor's                  Y
## 129           Asia            Bachelor's                  N
## 130           Asia            Bachelor's                  N
## 131  South America           High School                  N
## 132           Asia            Bachelor's                  Y
## 133           Asia             Doctorate                  N
## 134           Asia             Doctorate                  Y
## 135           Asia             Doctorate                  Y
## 136           Asia              Master's                  Y
## 137           Asia              Master's                  Y
## 138           Asia              Master's                  N
## 139           Asia            Bachelor's                  Y
## 140           Asia              Master's                  Y
## 141           Asia              Master's                  N
## 142           Asia              Master's                  Y
## 143           Asia              Master's                  N
## 144           Asia             Doctorate                  Y
## 145           Asia            Bachelor's                  N
## 146         Europe            Bachelor's                  Y
## 147         Europe            Bachelor's                  Y
## 148           Asia              Master's                  Y
## 149           Asia            Bachelor's                  Y
## 150           Asia              Master's                  N
## 151           Asia            Bachelor's                  N
## 152         Europe              Master's                  Y
## 153           Asia           High School                  Y
## 154           Asia              Master's                  Y
## 155         Europe           High School                  Y
## 156           Asia             Doctorate                  Y
## 157           Asia              Master's                  Y
## 158           Asia             Doctorate                  Y
## 159  North America              Master's                  Y
## 160           Asia           High School                  Y
## 161         Europe             Doctorate                  Y
## 162         Europe            Bachelor's                  Y
## 163  North America             Doctorate                  Y
## 164           Asia            Bachelor's                  Y
## 165           Asia              Master's                  Y
## 166           Asia              Master's                  Y
## 167           Asia            Bachelor's                  Y
## 168           Asia           High School                  Y
## 169           Asia            Bachelor's                  N
## 170           Asia              Master's                  N
## 171         Europe            Bachelor's                  N
## 172  South America            Bachelor's                  Y
## 173           Asia              Master's                  Y
## 174           Asia            Bachelor's                  Y
## 175         Europe            Bachelor's                  Y
## 176           Asia             Doctorate                  Y
## 177  North America            Bachelor's                  Y
## 178           Asia            Bachelor's                  Y
## 179           Asia             Doctorate                  N
## 180           Asia           High School                  Y
## 181         Europe            Bachelor's                  Y
## 182         Europe            Bachelor's                  Y
## 183         Europe              Master's                  N
## 184           Asia              Master's                  N
## 185           Asia            Bachelor's                  N
## 186           Asia           High School                  Y
## 187           Asia            Bachelor's                  N
## 188         Europe           High School                  Y
## 189  South America              Master's                  Y
## 190         Europe             Doctorate                  Y
## 191           Asia            Bachelor's                  Y
## 192           Asia             Doctorate                  Y
## 193  North America              Master's                  Y
## 194           Asia              Master's                  Y
## 195         Africa              Master's                  Y
## 196           Asia            Bachelor's                  N
## 197         Europe              Master's                  N
## 198         Europe              Master's                  N
## 199           Asia              Master's                  N
## 200         Europe              Master's                  Y
## 201           Asia             Doctorate                  Y
## 202           Asia            Bachelor's                  Y
## 203           Asia            Bachelor's                  Y
## 204           Asia              Master's                  N
## 205           Asia           High School                  Y
## 206           Asia           High School                  Y
## 207         Europe             Doctorate                  Y
## 208           Asia           High School                  N
## 209  North America           High School                  N
## 210           Asia              Master's                  N
## 211           Asia              Master's                  Y
## 212           Asia              Master's                  Y
## 213           Asia             Doctorate                  N
## 214  North America              Master's                  N
## 215           Asia            Bachelor's                  N
## 216         Europe            Bachelor's                  N
## 217           Asia              Master's                  Y
## 218  North America            Bachelor's                  Y
## 219         Europe            Bachelor's                  N
## 220         Europe              Master's                  Y
## 221           Asia            Bachelor's                  Y
## 222  North America             Doctorate                  Y
## 223         Europe             Doctorate                  N
## 224         Europe            Bachelor's                  N
## 225  South America            Bachelor's                  N
## 226           Asia            Bachelor's                  Y
## 227  North America              Master's                  N
## 228           Asia           High School                  Y
## 229           Asia           High School                  Y
## 230           Asia              Master's                  N
## 231  North America           High School                  N
## 232           Asia              Master's                  Y
## 233           Asia             Doctorate                  Y
## 234           Asia            Bachelor's                  Y
## 235         Europe            Bachelor's                  N
## 236  North America           High School                  N
## 237           Asia            Bachelor's                  N
## 238  North America              Master's                  N
## 239           Asia              Master's                  N
## 240         Europe              Master's                  Y
## 241         Europe           High School                  Y
## 242        Oceania             Doctorate                  Y
## 243         Africa            Bachelor's                  N
## 244  North America              Master's                  N
## 245         Europe             Doctorate                  Y
## 246         Europe              Master's                  N
## 247         Europe             Doctorate                  Y
## 248         Europe             Doctorate                  N
## 249  North America              Master's                  Y
## 250           Asia           High School                  Y
## 251           Asia              Master's                  Y
## 252         Europe             Doctorate                  N
## 253           Asia            Bachelor's                  Y
## 254         Europe              Master's                  Y
## 255           Asia              Master's                  N
## 256         Europe           High School                  N
## 257           Asia              Master's                  Y
## 258           Asia            Bachelor's                  Y
## 259           Asia            Bachelor's                  N
## 260           Asia            Bachelor's                  Y
## 261           Asia            Bachelor's                  N
## 262           Asia              Master's                  N
## 263           Asia            Bachelor's                  Y
## 264           Asia              Master's                  N
## 265           Asia              Master's                  N
## 266  South America           High School                  Y
## 267           Asia            Bachelor's                  N
## 268  North America              Master's                  Y
## 269           Asia              Master's                  Y
## 270           Asia            Bachelor's                  N
## 271           Asia              Master's                  Y
## 272  North America              Master's                  Y
## 273           Asia           High School                  N
## 274         Africa              Master's                  N
## 275           Asia              Master's                  N
## 276           Asia            Bachelor's                  Y
## 277           Asia            Bachelor's                  Y
## 278           Asia           High School                  N
## 279           Asia              Master's                  N
## 280           Asia           High School                  N
## 281           Asia            Bachelor's                  N
## 282           Asia              Master's                  Y
## 283         Europe            Bachelor's                  Y
## 284  North America            Bachelor's                  N
## 285           Asia            Bachelor's                  Y
## 286  North America              Master's                  Y
## 287         Europe              Master's                  Y
## 288         Europe            Bachelor's                  N
## 289        Oceania            Bachelor's                  N
## 290           Asia              Master's                  N
## 291           Asia              Master's                  N
## 292  North America            Bachelor's                  N
## 293           Asia            Bachelor's                  N
## 294           Asia            Bachelor's                  N
## 295           Asia            Bachelor's                  N
## 296           Asia              Master's                  Y
## 297         Europe            Bachelor's                  Y
## 298           Asia           High School                  N
## 299           Asia            Bachelor's                  N
## 300           Asia              Master's                  Y
## 301           Asia              Master's                  Y
## 302           Asia              Master's                  N
## 303  North America            Bachelor's                  N
## 304           Asia            Bachelor's                  Y
## 305           Asia            Bachelor's                  Y
## 306  North America              Master's                  Y
## 307           Asia            Bachelor's                  Y
## 308  North America              Master's                  Y
## 309           Asia            Bachelor's                  Y
## 310           Asia              Master's                  Y
## 311           Asia              Master's                  Y
## 312         Europe            Bachelor's                  Y
## 313           Asia            Bachelor's                  N
## 314           Asia           High School                  N
## 315           Asia           High School                  N
## 316           Asia           High School                  Y
## 317  North America           High School                  Y
## 318  South America            Bachelor's                  N
## 319           Asia           High School                  N
## 320  North America             Doctorate                  Y
## 321  South America           High School                  Y
## 322           Asia           High School                  N
## 323           Asia            Bachelor's                  Y
## 324           Asia              Master's                  Y
## 325         Europe            Bachelor's                  Y
## 326  North America            Bachelor's                  Y
## 327           Asia            Bachelor's                  Y
## 328         Europe             Doctorate                  Y
## 329           Asia              Master's                  N
## 330           Asia            Bachelor's                  Y
## 331           Asia             Doctorate                  Y
## 332         Europe            Bachelor's                  N
## 333  South America            Bachelor's                  Y
## 334         Europe            Bachelor's                  Y
## 335           Asia              Master's                  Y
## 336           Asia              Master's                  Y
## 337         Europe             Doctorate                  N
## 338  North America            Bachelor's                  N
## 339           Asia            Bachelor's                  Y
## 340           Asia           High School                  Y
## 341         Europe            Bachelor's                  N
## 342           Asia              Master's                  Y
## 343  North America            Bachelor's                  Y
## 344           Asia              Master's                  N
## 345           Asia            Bachelor's                  N
## 346           Asia              Master's                  N
## 347           Asia              Master's                  Y
## 348           Asia            Bachelor's                  N
## 349           Asia              Master's                  N
## 350           Asia              Master's                  Y
## 351           Asia              Master's                  N
## 352           Asia            Bachelor's                  N
## 353           Asia            Bachelor's                  Y
## 354           Asia            Bachelor's                  Y
## 355           Asia            Bachelor's                  Y
## 356           Asia            Bachelor's                  N
## 357  South America             Doctorate                  N
## 358  North America             Doctorate                  Y
## 359           Asia           High School                  N
## 360           Asia            Bachelor's                  Y
## 361           Asia            Bachelor's                  N
## 362           Asia             Doctorate                  Y
## 363  South America            Bachelor's                  Y
## 364           Asia            Bachelor's                  Y
## 365  North America           High School                  N
## 366           Asia             Doctorate                  Y
## 367           Asia              Master's                  Y
## 368         Europe              Master's                  Y
## 369           Asia            Bachelor's                  Y
## 370           Asia              Master's                  Y
## 371  North America            Bachelor's                  Y
## 372           Asia              Master's                  N
## 373           Asia           High School                  Y
## 374           Asia             Doctorate                  N
## 375           Asia           High School                  Y
## 376  North America              Master's                  Y
## 377           Asia            Bachelor's                  N
## 378           Asia              Master's                  Y
## 379           Asia            Bachelor's                  N
## 380           Asia            Bachelor's                  Y
## 381           Asia            Bachelor's                  Y
## 382           Asia              Master's                  Y
## 383           Asia              Master's                  Y
## 384           Asia             Doctorate                  N
## 385           Asia            Bachelor's                  Y
## 386         Europe            Bachelor's                  N
## 387           Asia             Doctorate                  Y
## 388         Africa              Master's                  Y
## 389  North America             Doctorate                  N
## 390  North America              Master's                  Y
## 391  South America           High School                  N
## 392         Europe            Bachelor's                  N
## 393           Asia            Bachelor's                  Y
## 394         Europe            Bachelor's                  N
## 395           Asia            Bachelor's                  Y
## 396  North America            Bachelor's                  Y
## 397  North America           High School                  Y
## 398         Europe             Doctorate                  Y
## 399           Asia              Master's                  Y
## 400           Asia              Master's                  N
## 401         Europe            Bachelor's                  Y
## 402           Asia            Bachelor's                  Y
## 403           Asia              Master's                  N
## 404           Asia              Master's                  N
## 405           Asia            Bachelor's                  Y
## 406  North America           High School                  N
## 407  North America            Bachelor's                  Y
## 408           Asia              Master's                  N
## 409           Asia             Doctorate                  Y
## 410           Asia            Bachelor's                  Y
## 411           Asia              Master's                  Y
## 412         Europe           High School                  N
## 413           Asia            Bachelor's                  Y
## 414  North America           High School                  N
## 415         Europe             Doctorate                  N
## 416  North America              Master's                  N
## 417           Asia              Master's                  Y
## 418           Asia              Master's                  N
## 419           Asia            Bachelor's                  Y
## 420           Asia            Bachelor's                  N
## 421           Asia            Bachelor's                  Y
## 422  South America            Bachelor's                  N
## 423  North America            Bachelor's                  Y
## 424         Europe              Master's                  Y
## 425           Asia             Doctorate                  Y
## 426  North America              Master's                  N
## 427           Asia              Master's                  N
## 428           Asia             Doctorate                  Y
## 429           Asia              Master's                  Y
## 430           Asia            Bachelor's                  N
## 431           Asia           High School                  N
## 432           Asia            Bachelor's                  Y
## 433           Asia            Bachelor's                  N
## 434           Asia            Bachelor's                  N
## 435           Asia              Master's                  Y
## 436           Asia              Master's                  N
## 437           Asia           High School                  Y
## 438           Asia              Master's                  N
## 439           Asia           High School                  Y
## 440           Asia            Bachelor's                  Y
## 441           Asia              Master's                  N
## 442           Asia            Bachelor's                  Y
## 443           Asia              Master's                  N
## 444  North America            Bachelor's                  N
## 445           Asia            Bachelor's                  Y
## 446           Asia             Doctorate                  N
## 447  South America              Master's                  Y
## 448         Africa            Bachelor's                  Y
## 449           Asia            Bachelor's                  Y
## 450  North America              Master's                  N
## 451           Asia            Bachelor's                  N
## 452           Asia              Master's                  Y
## 453           Asia              Master's                  Y
## 454           Asia            Bachelor's                  Y
## 455  North America            Bachelor's                  Y
## 456           Asia             Doctorate                  N
## 457         Europe            Bachelor's                  N
## 458           Asia              Master's                  Y
## 459           Asia            Bachelor's                  Y
## 460  North America              Master's                  N
## 461           Asia              Master's                  N
## 462  North America            Bachelor's                  N
## 463           Asia            Bachelor's                  Y
## 464           Asia              Master's                  Y
## 465           Asia            Bachelor's                  N
## 466           Asia            Bachelor's                  N
## 467           Asia            Bachelor's                  Y
## 468           Asia           High School                  Y
## 469         Europe             Doctorate                  Y
## 470  North America              Master's                  N
## 471           Asia            Bachelor's                  Y
## 472           Asia              Master's                  N
## 473           Asia              Master's                  N
## 474  North America           High School                  N
## 475           Asia             Doctorate                  N
## 476  North America             Doctorate                  Y
## 477  North America             Doctorate                  Y
## 478         Europe            Bachelor's                  Y
## 479           Asia             Doctorate                  Y
## 480           Asia           High School                  Y
## 481         Africa              Master's                  Y
## 482         Africa              Master's                  Y
## 483  North America              Master's                  Y
## 484  North America             Doctorate                  Y
## 485           Asia              Master's                  Y
## 486           Asia            Bachelor's                  N
## 487           Asia              Master's                  N
## 488           Asia            Bachelor's                  N
## 489  North America              Master's                  N
## 490  North America              Master's                  Y
## 491           Asia              Master's                  N
## 492           Asia            Bachelor's                  N
## 493           Asia              Master's                  N
## 494           Asia            Bachelor's                  Y
## 495  South America           High School                  Y
## 496           Asia              Master's                  N
## 497  North America              Master's                  Y
## 498  North America            Bachelor's                  Y
## 499           Asia            Bachelor's                  N
## 500           Asia            Bachelor's                  N
## 501           Asia              Master's                  Y
## 502           Asia            Bachelor's                  N
## 503  North America              Master's                  N
## 504         Europe            Bachelor's                  N
## 505         Europe              Master's                  N
## 506           Asia              Master's                  Y
## 507         Europe             Doctorate                  N
## 508  North America            Bachelor's                  Y
## 509           Asia            Bachelor's                  Y
## 510           Asia           High School                  Y
## 511         Africa              Master's                  Y
## 512         Europe           High School                  Y
## 513           Asia              Master's                  Y
## 514           Asia            Bachelor's                  Y
## 515           Asia            Bachelor's                  Y
## 516           Asia              Master's                  Y
## 517           Asia              Master's                  Y
## 518           Asia              Master's                  Y
## 519           Asia            Bachelor's                  N
## 520           Asia              Master's                  Y
## 521           Asia            Bachelor's                  Y
## 522           Asia              Master's                  Y
## 523           Asia              Master's                  N
## 524           Asia             Doctorate                  Y
## 525           Asia            Bachelor's                  Y
## 526  North America            Bachelor's                  Y
## 527  North America              Master's                  N
## 528           Asia              Master's                  Y
## 529           Asia            Bachelor's                  Y
## 530  North America           High School                  N
## 531           Asia              Master's                  Y
## 532         Europe              Master's                  N
## 533           Asia              Master's                  Y
## 534  North America              Master's                  Y
## 535           Asia              Master's                  N
## 536           Asia              Master's                  N
## 537         Europe            Bachelor's                  N
## 538           Asia           High School                  Y
## 539           Asia              Master's                  Y
## 540         Europe            Bachelor's                  Y
## 541         Africa              Master's                  Y
## 542         Africa            Bachelor's                  N
## 543           Asia              Master's                  N
## 544         Europe              Master's                  Y
## 545           Asia            Bachelor's                  Y
## 546           Asia              Master's                  N
## 547           Asia              Master's                  N
## 548           Asia            Bachelor's                  Y
## 549  South America              Master's                  Y
## 550           Asia            Bachelor's                  N
## 551           Asia              Master's                  N
## 552           Asia             Doctorate                  N
## 553  North America            Bachelor's                  N
## 554  North America              Master's                  Y
## 555           Asia              Master's                  Y
## 556           Asia              Master's                  Y
## 557           Asia              Master's                  Y
## 558           Asia            Bachelor's                  N
## 559           Asia              Master's                  N
## 560           Asia              Master's                  Y
## 561           Asia            Bachelor's                  N
## 562           Asia              Master's                  Y
## 563         Europe              Master's                  N
## 564  North America            Bachelor's                  N
## 565         Europe             Doctorate                  Y
## 566           Asia           High School                  Y
## 567           Asia            Bachelor's                  Y
## 568           Asia            Bachelor's                  Y
## 569           Asia           High School                  N
## 570           Asia              Master's                  Y
## 571           Asia            Bachelor's                  Y
## 572           Asia           High School                  N
## 573           Asia              Master's                  Y
## 574           Asia              Master's                  Y
## 575           Asia              Master's                  Y
## 576           Asia           High School                  Y
## 577           Asia              Master's                  Y
## 578  North America              Master's                  Y
## 579           Asia            Bachelor's                  Y
## 580  North America              Master's                  Y
## 581           Asia              Master's                  N
## 582  North America            Bachelor's                  N
## 583           Asia            Bachelor's                  Y
## 584  North America            Bachelor's                  Y
## 585           Asia           High School                  N
## 586           Asia           High School                  N
## 587           Asia              Master's                  N
## 588           Asia              Master's                  Y
## 589           Asia            Bachelor's                  Y
## 590  North America              Master's                  N
## 591           Asia              Master's                  Y
## 592         Europe            Bachelor's                  N
## 593           Asia              Master's                  N
## 594           Asia           High School                  N
## 595           Asia              Master's                  N
## 596  North America            Bachelor's                  Y
## 597           Asia            Bachelor's                  Y
## 598           Asia              Master's                  Y
## 599  South America              Master's                  Y
## 600           Asia             Doctorate                  Y
## 601           Asia            Bachelor's                  Y
## 602  North America              Master's                  Y
## 603  South America           High School                  N
## 604           Asia           High School                  Y
## 605           Asia              Master's                  Y
## 606           Asia              Master's                  N
## 607           Asia             Doctorate                  N
## 608           Asia            Bachelor's                  N
## 609  North America              Master's                  Y
## 610           Asia            Bachelor's                  Y
## 611           Asia            Bachelor's                  N
## 612           Asia            Bachelor's                  Y
## 613           Asia             Doctorate                  Y
## 614           Asia              Master's                  Y
## 615           Asia             Doctorate                  N
## 616           Asia              Master's                  Y
## 617           Asia           High School                  Y
## 618           Asia            Bachelor's                  Y
## 619         Africa              Master's                  Y
## 620           Asia              Master's                  N
## 621         Africa              Master's                  N
## 622           Asia            Bachelor's                  Y
## 623           Asia            Bachelor's                  N
## 624         Europe            Bachelor's                  Y
## 625         Europe              Master's                  N
## 626         Europe            Bachelor's                  Y
## 627         Europe            Bachelor's                  N
## 628           Asia              Master's                  Y
## 629         Europe             Doctorate                  Y
## 630         Europe            Bachelor's                  Y
## 631           Asia              Master's                  Y
## 632           Asia             Doctorate                  N
## 633           Asia              Master's                  Y
## 634           Asia              Master's                  Y
## 635           Asia              Master's                  N
## 636           Asia            Bachelor's                  Y
## 637           Asia              Master's                  N
## 638         Europe            Bachelor's                  Y
## 639         Europe            Bachelor's                  Y
## 640           Asia              Master's                  Y
## 641  South America            Bachelor's                  N
## 642           Asia            Bachelor's                  N
## 643           Asia            Bachelor's                  Y
## 644           Asia            Bachelor's                  N
## 645  North America            Bachelor's                  N
## 646           Asia             Doctorate                  Y
## 647           Asia              Master's                  N
## 648           Asia            Bachelor's                  Y
## 649           Asia              Master's                  Y
## 650         Africa            Bachelor's                  N
## 651           Asia           High School                  Y
## 652           Asia            Bachelor's                  Y
## 653  North America            Bachelor's                  N
## 654           Asia              Master's                  N
## 655         Europe           High School                  Y
## 656           Asia              Master's                  Y
## 657  North America            Bachelor's                  Y
## 658  North America            Bachelor's                  Y
## 659           Asia            Bachelor's                  Y
## 660           Asia            Bachelor's                  Y
## 661         Africa             Doctorate                  Y
## 662           Asia              Master's                  N
## 663           Asia            Bachelor's                  N
## 664           Asia            Bachelor's                  Y
## 665         Europe            Bachelor's                  N
## 666  North America              Master's                  N
## 667           Asia           High School                  Y
## 668           Asia              Master's                  Y
## 669           Asia            Bachelor's                  Y
## 670           Asia            Bachelor's                  Y
## 671           Asia            Bachelor's                  N
## 672           Asia           High School                  Y
## 673           Asia              Master's                  N
## 674           Asia              Master's                  N
## 675           Asia              Master's                  N
## 676           Asia            Bachelor's                  Y
## 677           Asia            Bachelor's                  N
## 678         Europe             Doctorate                  Y
## 679           Asia            Bachelor's                  Y
## 680           Asia            Bachelor's                  N
## 681         Europe           High School                  Y
## 682           Asia           High School                  Y
## 683           Asia            Bachelor's                  N
## 684         Europe            Bachelor's                  N
## 685           Asia            Bachelor's                  N
## 686           Asia            Bachelor's                  N
## 687           Asia              Master's                  N
## 688  North America            Bachelor's                  Y
## 689           Asia            Bachelor's                  N
## 690           Asia              Master's                  Y
## 691           Asia            Bachelor's                  N
## 692           Asia              Master's                  Y
## 693           Asia              Master's                  N
## 694           Asia              Master's                  Y
## 695  North America           High School                  Y
## 696         Europe            Bachelor's                  N
## 697  North America              Master's                  Y
## 698         Africa              Master's                  Y
## 699           Asia              Master's                  N
## 700           Asia              Master's                  Y
## 701           Asia            Bachelor's                  Y
## 702           Asia           High School                  Y
## 703           Asia             Doctorate                  Y
## 704           Asia            Bachelor's                  N
## 705  North America              Master's                  Y
## 706           Asia              Master's                  Y
## 707           Asia            Bachelor's                  Y
## 708  North America            Bachelor's                  Y
## 709        Oceania            Bachelor's                  N
## 710         Europe             Doctorate                  N
## 711         Europe            Bachelor's                  Y
## 712           Asia            Bachelor's                  N
## 713         Europe             Doctorate                  Y
## 714           Asia           High School                  N
## 715           Asia            Bachelor's                  Y
## 716           Asia              Master's                  N
## 717  South America           High School                  Y
## 718  North America              Master's                  Y
## 719         Europe            Bachelor's                  N
## 720           Asia              Master's                  Y
## 721  North America            Bachelor's                  Y
## 722           Asia              Master's                  Y
## 723  North America           High School                  N
## 724  North America             Doctorate                  N
## 725  North America              Master's                  Y
## 726  North America              Master's                  N
## 727           Asia            Bachelor's                  N
## 728           Asia           High School                  N
## 729           Asia           High School                  Y
## 730         Africa            Bachelor's                  Y
## 731           Asia            Bachelor's                  Y
## 732           Asia           High School                  N
## 733           Asia            Bachelor's                  N
## 734           Asia             Doctorate                  Y
## 735           Asia             Doctorate                  N
## 736         Africa              Master's                  Y
## 737           Asia              Master's                  Y
## 738           Asia              Master's                  Y
## 739  North America            Bachelor's                  Y
## 740           Asia           High School                  N
## 741  South America           High School                  Y
## 742           Asia           High School                  Y
## 743         Europe             Doctorate                  N
## 744         Europe            Bachelor's                  Y
## 745  North America           High School                  Y
## 746           Asia              Master's                  Y
## 747           Asia           High School                  Y
## 748         Europe             Doctorate                  Y
## 749  South America            Bachelor's                  Y
## 750           Asia              Master's                  N
## 751           Asia            Bachelor's                  Y
## 752           Asia              Master's                  N
## 753           Asia            Bachelor's                  Y
## 754           Asia            Bachelor's                  N
## 755           Asia            Bachelor's                  Y
## 756           Asia           High School                  Y
## 757           Asia             Doctorate                  N
## 758           Asia              Master's                  N
## 759         Europe             Doctorate                  Y
## 760         Europe           High School                  Y
## 761         Europe              Master's                  N
## 762           Asia              Master's                  Y
## 763  North America            Bachelor's                  Y
## 764           Asia            Bachelor's                  Y
## 765           Asia            Bachelor's                  Y
## 766           Asia              Master's                  Y
## 767           Asia             Doctorate                  Y
## 768           Asia            Bachelor's                  Y
## 769           Asia              Master's                  Y
## 770         Europe           High School                  N
## 771         Europe              Master's                  N
## 772  North America            Bachelor's                  Y
## 773           Asia            Bachelor's                  N
## 774         Europe              Master's                  Y
## 775           Asia            Bachelor's                  N
## 776           Asia            Bachelor's                  Y
## 777           Asia              Master's                  Y
## 778           Asia             Doctorate                  Y
## 779  South America              Master's                  Y
## 780           Asia              Master's                  Y
## 781           Asia            Bachelor's                  N
## 782         Europe              Master's                  Y
## 783         Europe            Bachelor's                  Y
## 784           Asia              Master's                  Y
## 785         Africa              Master's                  Y
## 786         Europe           High School                  Y
## 787           Asia              Master's                  Y
## 788  North America             Doctorate                  N
## 789           Asia            Bachelor's                  N
## 790           Asia              Master's                  N
## 791           Asia            Bachelor's                  N
## 792           Asia           High School                  Y
## 793  North America            Bachelor's                  Y
## 794           Asia              Master's                  Y
## 795         Europe              Master's                  Y
## 796           Asia              Master's                  N
## 797           Asia            Bachelor's                  Y
## 798  North America              Master's                  Y
## 799           Asia            Bachelor's                  N
## 800           Asia           High School                  N
## 801         Europe           High School                  Y
## 802           Asia           High School                  N
## 803           Asia            Bachelor's                  Y
## 804         Europe            Bachelor's                  Y
## 805  South America            Bachelor's                  N
## 806           Asia             Doctorate                  Y
## 807           Asia            Bachelor's                  Y
## 808           Asia              Master's                  Y
## 809           Asia            Bachelor's                  Y
## 810         Europe             Doctorate                  Y
## 811           Asia            Bachelor's                  N
## 812           Asia              Master's                  Y
## 813           Asia            Bachelor's                  N
## 814           Asia              Master's                  Y
## 815  North America            Bachelor's                  N
## 816         Europe            Bachelor's                  Y
## 817           Asia            Bachelor's                  N
## 818  North America            Bachelor's                  N
## 819           Asia              Master's                  Y
## 820         Europe            Bachelor's                  N
## 821  South America              Master's                  Y
## 822           Asia             Doctorate                  N
## 823         Europe              Master's                  Y
## 824           Asia            Bachelor's                  N
## 825         Europe            Bachelor's                  Y
## 826           Asia              Master's                  Y
## 827  South America              Master's                  Y
## 828         Europe            Bachelor's                  Y
## 829           Asia              Master's                  Y
## 830  North America              Master's                  N
## 831  North America           High School                  N
## 832           Asia            Bachelor's                  N
## 833  South America              Master's                  Y
## 834           Asia              Master's                  Y
## 835           Asia            Bachelor's                  N
## 836           Asia              Master's                  Y
## 837           Asia              Master's                  N
## 838         Europe            Bachelor's                  N
## 839         Africa              Master's                  Y
## 840           Asia           High School                  Y
## 841           Asia              Master's                  Y
## 842           Asia           High School                  N
## 843         Europe             Doctorate                  N
## 844           Asia            Bachelor's                  N
## 845           Asia           High School                  Y
## 846           Asia            Bachelor's                  Y
## 847           Asia              Master's                  N
## 848  North America              Master's                  N
## 849           Asia           High School                  N
## 850         Africa              Master's                  Y
## 851           Asia            Bachelor's                  N
## 852         Europe            Bachelor's                  Y
## 853           Asia              Master's                  N
## 854           Asia              Master's                  Y
## 855  North America            Bachelor's                  N
## 856           Asia           High School                  N
## 857         Europe             Doctorate                  N
## 858           Asia            Bachelor's                  Y
## 859           Asia            Bachelor's                  Y
## 860           Asia              Master's                  Y
## 861         Europe              Master's                  N
## 862  North America             Doctorate                  N
## 863  North America             Doctorate                  N
## 864           Asia              Master's                  Y
## 865  North America            Bachelor's                  N
## 866           Asia            Bachelor's                  Y
## 867           Asia              Master's                  Y
## 868           Asia           High School                  N
## 869           Asia              Master's                  Y
## 870  North America            Bachelor's                  Y
## 871           Asia            Bachelor's                  Y
## 872           Asia              Master's                  N
## 873           Asia            Bachelor's                  Y
## 874  North America            Bachelor's                  Y
## 875           Asia            Bachelor's                  N
## 876           Asia              Master's                  N
## 877  South America            Bachelor's                  Y
## 878           Asia            Bachelor's                  N
## 879           Asia           High School                  Y
## 880           Asia              Master's                  N
## 881           Asia           High School                  N
## 882           Asia            Bachelor's                  Y
## 883  North America              Master's                  N
## 884           Asia            Bachelor's                  Y
## 885           Asia              Master's                  N
## 886  South America            Bachelor's                  Y
## 887  North America            Bachelor's                  N
## 888           Asia              Master's                  N
## 889         Europe            Bachelor's                  Y
## 890         Europe            Bachelor's                  N
## 891           Asia              Master's                  N
## 892           Asia              Master's                  N
## 893  North America              Master's                  Y
## 894           Asia              Master's                  Y
## 895         Europe             Doctorate                  N
## 896         Africa           High School                  Y
## 897           Asia            Bachelor's                  Y
## 898           Asia            Bachelor's                  Y
## 899         Africa              Master's                  Y
## 900           Asia              Master's                  N
## 901           Asia           High School                  N
## 902           Asia            Bachelor's                  N
## 903           Asia            Bachelor's                  N
## 904           Asia              Master's                  Y
## 905           Asia            Bachelor's                  Y
## 906  North America            Bachelor's                  Y
## 907           Asia              Master's                  Y
## 908           Asia              Master's                  N
## 909         Africa              Master's                  N
## 910           Asia             Doctorate                  Y
## 911           Asia              Master's                  N
## 912           Asia              Master's                  N
## 913           Asia            Bachelor's                  Y
## 914           Asia            Bachelor's                  Y
## 915           Asia             Doctorate                  N
## 916           Asia            Bachelor's                  N
## 917  South America              Master's                  N
## 918         Europe              Master's                  Y
## 919           Asia             Doctorate                  N
## 920           Asia              Master's                  N
## 921           Asia              Master's                  Y
## 922           Asia              Master's                  Y
## 923         Europe              Master's                  N
## 924           Asia            Bachelor's                  Y
## 925           Asia              Master's                  Y
## 926           Asia              Master's                  Y
## 927           Asia              Master's                  N
## 928  North America              Master's                  Y
## 929  North America             Doctorate                  Y
## 930           Asia              Master's                  Y
## 931           Asia            Bachelor's                  Y
## 932           Asia            Bachelor's                  Y
## 933           Asia            Bachelor's                  N
## 934           Asia              Master's                  Y
## 935           Asia            Bachelor's                  N
## 936           Asia              Master's                  Y
## 937           Asia           High School                  N
## 938           Asia            Bachelor's                  N
## 939           Asia              Master's                  N
## 940           Asia              Master's                  Y
## 941           Asia              Master's                  N
## 942  North America              Master's                  N
## 943  North America           High School                  N
## 944         Europe             Doctorate                  Y
## 945           Asia              Master's                  Y
## 946         Europe            Bachelor's                  Y
## 947           Asia              Master's                  Y
## 948  North America              Master's                  Y
## 949           Asia              Master's                  N
## 950         Europe              Master's                  Y
## 951         Europe              Master's                  Y
## 952           Asia            Bachelor's                  Y
## 953           Asia              Master's                  N
## 954         Europe              Master's                  Y
## 955           Asia            Bachelor's                  N
## 956        Oceania              Master's                  N
## 957           Asia            Bachelor's                  N
## 958           Asia            Bachelor's                  N
## 959           Asia              Master's                  Y
## 960           Asia            Bachelor's                  N
## 961        Oceania            Bachelor's                  N
## 962           Asia              Master's                  N
## 963         Europe           High School                  Y
## 964           Asia              Master's                  Y
## 965  North America              Master's                  N
## 966           Asia              Master's                  N
## 967         Europe              Master's                  N
## 968         Europe              Master's                  Y
## 969         Africa             Doctorate                  Y
## 970           Asia              Master's                  N
## 971           Asia            Bachelor's                  Y
## 972  North America            Bachelor's                  Y
## 973           Asia            Bachelor's                  N
## 974           Asia              Master's                  Y
## 975           Asia            Bachelor's                  Y
## 976           Asia            Bachelor's                  N
## 977           Asia              Master's                  Y
## 978           Asia           High School                  N
## 979           Asia              Master's                  Y
## 980           Asia             Doctorate                  Y
## 981           Asia            Bachelor's                  N
## 982           Asia              Master's                  Y
## 983           Asia            Bachelor's                  N
## 984           Asia              Master's                  Y
## 985           Asia              Master's                  N
## 986         Europe            Bachelor's                  N
## 987           Asia            Bachelor's                  Y
## 988           Asia              Master's                  Y
## 989  North America            Bachelor's                  Y
## 990         Europe           High School                  Y
## 991  North America             Doctorate                  Y
## 992           Asia           High School                  N
## 993           Asia              Master's                  Y
## 994  South America            Bachelor's                  N
## 995           Asia            Bachelor's                  Y
## 996           Asia              Master's                  N
## 997  North America              Master's                  N
## 998           Asia            Bachelor's                  Y
## 999           Asia           High School                  Y
## 1000        Europe             Doctorate                  N
## 1001          Asia              Master's                  N
## 1002          Asia              Master's                  Y
## 1003          Asia            Bachelor's                  Y
## 1004          Asia            Bachelor's                  N
## 1005          Asia              Master's                  Y
## 1006          Asia              Master's                  N
## 1007 South America           High School                  N
## 1008          Asia              Master's                  N
## 1009 North America              Master's                  N
## 1010          Asia            Bachelor's                  N
## 1011        Europe           High School                  N
## 1012          Asia              Master's                  N
## 1013          Asia           High School                  Y
## 1014          Asia           High School                  N
## 1015 South America            Bachelor's                  N
## 1016          Asia             Doctorate                  Y
## 1017          Asia            Bachelor's                  Y
## 1018          Asia              Master's                  N
## 1019          Asia           High School                  Y
## 1020        Europe             Doctorate                  Y
## 1021        Europe             Doctorate                  N
## 1022          Asia              Master's                  N
## 1023 North America            Bachelor's                  Y
## 1024          Asia              Master's                  Y
## 1025          Asia              Master's                  N
## 1026        Europe            Bachelor's                  N
## 1027          Asia            Bachelor's                  Y
## 1028          Asia              Master's                  Y
## 1029 North America              Master's                  N
## 1030          Asia           High School                  N
## 1031          Asia            Bachelor's                  Y
## 1032          Asia              Master's                  Y
## 1033          Asia            Bachelor's                  Y
## 1034          Asia              Master's                  Y
## 1035          Asia             Doctorate                  Y
## 1036        Europe            Bachelor's                  Y
## 1037          Asia            Bachelor's                  Y
## 1038          Asia            Bachelor's                  N
## 1039          Asia              Master's                  Y
## 1040        Europe           High School                  Y
## 1041          Asia              Master's                  Y
## 1042          Asia              Master's                  Y
## 1043 North America           High School                  N
## 1044          Asia              Master's                  N
## 1045          Asia            Bachelor's                  N
## 1046        Europe             Doctorate                  Y
## 1047          Asia            Bachelor's                  Y
## 1048          Asia             Doctorate                  Y
## 1049          Asia              Master's                  Y
## 1050          Asia           High School                  Y
## 1051          Asia              Master's                  Y
## 1052        Europe             Doctorate                  Y
## 1053        Africa           High School                  Y
## 1054          Asia           High School                  N
## 1055          Asia            Bachelor's                  Y
## 1056        Europe           High School                  Y
## 1057          Asia              Master's                  N
## 1058          Asia            Bachelor's                  Y
## 1059          Asia           High School                  Y
## 1060          Asia            Bachelor's                  Y
## 1061 North America           High School                  Y
## 1062          Asia              Master's                  Y
## 1063          Asia            Bachelor's                  Y
## 1064        Europe             Doctorate                  Y
## 1065          Asia            Bachelor's                  Y
## 1066          Asia            Bachelor's                  Y
## 1067          Asia              Master's                  N
## 1068        Europe            Bachelor's                  Y
## 1069        Africa              Master's                  N
## 1070          Asia              Master's                  Y
## 1071 North America              Master's                  N
## 1072          Asia            Bachelor's                  Y
## 1073 North America              Master's                  N
## 1074 North America             Doctorate                  Y
## 1075          Asia              Master's                  Y
## 1076 North America            Bachelor's                  Y
## 1077          Asia              Master's                  Y
## 1078          Asia              Master's                  N
## 1079          Asia            Bachelor's                  N
## 1080        Europe             Doctorate                  Y
## 1081 North America              Master's                  N
## 1082 North America              Master's                  N
## 1083          Asia             Doctorate                  Y
## 1084          Asia              Master's                  Y
## 1085          Asia              Master's                  Y
## 1086          Asia             Doctorate                  N
## 1087 North America            Bachelor's                  N
## 1088          Asia            Bachelor's                  Y
## 1089          Asia            Bachelor's                  Y
## 1090          Asia            Bachelor's                  Y
## 1091          Asia             Doctorate                  N
## 1092        Africa              Master's                  Y
## 1093        Europe            Bachelor's                  Y
## 1094        Europe            Bachelor's                  Y
## 1095          Asia              Master's                  N
## 1096          Asia            Bachelor's                  N
## 1097          Asia            Bachelor's                  Y
## 1098          Asia            Bachelor's                  N
## 1099          Asia              Master's                  N
## 1100       Oceania           High School                  Y
## 1101          Asia              Master's                  N
## 1102          Asia            Bachelor's                  Y
## 1103          Asia              Master's                  N
## 1104        Africa              Master's                  Y
## 1105          Asia            Bachelor's                  N
## 1106          Asia              Master's                  Y
## 1107          Asia            Bachelor's                  N
## 1108          Asia              Master's                  N
## 1109          Asia            Bachelor's                  N
## 1110          Asia            Bachelor's                  Y
## 1111 North America              Master's                  Y
## 1112 North America              Master's                  Y
## 1113          Asia            Bachelor's                  Y
## 1114          Asia              Master's                  Y
## 1115          Asia            Bachelor's                  Y
## 1116        Europe             Doctorate                  Y
## 1117        Europe              Master's                  N
## 1118          Asia           High School                  Y
## 1119          Asia              Master's                  Y
## 1120        Europe            Bachelor's                  Y
## 1121          Asia            Bachelor's                  N
## 1122          Asia            Bachelor's                  Y
## 1123 North America            Bachelor's                  Y
## 1124 North America            Bachelor's                  N
## 1125          Asia              Master's                  N
## 1126          Asia              Master's                  Y
## 1127          Asia            Bachelor's                  Y
## 1128          Asia           High School                  Y
## 1129          Asia              Master's                  Y
## 1130 North America              Master's                  Y
## 1131          Asia            Bachelor's                  N
## 1132          Asia           High School                  N
## 1133          Asia            Bachelor's                  N
## 1134          Asia              Master's                  N
## 1135          Asia           High School                  Y
## 1136        Europe             Doctorate                  N
## 1137          Asia             Doctorate                  N
## 1138          Asia            Bachelor's                  N
## 1139          Asia            Bachelor's                  N
## 1140          Asia            Bachelor's                  Y
## 1141          Asia            Bachelor's                  Y
## 1142          Asia            Bachelor's                  Y
## 1143 North America              Master's                  Y
## 1144        Africa            Bachelor's                  N
## 1145          Asia              Master's                  N
## 1146 North America           High School                  N
## 1147        Europe            Bachelor's                  Y
## 1148 North America            Bachelor's                  Y
## 1149          Asia             Doctorate                  N
## 1150          Asia            Bachelor's                  Y
## 1151          Asia            Bachelor's                  Y
## 1152          Asia            Bachelor's                  Y
## 1153        Europe              Master's                  N
## 1154          Asia              Master's                  Y
## 1155          Asia              Master's                  Y
## 1156          Asia            Bachelor's                  N
## 1157          Asia              Master's                  Y
## 1158          Asia              Master's                  Y
## 1159 South America              Master's                  Y
## 1160          Asia              Master's                  Y
## 1161          Asia            Bachelor's                  N
## 1162 South America            Bachelor's                  Y
## 1163 North America              Master's                  Y
## 1164          Asia            Bachelor's                  Y
## 1165          Asia              Master's                  Y
## 1166          Asia              Master's                  Y
## 1167          Asia              Master's                  Y
## 1168 South America              Master's                  Y
## 1169        Africa             Doctorate                  N
## 1170 North America            Bachelor's                  Y
## 1171        Europe             Doctorate                  N
## 1172          Asia            Bachelor's                  N
## 1173          Asia              Master's                  N
## 1174 North America              Master's                  N
## 1175          Asia              Master's                  N
## 1176 North America              Master's                  Y
## 1177          Asia              Master's                  Y
## 1178 South America            Bachelor's                  N
## 1179 North America              Master's                  Y
## 1180 North America            Bachelor's                  Y
## 1181        Africa              Master's                  Y
## 1182          Asia            Bachelor's                  N
## 1183          Asia             Doctorate                  N
## 1184        Africa              Master's                  N
## 1185        Europe            Bachelor's                  N
## 1186          Asia            Bachelor's                  N
## 1187          Asia              Master's                  N
## 1188        Europe              Master's                  Y
## 1189          Asia            Bachelor's                  N
## 1190          Asia              Master's                  N
## 1191        Europe              Master's                  Y
## 1192          Asia           High School                  Y
## 1193          Asia            Bachelor's                  Y
## 1194          Asia            Bachelor's                  Y
## 1195          Asia              Master's                  Y
## 1196          Asia              Master's                  Y
## 1197          Asia            Bachelor's                  Y
## 1198          Asia            Bachelor's                  Y
## 1199 North America            Bachelor's                  N
## 1200          Asia            Bachelor's                  Y
## 1201 North America            Bachelor's                  Y
## 1202          Asia              Master's                  N
## 1203          Asia              Master's                  N
## 1204          Asia            Bachelor's                  Y
## 1205 North America              Master's                  N
## 1206          Asia             Doctorate                  N
## 1207 North America            Bachelor's                  Y
## 1208          Asia              Master's                  Y
## 1209 North America              Master's                  N
## 1210 South America            Bachelor's                  N
## 1211          Asia              Master's                  N
## 1212 North America           High School                  Y
## 1213          Asia           High School                  N
## 1214          Asia              Master's                  Y
## 1215          Asia            Bachelor's                  N
## 1216          Asia            Bachelor's                  N
## 1217          Asia            Bachelor's                  N
## 1218          Asia             Doctorate                  N
## 1219 North America              Master's                  N
## 1220          Asia            Bachelor's                  Y
## 1221        Europe              Master's                  N
## 1222        Europe              Master's                  N
## 1223          Asia            Bachelor's                  Y
## 1224 North America            Bachelor's                  Y
## 1225          Asia              Master's                  Y
## 1226        Europe             Doctorate                  Y
## 1227          Asia            Bachelor's                  Y
## 1228 North America              Master's                  Y
## 1229 North America           High School                  Y
## 1230          Asia              Master's                  Y
## 1231        Europe            Bachelor's                  Y
## 1232        Europe              Master's                  N
## 1233        Europe             Doctorate                  Y
## 1234 North America            Bachelor's                  Y
## 1235          Asia           High School                  N
## 1236          Asia              Master's                  Y
## 1237        Africa              Master's                  Y
## 1238          Asia            Bachelor's                  Y
## 1239 South America             Doctorate                  N
## 1240          Asia           High School                  N
## 1241          Asia            Bachelor's                  Y
## 1242 North America            Bachelor's                  N
## 1243          Asia            Bachelor's                  Y
## 1244          Asia            Bachelor's                  N
## 1245          Asia            Bachelor's                  Y
## 1246          Asia            Bachelor's                  Y
## 1247          Asia              Master's                  N
## 1248 North America              Master's                  Y
## 1249          Asia              Master's                  Y
## 1250        Europe              Master's                  N
## 1251          Asia            Bachelor's                  Y
## 1252          Asia           High School                  N
## 1253          Asia           High School                  Y
## 1254          Asia            Bachelor's                  Y
## 1255          Asia           High School                  Y
## 1256 North America              Master's                  Y
## 1257        Europe            Bachelor's                  N
## 1258          Asia              Master's                  Y
## 1259 North America            Bachelor's                  N
## 1260          Asia            Bachelor's                  Y
## 1261          Asia              Master's                  Y
## 1262          Asia              Master's                  N
## 1263 South America              Master's                  N
## 1264        Europe              Master's                  N
## 1265        Africa              Master's                  Y
## 1266          Asia             Doctorate                  Y
## 1267        Europe              Master's                  Y
## 1268          Asia              Master's                  Y
## 1269          Asia            Bachelor's                  N
## 1270          Asia              Master's                  N
## 1271          Asia            Bachelor's                  Y
## 1272          Asia            Bachelor's                  Y
## 1273          Asia              Master's                  Y
## 1274        Europe             Doctorate                  Y
## 1275          Asia              Master's                  Y
## 1276          Asia              Master's                  N
## 1277 North America            Bachelor's                  Y
## 1278        Europe             Doctorate                  N
## 1279          Asia            Bachelor's                  N
## 1280          Asia            Bachelor's                  N
## 1281          Asia            Bachelor's                  Y
## 1282          Asia            Bachelor's                  Y
## 1283 North America            Bachelor's                  N
## 1284        Europe             Doctorate                  N
## 1285          Asia              Master's                  N
## 1286          Asia              Master's                  N
## 1287          Asia              Master's                  N
## 1288          Asia              Master's                  Y
## 1289          Asia            Bachelor's                  Y
## 1290        Europe             Doctorate                  Y
## 1291          Asia            Bachelor's                  N
## 1292        Europe            Bachelor's                  Y
## 1293        Europe              Master's                  Y
## 1294 North America           High School                  Y
## 1295          Asia              Master's                  Y
## 1296          Asia            Bachelor's                  N
## 1297          Asia            Bachelor's                  Y
## 1298          Asia              Master's                  Y
## 1299          Asia              Master's                  N
## 1300 North America              Master's                  Y
## 1301          Asia              Master's                  N
## 1302 North America           High School                  N
## 1303          Asia              Master's                  N
## 1304          Asia           High School                  Y
## 1305          Asia              Master's                  Y
## 1306 North America             Doctorate                  Y
## 1307          Asia           High School                  Y
## 1308 North America              Master's                  Y
## 1309          Asia            Bachelor's                  Y
## 1310          Asia            Bachelor's                  N
## 1311          Asia             Doctorate                  N
## 1312          Asia              Master's                  N
## 1313          Asia            Bachelor's                  N
## 1314          Asia            Bachelor's                  N
## 1315          Asia            Bachelor's                  N
## 1316          Asia           High School                  Y
## 1317          Asia              Master's                  N
## 1318          Asia            Bachelor's                  Y
## 1319        Europe              Master's                  Y
## 1320          Asia            Bachelor's                  N
## 1321          Asia            Bachelor's                  Y
## 1322          Asia             Doctorate                  Y
## 1323        Africa            Bachelor's                  N
## 1324          Asia            Bachelor's                  Y
## 1325        Africa              Master's                  Y
## 1326          Asia             Doctorate                  Y
## 1327          Asia              Master's                  N
## 1328          Asia            Bachelor's                  Y
## 1329 North America            Bachelor's                  Y
## 1330          Asia            Bachelor's                  N
## 1331          Asia           High School                  N
## 1332          Asia           High School                  N
## 1333        Europe              Master's                  N
## 1334          Asia            Bachelor's                  Y
## 1335        Europe           High School                  Y
## 1336 North America              Master's                  Y
## 1337          Asia            Bachelor's                  Y
## 1338          Asia              Master's                  N
## 1339          Asia              Master's                  Y
## 1340          Asia              Master's                  Y
## 1341          Asia              Master's                  Y
## 1342 North America            Bachelor's                  N
## 1343          Asia            Bachelor's                  N
## 1344          Asia              Master's                  Y
## 1345          Asia              Master's                  N
## 1346          Asia            Bachelor's                  N
## 1347          Asia              Master's                  N
## 1348          Asia            Bachelor's                  Y
## 1349          Asia           High School                  Y
## 1350          Asia              Master's                  Y
## 1351          Asia              Master's                  Y
## 1352 South America              Master's                  Y
## 1353        Africa              Master's                  Y
## 1354 North America              Master's                  Y
## 1355          Asia            Bachelor's                  Y
## 1356          Asia            Bachelor's                  Y
## 1357          Asia            Bachelor's                  Y
## 1358          Asia              Master's                  Y
## 1359        Europe             Doctorate                  Y
## 1360 South America             Doctorate                  Y
## 1361          Asia            Bachelor's                  Y
## 1362          Asia            Bachelor's                  N
## 1363 North America            Bachelor's                  Y
## 1364          Asia            Bachelor's                  N
## 1365 North America            Bachelor's                  Y
## 1366 North America              Master's                  Y
## 1367          Asia            Bachelor's                  Y
## 1368 South America           High School                  Y
## 1369          Asia            Bachelor's                  Y
## 1370          Asia            Bachelor's                  Y
## 1371          Asia              Master's                  N
## 1372 North America              Master's                  Y
## 1373          Asia              Master's                  N
## 1374          Asia              Master's                  Y
## 1375 North America              Master's                  Y
## 1376        Europe           High School                  N
## 1377          Asia              Master's                  Y
## 1378 North America              Master's                  Y
## 1379          Asia            Bachelor's                  Y
## 1380          Asia            Bachelor's                  N
## 1381          Asia            Bachelor's                  Y
## 1382 South America           High School                  Y
## 1383        Europe            Bachelor's                  Y
## 1384          Asia              Master's                  Y
## 1385          Asia            Bachelor's                  Y
## 1386          Asia            Bachelor's                  N
## 1387          Asia            Bachelor's                  N
## 1388 North America            Bachelor's                  Y
## 1389 North America              Master's                  Y
## 1390          Asia            Bachelor's                  N
## 1391        Europe            Bachelor's                  N
## 1392          Asia              Master's                  N
## 1393          Asia           High School                  N
## 1394 North America              Master's                  N
## 1395          Asia              Master's                  Y
## 1396 North America              Master's                  Y
## 1397          Asia            Bachelor's                  Y
## 1398          Asia             Doctorate                  Y
## 1399          Asia              Master's                  Y
## 1400 North America              Master's                  Y
## 1401          Asia             Doctorate                  Y
## 1402 North America            Bachelor's                  Y
## 1403          Asia              Master's                  Y
## 1404          Asia              Master's                  N
## 1405 North America              Master's                  N
## 1406          Asia              Master's                  N
## 1407          Asia              Master's                  Y
## 1408        Europe              Master's                  Y
## 1409          Asia           High School                  N
## 1410        Europe            Bachelor's                  N
## 1411        Europe            Bachelor's                  N
## 1412          Asia              Master's                  Y
## 1413          Asia              Master's                  Y
## 1414          Asia              Master's                  Y
## 1415          Asia            Bachelor's                  Y
## 1416          Asia            Bachelor's                  N
## 1417          Asia            Bachelor's                  Y
## 1418          Asia            Bachelor's                  Y
## 1419 South America            Bachelor's                  Y
## 1420        Africa            Bachelor's                  Y
## 1421 North America              Master's                  N
## 1422          Asia             Doctorate                  N
## 1423 North America           High School                  N
## 1424          Asia            Bachelor's                  Y
## 1425          Asia            Bachelor's                  N
## 1426        Europe            Bachelor's                  N
## 1427 North America           High School                  N
## 1428        Europe             Doctorate                  Y
## 1429          Asia            Bachelor's                  N
## 1430          Asia            Bachelor's                  Y
## 1431          Asia           High School                  N
## 1432        Europe              Master's                  Y
## 1433          Asia           High School                  Y
## 1434        Europe            Bachelor's                  Y
## 1435          Asia           High School                  Y
## 1436        Europe            Bachelor's                  Y
## 1437          Asia            Bachelor's                  N
## 1438          Asia            Bachelor's                  N
## 1439 South America              Master's                  Y
## 1440          Asia           High School                  Y
## 1441 North America              Master's                  N
## 1442          Asia              Master's                  Y
## 1443        Europe              Master's                  Y
## 1444          Asia              Master's                  N
## 1445          Asia              Master's                  N
## 1446        Europe           High School                  Y
## 1447          Asia              Master's                  Y
## 1448          Asia            Bachelor's                  Y
## 1449          Asia            Bachelor's                  N
## 1450          Asia            Bachelor's                  N
## 1451        Europe              Master's                  Y
## 1452          Asia           High School                  Y
## 1453 South America            Bachelor's                  N
## 1454          Asia           High School                  Y
## 1455 North America           High School                  N
## 1456        Africa           High School                  Y
## 1457          Asia              Master's                  Y
## 1458          Asia              Master's                  N
## 1459        Europe           High School                  Y
## 1460          Asia              Master's                  Y
## 1461          Asia           High School                  Y
## 1462        Europe              Master's                  Y
## 1463        Europe              Master's                  N
## 1464        Africa              Master's                  N
## 1465          Asia            Bachelor's                  Y
## 1466          Asia              Master's                  Y
## 1467 South America              Master's                  Y
## 1468          Asia            Bachelor's                  N
## 1469          Asia              Master's                  Y
## 1470          Asia            Bachelor's                  Y
## 1471          Asia           High School                  Y
## 1472          Asia            Bachelor's                  N
## 1473        Europe             Doctorate                  Y
## 1474        Europe           High School                  Y
## 1475          Asia              Master's                  Y
## 1476          Asia            Bachelor's                  N
## 1477          Asia            Bachelor's                  Y
## 1478          Asia            Bachelor's                  Y
## 1479          Asia              Master's                  Y
## 1480          Asia            Bachelor's                  Y
## 1481        Europe            Bachelor's                  Y
## 1482          Asia              Master's                  Y
## 1483          Asia            Bachelor's                  N
## 1484          Asia            Bachelor's                  Y
## 1485          Asia              Master's                  Y
## 1486 North America            Bachelor's                  Y
## 1487 North America             Doctorate                  Y
## 1488          Asia            Bachelor's                  Y
## 1489          Asia              Master's                  Y
## 1490          Asia              Master's                  Y
## 1491 North America            Bachelor's                  Y
## 1492          Asia            Bachelor's                  Y
## 1493          Asia           High School                  Y
## 1494 South America              Master's                  Y
## 1495        Europe             Doctorate                  N
## 1496          Asia            Bachelor's                  Y
## 1497        Europe           High School                  N
## 1498 North America            Bachelor's                  N
## 1499 North America             Doctorate                  N
## 1500          Asia              Master's                  Y
## 1501 South America            Bachelor's                  Y
## 1502          Asia              Master's                  Y
## 1503          Asia           High School                  Y
## 1504 North America            Bachelor's                  N
## 1505        Europe              Master's                  N
## 1506          Asia              Master's                  Y
## 1507        Europe              Master's                  N
## 1508        Europe              Master's                  N
## 1509          Asia            Bachelor's                  Y
## 1510          Asia              Master's                  N
## 1511          Asia              Master's                  Y
## 1512        Europe              Master's                  Y
## 1513        Europe              Master's                  Y
## 1514          Asia              Master's                  N
## 1515 North America            Bachelor's                  Y
## 1516 South America              Master's                  N
## 1517          Asia            Bachelor's                  Y
## 1518          Asia              Master's                  Y
## 1519          Asia            Bachelor's                  N
## 1520          Asia            Bachelor's                  Y
## 1521        Europe            Bachelor's                  N
## 1522        Europe           High School                  Y
## 1523          Asia             Doctorate                  Y
## 1524 North America            Bachelor's                  Y
## 1525          Asia            Bachelor's                  Y
## 1526 North America           High School                  N
## 1527          Asia            Bachelor's                  N
## 1528          Asia           High School                  Y
## 1529        Europe            Bachelor's                  Y
## 1530          Asia            Bachelor's                  Y
## 1531 North America              Master's                  Y
## 1532       Oceania            Bachelor's                  Y
## 1533        Europe           High School                  N
## 1534 North America            Bachelor's                  Y
## 1535          Asia            Bachelor's                  Y
## 1536          Asia              Master's                  N
## 1537 South America            Bachelor's                  Y
## 1538          Asia              Master's                  N
## 1539          Asia            Bachelor's                  N
## 1540 North America            Bachelor's                  N
## 1541          Asia            Bachelor's                  Y
## 1542          Asia              Master's                  Y
## 1543          Asia              Master's                  Y
## 1544          Asia            Bachelor's                  N
## 1545          Asia           High School                  N
## 1546          Asia           High School                  Y
## 1547          Asia            Bachelor's                  Y
## 1548          Asia              Master's                  Y
## 1549 North America              Master's                  Y
## 1550          Asia            Bachelor's                  Y
## 1551 North America           High School                  Y
## 1552          Asia              Master's                  Y
## 1553 North America             Doctorate                  N
## 1554          Asia              Master's                  N
## 1555          Asia              Master's                  Y
## 1556 North America             Doctorate                  Y
## 1557          Asia            Bachelor's                  N
## 1558        Europe            Bachelor's                  Y
## 1559          Asia            Bachelor's                  N
## 1560          Asia              Master's                  Y
## 1561          Asia            Bachelor's                  Y
## 1562          Asia            Bachelor's                  Y
## 1563 North America            Bachelor's                  Y
## 1564          Asia           High School                  N
## 1565        Europe            Bachelor's                  N
## 1566          Asia              Master's                  Y
## 1567          Asia           High School                  N
## 1568        Europe           High School                  N
## 1569          Asia              Master's                  Y
## 1570        Europe           High School                  Y
## 1571          Asia              Master's                  Y
## 1572 North America            Bachelor's                  N
## 1573          Asia              Master's                  Y
## 1574        Europe              Master's                  Y
## 1575          Asia            Bachelor's                  Y
## 1576          Asia            Bachelor's                  N
## 1577        Europe              Master's                  Y
## 1578 North America            Bachelor's                  N
## 1579 North America           High School                  Y
## 1580        Europe             Doctorate                  Y
## 1581          Asia           High School                  Y
## 1582        Europe            Bachelor's                  Y
## 1583          Asia            Bachelor's                  N
## 1584          Asia            Bachelor's                  N
## 1585          Asia            Bachelor's                  Y
## 1586          Asia           High School                  N
## 1587          Asia            Bachelor's                  Y
## 1588          Asia            Bachelor's                  Y
## 1589          Asia              Master's                  Y
## 1590          Asia            Bachelor's                  N
## 1591        Europe             Doctorate                  Y
## 1592 North America            Bachelor's                  Y
## 1593 North America            Bachelor's                  N
## 1594          Asia            Bachelor's                  N
## 1595          Asia            Bachelor's                  Y
## 1596          Asia            Bachelor's                  Y
## 1597 North America            Bachelor's                  Y
## 1598        Europe            Bachelor's                  Y
## 1599        Europe           High School                  N
## 1600          Asia            Bachelor's                  N
## 1601 North America            Bachelor's                  N
## 1602 North America           High School                  Y
## 1603 North America            Bachelor's                  Y
## 1604          Asia            Bachelor's                  Y
## 1605          Asia            Bachelor's                  N
## 1606          Asia            Bachelor's                  N
## 1607          Asia           High School                  Y
## 1608          Asia              Master's                  Y
## 1609          Asia              Master's                  N
## 1610          Asia            Bachelor's                  Y
## 1611          Asia              Master's                  Y
## 1612          Asia            Bachelor's                  N
## 1613          Asia            Bachelor's                  N
## 1614          Asia            Bachelor's                  Y
## 1615          Asia              Master's                  N
## 1616          Asia              Master's                  Y
## 1617          Asia              Master's                  Y
## 1618          Asia           High School                  N
## 1619 South America            Bachelor's                  Y
## 1620          Asia              Master's                  Y
## 1621          Asia            Bachelor's                  Y
## 1622          Asia              Master's                  Y
## 1623 South America              Master's                  N
## 1624          Asia              Master's                  N
## 1625        Europe             Doctorate                  Y
## 1626          Asia             Doctorate                  N
## 1627        Africa            Bachelor's                  Y
## 1628        Europe             Doctorate                  Y
## 1629          Asia              Master's                  N
## 1630        Europe           High School                  Y
## 1631          Asia            Bachelor's                  N
## 1632          Asia            Bachelor's                  Y
## 1633          Asia            Bachelor's                  Y
## 1634          Asia            Bachelor's                  Y
## 1635          Asia             Doctorate                  N
## 1636        Europe           High School                  N
## 1637          Asia            Bachelor's                  N
## 1638        Europe            Bachelor's                  Y
## 1639        Europe              Master's                  N
## 1640          Asia            Bachelor's                  Y
## 1641        Africa            Bachelor's                  Y
## 1642        Africa              Master's                  N
## 1643 North America              Master's                  N
## 1644          Asia              Master's                  Y
## 1645          Asia              Master's                  Y
## 1646          Asia           High School                  N
## 1647        Europe              Master's                  N
## 1648          Asia              Master's                  N
## 1649 North America            Bachelor's                  N
## 1650          Asia            Bachelor's                  Y
## 1651          Asia              Master's                  N
## 1652 North America            Bachelor's                  Y
## 1653          Asia              Master's                  N
## 1654          Asia              Master's                  Y
## 1655          Asia              Master's                  N
## 1656        Europe            Bachelor's                  Y
## 1657          Asia            Bachelor's                  Y
## 1658          Asia            Bachelor's                  N
## 1659          Asia            Bachelor's                  N
## 1660 North America             Doctorate                  N
## 1661          Asia            Bachelor's                  N
## 1662          Asia           High School                  N
## 1663          Asia           High School                  Y
## 1664 North America              Master's                  N
## 1665          Asia            Bachelor's                  Y
## 1666          Asia              Master's                  N
## 1667          Asia            Bachelor's                  N
## 1668          Asia            Bachelor's                  N
## 1669        Europe            Bachelor's                  Y
## 1670 North America            Bachelor's                  N
## 1671        Europe           High School                  Y
## 1672 North America           High School                  N
## 1673          Asia            Bachelor's                  N
## 1674        Europe              Master's                  N
## 1675          Asia              Master's                  Y
## 1676          Asia            Bachelor's                  Y
## 1677 North America            Bachelor's                  N
## 1678          Asia            Bachelor's                  Y
## 1679          Asia              Master's                  N
## 1680          Asia            Bachelor's                  Y
## 1681          Asia            Bachelor's                  N
## 1682        Europe              Master's                  Y
## 1683          Asia              Master's                  Y
## 1684          Asia             Doctorate                  Y
## 1685        Europe             Doctorate                  N
## 1686          Asia              Master's                  Y
## 1687          Asia            Bachelor's                  Y
## 1688          Asia            Bachelor's                  Y
## 1689          Asia           High School                  Y
## 1690          Asia            Bachelor's                  Y
## 1691          Asia           High School                  Y
## 1692          Asia              Master's                  Y
## 1693 North America            Bachelor's                  Y
## 1694          Asia            Bachelor's                  Y
## 1695 North America              Master's                  Y
## 1696          Asia            Bachelor's                  N
## 1697          Asia              Master's                  N
## 1698 North America             Doctorate                  Y
## 1699          Asia              Master's                  Y
## 1700 South America             Doctorate                  N
## 1701        Africa              Master's                  N
## 1702       Oceania              Master's                  N
## 1703          Asia              Master's                  N
## 1704          Asia           High School                  Y
## 1705 North America              Master's                  N
## 1706          Asia            Bachelor's                  Y
## 1707          Asia              Master's                  Y
## 1708          Asia              Master's                  Y
## 1709          Asia              Master's                  N
## 1710          Asia            Bachelor's                  Y
## 1711          Asia             Doctorate                  N
## 1712        Europe            Bachelor's                  Y
## 1713          Asia              Master's                  Y
## 1714        Africa            Bachelor's                  Y
## 1715          Asia            Bachelor's                  Y
## 1716          Asia              Master's                  Y
## 1717          Asia            Bachelor's                  N
## 1718 North America            Bachelor's                  N
## 1719          Asia            Bachelor's                  Y
## 1720          Asia           High School                  Y
## 1721          Asia            Bachelor's                  Y
## 1722          Asia              Master's                  Y
## 1723          Asia              Master's                  Y
## 1724        Europe            Bachelor's                  N
## 1725          Asia            Bachelor's                  N
## 1726        Europe            Bachelor's                  Y
## 1727          Asia           High School                  N
## 1728          Asia            Bachelor's                  N
## 1729          Asia            Bachelor's                  Y
## 1730        Europe            Bachelor's                  Y
## 1731 North America              Master's                  N
## 1732          Asia           High School                  N
## 1733          Asia              Master's                  Y
## 1734          Asia              Master's                  Y
## 1735          Asia           High School                  N
## 1736          Asia             Doctorate                  Y
## 1737          Asia            Bachelor's                  Y
## 1738          Asia            Bachelor's                  N
## 1739          Asia              Master's                  N
## 1740 South America              Master's                  N
## 1741 South America            Bachelor's                  N
## 1742          Asia            Bachelor's                  Y
## 1743        Europe            Bachelor's                  Y
## 1744          Asia           High School                  N
## 1745 North America            Bachelor's                  Y
## 1746          Asia            Bachelor's                  N
## 1747          Asia           High School                  Y
## 1748          Asia            Bachelor's                  Y
## 1749          Asia              Master's                  Y
## 1750          Asia            Bachelor's                  N
## 1751        Europe             Doctorate                  N
## 1752          Asia            Bachelor's                  N
## 1753 North America            Bachelor's                  Y
## 1754       Oceania              Master's                  Y
## 1755          Asia            Bachelor's                  Y
## 1756          Asia              Master's                  N
## 1757          Asia              Master's                  Y
## 1758          Asia            Bachelor's                  Y
## 1759          Asia            Bachelor's                  N
## 1760          Asia              Master's                  N
## 1761          Asia              Master's                  Y
## 1762          Asia              Master's                  N
## 1763          Asia              Master's                  N
## 1764          Asia              Master's                  Y
## 1765          Asia            Bachelor's                  N
## 1766          Asia              Master's                  Y
## 1767        Europe           High School                  N
## 1768          Asia            Bachelor's                  N
## 1769          Asia            Bachelor's                  Y
## 1770        Europe              Master's                  N
## 1771 North America            Bachelor's                  Y
## 1772        Europe            Bachelor's                  N
## 1773 North America            Bachelor's                  N
## 1774        Europe            Bachelor's                  Y
## 1775          Asia              Master's                  Y
## 1776          Asia              Master's                  Y
## 1777          Asia              Master's                  N
## 1778          Asia              Master's                  Y
## 1779          Asia              Master's                  Y
## 1780          Asia           High School                  Y
## 1781          Asia            Bachelor's                  N
## 1782          Asia           High School                  Y
## 1783       Oceania              Master's                  Y
## 1784          Asia            Bachelor's                  Y
## 1785          Asia            Bachelor's                  Y
## 1786        Europe           High School                  Y
## 1787        Europe           High School                  N
## 1788          Asia             Doctorate                  Y
## 1789          Asia              Master's                  Y
## 1790 North America              Master's                  Y
## 1791          Asia           High School                  N
## 1792          Asia              Master's                  Y
## 1793          Asia            Bachelor's                  N
## 1794          Asia              Master's                  Y
## 1795          Asia              Master's                  Y
## 1796          Asia              Master's                  Y
## 1797          Asia            Bachelor's                  N
## 1798          Asia            Bachelor's                  N
## 1799          Asia              Master's                  Y
## 1800 North America            Bachelor's                  N
## 1801          Asia            Bachelor's                  Y
## 1802          Asia            Bachelor's                  Y
## 1803        Africa              Master's                  Y
## 1804          Asia              Master's                  Y
## 1805        Europe             Doctorate                  N
## 1806          Asia           High School                  N
## 1807 South America              Master's                  N
## 1808 North America            Bachelor's                  N
## 1809 South America              Master's                  N
## 1810          Asia           High School                  N
## 1811        Europe             Doctorate                  Y
## 1812        Europe             Doctorate                  N
## 1813          Asia            Bachelor's                  Y
## 1814          Asia              Master's                  N
## 1815 South America            Bachelor's                  N
## 1816          Asia              Master's                  N
## 1817 North America            Bachelor's                  N
## 1818        Europe           High School                  Y
## 1819        Europe           High School                  Y
## 1820        Europe            Bachelor's                  N
## 1821          Asia           High School                  N
## 1822          Asia            Bachelor's                  N
## 1823        Africa              Master's                  N
## 1824          Asia            Bachelor's                  Y
## 1825          Asia              Master's                  Y
## 1826          Asia              Master's                  N
## 1827        Europe              Master's                  N
## 1828          Asia            Bachelor's                  Y
## 1829          Asia              Master's                  N
## 1830          Asia           High School                  N
## 1831          Asia            Bachelor's                  N
## 1832        Europe             Doctorate                  N
## 1833          Asia             Doctorate                  N
## 1834 North America           High School                  N
## 1835          Asia            Bachelor's                  Y
## 1836          Asia            Bachelor's                  N
## 1837        Africa             Doctorate                  N
## 1838        Europe              Master's                  Y
## 1839 North America            Bachelor's                  Y
## 1840          Asia            Bachelor's                  N
## 1841          Asia              Master's                  N
## 1842          Asia              Master's                  Y
## 1843          Asia              Master's                  Y
## 1844          Asia             Doctorate                  Y
## 1845          Asia            Bachelor's                  N
## 1846          Asia           High School                  N
## 1847          Asia            Bachelor's                  Y
## 1848          Asia              Master's                  N
## 1849          Asia            Bachelor's                  Y
## 1850 South America             Doctorate                  N
## 1851          Asia            Bachelor's                  N
## 1852        Europe              Master's                  Y
## 1853        Europe             Doctorate                  N
## 1854          Asia              Master's                  N
## 1855          Asia              Master's                  Y
## 1856 North America             Doctorate                  Y
## 1857          Asia            Bachelor's                  N
## 1858        Europe             Doctorate                  Y
## 1859          Asia            Bachelor's                  N
## 1860       Oceania            Bachelor's                  Y
## 1861          Asia              Master's                  Y
## 1862          Asia              Master's                  Y
## 1863 South America              Master's                  Y
## 1864          Asia            Bachelor's                  Y
## 1865        Africa             Doctorate                  Y
## 1866          Asia              Master's                  Y
## 1867          Asia              Master's                  N
## 1868          Asia            Bachelor's                  N
## 1869 North America              Master's                  Y
## 1870          Asia              Master's                  N
## 1871          Asia             Doctorate                  N
## 1872        Europe              Master's                  N
## 1873 North America              Master's                  Y
## 1874        Europe              Master's                  Y
## 1875        Europe             Doctorate                  Y
## 1876          Asia              Master's                  N
## 1877          Asia              Master's                  N
## 1878          Asia            Bachelor's                  N
## 1879        Europe            Bachelor's                  N
## 1880          Asia              Master's                  N
## 1881          Asia              Master's                  N
## 1882          Asia              Master's                  N
## 1883 South America              Master's                  N
## 1884          Asia            Bachelor's                  Y
## 1885          Asia            Bachelor's                  Y
## 1886          Asia              Master's                  Y
## 1887          Asia              Master's                  Y
## 1888 North America              Master's                  Y
## 1889 South America              Master's                  N
## 1890          Asia           High School                  N
## 1891 North America              Master's                  Y
## 1892          Asia              Master's                  Y
## 1893 North America              Master's                  Y
## 1894        Europe            Bachelor's                  Y
## 1895          Asia            Bachelor's                  Y
## 1896          Asia           High School                  Y
## 1897        Europe             Doctorate                  Y
## 1898          Asia           High School                  Y
## 1899          Asia              Master's                  Y
## 1900        Africa              Master's                  N
## 1901          Asia           High School                  N
## 1902          Asia              Master's                  Y
## 1903 North America             Doctorate                  N
## 1904          Asia            Bachelor's                  Y
## 1905          Asia            Bachelor's                  Y
## 1906        Europe              Master's                  N
## 1907          Asia           High School                  N
## 1908 North America            Bachelor's                  N
## 1909          Asia             Doctorate                  N
## 1910          Asia              Master's                  N
## 1911 North America             Doctorate                  Y
## 1912          Asia              Master's                  Y
## 1913          Asia            Bachelor's                  Y
## 1914          Asia            Bachelor's                  Y
## 1915          Asia           High School                  Y
## 1916        Africa              Master's                  N
## 1917          Asia            Bachelor's                  Y
## 1918          Asia              Master's                  N
## 1919          Asia            Bachelor's                  Y
## 1920          Asia            Bachelor's                  N
## 1921          Asia              Master's                  Y
## 1922        Africa              Master's                  Y
## 1923        Europe              Master's                  Y
## 1924        Europe            Bachelor's                  Y
## 1925 North America              Master's                  Y
## 1926          Asia              Master's                  N
## 1927          Asia           High School                  Y
## 1928          Asia              Master's                  Y
## 1929          Asia            Bachelor's                  N
## 1930          Asia              Master's                  N
## 1931 North America              Master's                  Y
## 1932        Europe            Bachelor's                  Y
## 1933          Asia            Bachelor's                  N
## 1934          Asia              Master's                  Y
## 1935          Asia              Master's                  Y
## 1936          Asia            Bachelor's                  N
## 1937        Europe           High School                  N
## 1938 North America             Doctorate                  Y
## 1939 South America            Bachelor's                  Y
## 1940          Asia              Master's                  N
## 1941          Asia           High School                  N
## 1942          Asia             Doctorate                  Y
## 1943 North America           High School                  Y
## 1944          Asia              Master's                  Y
## 1945 North America            Bachelor's                  N
## 1946 North America            Bachelor's                  Y
## 1947          Asia              Master's                  N
## 1948        Europe              Master's                  Y
## 1949        Africa              Master's                  N
## 1950          Asia            Bachelor's                  N
## 1951          Asia              Master's                  N
## 1952 North America              Master's                  N
## 1953 North America            Bachelor's                  Y
## 1954 South America            Bachelor's                  Y
## 1955          Asia              Master's                  Y
## 1956          Asia              Master's                  N
## 1957          Asia            Bachelor's                  Y
## 1958 North America            Bachelor's                  Y
## 1959          Asia            Bachelor's                  Y
## 1960          Asia             Doctorate                  Y
## 1961        Europe             Doctorate                  N
## 1962          Asia            Bachelor's                  N
## 1963        Europe              Master's                  Y
## 1964          Asia            Bachelor's                  N
## 1965          Asia            Bachelor's                  Y
## 1966          Asia            Bachelor's                  Y
## 1967 North America            Bachelor's                  Y
## 1968          Asia              Master's                  N
## 1969          Asia            Bachelor's                  N
## 1970          Asia              Master's                  N
## 1971        Europe              Master's                  Y
## 1972          Asia            Bachelor's                  Y
## 1973          Asia              Master's                  Y
## 1974 North America              Master's                  Y
## 1975          Asia              Master's                  N
## 1976          Asia            Bachelor's                  Y
## 1977          Asia            Bachelor's                  Y
## 1978          Asia              Master's                  Y
## 1979          Asia              Master's                  N
## 1980 South America            Bachelor's                  Y
## 1981 South America              Master's                  N
## 1982          Asia              Master's                  Y
## 1983          Asia           High School                  Y
## 1984          Asia           High School                  Y
## 1985          Asia              Master's                  N
## 1986          Asia              Master's                  N
## 1987          Asia              Master's                  Y
## 1988 South America              Master's                  N
## 1989          Asia           High School                  N
## 1990        Europe              Master's                  N
## 1991          Asia             Doctorate                  Y
## 1992          Asia            Bachelor's                  N
## 1993          Asia              Master's                  N
## 1994          Asia            Bachelor's                  Y
## 1995 South America             Doctorate                  Y
## 1996        Europe            Bachelor's                  N
## 1997          Asia            Bachelor's                  N
## 1998          Asia              Master's                  N
## 1999 South America            Bachelor's                  N
## 2000          Asia           High School                  Y
## 2001          Asia              Master's                  Y
## 2002          Asia            Bachelor's                  Y
## 2003 South America            Bachelor's                  Y
## 2004          Asia            Bachelor's                  N
## 2005          Asia           High School                  Y
## 2006 North America             Doctorate                  Y
## 2007 North America              Master's                  N
## 2008          Asia            Bachelor's                  Y
## 2009 North America             Doctorate                  N
## 2010          Asia           High School                  Y
## 2011          Asia            Bachelor's                  N
## 2012          Asia            Bachelor's                  Y
## 2013          Asia            Bachelor's                  N
## 2014        Europe              Master's                  Y
## 2015        Africa            Bachelor's                  Y
## 2016          Asia             Doctorate                  Y
## 2017          Asia           High School                  Y
## 2018          Asia              Master's                  Y
## 2019          Asia            Bachelor's                  Y
## 2020          Asia           High School                  Y
## 2021        Europe            Bachelor's                  Y
## 2022 North America            Bachelor's                  Y
## 2023        Europe             Doctorate                  N
## 2024 North America              Master's                  Y
## 2025          Asia            Bachelor's                  N
## 2026          Asia              Master's                  Y
## 2027          Asia            Bachelor's                  N
## 2028 South America             Doctorate                  Y
## 2029        Europe              Master's                  Y
## 2030          Asia              Master's                  Y
## 2031          Asia             Doctorate                  N
## 2032          Asia            Bachelor's                  Y
## 2033          Asia             Doctorate                  Y
## 2034          Asia              Master's                  Y
## 2035          Asia            Bachelor's                  N
## 2036          Asia              Master's                  Y
## 2037          Asia           High School                  Y
## 2038          Asia           High School                  Y
## 2039       Oceania           High School                  Y
## 2040          Asia            Bachelor's                  Y
## 2041          Asia              Master's                  Y
## 2042          Asia           High School                  N
## 2043          Asia              Master's                  Y
## 2044          Asia           High School                  N
## 2045          Asia            Bachelor's                  N
## 2046        Europe            Bachelor's                  Y
## 2047        Europe              Master's                  Y
## 2048          Asia              Master's                  Y
## 2049          Asia            Bachelor's                  Y
## 2050          Asia            Bachelor's                  Y
## 2051          Asia              Master's                  Y
## 2052        Europe              Master's                  N
## 2053        Europe              Master's                  Y
## 2054        Europe            Bachelor's                  Y
## 2055 North America            Bachelor's                  N
## 2056          Asia            Bachelor's                  N
## 2057          Asia           High School                  Y
## 2058 South America            Bachelor's                  N
## 2059          Asia              Master's                  Y
## 2060          Asia              Master's                  N
## 2061          Asia            Bachelor's                  Y
## 2062          Asia            Bachelor's                  Y
## 2063          Asia            Bachelor's                  Y
## 2064        Africa              Master's                  Y
## 2065          Asia            Bachelor's                  Y
## 2066          Asia            Bachelor's                  Y
## 2067       Oceania           High School                  Y
## 2068        Europe           High School                  N
## 2069 North America              Master's                  Y
## 2070        Europe            Bachelor's                  Y
## 2071          Asia            Bachelor's                  N
## 2072          Asia              Master's                  Y
## 2073          Asia           High School                  Y
## 2074 North America            Bachelor's                  Y
## 2075          Asia              Master's                  N
## 2076          Asia              Master's                  N
## 2077          Asia           High School                  Y
## 2078          Asia            Bachelor's                  N
## 2079          Asia            Bachelor's                  N
## 2080 North America           High School                  Y
## 2081 North America            Bachelor's                  Y
## 2082 South America            Bachelor's                  N
## 2083          Asia            Bachelor's                  Y
## 2084          Asia            Bachelor's                  Y
## 2085 North America            Bachelor's                  N
## 2086          Asia             Doctorate                  Y
## 2087 North America            Bachelor's                  N
## 2088 North America            Bachelor's                  N
## 2089        Africa            Bachelor's                  Y
## 2090          Asia           High School                  Y
## 2091        Africa              Master's                  Y
## 2092        Europe           High School                  Y
## 2093 North America            Bachelor's                  Y
## 2094        Europe              Master's                  N
## 2095          Asia              Master's                  Y
## 2096          Asia            Bachelor's                  Y
## 2097          Asia              Master's                  N
## 2098        Europe            Bachelor's                  Y
## 2099          Asia            Bachelor's                  Y
## 2100          Asia           High School                  N
## 2101          Asia              Master's                  Y
## 2102          Asia              Master's                  N
## 2103 North America              Master's                  N
## 2104        Europe            Bachelor's                  Y
## 2105          Asia             Doctorate                  N
## 2106        Europe            Bachelor's                  Y
## 2107 North America            Bachelor's                  Y
## 2108          Asia            Bachelor's                  N
## 2109          Asia            Bachelor's                  Y
## 2110        Europe           High School                  N
## 2111          Asia             Doctorate                  N
## 2112          Asia           High School                  N
## 2113          Asia              Master's                  Y
## 2114 North America              Master's                  Y
## 2115          Asia              Master's                  Y
## 2116          Asia              Master's                  N
## 2117          Asia            Bachelor's                  N
## 2118          Asia             Doctorate                  Y
## 2119        Europe             Doctorate                  Y
## 2120 North America            Bachelor's                  N
## 2121        Europe            Bachelor's                  Y
## 2122          Asia            Bachelor's                  Y
## 2123          Asia            Bachelor's                  Y
## 2124          Asia           High School                  Y
## 2125 North America           High School                  Y
## 2126 North America              Master's                  Y
## 2127          Asia              Master's                  Y
## 2128 North America              Master's                  N
## 2129          Asia              Master's                  Y
## 2130          Asia              Master's                  Y
## 2131          Asia            Bachelor's                  N
## 2132        Europe             Doctorate                  Y
## 2133          Asia            Bachelor's                  Y
## 2134          Asia              Master's                  Y
## 2135          Asia              Master's                  Y
## 2136        Europe           High School                  Y
## 2137          Asia             Doctorate                  N
## 2138 North America              Master's                  Y
## 2139          Asia           High School                  N
## 2140 North America              Master's                  Y
## 2141          Asia            Bachelor's                  N
## 2142          Asia              Master's                  Y
## 2143          Asia           High School                  N
## 2144 North America            Bachelor's                  Y
## 2145          Asia           High School                  Y
## 2146          Asia            Bachelor's                  Y
## 2147          Asia              Master's                  Y
## 2148          Asia              Master's                  Y
## 2149          Asia            Bachelor's                  N
## 2150 North America              Master's                  Y
## 2151          Asia            Bachelor's                  Y
## 2152          Asia              Master's                  N
## 2153          Asia            Bachelor's                  Y
## 2154          Asia              Master's                  N
## 2155 North America            Bachelor's                  Y
## 2156        Europe              Master's                  N
## 2157          Asia              Master's                  N
## 2158          Asia           High School                  Y
## 2159          Asia            Bachelor's                  Y
## 2160          Asia             Doctorate                  N
## 2161 North America            Bachelor's                  N
## 2162 North America             Doctorate                  N
## 2163          Asia            Bachelor's                  N
## 2164          Asia            Bachelor's                  N
## 2165          Asia              Master's                  Y
## 2166 South America              Master's                  Y
## 2167          Asia              Master's                  N
## 2168          Asia            Bachelor's                  Y
## 2169          Asia              Master's                  Y
## 2170 North America            Bachelor's                  Y
## 2171          Asia            Bachelor's                  N
## 2172          Asia            Bachelor's                  N
## 2173        Europe            Bachelor's                  N
## 2174          Asia            Bachelor's                  Y
## 2175          Asia            Bachelor's                  Y
## 2176        Europe            Bachelor's                  Y
## 2177 North America            Bachelor's                  N
## 2178          Asia             Doctorate                  N
## 2179          Asia           High School                  Y
## 2180 North America           High School                  Y
## 2181 North America            Bachelor's                  N
## 2182          Asia            Bachelor's                  Y
## 2183          Asia            Bachelor's                  N
## 2184          Asia              Master's                  N
## 2185          Asia              Master's                  Y
## 2186          Asia              Master's                  Y
## 2187        Europe            Bachelor's                  N
## 2188          Asia            Bachelor's                  Y
## 2189          Asia              Master's                  Y
## 2190          Asia              Master's                  Y
## 2191          Asia           High School                  N
## 2192          Asia              Master's                  Y
## 2193          Asia            Bachelor's                  Y
## 2194          Asia              Master's                  Y
## 2195          Asia              Master's                  Y
## 2196        Europe            Bachelor's                  Y
## 2197          Asia              Master's                  N
## 2198          Asia            Bachelor's                  Y
## 2199          Asia              Master's                  Y
## 2200        Europe             Doctorate                  Y
## 2201          Asia            Bachelor's                  Y
## 2202          Asia            Bachelor's                  Y
## 2203          Asia              Master's                  Y
## 2204        Africa            Bachelor's                  Y
## 2205          Asia            Bachelor's                  Y
## 2206 North America              Master's                  Y
## 2207          Asia            Bachelor's                  Y
## 2208          Asia           High School                  N
## 2209          Asia            Bachelor's                  Y
## 2210          Asia              Master's                  Y
## 2211          Asia              Master's                  N
## 2212 South America              Master's                  Y
## 2213          Asia           High School                  Y
## 2214 South America            Bachelor's                  Y
## 2215 North America            Bachelor's                  N
## 2216 South America            Bachelor's                  N
## 2217        Europe            Bachelor's                  N
## 2218          Asia           High School                  N
## 2219        Europe           High School                  N
## 2220          Asia              Master's                  Y
## 2221        Europe              Master's                  N
## 2222          Asia           High School                  Y
## 2223          Asia              Master's                  N
## 2224          Asia            Bachelor's                  Y
## 2225          Asia           High School                  Y
## 2226        Europe            Bachelor's                  N
## 2227       Oceania              Master's                  Y
## 2228          Asia           High School                  N
## 2229 North America            Bachelor's                  N
## 2230 South America              Master's                  Y
## 2231          Asia              Master's                  N
## 2232 North America              Master's                  Y
## 2233          Asia            Bachelor's                  Y
## 2234        Europe              Master's                  Y
## 2235 North America            Bachelor's                  N
## 2236 North America              Master's                  Y
## 2237          Asia            Bachelor's                  Y
## 2238        Europe              Master's                  N
## 2239        Europe              Master's                  N
## 2240          Asia              Master's                  N
## 2241 South America              Master's                  Y
## 2242        Europe            Bachelor's                  Y
## 2243          Asia            Bachelor's                  Y
## 2244          Asia              Master's                  N
## 2245          Asia           High School                  Y
## 2246 North America            Bachelor's                  Y
## 2247          Asia           High School                  Y
## 2248          Asia             Doctorate                  Y
## 2249          Asia              Master's                  N
## 2250          Asia            Bachelor's                  Y
## 2251 North America              Master's                  Y
## 2252 North America            Bachelor's                  N
## 2253          Asia              Master's                  Y
## 2254          Asia            Bachelor's                  Y
## 2255       Oceania              Master's                  N
## 2256 North America           High School                  Y
## 2257        Europe              Master's                  Y
## 2258          Asia             Doctorate                  Y
## 2259        Europe              Master's                  N
## 2260          Asia              Master's                  Y
## 2261          Asia             Doctorate                  Y
## 2262          Asia              Master's                  Y
## 2263          Asia            Bachelor's                  N
## 2264        Europe           High School                  N
## 2265          Asia            Bachelor's                  Y
## 2266        Africa              Master's                  N
## 2267          Asia              Master's                  N
## 2268 North America           High School                  Y
## 2269        Europe            Bachelor's                  N
## 2270        Europe              Master's                  N
## 2271          Asia            Bachelor's                  Y
## 2272          Asia              Master's                  Y
## 2273          Asia            Bachelor's                  N
## 2274          Asia              Master's                  Y
## 2275       Oceania              Master's                  N
## 2276          Asia           High School                  Y
## 2277          Asia              Master's                  N
## 2278          Asia            Bachelor's                  Y
## 2279        Europe             Doctorate                  Y
## 2280          Asia           High School                  Y
## 2281        Europe           High School                  Y
## 2282 North America            Bachelor's                  N
## 2283          Asia            Bachelor's                  Y
## 2284          Asia           High School                  Y
## 2285        Europe              Master's                  Y
## 2286          Asia            Bachelor's                  Y
## 2287        Europe            Bachelor's                  N
## 2288          Asia              Master's                  Y
## 2289 North America             Doctorate                  N
## 2290          Asia             Doctorate                  Y
## 2291          Asia              Master's                  N
## 2292          Asia            Bachelor's                  Y
## 2293          Asia            Bachelor's                  N
## 2294          Asia            Bachelor's                  Y
## 2295          Asia              Master's                  Y
## 2296          Asia              Master's                  Y
## 2297          Asia             Doctorate                  N
## 2298          Asia           High School                  Y
## 2299          Asia            Bachelor's                  Y
## 2300        Africa             Doctorate                  N
## 2301        Europe            Bachelor's                  Y
## 2302          Asia            Bachelor's                  N
## 2303          Asia              Master's                  N
## 2304          Asia              Master's                  N
## 2305        Europe              Master's                  Y
## 2306          Asia              Master's                  Y
## 2307          Asia            Bachelor's                  N
## 2308          Asia              Master's                  N
## 2309          Asia            Bachelor's                  Y
## 2310          Asia              Master's                  Y
## 2311        Europe              Master's                  Y
## 2312        Europe            Bachelor's                  Y
## 2313          Asia            Bachelor's                  N
## 2314          Asia              Master's                  Y
## 2315          Asia            Bachelor's                  Y
## 2316 North America           High School                  Y
## 2317        Europe            Bachelor's                  Y
## 2318        Europe              Master's                  N
## 2319        Europe             Doctorate                  N
## 2320        Europe              Master's                  Y
## 2321          Asia              Master's                  Y
## 2322          Asia            Bachelor's                  N
## 2323          Asia            Bachelor's                  N
## 2324          Asia            Bachelor's                  N
## 2325          Asia            Bachelor's                  Y
## 2326          Asia              Master's                  N
## 2327          Asia              Master's                  Y
## 2328          Asia           High School                  Y
## 2329          Asia            Bachelor's                  Y
## 2330          Asia              Master's                  N
## 2331          Asia            Bachelor's                  Y
## 2332 North America              Master's                  Y
## 2333          Asia            Bachelor's                  N
## 2334        Europe            Bachelor's                  N
## 2335          Asia            Bachelor's                  Y
## 2336          Asia           High School                  N
## 2337        Africa            Bachelor's                  Y
## 2338          Asia              Master's                  N
## 2339          Asia            Bachelor's                  N
## 2340          Asia              Master's                  Y
## 2341        Europe             Doctorate                  N
## 2342          Asia              Master's                  N
## 2343          Asia              Master's                  N
## 2344          Asia              Master's                  Y
## 2345          Asia            Bachelor's                  Y
## 2346          Asia            Bachelor's                  N
## 2347 South America            Bachelor's                  Y
## 2348          Asia              Master's                  N
## 2349 North America            Bachelor's                  Y
## 2350          Asia            Bachelor's                  N
## 2351          Asia              Master's                  N
## 2352          Asia           High School                  Y
## 2353          Asia            Bachelor's                  Y
## 2354          Asia            Bachelor's                  N
## 2355          Asia            Bachelor's                  Y
## 2356 North America            Bachelor's                  Y
## 2357          Asia              Master's                  N
## 2358        Europe             Doctorate                  Y
## 2359 South America            Bachelor's                  N
## 2360 South America            Bachelor's                  Y
## 2361          Asia              Master's                  N
## 2362          Asia              Master's                  N
## 2363 North America              Master's                  Y
## 2364          Asia              Master's                  N
## 2365          Asia           High School                  N
## 2366          Asia              Master's                  Y
## 2367          Asia            Bachelor's                  N
## 2368        Europe            Bachelor's                  N
## 2369 South America            Bachelor's                  Y
## 2370          Asia            Bachelor's                  N
## 2371          Asia           High School                  Y
## 2372          Asia            Bachelor's                  N
## 2373          Asia              Master's                  Y
## 2374          Asia            Bachelor's                  Y
## 2375 North America              Master's                  N
## 2376          Asia            Bachelor's                  N
## 2377 South America            Bachelor's                  N
## 2378 North America            Bachelor's                  Y
## 2379 North America              Master's                  Y
## 2380       Oceania              Master's                  Y
## 2381          Asia              Master's                  Y
## 2382 North America             Doctorate                  N
## 2383          Asia            Bachelor's                  N
## 2384          Asia           High School                  Y
## 2385          Asia           High School                  N
## 2386          Asia            Bachelor's                  Y
## 2387          Asia              Master's                  Y
## 2388          Asia            Bachelor's                  N
## 2389          Asia              Master's                  Y
## 2390          Asia            Bachelor's                  Y
## 2391          Asia            Bachelor's                  N
## 2392          Asia              Master's                  N
## 2393          Asia           High School                  Y
## 2394        Europe            Bachelor's                  Y
## 2395          Asia              Master's                  Y
## 2396        Europe            Bachelor's                  Y
## 2397          Asia              Master's                  N
## 2398 North America              Master's                  Y
## 2399          Asia            Bachelor's                  Y
## 2400          Asia           High School                  Y
## 2401 North America             Doctorate                  N
## 2402          Asia            Bachelor's                  N
## 2403          Asia            Bachelor's                  N
## 2404          Asia           High School                  Y
## 2405          Asia            Bachelor's                  Y
## 2406 North America              Master's                  Y
## 2407          Asia              Master's                  Y
## 2408          Asia            Bachelor's                  N
## 2409          Asia           High School                  N
## 2410          Asia            Bachelor's                  N
## 2411          Asia           High School                  N
## 2412          Asia           High School                  N
## 2413          Asia           High School                  Y
## 2414 North America           High School                  N
## 2415          Asia              Master's                  N
## 2416        Europe           High School                  Y
## 2417        Europe            Bachelor's                  Y
## 2418          Asia            Bachelor's                  N
## 2419          Asia           High School                  N
## 2420          Asia              Master's                  N
## 2421          Asia            Bachelor's                  Y
## 2422          Asia              Master's                  Y
## 2423        Europe             Doctorate                  N
## 2424          Asia              Master's                  Y
## 2425          Asia            Bachelor's                  N
## 2426          Asia              Master's                  Y
## 2427        Europe           High School                  Y
## 2428        Europe           High School                  Y
## 2429          Asia           High School                  Y
## 2430          Asia            Bachelor's                  Y
## 2431          Asia              Master's                  N
## 2432          Asia           High School                  Y
## 2433          Asia              Master's                  Y
## 2434          Asia             Doctorate                  N
## 2435       Oceania              Master's                  Y
## 2436          Asia           High School                  N
## 2437          Asia            Bachelor's                  Y
## 2438          Asia           High School                  N
## 2439 South America              Master's                  Y
## 2440          Asia              Master's                  Y
## 2441          Asia            Bachelor's                  N
## 2442       Oceania           High School                  Y
## 2443          Asia              Master's                  Y
## 2444          Asia              Master's                  N
## 2445 North America              Master's                  Y
## 2446          Asia           High School                  N
## 2447          Asia              Master's                  N
## 2448          Asia           High School                  Y
## 2449          Asia           High School                  Y
## 2450        Europe            Bachelor's                  Y
## 2451          Asia           High School                  Y
## 2452          Asia              Master's                  Y
## 2453          Asia              Master's                  Y
## 2454          Asia           High School                  N
## 2455          Asia            Bachelor's                  Y
## 2456          Asia            Bachelor's                  Y
## 2457        Europe            Bachelor's                  Y
## 2458          Asia           High School                  N
## 2459 North America            Bachelor's                  Y
## 2460          Asia            Bachelor's                  N
## 2461        Europe             Doctorate                  Y
## 2462        Europe           High School                  N
## 2463          Asia            Bachelor's                  Y
## 2464          Asia            Bachelor's                  N
## 2465          Asia            Bachelor's                  Y
## 2466          Asia            Bachelor's                  N
## 2467          Asia              Master's                  N
## 2468          Asia            Bachelor's                  Y
## 2469          Asia            Bachelor's                  Y
## 2470 North America           High School                  Y
## 2471          Asia            Bachelor's                  Y
## 2472          Asia            Bachelor's                  Y
## 2473          Asia              Master's                  N
## 2474        Europe            Bachelor's                  N
## 2475          Asia             Doctorate                  N
## 2476          Asia              Master's                  Y
## 2477 North America            Bachelor's                  N
## 2478          Asia              Master's                  N
## 2479 North America             Doctorate                  Y
## 2480          Asia            Bachelor's                  Y
## 2481        Europe              Master's                  Y
## 2482          Asia            Bachelor's                  N
## 2483        Europe             Doctorate                  Y
## 2484          Asia            Bachelor's                  Y
## 2485          Asia            Bachelor's                  Y
## 2486          Asia            Bachelor's                  Y
## 2487 North America              Master's                  Y
## 2488          Asia            Bachelor's                  Y
## 2489          Asia              Master's                  Y
## 2490          Asia            Bachelor's                  Y
## 2491          Asia              Master's                  Y
## 2492          Asia              Master's                  N
## 2493          Asia              Master's                  N
## 2494          Asia           High School                  Y
## 2495 North America           High School                  N
## 2496 South America           High School                  N
## 2497        Europe              Master's                  N
## 2498          Asia            Bachelor's                  N
## 2499          Asia              Master's                  Y
## 2500        Europe            Bachelor's                  Y
## 2501          Asia              Master's                  N
## 2502          Asia              Master's                  Y
## 2503          Asia            Bachelor's                  Y
## 2504          Asia            Bachelor's                  Y
## 2505          Asia            Bachelor's                  Y
## 2506          Asia            Bachelor's                  Y
## 2507 North America              Master's                  Y
## 2508          Asia             Doctorate                  N
## 2509          Asia            Bachelor's                  Y
## 2510          Asia            Bachelor's                  Y
## 2511          Asia              Master's                  Y
## 2512          Asia            Bachelor's                  N
## 2513          Asia           High School                  N
## 2514          Asia              Master's                  Y
## 2515 South America             Doctorate                  Y
## 2516          Asia              Master's                  N
## 2517          Asia              Master's                  N
## 2518          Asia              Master's                  N
## 2519          Asia           High School                  N
## 2520          Asia              Master's                  Y
## 2521          Asia            Bachelor's                  N
## 2522          Asia            Bachelor's                  Y
## 2523        Europe             Doctorate                  Y
## 2524          Asia             Doctorate                  Y
## 2525          Asia            Bachelor's                  N
## 2526          Asia              Master's                  N
## 2527          Asia              Master's                  Y
## 2528          Asia            Bachelor's                  N
## 2529        Europe             Doctorate                  Y
## 2530          Asia              Master's                  Y
## 2531          Asia            Bachelor's                  Y
## 2532          Asia           High School                  Y
## 2533          Asia              Master's                  Y
## 2534        Europe              Master's                  Y
## 2535          Asia            Bachelor's                  N
## 2536        Europe              Master's                  N
## 2537 North America              Master's                  Y
## 2538          Asia              Master's                  N
## 2539 North America            Bachelor's                  Y
## 2540          Asia              Master's                  Y
## 2541          Asia              Master's                  Y
## 2542          Asia            Bachelor's                  Y
## 2543          Asia             Doctorate                  Y
## 2544          Asia           High School                  Y
## 2545          Asia           High School                  Y
## 2546          Asia            Bachelor's                  Y
## 2547          Asia              Master's                  Y
## 2548          Asia           High School                  Y
## 2549          Asia             Doctorate                  Y
## 2550          Asia           High School                  Y
## 2551 North America            Bachelor's                  Y
## 2552          Asia              Master's                  N
## 2553        Africa             Doctorate                  N
## 2554        Europe            Bachelor's                  Y
## 2555 North America            Bachelor's                  Y
## 2556          Asia              Master's                  Y
## 2557        Europe            Bachelor's                  N
## 2558          Asia              Master's                  Y
## 2559          Asia            Bachelor's                  Y
## 2560 North America              Master's                  Y
## 2561          Asia              Master's                  Y
## 2562          Asia            Bachelor's                  N
## 2563          Asia            Bachelor's                  Y
## 2564          Asia            Bachelor's                  Y
## 2565          Asia            Bachelor's                  N
## 2566          Asia              Master's                  N
## 2567          Asia              Master's                  Y
## 2568          Asia              Master's                  Y
## 2569        Europe             Doctorate                  Y
## 2570          Asia              Master's                  N
## 2571          Asia            Bachelor's                  Y
## 2572          Asia              Master's                  N
## 2573          Asia              Master's                  N
## 2574        Europe              Master's                  Y
## 2575          Asia            Bachelor's                  N
## 2576        Africa              Master's                  Y
## 2577          Asia              Master's                  Y
## 2578          Asia            Bachelor's                  Y
## 2579 South America           High School                  Y
## 2580          Asia            Bachelor's                  Y
## 2581          Asia              Master's                  N
## 2582        Europe           High School                  Y
## 2583          Asia            Bachelor's                  Y
## 2584          Asia              Master's                  Y
## 2585          Asia           High School                  N
## 2586          Asia           High School                  N
## 2587          Asia            Bachelor's                  N
## 2588          Asia            Bachelor's                  Y
## 2589 North America              Master's                  Y
## 2590          Asia           High School                  N
## 2591          Asia              Master's                  Y
## 2592        Africa            Bachelor's                  Y
## 2593          Asia           High School                  Y
## 2594 North America              Master's                  N
## 2595          Asia              Master's                  Y
## 2596          Asia              Master's                  N
## 2597          Asia            Bachelor's                  N
## 2598          Asia           High School                  Y
## 2599          Asia           High School                  Y
## 2600 North America           High School                  Y
## 2601          Asia              Master's                  N
## 2602 South America              Master's                  N
## 2603          Asia              Master's                  Y
## 2604          Asia              Master's                  N
## 2605          Asia            Bachelor's                  Y
## 2606          Asia            Bachelor's                  Y
## 2607          Asia            Bachelor's                  Y
## 2608          Asia           High School                  N
## 2609          Asia              Master's                  Y
## 2610          Asia            Bachelor's                  Y
## 2611        Africa            Bachelor's                  N
## 2612          Asia            Bachelor's                  N
## 2613          Asia              Master's                  N
## 2614          Asia            Bachelor's                  N
## 2615        Africa              Master's                  Y
## 2616          Asia              Master's                  Y
## 2617          Asia            Bachelor's                  Y
## 2618          Asia            Bachelor's                  Y
## 2619          Asia              Master's                  N
## 2620          Asia            Bachelor's                  N
## 2621          Asia            Bachelor's                  Y
## 2622          Asia            Bachelor's                  Y
## 2623          Asia              Master's                  N
## 2624          Asia              Master's                  N
## 2625          Asia            Bachelor's                  Y
## 2626        Europe            Bachelor's                  Y
## 2627          Asia           High School                  N
## 2628 North America              Master's                  Y
## 2629 North America           High School                  N
## 2630          Asia           High School                  N
## 2631          Asia              Master's                  Y
## 2632          Asia             Doctorate                  N
## 2633 North America              Master's                  Y
## 2634          Asia            Bachelor's                  Y
## 2635          Asia            Bachelor's                  N
## 2636          Asia            Bachelor's                  N
## 2637          Asia              Master's                  Y
## 2638 North America            Bachelor's                  Y
## 2639 North America              Master's                  Y
## 2640 North America             Doctorate                  Y
## 2641          Asia             Doctorate                  N
## 2642          Asia              Master's                  N
## 2643        Africa             Doctorate                  N
## 2644          Asia            Bachelor's                  Y
## 2645          Asia              Master's                  Y
## 2646          Asia              Master's                  N
## 2647          Asia            Bachelor's                  Y
## 2648          Asia              Master's                  N
## 2649 North America              Master's                  Y
## 2650          Asia            Bachelor's                  Y
## 2651 South America              Master's                  N
## 2652          Asia            Bachelor's                  N
## 2653          Asia            Bachelor's                  N
## 2654 North America            Bachelor's                  N
## 2655        Europe           High School                  Y
## 2656 South America            Bachelor's                  N
## 2657          Asia              Master's                  Y
## 2658          Asia              Master's                  Y
## 2659          Asia            Bachelor's                  N
## 2660        Europe              Master's                  Y
## 2661          Asia              Master's                  N
## 2662        Africa              Master's                  N
## 2663          Asia              Master's                  N
## 2664          Asia           High School                  Y
## 2665          Asia             Doctorate                  Y
## 2666        Europe              Master's                  Y
## 2667          Asia            Bachelor's                  Y
## 2668        Europe           High School                  N
## 2669          Asia            Bachelor's                  Y
## 2670          Asia           High School                  N
## 2671 North America              Master's                  Y
## 2672          Asia             Doctorate                  N
## 2673          Asia              Master's                  Y
## 2674          Asia           High School                  N
## 2675          Asia            Bachelor's                  Y
## 2676 North America              Master's                  Y
## 2677 North America              Master's                  N
## 2678          Asia            Bachelor's                  Y
## 2679          Asia           High School                  N
## 2680          Asia            Bachelor's                  Y
## 2681        Europe             Doctorate                  Y
## 2682          Asia            Bachelor's                  N
## 2683          Asia              Master's                  Y
## 2684          Asia            Bachelor's                  N
## 2685          Asia           High School                  N
## 2686 North America              Master's                  N
## 2687          Asia             Doctorate                  Y
## 2688        Europe            Bachelor's                  Y
## 2689          Asia              Master's                  N
## 2690          Asia              Master's                  Y
## 2691        Europe              Master's                  Y
## 2692          Asia              Master's                  Y
## 2693          Asia            Bachelor's                  N
## 2694          Asia              Master's                  Y
## 2695          Asia            Bachelor's                  N
## 2696 South America              Master's                  Y
## 2697 North America            Bachelor's                  N
## 2698          Asia              Master's                  N
## 2699          Asia            Bachelor's                  Y
## 2700          Asia             Doctorate                  Y
## 2701 North America            Bachelor's                  N
## 2702          Asia              Master's                  N
## 2703          Asia             Doctorate                  Y
## 2704          Asia           High School                  N
## 2705        Europe           High School                  Y
## 2706          Asia            Bachelor's                  Y
## 2707        Europe            Bachelor's                  Y
## 2708          Asia           High School                  N
## 2709          Asia              Master's                  N
## 2710          Asia            Bachelor's                  N
## 2711          Asia              Master's                  N
## 2712          Asia            Bachelor's                  Y
## 2713          Asia            Bachelor's                  N
## 2714          Asia           High School                  Y
## 2715          Asia           High School                  N
## 2716          Asia            Bachelor's                  Y
## 2717        Europe            Bachelor's                  N
## 2718          Asia           High School                  Y
## 2719          Asia             Doctorate                  Y
## 2720 South America              Master's                  N
## 2721        Europe              Master's                  N
## 2722          Asia              Master's                  N
## 2723 South America            Bachelor's                  N
## 2724          Asia              Master's                  N
## 2725        Europe              Master's                  Y
## 2726 North America              Master's                  N
## 2727          Asia              Master's                  Y
## 2728          Asia            Bachelor's                  N
## 2729          Asia              Master's                  N
## 2730          Asia           High School                  Y
## 2731          Asia            Bachelor's                  N
## 2732        Europe             Doctorate                  Y
## 2733          Asia            Bachelor's                  Y
## 2734          Asia           High School                  Y
## 2735          Asia            Bachelor's                  N
## 2736          Asia              Master's                  N
## 2737          Asia            Bachelor's                  N
## 2738        Europe              Master's                  N
## 2739          Asia              Master's                  N
## 2740          Asia              Master's                  N
## 2741 North America              Master's                  N
## 2742          Asia              Master's                  Y
## 2743          Asia              Master's                  Y
## 2744 North America            Bachelor's                  Y
## 2745          Asia              Master's                  N
## 2746          Asia              Master's                  Y
## 2747          Asia              Master's                  N
## 2748          Asia            Bachelor's                  Y
## 2749          Asia            Bachelor's                  N
## 2750          Asia            Bachelor's                  N
## 2751          Asia           High School                  Y
## 2752          Asia            Bachelor's                  Y
## 2753          Asia             Doctorate                  Y
## 2754          Asia              Master's                  Y
## 2755 North America            Bachelor's                  N
## 2756          Asia            Bachelor's                  Y
## 2757          Asia           High School                  N
## 2758        Europe              Master's                  N
## 2759          Asia              Master's                  N
## 2760          Asia            Bachelor's                  Y
## 2761          Asia              Master's                  Y
## 2762          Asia            Bachelor's                  N
## 2763          Asia            Bachelor's                  Y
## 2764          Asia              Master's                  N
## 2765          Asia              Master's                  Y
## 2766 North America              Master's                  N
## 2767          Asia              Master's                  Y
## 2768          Asia            Bachelor's                  Y
## 2769          Asia            Bachelor's                  N
## 2770 North America            Bachelor's                  Y
## 2771        Europe            Bachelor's                  N
## 2772          Asia            Bachelor's                  Y
## 2773 North America              Master's                  Y
## 2774          Asia            Bachelor's                  Y
## 2775          Asia            Bachelor's                  N
## 2776          Asia              Master's                  Y
## 2777          Asia              Master's                  Y
## 2778          Asia            Bachelor's                  N
## 2779          Asia           High School                  Y
## 2780          Asia              Master's                  N
## 2781 North America             Doctorate                  Y
## 2782 South America            Bachelor's                  N
## 2783 North America            Bachelor's                  Y
## 2784          Asia           High School                  Y
## 2785          Asia           High School                  N
## 2786       Oceania              Master's                  Y
## 2787          Asia             Doctorate                  N
## 2788          Asia            Bachelor's                  N
## 2789        Europe              Master's                  N
## 2790        Europe            Bachelor's                  Y
## 2791          Asia              Master's                  Y
## 2792          Asia             Doctorate                  Y
## 2793          Asia            Bachelor's                  N
## 2794          Asia            Bachelor's                  N
## 2795          Asia             Doctorate                  N
## 2796          Asia              Master's                  Y
## 2797          Asia           High School                  Y
## 2798        Europe            Bachelor's                  Y
## 2799 North America              Master's                  N
## 2800          Asia              Master's                  Y
## 2801          Asia            Bachelor's                  Y
## 2802        Europe             Doctorate                  Y
## 2803        Europe            Bachelor's                  N
## 2804 South America            Bachelor's                  Y
## 2805          Asia             Doctorate                  N
## 2806          Asia           High School                  Y
## 2807          Asia             Doctorate                  Y
## 2808          Asia              Master's                  Y
## 2809 North America            Bachelor's                  Y
## 2810          Asia            Bachelor's                  N
## 2811          Asia              Master's                  Y
## 2812        Europe              Master's                  N
## 2813        Europe             Doctorate                  N
## 2814          Asia           High School                  N
## 2815          Asia            Bachelor's                  Y
## 2816          Asia             Doctorate                  Y
## 2817          Asia              Master's                  N
## 2818          Asia            Bachelor's                  Y
## 2819 North America            Bachelor's                  N
## 2820          Asia           High School                  Y
## 2821          Asia            Bachelor's                  N
## 2822          Asia            Bachelor's                  Y
## 2823 North America            Bachelor's                  Y
## 2824          Asia              Master's                  N
## 2825          Asia           High School                  Y
## 2826        Europe           High School                  Y
## 2827 North America              Master's                  Y
## 2828          Asia              Master's                  N
## 2829        Europe             Doctorate                  Y
## 2830          Asia            Bachelor's                  Y
## 2831          Asia            Bachelor's                  Y
## 2832        Europe              Master's                  Y
## 2833          Asia              Master's                  Y
## 2834          Asia           High School                  N
## 2835        Europe            Bachelor's                  Y
## 2836          Asia              Master's                  Y
## 2837          Asia              Master's                  N
## 2838        Europe            Bachelor's                  N
## 2839        Europe             Doctorate                  Y
## 2840          Asia            Bachelor's                  Y
## 2841        Europe            Bachelor's                  N
## 2842        Europe              Master's                  N
## 2843          Asia             Doctorate                  N
## 2844          Asia            Bachelor's                  N
## 2845 North America            Bachelor's                  N
## 2846        Africa            Bachelor's                  N
## 2847          Asia              Master's                  Y
## 2848        Europe            Bachelor's                  Y
## 2849          Asia            Bachelor's                  Y
## 2850          Asia            Bachelor's                  Y
## 2851          Asia           High School                  Y
## 2852 South America              Master's                  N
## 2853          Asia            Bachelor's                  Y
## 2854          Asia            Bachelor's                  N
## 2855          Asia              Master's                  Y
## 2856        Europe             Doctorate                  N
## 2857          Asia            Bachelor's                  N
## 2858        Europe           High School                  Y
## 2859          Asia              Master's                  Y
## 2860          Asia            Bachelor's                  N
## 2861          Asia              Master's                  N
## 2862          Asia              Master's                  N
## 2863          Asia            Bachelor's                  N
## 2864          Asia           High School                  Y
## 2865          Asia           High School                  Y
## 2866          Asia              Master's                  Y
## 2867          Asia            Bachelor's                  Y
## 2868          Asia              Master's                  N
## 2869          Asia              Master's                  N
## 2870 North America            Bachelor's                  Y
## 2871          Asia              Master's                  Y
## 2872        Europe              Master's                  N
## 2873          Asia            Bachelor's                  Y
## 2874        Europe           High School                  N
## 2875        Europe             Doctorate                  N
## 2876          Asia           High School                  Y
## 2877          Asia            Bachelor's                  N
## 2878          Asia            Bachelor's                  Y
## 2879          Asia              Master's                  Y
## 2880          Asia            Bachelor's                  Y
## 2881 North America            Bachelor's                  Y
## 2882 North America              Master's                  Y
## 2883          Asia              Master's                  Y
## 2884          Asia            Bachelor's                  Y
## 2885 North America              Master's                  N
## 2886        Europe            Bachelor's                  Y
## 2887          Asia            Bachelor's                  N
## 2888          Asia              Master's                  N
## 2889          Asia           High School                  N
## 2890          Asia           High School                  Y
## 2891          Asia            Bachelor's                  Y
## 2892          Asia            Bachelor's                  N
## 2893 South America           High School                  N
## 2894          Asia              Master's                  Y
## 2895        Europe              Master's                  Y
## 2896 North America              Master's                  N
## 2897        Europe              Master's                  Y
## 2898          Asia              Master's                  N
## 2899          Asia            Bachelor's                  Y
## 2900 South America           High School                  Y
## 2901          Asia            Bachelor's                  N
## 2902          Asia           High School                  Y
## 2903          Asia              Master's                  N
## 2904          Asia              Master's                  N
## 2905          Asia            Bachelor's                  N
## 2906 North America              Master's                  N
## 2907          Asia            Bachelor's                  N
## 2908          Asia              Master's                  Y
## 2909          Asia            Bachelor's                  N
## 2910          Asia           High School                  N
## 2911          Asia              Master's                  N
## 2912 North America              Master's                  Y
## 2913        Europe              Master's                  N
## 2914 South America              Master's                  Y
## 2915          Asia            Bachelor's                  N
## 2916          Asia            Bachelor's                  N
## 2917 South America            Bachelor's                  Y
## 2918          Asia           High School                  Y
## 2919          Asia              Master's                  Y
## 2920        Europe             Doctorate                  N
## 2921          Asia           High School                  Y
## 2922          Asia            Bachelor's                  Y
## 2923 North America            Bachelor's                  N
## 2924        Europe             Doctorate                  N
## 2925          Asia             Doctorate                  N
## 2926          Asia            Bachelor's                  Y
## 2927          Asia              Master's                  N
## 2928          Asia              Master's                  Y
## 2929          Asia            Bachelor's                  Y
## 2930          Asia            Bachelor's                  N
## 2931        Europe              Master's                  N
## 2932          Asia             Doctorate                  N
## 2933          Asia            Bachelor's                  Y
## 2934        Europe            Bachelor's                  N
## 2935          Asia            Bachelor's                  Y
## 2936 North America              Master's                  N
## 2937        Europe              Master's                  N
## 2938          Asia            Bachelor's                  N
## 2939          Asia            Bachelor's                  Y
## 2940          Asia              Master's                  N
## 2941          Asia           High School                  N
## 2942          Asia              Master's                  N
## 2943        Europe            Bachelor's                  Y
## 2944        Europe             Doctorate                  Y
## 2945          Asia            Bachelor's                  Y
## 2946          Asia           High School                  Y
## 2947 South America              Master's                  Y
## 2948          Asia           High School                  Y
## 2949          Asia            Bachelor's                  Y
## 2950          Asia              Master's                  Y
## 2951          Asia            Bachelor's                  Y
## 2952          Asia              Master's                  N
## 2953          Asia            Bachelor's                  N
## 2954          Asia           High School                  Y
## 2955          Asia             Doctorate                  N
## 2956          Asia            Bachelor's                  N
## 2957        Europe              Master's                  N
## 2958 South America              Master's                  Y
## 2959          Asia            Bachelor's                  N
## 2960          Asia              Master's                  Y
## 2961 North America            Bachelor's                  N
## 2962          Asia            Bachelor's                  Y
## 2963          Asia            Bachelor's                  N
## 2964          Asia           High School                  N
## 2965          Asia              Master's                  Y
## 2966          Asia              Master's                  N
## 2967          Asia            Bachelor's                  N
## 2968        Europe            Bachelor's                  N
## 2969 North America              Master's                  Y
## 2970          Asia           High School                  Y
## 2971          Asia           High School                  N
## 2972          Asia            Bachelor's                  Y
## 2973          Asia              Master's                  N
## 2974          Asia             Doctorate                  Y
## 2975          Asia              Master's                  N
## 2976          Asia            Bachelor's                  N
## 2977 North America            Bachelor's                  Y
## 2978        Europe            Bachelor's                  Y
## 2979          Asia           High School                  Y
## 2980          Asia            Bachelor's                  N
## 2981          Asia            Bachelor's                  N
## 2982          Asia            Bachelor's                  N
## 2983          Asia           High School                  N
## 2984        Europe              Master's                  N
## 2985          Asia              Master's                  N
## 2986 South America             Doctorate                  N
## 2987          Asia              Master's                  N
## 2988          Asia            Bachelor's                  Y
## 2989        Europe            Bachelor's                  N
## 2990 North America           High School                  Y
## 2991          Asia              Master's                  N
## 2992          Asia            Bachelor's                  Y
## 2993          Asia           High School                  Y
## 2994        Europe           High School                  N
## 2995          Asia           High School                  N
## 2996          Asia            Bachelor's                  Y
## 2997          Asia            Bachelor's                  Y
## 2998          Asia            Bachelor's                  N
## 2999 North America              Master's                  Y
## 3000        Europe            Bachelor's                  Y
## 3001          Asia           High School                  Y
## 3002        Europe             Doctorate                  N
## 3003          Asia              Master's                  Y
## 3004          Asia              Master's                  Y
## 3005          Asia              Master's                  N
## 3006          Asia            Bachelor's                  Y
## 3007          Asia            Bachelor's                  N
## 3008          Asia            Bachelor's                  Y
## 3009          Asia            Bachelor's                  Y
## 3010          Asia           High School                  Y
## 3011          Asia            Bachelor's                  Y
## 3012        Europe              Master's                  Y
## 3013          Asia             Doctorate                  Y
## 3014          Asia           High School                  N
## 3015 South America           High School                  N
## 3016 North America            Bachelor's                  N
## 3017        Africa              Master's                  Y
## 3018          Asia            Bachelor's                  N
## 3019 North America              Master's                  Y
## 3020          Asia              Master's                  N
## 3021          Asia            Bachelor's                  Y
## 3022          Asia            Bachelor's                  N
## 3023          Asia            Bachelor's                  Y
## 3024        Europe              Master's                  Y
## 3025          Asia              Master's                  N
## 3026          Asia              Master's                  Y
## 3027          Asia              Master's                  N
## 3028          Asia              Master's                  N
## 3029          Asia              Master's                  N
## 3030        Europe            Bachelor's                  Y
## 3031        Europe              Master's                  Y
## 3032        Europe           High School                  Y
## 3033          Asia              Master's                  N
## 3034          Asia            Bachelor's                  N
## 3035          Asia              Master's                  Y
## 3036 North America            Bachelor's                  Y
## 3037        Europe             Doctorate                  Y
## 3038          Asia            Bachelor's                  Y
## 3039          Asia            Bachelor's                  N
## 3040          Asia              Master's                  Y
## 3041          Asia              Master's                  Y
## 3042       Oceania              Master's                  N
## 3043          Asia              Master's                  N
## 3044 North America             Doctorate                  Y
## 3045        Africa              Master's                  N
## 3046        Europe            Bachelor's                  N
## 3047        Africa              Master's                  Y
## 3048 North America            Bachelor's                  Y
## 3049 North America            Bachelor's                  N
## 3050          Asia            Bachelor's                  N
## 3051 North America              Master's                  Y
## 3052          Asia            Bachelor's                  N
## 3053        Europe              Master's                  Y
## 3054          Asia           High School                  N
## 3055          Asia            Bachelor's                  Y
## 3056          Asia              Master's                  Y
## 3057          Asia              Master's                  Y
## 3058        Europe             Doctorate                  Y
## 3059          Asia            Bachelor's                  N
## 3060 North America           High School                  N
## 3061          Asia            Bachelor's                  N
## 3062          Asia              Master's                  Y
## 3063 North America            Bachelor's                  N
## 3064        Europe            Bachelor's                  Y
## 3065          Asia            Bachelor's                  Y
## 3066          Asia              Master's                  N
## 3067        Europe           High School                  N
## 3068          Asia              Master's                  Y
## 3069 North America             Doctorate                  Y
## 3070          Asia              Master's                  N
## 3071        Europe              Master's                  Y
## 3072        Europe            Bachelor's                  N
## 3073          Asia              Master's                  Y
## 3074          Asia            Bachelor's                  N
## 3075          Asia            Bachelor's                  Y
## 3076          Asia              Master's                  Y
## 3077          Asia            Bachelor's                  N
## 3078          Asia              Master's                  N
## 3079        Europe              Master's                  Y
## 3080          Asia            Bachelor's                  Y
## 3081          Asia            Bachelor's                  N
## 3082          Asia            Bachelor's                  N
## 3083        Europe            Bachelor's                  N
## 3084          Asia              Master's                  N
## 3085          Asia            Bachelor's                  Y
## 3086          Asia              Master's                  Y
## 3087          Asia              Master's                  N
## 3088          Asia           High School                  Y
## 3089          Asia            Bachelor's                  Y
## 3090          Asia            Bachelor's                  Y
## 3091 North America           High School                  Y
## 3092          Asia              Master's                  N
## 3093          Asia            Bachelor's                  N
## 3094          Asia           High School                  N
## 3095 North America            Bachelor's                  Y
## 3096        Europe           High School                  Y
## 3097        Europe           High School                  Y
## 3098          Asia              Master's                  N
## 3099        Europe             Doctorate                  Y
## 3100 South America              Master's                  Y
## 3101        Europe            Bachelor's                  Y
## 3102          Asia            Bachelor's                  N
## 3103          Asia            Bachelor's                  Y
## 3104          Asia              Master's                  Y
## 3105        Africa           High School                  Y
## 3106 South America           High School                  N
## 3107        Europe              Master's                  Y
## 3108 North America              Master's                  Y
## 3109 North America              Master's                  Y
## 3110 North America             Doctorate                  N
## 3111          Asia              Master's                  N
## 3112        Europe              Master's                  N
## 3113 South America           High School                  Y
## 3114          Asia           High School                  Y
## 3115          Asia            Bachelor's                  Y
## 3116          Asia              Master's                  Y
## 3117          Asia            Bachelor's                  Y
## 3118          Asia              Master's                  N
## 3119        Europe              Master's                  N
## 3120        Europe             Doctorate                  Y
## 3121 North America            Bachelor's                  N
## 3122        Europe           High School                  Y
## 3123          Asia            Bachelor's                  N
## 3124          Asia              Master's                  N
## 3125 North America            Bachelor's                  N
## 3126          Asia              Master's                  N
## 3127          Asia            Bachelor's                  Y
## 3128        Europe            Bachelor's                  Y
## 3129          Asia            Bachelor's                  Y
## 3130          Asia            Bachelor's                  N
## 3131          Asia            Bachelor's                  Y
## 3132          Asia              Master's                  Y
## 3133          Asia           High School                  N
## 3134          Asia              Master's                  N
## 3135          Asia           High School                  Y
## 3136          Asia            Bachelor's                  Y
## 3137          Asia            Bachelor's                  N
## 3138          Asia             Doctorate                  N
## 3139 North America            Bachelor's                  Y
## 3140        Europe              Master's                  Y
## 3141          Asia            Bachelor's                  Y
## 3142          Asia              Master's                  Y
## 3143          Asia              Master's                  Y
## 3144          Asia              Master's                  N
## 3145          Asia              Master's                  Y
## 3146          Asia              Master's                  Y
## 3147 North America              Master's                  Y
## 3148 South America            Bachelor's                  N
## 3149        Europe            Bachelor's                  Y
## 3150          Asia            Bachelor's                  N
## 3151 North America              Master's                  Y
## 3152          Asia            Bachelor's                  Y
## 3153        Europe             Doctorate                  Y
## 3154          Asia            Bachelor's                  Y
## 3155          Asia              Master's                  N
## 3156          Asia            Bachelor's                  N
## 3157        Africa             Doctorate                  Y
## 3158          Asia              Master's                  N
## 3159          Asia              Master's                  Y
## 3160          Asia            Bachelor's                  N
## 3161          Asia            Bachelor's                  N
## 3162          Asia             Doctorate                  N
## 3163        Europe              Master's                  N
## 3164        Europe             Doctorate                  N
## 3165          Asia            Bachelor's                  Y
## 3166          Asia             Doctorate                  Y
## 3167          Asia              Master's                  N
## 3168          Asia            Bachelor's                  Y
## 3169          Asia              Master's                  Y
## 3170        Europe            Bachelor's                  Y
## 3171          Asia            Bachelor's                  N
## 3172          Asia              Master's                  N
## 3173          Asia            Bachelor's                  N
## 3174       Oceania           High School                  Y
## 3175          Asia              Master's                  Y
## 3176          Asia            Bachelor's                  N
## 3177        Europe              Master's                  Y
## 3178          Asia              Master's                  N
## 3179          Asia              Master's                  Y
## 3180 North America             Doctorate                  Y
## 3181          Asia            Bachelor's                  Y
## 3182          Asia            Bachelor's                  Y
## 3183          Asia            Bachelor's                  Y
## 3184          Asia              Master's                  N
## 3185          Asia             Doctorate                  Y
## 3186 North America             Doctorate                  Y
## 3187        Europe            Bachelor's                  Y
## 3188          Asia           High School                  Y
## 3189 North America            Bachelor's                  Y
## 3190          Asia              Master's                  Y
## 3191        Europe            Bachelor's                  N
## 3192 North America              Master's                  Y
## 3193 South America           High School                  N
## 3194          Asia            Bachelor's                  Y
## 3195          Asia            Bachelor's                  Y
## 3196 North America            Bachelor's                  N
## 3197          Asia           High School                  Y
## 3198       Oceania            Bachelor's                  Y
## 3199          Asia            Bachelor's                  N
## 3200 North America            Bachelor's                  Y
## 3201          Asia              Master's                  N
## 3202 South America            Bachelor's                  Y
## 3203          Asia            Bachelor's                  Y
## 3204          Asia              Master's                  Y
## 3205          Asia              Master's                  N
## 3206          Asia            Bachelor's                  N
## 3207          Asia              Master's                  N
## 3208          Asia           High School                  Y
## 3209          Asia            Bachelor's                  Y
## 3210          Asia            Bachelor's                  Y
## 3211        Europe            Bachelor's                  Y
## 3212          Asia              Master's                  Y
## 3213          Asia            Bachelor's                  N
## 3214          Asia              Master's                  Y
## 3215          Asia            Bachelor's                  N
## 3216          Asia             Doctorate                  Y
## 3217          Asia           High School                  Y
## 3218          Asia              Master's                  N
## 3219          Asia              Master's                  Y
## 3220 North America           High School                  N
## 3221          Asia              Master's                  N
## 3222        Europe            Bachelor's                  N
## 3223          Asia              Master's                  N
## 3224          Asia            Bachelor's                  Y
## 3225          Asia            Bachelor's                  N
## 3226 North America           High School                  Y
## 3227          Asia            Bachelor's                  Y
## 3228          Asia              Master's                  N
## 3229 North America            Bachelor's                  Y
## 3230          Asia            Bachelor's                  Y
## 3231          Asia              Master's                  Y
## 3232          Asia            Bachelor's                  Y
## 3233          Asia            Bachelor's                  Y
## 3234          Asia            Bachelor's                  Y
## 3235        Europe            Bachelor's                  Y
## 3236          Asia              Master's                  N
## 3237          Asia            Bachelor's                  N
## 3238        Europe             Doctorate                  N
## 3239          Asia            Bachelor's                  N
## 3240          Asia              Master's                  N
## 3241          Asia              Master's                  Y
## 3242        Europe              Master's                  N
## 3243          Asia            Bachelor's                  Y
## 3244        Europe           High School                  N
## 3245 North America              Master's                  Y
## 3246          Asia            Bachelor's                  Y
## 3247        Europe            Bachelor's                  N
## 3248          Asia            Bachelor's                  Y
## 3249 South America              Master's                  N
## 3250          Asia            Bachelor's                  Y
## 3251          Asia            Bachelor's                  Y
## 3252          Asia              Master's                  N
## 3253          Asia            Bachelor's                  Y
## 3254 South America            Bachelor's                  Y
## 3255        Europe            Bachelor's                  Y
## 3256          Asia            Bachelor's                  Y
## 3257        Africa              Master's                  Y
## 3258          Asia            Bachelor's                  Y
## 3259          Asia           High School                  Y
## 3260 South America           High School                  Y
## 3261          Asia             Doctorate                  Y
## 3262          Asia            Bachelor's                  N
## 3263          Asia            Bachelor's                  N
## 3264          Asia            Bachelor's                  Y
## 3265       Oceania              Master's                  Y
## 3266 North America            Bachelor's                  Y
## 3267 North America              Master's                  Y
## 3268          Asia             Doctorate                  N
## 3269 North America              Master's                  Y
## 3270 North America              Master's                  N
## 3271          Asia              Master's                  Y
## 3272          Asia            Bachelor's                  N
## 3273        Europe            Bachelor's                  Y
## 3274          Asia            Bachelor's                  N
## 3275          Asia              Master's                  Y
## 3276          Asia            Bachelor's                  N
## 3277          Asia            Bachelor's                  N
## 3278          Asia              Master's                  N
## 3279          Asia           High School                  Y
## 3280          Asia           High School                  N
## 3281          Asia              Master's                  N
## 3282          Asia              Master's                  Y
## 3283          Asia              Master's                  Y
## 3284        Europe           High School                  Y
## 3285          Asia            Bachelor's                  Y
## 3286          Asia           High School                  Y
## 3287          Asia              Master's                  Y
## 3288          Asia            Bachelor's                  Y
## 3289 North America              Master's                  N
## 3290          Asia             Doctorate                  Y
## 3291          Asia              Master's                  N
## 3292          Asia           High School                  Y
## 3293 North America            Bachelor's                  Y
## 3294          Asia             Doctorate                  N
## 3295          Asia            Bachelor's                  Y
## 3296          Asia              Master's                  Y
## 3297          Asia              Master's                  Y
## 3298          Asia            Bachelor's                  Y
## 3299 South America           High School                  Y
## 3300          Asia              Master's                  Y
## 3301          Asia              Master's                  Y
## 3302        Europe             Doctorate                  Y
## 3303          Asia              Master's                  Y
## 3304          Asia           High School                  Y
## 3305        Europe            Bachelor's                  Y
## 3306 North America              Master's                  Y
## 3307          Asia              Master's                  Y
## 3308          Asia            Bachelor's                  Y
## 3309          Asia            Bachelor's                  N
## 3310          Asia              Master's                  N
## 3311          Asia              Master's                  N
## 3312          Asia           High School                  N
## 3313          Asia              Master's                  Y
## 3314 North America              Master's                  N
## 3315          Asia            Bachelor's                  N
## 3316          Asia              Master's                  N
## 3317          Asia            Bachelor's                  N
## 3318          Asia              Master's                  Y
## 3319        Europe             Doctorate                  Y
## 3320          Asia            Bachelor's                  N
## 3321 North America              Master's                  Y
## 3322          Asia            Bachelor's                  N
## 3323          Asia              Master's                  Y
## 3324 South America              Master's                  Y
## 3325        Europe              Master's                  N
## 3326          Asia           High School                  Y
## 3327        Africa            Bachelor's                  Y
## 3328          Asia            Bachelor's                  Y
## 3329          Asia              Master's                  Y
## 3330 North America            Bachelor's                  N
## 3331          Asia              Master's                  Y
## 3332        Europe            Bachelor's                  Y
## 3333          Asia              Master's                  N
## 3334          Asia             Doctorate                  Y
## 3335          Asia              Master's                  Y
## 3336          Asia              Master's                  Y
## 3337          Asia              Master's                  Y
## 3338          Asia            Bachelor's                  N
## 3339 North America             Doctorate                  Y
## 3340          Asia            Bachelor's                  N
## 3341          Asia              Master's                  N
## 3342          Asia              Master's                  N
## 3343          Asia              Master's                  Y
## 3344        Europe            Bachelor's                  Y
## 3345        Europe            Bachelor's                  Y
## 3346        Europe           High School                  Y
## 3347          Asia              Master's                  Y
## 3348 North America             Doctorate                  N
## 3349          Asia              Master's                  Y
## 3350          Asia            Bachelor's                  Y
## 3351          Asia              Master's                  N
## 3352          Asia            Bachelor's                  N
## 3353          Asia             Doctorate                  Y
## 3354          Asia            Bachelor's                  Y
## 3355 South America             Doctorate                  N
## 3356        Europe           High School                  Y
## 3357          Asia            Bachelor's                  Y
## 3358 North America              Master's                  N
## 3359          Asia            Bachelor's                  Y
## 3360          Asia              Master's                  Y
## 3361 North America              Master's                  Y
## 3362 North America              Master's                  Y
## 3363 North America             Doctorate                  N
## 3364 North America              Master's                  Y
## 3365          Asia            Bachelor's                  Y
## 3366        Europe             Doctorate                  Y
## 3367        Europe              Master's                  Y
## 3368 North America              Master's                  Y
## 3369          Asia              Master's                  Y
## 3370          Asia              Master's                  Y
## 3371          Asia              Master's                  N
## 3372          Asia              Master's                  N
## 3373          Asia           High School                  Y
## 3374        Europe             Doctorate                  Y
## 3375        Europe            Bachelor's                  Y
## 3376        Europe              Master's                  N
## 3377          Asia           High School                  N
## 3378          Asia              Master's                  Y
## 3379       Oceania            Bachelor's                  N
## 3380          Asia           High School                  Y
## 3381          Asia            Bachelor's                  N
## 3382 North America           High School                  Y
## 3383          Asia            Bachelor's                  Y
## 3384 North America              Master's                  Y
## 3385 South America           High School                  Y
## 3386          Asia            Bachelor's                  N
## 3387          Asia              Master's                  Y
## 3388          Asia           High School                  Y
## 3389          Asia            Bachelor's                  N
## 3390 North America              Master's                  Y
## 3391        Europe           High School                  Y
## 3392          Asia            Bachelor's                  Y
## 3393 North America            Bachelor's                  Y
## 3394          Asia            Bachelor's                  Y
## 3395          Asia            Bachelor's                  N
## 3396          Asia            Bachelor's                  N
## 3397          Asia              Master's                  Y
## 3398        Europe              Master's                  Y
## 3399          Asia              Master's                  Y
## 3400          Asia              Master's                  Y
## 3401          Asia            Bachelor's                  N
## 3402        Europe            Bachelor's                  N
## 3403          Asia            Bachelor's                  Y
## 3404        Europe            Bachelor's                  Y
## 3405        Europe           High School                  Y
## 3406          Asia              Master's                  Y
## 3407          Asia            Bachelor's                  Y
## 3408          Asia            Bachelor's                  Y
## 3409          Asia            Bachelor's                  Y
## 3410        Europe            Bachelor's                  Y
## 3411        Europe             Doctorate                  Y
## 3412 North America            Bachelor's                  N
## 3413          Asia            Bachelor's                  N
## 3414          Asia            Bachelor's                  N
## 3415          Asia              Master's                  Y
## 3416          Asia            Bachelor's                  Y
## 3417 North America              Master's                  N
## 3418          Asia              Master's                  N
## 3419 North America           High School                  N
## 3420          Asia            Bachelor's                  N
## 3421          Asia            Bachelor's                  Y
## 3422          Asia              Master's                  Y
## 3423          Asia           High School                  Y
## 3424          Asia            Bachelor's                  Y
## 3425          Asia            Bachelor's                  Y
## 3426          Asia              Master's                  Y
## 3427          Asia           High School                  Y
## 3428 North America            Bachelor's                  Y
## 3429 North America            Bachelor's                  Y
## 3430        Europe             Doctorate                  Y
## 3431 North America            Bachelor's                  Y
## 3432          Asia              Master's                  N
## 3433        Europe            Bachelor's                  N
## 3434          Asia            Bachelor's                  Y
## 3435          Asia              Master's                  N
## 3436          Asia            Bachelor's                  Y
## 3437        Africa              Master's                  Y
## 3438          Asia            Bachelor's                  Y
## 3439          Asia            Bachelor's                  N
## 3440          Asia              Master's                  Y
## 3441          Asia           High School                  Y
## 3442 North America              Master's                  Y
## 3443          Asia              Master's                  N
## 3444          Asia            Bachelor's                  Y
## 3445          Asia              Master's                  Y
## 3446          Asia              Master's                  Y
## 3447          Asia              Master's                  N
## 3448        Europe           High School                  Y
## 3449          Asia              Master's                  N
## 3450          Asia           High School                  Y
## 3451        Europe            Bachelor's                  N
## 3452          Asia            Bachelor's                  Y
## 3453          Asia              Master's                  Y
## 3454        Africa             Doctorate                  Y
## 3455        Europe            Bachelor's                  N
## 3456          Asia              Master's                  N
## 3457        Europe            Bachelor's                  Y
## 3458          Asia            Bachelor's                  N
## 3459          Asia              Master's                  N
## 3460          Asia            Bachelor's                  Y
## 3461          Asia            Bachelor's                  N
## 3462          Asia            Bachelor's                  Y
## 3463        Europe              Master's                  Y
## 3464          Asia            Bachelor's                  N
## 3465          Asia              Master's                  Y
## 3466          Asia           High School                  Y
## 3467        Africa             Doctorate                  Y
## 3468          Asia              Master's                  N
## 3469          Asia            Bachelor's                  Y
## 3470        Europe             Doctorate                  Y
## 3471          Asia              Master's                  N
## 3472          Asia            Bachelor's                  N
## 3473          Asia            Bachelor's                  Y
## 3474 North America            Bachelor's                  Y
## 3475          Asia           High School                  Y
## 3476 South America              Master's                  N
## 3477          Asia              Master's                  Y
## 3478          Asia            Bachelor's                  N
## 3479          Asia            Bachelor's                  N
## 3480          Asia              Master's                  N
## 3481        Europe           High School                  Y
## 3482          Asia            Bachelor's                  N
## 3483          Asia           High School                  Y
## 3484 North America              Master's                  Y
## 3485          Asia             Doctorate                  Y
## 3486 North America            Bachelor's                  Y
## 3487          Asia            Bachelor's                  Y
## 3488          Asia            Bachelor's                  N
## 3489 North America           High School                  N
## 3490          Asia           High School                  Y
## 3491          Asia            Bachelor's                  N
## 3492 North America            Bachelor's                  N
## 3493          Asia            Bachelor's                  N
## 3494          Asia              Master's                  Y
## 3495          Asia              Master's                  N
## 3496          Asia            Bachelor's                  N
## 3497 North America              Master's                  Y
## 3498        Europe           High School                  N
## 3499        Europe           High School                  Y
## 3500          Asia              Master's                  N
## 3501          Asia              Master's                  Y
## 3502          Asia           High School                  Y
## 3503          Asia            Bachelor's                  N
## 3504          Asia            Bachelor's                  N
## 3505 North America              Master's                  Y
## 3506          Asia            Bachelor's                  N
## 3507          Asia           High School                  N
## 3508          Asia            Bachelor's                  Y
## 3509 North America              Master's                  N
## 3510        Europe           High School                  Y
## 3511          Asia            Bachelor's                  N
## 3512        Europe              Master's                  Y
## 3513          Asia           High School                  N
## 3514          Asia             Doctorate                  N
## 3515          Asia              Master's                  N
## 3516          Asia              Master's                  Y
## 3517          Asia            Bachelor's                  Y
## 3518        Europe              Master's                  Y
## 3519          Asia              Master's                  N
## 3520        Europe             Doctorate                  N
## 3521          Asia            Bachelor's                  Y
## 3522          Asia            Bachelor's                  N
## 3523          Asia              Master's                  N
## 3524        Europe            Bachelor's                  Y
## 3525 North America              Master's                  Y
## 3526        Africa              Master's                  Y
## 3527 North America              Master's                  N
## 3528 South America           High School                  N
## 3529 South America             Doctorate                  Y
## 3530          Asia              Master's                  Y
## 3531          Asia           High School                  Y
## 3532          Asia           High School                  N
## 3533 South America             Doctorate                  Y
## 3534          Asia            Bachelor's                  Y
## 3535          Asia              Master's                  Y
## 3536 North America            Bachelor's                  Y
## 3537 North America            Bachelor's                  Y
## 3538 South America              Master's                  Y
## 3539          Asia              Master's                  Y
## 3540          Asia              Master's                  Y
## 3541          Asia              Master's                  Y
## 3542          Asia            Bachelor's                  N
## 3543          Asia            Bachelor's                  N
## 3544          Asia            Bachelor's                  N
## 3545          Asia            Bachelor's                  N
## 3546          Asia            Bachelor's                  N
## 3547          Asia              Master's                  Y
## 3548          Asia            Bachelor's                  N
## 3549 North America              Master's                  Y
## 3550          Asia            Bachelor's                  N
## 3551        Europe            Bachelor's                  N
## 3552          Asia            Bachelor's                  Y
## 3553 South America              Master's                  N
## 3554          Asia            Bachelor's                  N
## 3555          Asia            Bachelor's                  N
## 3556          Asia              Master's                  Y
## 3557          Asia              Master's                  N
## 3558          Asia           High School                  Y
## 3559 North America              Master's                  N
## 3560          Asia             Doctorate                  N
## 3561        Europe             Doctorate                  Y
## 3562          Asia              Master's                  N
## 3563        Europe            Bachelor's                  N
## 3564          Asia              Master's                  Y
## 3565 North America              Master's                  Y
## 3566        Europe           High School                  N
## 3567          Asia           High School                  Y
## 3568        Europe           High School                  Y
## 3569          Asia            Bachelor's                  Y
## 3570          Asia              Master's                  Y
## 3571          Asia            Bachelor's                  N
## 3572          Asia              Master's                  N
## 3573          Asia              Master's                  Y
## 3574          Asia              Master's                  N
## 3575          Asia              Master's                  Y
## 3576 North America           High School                  Y
## 3577 North America            Bachelor's                  Y
## 3578          Asia            Bachelor's                  Y
## 3579          Asia           High School                  Y
## 3580        Europe           High School                  Y
## 3581 North America            Bachelor's                  N
## 3582 North America              Master's                  N
## 3583        Europe              Master's                  Y
## 3584          Asia             Doctorate                  Y
## 3585          Asia            Bachelor's                  Y
## 3586          Asia              Master's                  Y
## 3587          Asia           High School                  Y
## 3588          Asia            Bachelor's                  Y
## 3589          Asia            Bachelor's                  N
## 3590          Asia              Master's                  Y
## 3591          Asia           High School                  N
## 3592 North America            Bachelor's                  Y
## 3593          Asia            Bachelor's                  Y
## 3594          Asia              Master's                  Y
## 3595          Asia              Master's                  N
## 3596 South America           High School                  Y
## 3597        Europe            Bachelor's                  Y
## 3598          Asia           High School                  Y
## 3599          Asia              Master's                  N
## 3600          Asia            Bachelor's                  N
## 3601 North America              Master's                  Y
## 3602          Asia              Master's                  N
## 3603          Asia             Doctorate                  Y
## 3604          Asia           High School                  N
## 3605          Asia           High School                  Y
## 3606        Europe             Doctorate                  Y
## 3607 South America              Master's                  N
## 3608          Asia           High School                  N
## 3609          Asia           High School                  Y
## 3610          Asia            Bachelor's                  Y
## 3611        Africa              Master's                  Y
## 3612 North America            Bachelor's                  Y
## 3613        Europe             Doctorate                  Y
## 3614          Asia              Master's                  Y
## 3615          Asia              Master's                  Y
## 3616          Asia              Master's                  N
## 3617        Europe             Doctorate                  Y
## 3618        Europe            Bachelor's                  N
## 3619          Asia              Master's                  N
## 3620 South America              Master's                  Y
## 3621          Asia            Bachelor's                  Y
## 3622          Asia            Bachelor's                  N
## 3623        Europe            Bachelor's                  N
## 3624        Europe              Master's                  N
## 3625          Asia            Bachelor's                  Y
## 3626          Asia              Master's                  Y
## 3627          Asia              Master's                  N
## 3628          Asia              Master's                  N
## 3629          Asia           High School                  N
## 3630          Asia           High School                  Y
## 3631 South America           High School                  N
## 3632          Asia             Doctorate                  Y
## 3633        Africa             Doctorate                  N
## 3634 North America           High School                  Y
## 3635          Asia           High School                  N
## 3636        Europe             Doctorate                  N
## 3637          Asia              Master's                  Y
## 3638          Asia              Master's                  N
## 3639          Asia              Master's                  N
## 3640 North America              Master's                  N
## 3641          Asia              Master's                  Y
## 3642          Asia            Bachelor's                  N
## 3643 South America             Doctorate                  Y
## 3644          Asia            Bachelor's                  Y
## 3645        Africa            Bachelor's                  Y
## 3646          Asia           High School                  N
## 3647          Asia            Bachelor's                  Y
## 3648          Asia              Master's                  Y
## 3649          Asia              Master's                  Y
## 3650          Asia            Bachelor's                  Y
## 3651        Europe             Doctorate                  N
## 3652          Asia            Bachelor's                  N
## 3653          Asia           High School                  N
## 3654          Asia           High School                  N
## 3655 South America           High School                  Y
## 3656          Asia           High School                  Y
## 3657          Asia            Bachelor's                  Y
## 3658          Asia            Bachelor's                  Y
## 3659          Asia           High School                  Y
## 3660        Africa              Master's                  N
## 3661          Asia            Bachelor's                  N
## 3662          Asia             Doctorate                  N
## 3663          Asia           High School                  N
## 3664        Europe            Bachelor's                  Y
## 3665 South America              Master's                  N
## 3666          Asia           High School                  Y
## 3667          Asia              Master's                  N
## 3668        Europe              Master's                  Y
## 3669          Asia            Bachelor's                  Y
## 3670          Asia              Master's                  N
## 3671          Asia            Bachelor's                  Y
## 3672          Asia              Master's                  N
## 3673          Asia              Master's                  Y
## 3674          Asia             Doctorate                  N
## 3675          Asia            Bachelor's                  N
## 3676          Asia           High School                  Y
## 3677          Asia            Bachelor's                  Y
## 3678          Asia            Bachelor's                  N
## 3679          Asia              Master's                  Y
## 3680        Europe             Doctorate                  Y
## 3681          Asia            Bachelor's                  N
## 3682          Asia            Bachelor's                  N
## 3683          Asia            Bachelor's                  Y
## 3684          Asia             Doctorate                  Y
## 3685          Asia              Master's                  Y
## 3686          Asia            Bachelor's                  Y
## 3687          Asia           High School                  Y
## 3688          Asia            Bachelor's                  N
## 3689          Asia            Bachelor's                  Y
## 3690          Asia           High School                  N
## 3691 North America           High School                  N
## 3692          Asia            Bachelor's                  N
## 3693          Asia            Bachelor's                  N
## 3694          Asia            Bachelor's                  Y
## 3695          Asia            Bachelor's                  N
## 3696 North America             Doctorate                  N
## 3697          Asia            Bachelor's                  Y
## 3698          Asia              Master's                  Y
## 3699 North America            Bachelor's                  N
## 3700          Asia              Master's                  Y
## 3701        Europe             Doctorate                  Y
## 3702 North America            Bachelor's                  N
## 3703          Asia            Bachelor's                  N
## 3704        Europe           High School                  N
## 3705          Asia            Bachelor's                  N
## 3706        Europe              Master's                  Y
## 3707          Asia            Bachelor's                  N
## 3708          Asia              Master's                  Y
## 3709          Asia              Master's                  N
## 3710 North America              Master's                  Y
## 3711          Asia            Bachelor's                  Y
## 3712          Asia            Bachelor's                  N
## 3713        Europe            Bachelor's                  Y
## 3714          Asia            Bachelor's                  Y
## 3715          Asia            Bachelor's                  N
## 3716          Asia             Doctorate                  N
## 3717          Asia              Master's                  N
## 3718          Asia           High School                  N
## 3719          Asia            Bachelor's                  Y
## 3720          Asia           High School                  Y
## 3721 North America            Bachelor's                  N
## 3722          Asia            Bachelor's                  N
## 3723 North America              Master's                  Y
## 3724          Asia            Bachelor's                  N
## 3725          Asia              Master's                  Y
## 3726          Asia            Bachelor's                  N
## 3727 North America             Doctorate                  Y
## 3728          Asia            Bachelor's                  Y
## 3729          Asia           High School                  N
## 3730          Asia              Master's                  N
## 3731 South America              Master's                  N
## 3732 North America              Master's                  Y
## 3733          Asia            Bachelor's                  N
## 3734          Asia           High School                  Y
## 3735          Asia            Bachelor's                  Y
## 3736          Asia            Bachelor's                  N
## 3737        Africa            Bachelor's                  N
## 3738        Europe              Master's                  N
## 3739 North America            Bachelor's                  Y
## 3740          Asia            Bachelor's                  Y
## 3741          Asia              Master's                  Y
## 3742          Asia              Master's                  Y
## 3743          Asia              Master's                  Y
## 3744 North America           High School                  N
## 3745          Asia              Master's                  N
## 3746          Asia              Master's                  Y
## 3747          Asia            Bachelor's                  N
## 3748 North America             Doctorate                  Y
## 3749 North America           High School                  N
## 3750          Asia             Doctorate                  N
## 3751          Asia              Master's                  N
## 3752          Asia            Bachelor's                  Y
## 3753          Asia              Master's                  Y
## 3754          Asia              Master's                  Y
## 3755          Asia             Doctorate                  Y
## 3756 South America            Bachelor's                  Y
## 3757          Asia            Bachelor's                  N
## 3758          Asia            Bachelor's                  Y
## 3759          Asia            Bachelor's                  Y
## 3760          Asia            Bachelor's                  N
## 3761          Asia            Bachelor's                  Y
## 3762 South America              Master's                  N
## 3763          Asia             Doctorate                  N
## 3764          Asia              Master's                  Y
## 3765          Asia            Bachelor's                  Y
## 3766          Asia              Master's                  N
## 3767 North America              Master's                  Y
## 3768          Asia             Doctorate                  N
## 3769 North America            Bachelor's                  N
## 3770          Asia            Bachelor's                  Y
## 3771          Asia            Bachelor's                  Y
## 3772        Europe           High School                  Y
## 3773        Africa           High School                  Y
## 3774          Asia              Master's                  Y
## 3775          Asia            Bachelor's                  Y
## 3776        Africa             Doctorate                  Y
## 3777        Europe            Bachelor's                  N
## 3778          Asia              Master's                  Y
## 3779          Asia            Bachelor's                  Y
## 3780          Asia              Master's                  N
## 3781          Asia              Master's                  Y
## 3782          Asia           High School                  N
## 3783          Asia            Bachelor's                  N
## 3784          Asia            Bachelor's                  Y
## 3785          Asia            Bachelor's                  N
## 3786        Europe              Master's                  N
## 3787          Asia            Bachelor's                  Y
## 3788        Europe            Bachelor's                  Y
## 3789          Asia              Master's                  N
## 3790          Asia            Bachelor's                  N
## 3791          Asia            Bachelor's                  Y
## 3792 North America            Bachelor's                  N
## 3793 North America              Master's                  Y
## 3794          Asia              Master's                  Y
## 3795          Asia              Master's                  N
## 3796 North America              Master's                  N
## 3797        Africa            Bachelor's                  Y
## 3798          Asia              Master's                  Y
## 3799 North America            Bachelor's                  N
## 3800          Asia            Bachelor's                  Y
## 3801 North America            Bachelor's                  N
## 3802          Asia            Bachelor's                  N
## 3803          Asia            Bachelor's                  Y
## 3804          Asia            Bachelor's                  Y
## 3805          Asia              Master's                  N
## 3806          Asia            Bachelor's                  N
## 3807 North America            Bachelor's                  Y
## 3808          Asia              Master's                  Y
## 3809          Asia              Master's                  Y
## 3810 North America           High School                  Y
## 3811          Asia              Master's                  Y
## 3812          Asia              Master's                  Y
## 3813          Asia            Bachelor's                  Y
## 3814 North America              Master's                  N
## 3815          Asia           High School                  N
## 3816 North America            Bachelor's                  Y
## 3817          Asia            Bachelor's                  N
## 3818          Asia            Bachelor's                  Y
## 3819          Asia              Master's                  N
## 3820          Asia              Master's                  Y
## 3821          Asia            Bachelor's                  Y
## 3822          Asia              Master's                  N
## 3823        Africa              Master's                  Y
## 3824          Asia              Master's                  N
## 3825        Europe            Bachelor's                  N
## 3826 North America            Bachelor's                  Y
## 3827          Asia             Doctorate                  Y
## 3828          Asia            Bachelor's                  Y
## 3829          Asia            Bachelor's                  N
## 3830          Asia            Bachelor's                  N
## 3831        Europe            Bachelor's                  N
## 3832          Asia              Master's                  Y
## 3833          Asia              Master's                  Y
## 3834          Asia            Bachelor's                  Y
## 3835          Asia              Master's                  Y
## 3836          Asia            Bachelor's                  Y
## 3837 North America              Master's                  Y
## 3838        Europe             Doctorate                  Y
## 3839          Asia           High School                  Y
## 3840 North America              Master's                  Y
## 3841          Asia           High School                  Y
## 3842        Europe            Bachelor's                  Y
## 3843 South America            Bachelor's                  Y
## 3844          Asia              Master's                  Y
## 3845          Asia              Master's                  Y
## 3846          Asia            Bachelor's                  Y
## 3847          Asia            Bachelor's                  N
## 3848          Asia            Bachelor's                  N
## 3849          Asia              Master's                  Y
## 3850          Asia            Bachelor's                  Y
## 3851        Europe            Bachelor's                  N
## 3852        Europe             Doctorate                  Y
## 3853 North America            Bachelor's                  Y
## 3854          Asia           High School                  Y
## 3855        Europe            Bachelor's                  N
## 3856        Africa              Master's                  Y
## 3857          Asia              Master's                  Y
## 3858        Europe             Doctorate                  N
## 3859       Oceania           High School                  Y
## 3860          Asia           High School                  Y
## 3861          Asia              Master's                  Y
## 3862          Asia            Bachelor's                  Y
## 3863          Asia            Bachelor's                  Y
## 3864          Asia            Bachelor's                  N
## 3865        Europe             Doctorate                  N
## 3866          Asia              Master's                  Y
## 3867 North America              Master's                  Y
## 3868          Asia              Master's                  N
## 3869        Europe             Doctorate                  N
## 3870 South America            Bachelor's                  N
## 3871 North America           High School                  Y
## 3872        Europe             Doctorate                  N
## 3873          Asia              Master's                  Y
## 3874          Asia             Doctorate                  N
## 3875        Europe           High School                  N
## 3876          Asia            Bachelor's                  Y
## 3877 North America            Bachelor's                  Y
## 3878 South America            Bachelor's                  Y
## 3879          Asia            Bachelor's                  N
## 3880          Asia            Bachelor's                  Y
## 3881        Europe            Bachelor's                  Y
## 3882 North America              Master's                  Y
## 3883          Asia              Master's                  N
## 3884          Asia           High School                  Y
## 3885 North America              Master's                  N
## 3886 North America             Doctorate                  N
## 3887          Asia              Master's                  N
## 3888          Asia              Master's                  N
## 3889          Asia            Bachelor's                  Y
## 3890          Asia              Master's                  Y
## 3891 North America              Master's                  N
## 3892          Asia              Master's                  Y
## 3893          Asia              Master's                  N
## 3894          Asia              Master's                  Y
## 3895          Asia              Master's                  N
## 3896 South America            Bachelor's                  N
## 3897 North America              Master's                  Y
## 3898          Asia            Bachelor's                  Y
## 3899          Asia            Bachelor's                  Y
## 3900          Asia            Bachelor's                  Y
## 3901          Asia              Master's                  Y
## 3902        Europe             Doctorate                  N
## 3903 South America           High School                  N
## 3904          Asia           High School                  Y
## 3905       Oceania              Master's                  Y
## 3906 North America              Master's                  Y
## 3907          Asia            Bachelor's                  N
## 3908        Europe             Doctorate                  N
## 3909          Asia            Bachelor's                  N
## 3910          Asia            Bachelor's                  N
## 3911        Europe              Master's                  Y
## 3912          Asia            Bachelor's                  Y
## 3913 North America             Doctorate                  Y
## 3914 North America              Master's                  Y
## 3915 North America            Bachelor's                  Y
## 3916        Europe             Doctorate                  N
## 3917          Asia            Bachelor's                  N
## 3918          Asia              Master's                  N
## 3919 North America           High School                  N
## 3920          Asia            Bachelor's                  N
## 3921          Asia           High School                  N
## 3922          Asia            Bachelor's                  Y
## 3923          Asia              Master's                  Y
## 3924 South America            Bachelor's                  N
## 3925 South America           High School                  Y
## 3926          Asia            Bachelor's                  Y
## 3927          Asia            Bachelor's                  Y
## 3928          Asia              Master's                  N
## 3929          Asia            Bachelor's                  N
## 3930        Europe           High School                  Y
## 3931          Asia              Master's                  Y
## 3932        Europe              Master's                  Y
## 3933 North America              Master's                  Y
## 3934          Asia              Master's                  Y
## 3935          Asia            Bachelor's                  Y
## 3936        Europe           High School                  Y
## 3937          Asia           High School                  Y
## 3938          Asia              Master's                  Y
## 3939          Asia            Bachelor's                  N
## 3940          Asia             Doctorate                  Y
## 3941          Asia            Bachelor's                  Y
## 3942        Europe             Doctorate                  N
## 3943          Asia              Master's                  Y
## 3944        Europe           High School                  N
## 3945          Asia              Master's                  N
## 3946          Asia            Bachelor's                  Y
## 3947          Asia           High School                  Y
## 3948          Asia              Master's                  N
## 3949          Asia            Bachelor's                  N
## 3950        Africa              Master's                  Y
## 3951          Asia            Bachelor's                  Y
## 3952          Asia            Bachelor's                  Y
## 3953        Europe            Bachelor's                  Y
## 3954        Europe            Bachelor's                  N
## 3955          Asia              Master's                  N
## 3956 North America              Master's                  Y
## 3957        Europe             Doctorate                  Y
## 3958          Asia             Doctorate                  N
## 3959          Asia            Bachelor's                  N
## 3960          Asia              Master's                  Y
## 3961          Asia            Bachelor's                  N
## 3962 North America            Bachelor's                  N
## 3963 North America              Master's                  Y
## 3964          Asia              Master's                  Y
## 3965          Asia              Master's                  Y
## 3966       Oceania            Bachelor's                  N
## 3967          Asia              Master's                  Y
## 3968        Europe             Doctorate                  Y
## 3969          Asia              Master's                  Y
## 3970          Asia            Bachelor's                  N
## 3971          Asia            Bachelor's                  Y
## 3972          Asia              Master's                  N
## 3973          Asia              Master's                  N
## 3974          Asia            Bachelor's                  N
## 3975        Europe              Master's                  N
## 3976          Asia           High School                  N
## 3977          Asia           High School                  N
## 3978        Europe            Bachelor's                  Y
## 3979          Asia            Bachelor's                  Y
## 3980        Europe             Doctorate                  N
## 3981 North America              Master's                  Y
## 3982 North America              Master's                  N
## 3983          Asia              Master's                  N
## 3984 North America            Bachelor's                  N
## 3985 North America            Bachelor's                  Y
## 3986          Asia              Master's                  N
## 3987        Europe            Bachelor's                  Y
## 3988          Asia            Bachelor's                  N
## 3989        Africa           High School                  N
## 3990          Asia              Master's                  N
## 3991          Asia            Bachelor's                  Y
## 3992          Asia            Bachelor's                  N
## 3993          Asia            Bachelor's                  Y
## 3994          Asia              Master's                  Y
## 3995          Asia              Master's                  Y
## 3996        Europe             Doctorate                  Y
## 3997          Asia            Bachelor's                  Y
## 3998          Asia              Master's                  N
## 3999          Asia            Bachelor's                  Y
## 4000          Asia           High School                  N
## 4001          Asia             Doctorate                  Y
## 4002          Asia           High School                  Y
## 4003          Asia           High School                  N
## 4004        Europe              Master's                  Y
## 4005          Asia           High School                  N
## 4006 North America           High School                  N
## 4007 North America            Bachelor's                  N
## 4008          Asia            Bachelor's                  N
## 4009          Asia           High School                  Y
## 4010        Europe            Bachelor's                  N
## 4011          Asia            Bachelor's                  Y
## 4012          Asia            Bachelor's                  Y
## 4013          Asia              Master's                  N
## 4014          Asia              Master's                  Y
## 4015        Africa            Bachelor's                  N
## 4016          Asia             Doctorate                  Y
## 4017          Asia            Bachelor's                  N
## 4018          Asia              Master's                  N
## 4019          Asia            Bachelor's                  N
## 4020          Asia           High School                  N
## 4021 South America            Bachelor's                  Y
## 4022 North America              Master's                  Y
## 4023          Asia              Master's                  N
## 4024 North America              Master's                  Y
## 4025          Asia            Bachelor's                  N
## 4026          Asia            Bachelor's                  N
## 4027        Europe            Bachelor's                  Y
## 4028          Asia            Bachelor's                  Y
## 4029        Europe              Master's                  N
## 4030 North America            Bachelor's                  Y
## 4031 North America            Bachelor's                  Y
## 4032        Africa            Bachelor's                  N
## 4033          Asia            Bachelor's                  Y
## 4034 North America              Master's                  N
## 4035          Asia              Master's                  Y
## 4036          Asia            Bachelor's                  Y
## 4037          Asia           High School                  Y
## 4038          Asia             Doctorate                  Y
## 4039        Europe            Bachelor's                  N
## 4040        Africa            Bachelor's                  Y
## 4041          Asia            Bachelor's                  N
## 4042        Europe              Master's                  N
## 4043          Asia            Bachelor's                  Y
## 4044        Europe             Doctorate                  Y
## 4045          Asia              Master's                  Y
## 4046          Asia              Master's                  Y
## 4047          Asia           High School                  Y
## 4048 North America            Bachelor's                  Y
## 4049 North America              Master's                  Y
## 4050        Europe            Bachelor's                  Y
## 4051        Europe             Doctorate                  Y
## 4052          Asia            Bachelor's                  Y
## 4053          Asia            Bachelor's                  N
## 4054          Asia           High School                  Y
## 4055          Asia            Bachelor's                  N
## 4056          Asia              Master's                  N
## 4057          Asia            Bachelor's                  N
## 4058 North America            Bachelor's                  Y
## 4059          Asia            Bachelor's                  Y
## 4060          Asia            Bachelor's                  N
## 4061          Asia            Bachelor's                  Y
## 4062          Asia              Master's                  Y
## 4063          Asia           High School                  Y
## 4064          Asia              Master's                  Y
## 4065          Asia            Bachelor's                  N
## 4066        Europe              Master's                  N
## 4067          Asia            Bachelor's                  N
## 4068 North America            Bachelor's                  Y
## 4069 North America              Master's                  N
## 4070          Asia              Master's                  Y
## 4071          Asia              Master's                  Y
## 4072          Asia           High School                  Y
## 4073 North America            Bachelor's                  N
## 4074          Asia            Bachelor's                  Y
## 4075          Asia           High School                  N
## 4076          Asia              Master's                  Y
## 4077          Asia            Bachelor's                  N
## 4078          Asia           High School                  N
## 4079          Asia             Doctorate                  Y
## 4080          Asia            Bachelor's                  Y
## 4081          Asia            Bachelor's                  Y
## 4082          Asia             Doctorate                  N
## 4083        Europe            Bachelor's                  N
## 4084 North America              Master's                  Y
## 4085        Europe              Master's                  Y
## 4086          Asia              Master's                  N
## 4087          Asia             Doctorate                  Y
## 4088          Asia              Master's                  N
## 4089        Europe              Master's                  N
## 4090 North America           High School                  Y
## 4091 South America           High School                  Y
## 4092        Europe             Doctorate                  N
## 4093        Europe              Master's                  Y
## 4094          Asia            Bachelor's                  Y
## 4095 North America           High School                  N
## 4096          Asia              Master's                  Y
## 4097          Asia            Bachelor's                  Y
## 4098          Asia            Bachelor's                  N
## 4099          Asia            Bachelor's                  N
## 4100          Asia             Doctorate                  N
## 4101          Asia              Master's                  N
## 4102          Asia           High School                  N
## 4103        Africa            Bachelor's                  N
## 4104          Asia            Bachelor's                  Y
## 4105          Asia            Bachelor's                  Y
## 4106          Asia              Master's                  Y
## 4107          Asia            Bachelor's                  Y
## 4108          Asia            Bachelor's                  Y
## 4109          Asia              Master's                  Y
## 4110          Asia            Bachelor's                  Y
## 4111 North America            Bachelor's                  Y
## 4112        Europe             Doctorate                  Y
## 4113          Asia            Bachelor's                  N
## 4114 North America              Master's                  Y
## 4115          Asia            Bachelor's                  Y
## 4116        Europe              Master's                  Y
## 4117          Asia            Bachelor's                  N
## 4118        Europe            Bachelor's                  Y
## 4119        Europe             Doctorate                  N
## 4120          Asia              Master's                  Y
## 4121          Asia             Doctorate                  N
## 4122          Asia              Master's                  Y
## 4123          Asia            Bachelor's                  Y
## 4124          Asia            Bachelor's                  Y
## 4125        Europe             Doctorate                  Y
## 4126          Asia           High School                  Y
## 4127          Asia              Master's                  Y
## 4128          Asia            Bachelor's                  Y
## 4129        Europe              Master's                  N
## 4130 North America              Master's                  N
## 4131        Europe            Bachelor's                  N
## 4132        Europe              Master's                  Y
## 4133        Europe            Bachelor's                  Y
## 4134          Asia           High School                  N
## 4135          Asia           High School                  Y
## 4136        Europe             Doctorate                  N
## 4137 South America              Master's                  Y
## 4138          Asia              Master's                  N
## 4139        Europe              Master's                  Y
## 4140          Asia            Bachelor's                  Y
## 4141        Europe           High School                  Y
## 4142          Asia              Master's                  N
## 4143          Asia            Bachelor's                  N
## 4144          Asia              Master's                  Y
## 4145        Europe              Master's                  Y
## 4146        Africa              Master's                  Y
## 4147          Asia            Bachelor's                  N
## 4148 South America            Bachelor's                  N
## 4149          Asia              Master's                  N
## 4150 North America              Master's                  Y
## 4151          Asia            Bachelor's                  Y
## 4152          Asia              Master's                  N
## 4153        Europe            Bachelor's                  Y
## 4154          Asia              Master's                  N
## 4155          Asia            Bachelor's                  Y
## 4156          Asia            Bachelor's                  N
## 4157        Europe            Bachelor's                  N
## 4158          Asia            Bachelor's                  N
## 4159          Asia              Master's                  Y
## 4160          Asia             Doctorate                  Y
## 4161        Africa            Bachelor's                  N
## 4162          Asia             Doctorate                  N
## 4163          Asia            Bachelor's                  N
## 4164 North America              Master's                  Y
## 4165          Asia              Master's                  Y
## 4166          Asia            Bachelor's                  Y
## 4167          Asia              Master's                  N
## 4168          Asia              Master's                  Y
## 4169 South America              Master's                  N
## 4170 North America              Master's                  N
## 4171          Asia            Bachelor's                  N
## 4172          Asia            Bachelor's                  N
## 4173        Europe            Bachelor's                  Y
## 4174        Europe           High School                  Y
## 4175          Asia              Master's                  Y
## 4176          Asia           High School                  N
## 4177        Europe            Bachelor's                  Y
## 4178          Asia           High School                  Y
## 4179          Asia              Master's                  Y
## 4180          Asia            Bachelor's                  Y
## 4181          Asia            Bachelor's                  N
## 4182 North America              Master's                  N
## 4183          Asia              Master's                  N
## 4184        Europe            Bachelor's                  N
## 4185          Asia              Master's                  Y
## 4186          Asia              Master's                  Y
## 4187          Asia           High School                  Y
## 4188          Asia             Doctorate                  Y
## 4189 North America            Bachelor's                  N
## 4190          Asia           High School                  Y
## 4191        Europe             Doctorate                  N
## 4192        Europe            Bachelor's                  Y
## 4193          Asia              Master's                  N
## 4194          Asia              Master's                  Y
## 4195          Asia            Bachelor's                  N
## 4196          Asia            Bachelor's                  N
## 4197          Asia            Bachelor's                  N
## 4198          Asia            Bachelor's                  N
## 4199          Asia            Bachelor's                  N
## 4200          Asia            Bachelor's                  Y
## 4201          Asia              Master's                  N
## 4202          Asia              Master's                  Y
## 4203        Europe            Bachelor's                  N
## 4204          Asia              Master's                  Y
## 4205        Europe             Doctorate                  N
## 4206          Asia            Bachelor's                  Y
## 4207        Africa              Master's                  N
## 4208        Europe           High School                  Y
## 4209          Asia            Bachelor's                  Y
## 4210          Asia            Bachelor's                  N
## 4211          Asia              Master's                  N
## 4212          Asia            Bachelor's                  Y
## 4213          Asia              Master's                  N
## 4214          Asia              Master's                  Y
## 4215 South America              Master's                  N
## 4216          Asia           High School                  Y
## 4217 North America            Bachelor's                  Y
## 4218        Europe            Bachelor's                  Y
## 4219          Asia            Bachelor's                  Y
## 4220          Asia            Bachelor's                  Y
## 4221          Asia           High School                  N
## 4222          Asia           High School                  Y
## 4223        Europe            Bachelor's                  N
## 4224          Asia            Bachelor's                  N
## 4225        Europe              Master's                  Y
## 4226          Asia              Master's                  N
## 4227 South America            Bachelor's                  N
## 4228 North America           High School                  Y
## 4229          Asia              Master's                  Y
## 4230 South America             Doctorate                  Y
## 4231          Asia            Bachelor's                  Y
## 4232          Asia            Bachelor's                  N
## 4233          Asia              Master's                  N
## 4234          Asia            Bachelor's                  Y
## 4235          Asia            Bachelor's                  N
## 4236 North America              Master's                  N
## 4237          Asia            Bachelor's                  Y
## 4238          Asia              Master's                  Y
## 4239        Europe             Doctorate                  Y
## 4240          Asia            Bachelor's                  N
## 4241 North America            Bachelor's                  N
## 4242          Asia            Bachelor's                  N
## 4243          Asia            Bachelor's                  Y
## 4244          Asia              Master's                  Y
## 4245          Asia              Master's                  N
## 4246          Asia              Master's                  Y
## 4247          Asia            Bachelor's                  Y
## 4248          Asia              Master's                  Y
## 4249          Asia            Bachelor's                  Y
## 4250          Asia              Master's                  Y
## 4251          Asia           High School                  N
## 4252          Asia            Bachelor's                  Y
## 4253        Africa            Bachelor's                  Y
## 4254          Asia           High School                  Y
## 4255          Asia            Bachelor's                  N
## 4256          Asia            Bachelor's                  N
## 4257       Oceania            Bachelor's                  N
## 4258 South America              Master's                  Y
## 4259 North America              Master's                  N
## 4260          Asia              Master's                  Y
## 4261          Asia            Bachelor's                  Y
## 4262          Asia           High School                  Y
## 4263          Asia           High School                  N
## 4264          Asia            Bachelor's                  N
## 4265 North America            Bachelor's                  Y
## 4266 North America            Bachelor's                  Y
## 4267 North America           High School                  Y
## 4268        Europe            Bachelor's                  Y
## 4269          Asia            Bachelor's                  Y
## 4270        Europe           High School                  N
## 4271 North America           High School                  Y
## 4272        Africa            Bachelor's                  Y
## 4273 North America              Master's                  N
## 4274          Asia              Master's                  Y
## 4275          Asia            Bachelor's                  N
## 4276        Europe            Bachelor's                  Y
## 4277          Asia            Bachelor's                  N
## 4278        Europe           High School                  N
## 4279        Africa             Doctorate                  N
## 4280        Europe            Bachelor's                  N
## 4281          Asia              Master's                  N
## 4282 North America              Master's                  N
## 4283          Asia              Master's                  Y
## 4284          Asia            Bachelor's                  Y
## 4285          Asia              Master's                  Y
## 4286          Asia              Master's                  Y
## 4287 North America            Bachelor's                  Y
## 4288 North America            Bachelor's                  Y
## 4289          Asia            Bachelor's                  Y
## 4290          Asia           High School                  N
## 4291        Europe            Bachelor's                  Y
## 4292          Asia           High School                  Y
## 4293          Asia            Bachelor's                  Y
## 4294          Asia            Bachelor's                  Y
## 4295          Asia              Master's                  N
## 4296 North America            Bachelor's                  N
## 4297          Asia            Bachelor's                  Y
## 4298 North America              Master's                  N
## 4299        Europe            Bachelor's                  N
## 4300          Asia              Master's                  Y
## 4301          Asia           High School                  N
## 4302        Europe           High School                  Y
## 4303        Europe              Master's                  Y
## 4304          Asia            Bachelor's                  Y
## 4305          Asia              Master's                  N
## 4306          Asia           High School                  Y
## 4307          Asia              Master's                  Y
## 4308          Asia            Bachelor's                  Y
## 4309          Asia            Bachelor's                  Y
## 4310          Asia            Bachelor's                  N
## 4311          Asia           High School                  Y
## 4312          Asia              Master's                  Y
## 4313          Asia            Bachelor's                  N
## 4314          Asia              Master's                  Y
## 4315 North America              Master's                  N
## 4316          Asia            Bachelor's                  Y
## 4317        Europe              Master's                  N
## 4318          Asia            Bachelor's                  Y
## 4319        Europe            Bachelor's                  N
## 4320 North America              Master's                  N
## 4321 North America              Master's                  N
## 4322        Europe            Bachelor's                  Y
## 4323          Asia           High School                  Y
## 4324          Asia           High School                  Y
## 4325          Asia            Bachelor's                  N
## 4326          Asia            Bachelor's                  Y
## 4327          Asia            Bachelor's                  Y
## 4328          Asia            Bachelor's                  Y
## 4329          Asia            Bachelor's                  Y
## 4330          Asia           High School                  Y
## 4331          Asia           High School                  Y
## 4332          Asia              Master's                  Y
## 4333          Asia              Master's                  N
## 4334          Asia            Bachelor's                  N
## 4335          Asia            Bachelor's                  N
## 4336 North America              Master's                  N
## 4337          Asia             Doctorate                  Y
## 4338          Asia              Master's                  Y
## 4339        Europe             Doctorate                  N
## 4340          Asia              Master's                  Y
## 4341 North America            Bachelor's                  N
## 4342          Asia              Master's                  Y
## 4343          Asia            Bachelor's                  N
## 4344          Asia              Master's                  Y
## 4345          Asia              Master's                  N
## 4346          Asia            Bachelor's                  N
## 4347          Asia            Bachelor's                  N
## 4348          Asia           High School                  N
## 4349          Asia              Master's                  N
## 4350          Asia            Bachelor's                  N
## 4351          Asia           High School                  Y
## 4352          Asia            Bachelor's                  N
## 4353          Asia             Doctorate                  Y
## 4354 South America              Master's                  Y
## 4355          Asia           High School                  N
## 4356          Asia            Bachelor's                  N
## 4357          Asia              Master's                  Y
## 4358        Europe            Bachelor's                  Y
## 4359          Asia             Doctorate                  N
## 4360 North America              Master's                  Y
## 4361        Europe            Bachelor's                  Y
## 4362        Africa              Master's                  N
## 4363 North America           High School                  Y
## 4364          Asia            Bachelor's                  Y
## 4365          Asia            Bachelor's                  Y
## 4366          Asia            Bachelor's                  N
## 4367       Oceania              Master's                  N
## 4368          Asia              Master's                  N
## 4369          Asia            Bachelor's                  N
## 4370          Asia           High School                  Y
## 4371          Asia              Master's                  N
## 4372          Asia              Master's                  Y
## 4373          Asia            Bachelor's                  Y
## 4374          Asia            Bachelor's                  N
## 4375        Europe            Bachelor's                  Y
## 4376          Asia              Master's                  Y
## 4377          Asia            Bachelor's                  N
## 4378          Asia            Bachelor's                  Y
## 4379        Europe           High School                  N
## 4380          Asia              Master's                  Y
## 4381          Asia            Bachelor's                  Y
## 4382          Asia              Master's                  N
## 4383          Asia             Doctorate                  Y
## 4384        Africa              Master's                  N
## 4385          Asia           High School                  Y
## 4386        Europe            Bachelor's                  Y
## 4387        Europe            Bachelor's                  Y
## 4388          Asia              Master's                  Y
## 4389          Asia              Master's                  N
## 4390          Asia            Bachelor's                  N
## 4391          Asia           High School                  Y
## 4392          Asia              Master's                  N
## 4393          Asia            Bachelor's                  Y
## 4394          Asia            Bachelor's                  N
## 4395        Europe              Master's                  N
## 4396          Asia           High School                  N
## 4397          Asia              Master's                  N
## 4398 North America            Bachelor's                  N
## 4399        Africa             Doctorate                  N
## 4400          Asia             Doctorate                  Y
## 4401 South America           High School                  N
## 4402          Asia              Master's                  N
## 4403        Europe           High School                  N
## 4404          Asia            Bachelor's                  Y
## 4405          Asia              Master's                  N
## 4406          Asia              Master's                  N
## 4407          Asia            Bachelor's                  Y
## 4408          Asia            Bachelor's                  N
## 4409          Asia              Master's                  Y
## 4410          Asia           High School                  Y
## 4411          Asia           High School                  Y
## 4412        Europe            Bachelor's                  N
## 4413 South America              Master's                  N
## 4414 North America           High School                  Y
## 4415 South America              Master's                  N
## 4416        Europe              Master's                  Y
## 4417 South America           High School                  N
## 4418          Asia            Bachelor's                  Y
## 4419 North America           High School                  Y
## 4420          Asia           High School                  Y
## 4421 North America            Bachelor's                  N
## 4422       Oceania            Bachelor's                  N
## 4423          Asia            Bachelor's                  Y
## 4424 North America           High School                  Y
## 4425          Asia              Master's                  Y
## 4426 North America            Bachelor's                  Y
## 4427          Asia            Bachelor's                  Y
## 4428        Europe            Bachelor's                  N
## 4429          Asia              Master's                  Y
## 4430          Asia              Master's                  N
## 4431        Europe              Master's                  Y
## 4432 North America              Master's                  Y
## 4433          Asia            Bachelor's                  N
## 4434        Europe             Doctorate                  Y
## 4435 North America            Bachelor's                  Y
## 4436 North America           High School                  Y
## 4437 North America              Master's                  N
## 4438          Asia           High School                  Y
## 4439        Europe           High School                  Y
## 4440          Asia            Bachelor's                  Y
## 4441          Asia              Master's                  N
## 4442        Europe            Bachelor's                  Y
## 4443          Asia              Master's                  N
## 4444 North America              Master's                  N
## 4445          Asia              Master's                  N
## 4446          Asia            Bachelor's                  N
## 4447       Oceania              Master's                  N
## 4448 North America            Bachelor's                  Y
## 4449          Asia            Bachelor's                  N
## 4450        Europe            Bachelor's                  N
## 4451          Asia              Master's                  Y
## 4452          Asia            Bachelor's                  N
## 4453          Asia              Master's                  Y
## 4454        Europe             Doctorate                  N
## 4455 South America           High School                  N
## 4456          Asia              Master's                  N
## 4457        Europe             Doctorate                  Y
## 4458          Asia            Bachelor's                  N
## 4459          Asia            Bachelor's                  Y
## 4460 North America            Bachelor's                  Y
## 4461          Asia              Master's                  N
## 4462        Europe           High School                  Y
## 4463          Asia           High School                  Y
## 4464          Asia            Bachelor's                  N
## 4465          Asia              Master's                  N
## 4466          Asia            Bachelor's                  N
## 4467        Europe             Doctorate                  Y
## 4468 North America            Bachelor's                  N
## 4469        Europe            Bachelor's                  Y
## 4470          Asia              Master's                  Y
## 4471 North America              Master's                  Y
## 4472 North America            Bachelor's                  N
## 4473          Asia              Master's                  Y
## 4474          Asia            Bachelor's                  N
## 4475          Asia           High School                  N
## 4476          Asia              Master's                  N
## 4477          Asia            Bachelor's                  Y
## 4478          Asia            Bachelor's                  N
## 4479          Asia              Master's                  Y
## 4480        Europe              Master's                  Y
## 4481 North America            Bachelor's                  N
## 4482          Asia              Master's                  N
## 4483 North America              Master's                  Y
## 4484          Asia              Master's                  N
## 4485        Europe            Bachelor's                  Y
## 4486          Asia              Master's                  N
## 4487          Asia              Master's                  N
## 4488          Asia              Master's                  N
## 4489          Asia            Bachelor's                  Y
## 4490          Asia              Master's                  Y
## 4491          Asia            Bachelor's                  N
## 4492          Asia           High School                  N
## 4493          Asia           High School                  Y
## 4494          Asia            Bachelor's                  N
## 4495          Asia           High School                  N
## 4496          Asia            Bachelor's                  Y
## 4497        Europe            Bachelor's                  Y
## 4498          Asia            Bachelor's                  Y
## 4499          Asia              Master's                  N
## 4500          Asia             Doctorate                  Y
## 4501          Asia              Master's                  Y
## 4502          Asia           High School                  Y
## 4503          Asia              Master's                  N
## 4504          Asia              Master's                  N
## 4505          Asia              Master's                  N
## 4506        Europe              Master's                  Y
## 4507          Asia            Bachelor's                  Y
## 4508          Asia              Master's                  Y
## 4509          Asia            Bachelor's                  N
## 4510 South America            Bachelor's                  N
## 4511        Europe            Bachelor's                  N
## 4512          Asia              Master's                  Y
## 4513        Europe            Bachelor's                  Y
## 4514 North America              Master's                  Y
## 4515          Asia              Master's                  N
## 4516          Asia              Master's                  N
## 4517          Asia              Master's                  N
## 4518          Asia            Bachelor's                  Y
## 4519          Asia            Bachelor's                  Y
## 4520          Asia              Master's                  Y
## 4521          Asia           High School                  N
## 4522          Asia           High School                  N
## 4523          Asia              Master's                  Y
## 4524          Asia            Bachelor's                  N
## 4525          Asia              Master's                  Y
## 4526          Asia              Master's                  N
## 4527          Asia           High School                  Y
## 4528          Asia              Master's                  Y
## 4529 North America              Master's                  N
## 4530          Asia           High School                  Y
## 4531        Europe             Doctorate                  Y
## 4532 South America            Bachelor's                  Y
## 4533          Asia              Master's                  Y
## 4534        Europe              Master's                  N
## 4535        Europe              Master's                  N
## 4536          Asia            Bachelor's                  N
## 4537          Asia            Bachelor's                  Y
## 4538          Asia            Bachelor's                  Y
## 4539 South America            Bachelor's                  N
## 4540          Asia            Bachelor's                  N
## 4541          Asia              Master's                  N
## 4542          Asia           High School                  N
## 4543        Europe              Master's                  N
## 4544 North America              Master's                  Y
## 4545          Asia              Master's                  Y
## 4546          Asia            Bachelor's                  N
## 4547          Asia              Master's                  Y
## 4548          Asia              Master's                  Y
## 4549          Asia            Bachelor's                  N
## 4550          Asia              Master's                  Y
## 4551        Europe            Bachelor's                  N
## 4552          Asia            Bachelor's                  N
## 4553        Europe              Master's                  N
## 4554        Europe            Bachelor's                  Y
## 4555          Asia            Bachelor's                  Y
## 4556 South America            Bachelor's                  N
## 4557          Asia            Bachelor's                  Y
## 4558        Europe            Bachelor's                  Y
## 4559        Europe              Master's                  N
## 4560 North America             Doctorate                  Y
## 4561          Asia            Bachelor's                  N
## 4562          Asia             Doctorate                  N
## 4563          Asia              Master's                  N
## 4564          Asia            Bachelor's                  Y
## 4565          Asia              Master's                  Y
## 4566          Asia            Bachelor's                  Y
## 4567          Asia            Bachelor's                  N
## 4568          Asia            Bachelor's                  Y
## 4569        Europe            Bachelor's                  Y
## 4570          Asia           High School                  N
## 4571          Asia            Bachelor's                  Y
## 4572          Asia            Bachelor's                  Y
## 4573 North America              Master's                  Y
## 4574        Europe              Master's                  N
## 4575          Asia              Master's                  N
## 4576          Asia              Master's                  Y
## 4577 North America           High School                  Y
## 4578          Asia            Bachelor's                  Y
## 4579 South America              Master's                  Y
## 4580          Asia            Bachelor's                  Y
## 4581        Africa              Master's                  Y
## 4582          Asia              Master's                  Y
## 4583          Asia            Bachelor's                  Y
## 4584        Europe           High School                  N
## 4585          Asia            Bachelor's                  N
## 4586        Europe              Master's                  N
## 4587          Asia             Doctorate                  Y
## 4588          Asia              Master's                  Y
## 4589          Asia            Bachelor's                  Y
## 4590          Asia            Bachelor's                  N
## 4591        Europe              Master's                  Y
## 4592          Asia              Master's                  Y
## 4593          Asia              Master's                  Y
## 4594          Asia            Bachelor's                  N
## 4595        Europe             Doctorate                  Y
## 4596          Asia              Master's                  Y
## 4597 North America              Master's                  Y
## 4598          Asia           High School                  Y
## 4599          Asia            Bachelor's                  Y
## 4600          Asia              Master's                  N
## 4601          Asia            Bachelor's                  Y
## 4602          Asia             Doctorate                  Y
## 4603          Asia            Bachelor's                  N
## 4604          Asia            Bachelor's                  N
## 4605          Asia              Master's                  N
## 4606          Asia           High School                  N
## 4607          Asia              Master's                  N
## 4608          Asia           High School                  Y
## 4609          Asia              Master's                  N
## 4610          Asia           High School                  Y
## 4611          Asia           High School                  Y
## 4612          Asia              Master's                  Y
## 4613          Asia              Master's                  Y
## 4614          Asia            Bachelor's                  Y
## 4615          Asia              Master's                  N
## 4616        Europe             Doctorate                  Y
## 4617          Asia              Master's                  N
## 4618          Asia            Bachelor's                  N
## 4619          Asia            Bachelor's                  N
## 4620          Asia              Master's                  N
## 4621        Europe            Bachelor's                  Y
## 4622          Asia              Master's                  N
## 4623        Europe              Master's                  N
## 4624          Asia            Bachelor's                  Y
## 4625          Asia            Bachelor's                  Y
## 4626          Asia              Master's                  Y
## 4627          Asia            Bachelor's                  Y
## 4628 South America           High School                  Y
## 4629        Europe             Doctorate                  N
## 4630          Asia              Master's                  Y
## 4631          Asia            Bachelor's                  Y
## 4632          Asia            Bachelor's                  Y
## 4633        Europe             Doctorate                  Y
## 4634        Europe              Master's                  Y
## 4635 North America            Bachelor's                  Y
## 4636          Asia              Master's                  Y
## 4637          Asia            Bachelor's                  Y
## 4638          Asia           High School                  N
## 4639        Africa           High School                  Y
## 4640          Asia           High School                  N
## 4641          Asia              Master's                  Y
## 4642        Africa              Master's                  Y
## 4643          Asia              Master's                  N
## 4644          Asia            Bachelor's                  Y
## 4645          Asia              Master's                  N
## 4646        Europe             Doctorate                  N
## 4647 North America            Bachelor's                  N
## 4648        Africa            Bachelor's                  N
## 4649          Asia           High School                  N
## 4650        Europe            Bachelor's                  N
## 4651        Europe            Bachelor's                  Y
## 4652        Europe              Master's                  Y
## 4653        Europe              Master's                  Y
## 4654          Asia              Master's                  Y
## 4655          Asia              Master's                  N
## 4656        Africa              Master's                  Y
## 4657          Asia            Bachelor's                  Y
## 4658        Europe           High School                  Y
## 4659 North America            Bachelor's                  N
## 4660 North America            Bachelor's                  Y
## 4661 North America              Master's                  N
## 4662          Asia              Master's                  N
## 4663          Asia              Master's                  N
## 4664          Asia           High School                  N
## 4665 North America             Doctorate                  N
## 4666          Asia             Doctorate                  Y
## 4667        Europe              Master's                  N
## 4668 North America              Master's                  N
## 4669 North America              Master's                  N
## 4670        Europe           High School                  N
## 4671          Asia              Master's                  N
## 4672          Asia            Bachelor's                  Y
## 4673          Asia              Master's                  Y
## 4674        Europe              Master's                  Y
## 4675          Asia              Master's                  N
## 4676 North America              Master's                  N
## 4677          Asia           High School                  N
## 4678        Europe           High School                  N
## 4679 North America            Bachelor's                  Y
## 4680          Asia            Bachelor's                  N
## 4681          Asia            Bachelor's                  N
## 4682          Asia              Master's                  Y
## 4683 North America            Bachelor's                  Y
## 4684          Asia              Master's                  N
## 4685        Europe             Doctorate                  Y
## 4686          Asia            Bachelor's                  Y
## 4687          Asia            Bachelor's                  N
## 4688          Asia              Master's                  N
## 4689          Asia              Master's                  Y
## 4690        Europe            Bachelor's                  Y
## 4691          Asia           High School                  Y
## 4692        Europe              Master's                  Y
## 4693          Asia           High School                  N
## 4694 North America           High School                  Y
## 4695          Asia              Master's                  N
## 4696          Asia              Master's                  Y
## 4697          Asia            Bachelor's                  Y
## 4698 North America            Bachelor's                  Y
## 4699          Asia           High School                  Y
## 4700          Asia            Bachelor's                  Y
## 4701        Europe            Bachelor's                  Y
## 4702 North America            Bachelor's                  Y
## 4703        Europe           High School                  Y
## 4704        Europe              Master's                  Y
## 4705        Europe            Bachelor's                  N
## 4706          Asia           High School                  Y
## 4707 North America              Master's                  Y
## 4708        Europe              Master's                  N
## 4709        Europe              Master's                  Y
## 4710          Asia           High School                  Y
## 4711          Asia            Bachelor's                  Y
## 4712          Asia            Bachelor's                  Y
## 4713          Asia              Master's                  Y
## 4714          Asia              Master's                  N
## 4715        Europe              Master's                  Y
## 4716          Asia            Bachelor's                  Y
## 4717 North America            Bachelor's                  N
## 4718 North America             Doctorate                  N
## 4719          Asia             Doctorate                  Y
## 4720          Asia              Master's                  N
## 4721          Asia              Master's                  Y
## 4722          Asia           High School                  N
## 4723 North America            Bachelor's                  Y
## 4724 South America              Master's                  N
## 4725          Asia              Master's                  N
## 4726          Asia              Master's                  Y
## 4727          Asia              Master's                  N
## 4728          Asia              Master's                  N
## 4729          Asia              Master's                  N
## 4730          Asia              Master's                  N
## 4731          Asia            Bachelor's                  Y
## 4732          Asia            Bachelor's                  N
## 4733          Asia              Master's                  N
## 4734          Asia              Master's                  N
## 4735          Asia              Master's                  N
## 4736          Asia              Master's                  N
## 4737        Europe           High School                  Y
## 4738          Asia              Master's                  Y
## 4739          Asia              Master's                  Y
## 4740          Asia              Master's                  Y
## 4741          Asia           High School                  N
## 4742          Asia            Bachelor's                  Y
## 4743        Europe            Bachelor's                  Y
## 4744          Asia              Master's                  N
## 4745          Asia            Bachelor's                  N
## 4746          Asia              Master's                  N
## 4747          Asia              Master's                  Y
## 4748          Asia            Bachelor's                  Y
## 4749          Asia              Master's                  N
## 4750          Asia              Master's                  Y
## 4751          Asia              Master's                  Y
## 4752          Asia              Master's                  Y
## 4753          Asia              Master's                  Y
## 4754          Asia              Master's                  Y
## 4755          Asia            Bachelor's                  N
## 4756          Asia            Bachelor's                  Y
## 4757        Europe             Doctorate                  N
## 4758          Asia              Master's                  Y
## 4759          Asia            Bachelor's                  N
## 4760          Asia             Doctorate                  Y
## 4761 South America              Master's                  N
## 4762 South America           High School                  Y
## 4763 South America           High School                  Y
## 4764          Asia              Master's                  N
## 4765        Europe           High School                  Y
## 4766        Europe            Bachelor's                  Y
## 4767          Asia            Bachelor's                  N
## 4768          Asia            Bachelor's                  N
## 4769          Asia           High School                  N
## 4770          Asia            Bachelor's                  Y
## 4771          Asia           High School                  Y
## 4772 North America            Bachelor's                  Y
## 4773          Asia            Bachelor's                  Y
## 4774 North America              Master's                  Y
## 4775          Asia           High School                  N
## 4776          Asia             Doctorate                  Y
## 4777          Asia              Master's                  Y
## 4778          Asia            Bachelor's                  Y
## 4779          Asia            Bachelor's                  Y
## 4780          Asia              Master's                  Y
## 4781          Asia              Master's                  Y
## 4782          Asia            Bachelor's                  Y
## 4783          Asia              Master's                  Y
## 4784          Asia            Bachelor's                  N
## 4785          Asia            Bachelor's                  Y
## 4786          Asia              Master's                  N
## 4787 North America            Bachelor's                  Y
## 4788          Asia            Bachelor's                  Y
## 4789        Europe            Bachelor's                  Y
## 4790          Asia              Master's                  N
## 4791 North America           High School                  Y
## 4792        Europe             Doctorate                  Y
## 4793          Asia            Bachelor's                  Y
## 4794          Asia            Bachelor's                  N
## 4795 South America              Master's                  N
## 4796          Asia            Bachelor's                  Y
## 4797          Asia            Bachelor's                  Y
## 4798          Asia            Bachelor's                  N
## 4799 North America            Bachelor's                  N
## 4800          Asia             Doctorate                  N
## 4801        Africa              Master's                  N
## 4802        Europe              Master's                  N
## 4803          Asia            Bachelor's                  Y
## 4804          Asia              Master's                  Y
## 4805          Asia           High School                  N
## 4806          Asia              Master's                  N
## 4807          Asia           High School                  Y
## 4808          Asia              Master's                  N
## 4809 North America            Bachelor's                  Y
## 4810          Asia            Bachelor's                  Y
## 4811          Asia            Bachelor's                  Y
## 4812          Asia             Doctorate                  Y
## 4813          Asia            Bachelor's                  N
## 4814        Europe              Master's                  Y
## 4815          Asia            Bachelor's                  Y
## 4816          Asia              Master's                  Y
## 4817          Asia            Bachelor's                  Y
## 4818          Asia              Master's                  Y
## 4819        Europe            Bachelor's                  Y
## 4820          Asia              Master's                  N
## 4821          Asia              Master's                  Y
## 4822          Asia            Bachelor's                  Y
## 4823          Asia            Bachelor's                  N
## 4824          Asia              Master's                  N
## 4825          Asia            Bachelor's                  Y
## 4826          Asia            Bachelor's                  N
## 4827 South America              Master's                  N
## 4828        Europe              Master's                  N
## 4829 North America              Master's                  Y
## 4830          Asia           High School                  Y
## 4831          Asia            Bachelor's                  Y
## 4832          Asia              Master's                  N
## 4833          Asia              Master's                  N
## 4834 North America              Master's                  Y
## 4835 South America            Bachelor's                  N
## 4836          Asia              Master's                  Y
## 4837        Africa            Bachelor's                  Y
## 4838 North America              Master's                  Y
## 4839          Asia              Master's                  Y
## 4840          Asia              Master's                  N
## 4841          Asia            Bachelor's                  Y
## 4842          Asia              Master's                  N
## 4843        Europe              Master's                  N
## 4844          Asia            Bachelor's                  Y
## 4845          Asia           High School                  Y
## 4846        Europe              Master's                  Y
## 4847          Asia            Bachelor's                  Y
## 4848 North America            Bachelor's                  Y
## 4849 North America             Doctorate                  Y
## 4850 North America              Master's                  N
## 4851          Asia            Bachelor's                  N
## 4852          Asia            Bachelor's                  Y
## 4853          Asia              Master's                  Y
## 4854          Asia              Master's                  Y
## 4855          Asia              Master's                  N
## 4856 North America              Master's                  N
## 4857          Asia            Bachelor's                  N
## 4858        Europe            Bachelor's                  N
## 4859        Africa              Master's                  Y
## 4860          Asia              Master's                  N
## 4861          Asia            Bachelor's                  Y
## 4862          Asia           High School                  Y
## 4863 North America            Bachelor's                  Y
## 4864 South America           High School                  Y
## 4865          Asia              Master's                  Y
## 4866        Europe            Bachelor's                  Y
## 4867          Asia              Master's                  Y
## 4868          Asia            Bachelor's                  N
## 4869          Asia              Master's                  N
## 4870          Asia           High School                  Y
## 4871 North America            Bachelor's                  N
## 4872          Asia              Master's                  Y
## 4873 North America              Master's                  N
## 4874        Europe            Bachelor's                  Y
## 4875 North America              Master's                  N
## 4876          Asia              Master's                  N
## 4877        Europe              Master's                  Y
## 4878        Europe           High School                  Y
## 4879        Europe              Master's                  N
## 4880          Asia            Bachelor's                  N
## 4881          Asia              Master's                  N
## 4882          Asia              Master's                  N
## 4883          Asia            Bachelor's                  Y
## 4884 South America           High School                  N
## 4885 North America              Master's                  N
## 4886        Europe            Bachelor's                  Y
## 4887          Asia            Bachelor's                  N
## 4888          Asia            Bachelor's                  Y
## 4889          Asia            Bachelor's                  Y
## 4890          Asia              Master's                  N
## 4891          Asia            Bachelor's                  N
## 4892        Europe           High School                  N
## 4893          Asia            Bachelor's                  N
## 4894          Asia           High School                  N
## 4895 North America            Bachelor's                  N
## 4896          Asia            Bachelor's                  N
## 4897          Asia           High School                  N
## 4898 North America              Master's                  Y
## 4899          Asia            Bachelor's                  N
## 4900          Asia            Bachelor's                  Y
## 4901 North America            Bachelor's                  N
## 4902          Asia              Master's                  N
## 4903          Asia              Master's                  N
## 4904          Asia              Master's                  Y
## 4905          Asia            Bachelor's                  Y
## 4906        Europe             Doctorate                  Y
## 4907          Asia            Bachelor's                  Y
## 4908          Asia              Master's                  Y
## 4909          Asia            Bachelor's                  N
## 4910        Europe            Bachelor's                  N
## 4911 North America              Master's                  Y
## 4912          Asia              Master's                  Y
## 4913          Asia            Bachelor's                  Y
## 4914          Asia            Bachelor's                  Y
## 4915          Asia             Doctorate                  N
## 4916          Asia            Bachelor's                  Y
## 4917          Asia              Master's                  N
## 4918          Asia            Bachelor's                  Y
## 4919          Asia              Master's                  Y
## 4920          Asia            Bachelor's                  Y
## 4921        Europe             Doctorate                  Y
## 4922          Asia           High School                  N
## 4923          Asia              Master's                  Y
## 4924        Africa            Bachelor's                  N
## 4925          Asia           High School                  Y
## 4926        Europe            Bachelor's                  Y
## 4927          Asia            Bachelor's                  N
## 4928          Asia           High School                  N
## 4929          Asia              Master's                  Y
## 4930          Asia              Master's                  Y
## 4931 North America              Master's                  N
## 4932          Asia           High School                  N
## 4933          Asia            Bachelor's                  N
## 4934          Asia            Bachelor's                  Y
## 4935          Asia            Bachelor's                  Y
## 4936 North America            Bachelor's                  N
## 4937          Asia              Master's                  N
## 4938          Asia            Bachelor's                  N
## 4939          Asia            Bachelor's                  Y
## 4940          Asia           High School                  N
## 4941        Africa             Doctorate                  N
## 4942          Asia             Doctorate                  Y
## 4943 North America           High School                  Y
## 4944          Asia           High School                  Y
## 4945          Asia           High School                  Y
## 4946 North America              Master's                  Y
## 4947 South America            Bachelor's                  Y
## 4948 North America           High School                  Y
## 4949          Asia             Doctorate                  N
## 4950          Asia           High School                  N
## 4951          Asia              Master's                  Y
## 4952          Asia            Bachelor's                  Y
## 4953          Asia             Doctorate                  N
## 4954          Asia            Bachelor's                  Y
## 4955        Europe             Doctorate                  Y
## 4956 North America            Bachelor's                  Y
## 4957        Europe              Master's                  Y
## 4958          Asia           High School                  Y
## 4959          Asia            Bachelor's                  Y
## 4960        Europe              Master's                  N
## 4961          Asia            Bachelor's                  Y
## 4962          Asia            Bachelor's                  Y
## 4963        Europe            Bachelor's                  N
## 4964       Oceania              Master's                  Y
## 4965        Europe              Master's                  N
## 4966          Asia              Master's                  N
## 4967          Asia              Master's                  Y
## 4968          Asia              Master's                  N
## 4969          Asia           High School                  Y
## 4970        Europe             Doctorate                  N
## 4971          Asia             Doctorate                  N
## 4972        Europe             Doctorate                  Y
## 4973 North America           High School                  Y
## 4974          Asia              Master's                  N
## 4975          Asia            Bachelor's                  N
## 4976          Asia              Master's                  Y
## 4977          Asia              Master's                  Y
## 4978          Asia           High School                  N
## 4979 North America             Doctorate                  Y
## 4980          Asia              Master's                  Y
## 4981          Asia            Bachelor's                  N
## 4982          Asia            Bachelor's                  Y
## 4983        Africa              Master's                  Y
## 4984          Asia            Bachelor's                  Y
## 4985        Europe           High School                  Y
## 4986 North America             Doctorate                  N
## 4987        Europe           High School                  Y
## 4988          Asia            Bachelor's                  N
## 4989          Asia              Master's                  Y
## 4990 North America              Master's                  Y
## 4991          Asia              Master's                  Y
## 4992        Europe             Doctorate                  Y
## 4993        Europe              Master's                  Y
## 4994       Oceania              Master's                  N
## 4995          Asia              Master's                  Y
## 4996          Asia              Master's                  N
## 4997 North America              Master's                  N
## 4998          Asia            Bachelor's                  N
## 4999          Asia            Bachelor's                  Y
## 5000        Europe            Bachelor's                  Y
## 5001          Asia              Master's                  N
## 5002          Asia            Bachelor's                  Y
## 5003          Asia            Bachelor's                  N
## 5004          Asia            Bachelor's                  N
## 5005        Europe              Master's                  Y
## 5006          Asia            Bachelor's                  Y
## 5007          Asia            Bachelor's                  N
## 5008          Asia             Doctorate                  N
## 5009          Asia            Bachelor's                  Y
## 5010          Asia              Master's                  N
## 5011        Europe            Bachelor's                  Y
## 5012        Europe              Master's                  Y
## 5013          Asia              Master's                  N
## 5014          Asia            Bachelor's                  Y
## 5015          Asia           High School                  Y
## 5016 South America              Master's                  Y
## 5017          Asia              Master's                  Y
## 5018          Asia            Bachelor's                  N
## 5019          Asia           High School                  Y
## 5020        Europe              Master's                  Y
## 5021 North America            Bachelor's                  N
## 5022          Asia              Master's                  Y
## 5023          Asia              Master's                  Y
## 5024        Europe            Bachelor's                  N
## 5025          Asia            Bachelor's                  Y
## 5026          Asia            Bachelor's                  Y
## 5027        Europe             Doctorate                  N
## 5028 North America            Bachelor's                  Y
## 5029        Europe            Bachelor's                  Y
## 5030        Europe              Master's                  Y
## 5031 North America            Bachelor's                  N
## 5032 South America              Master's                  Y
## 5033          Asia            Bachelor's                  Y
## 5034          Asia              Master's                  N
## 5035          Asia            Bachelor's                  Y
## 5036 South America             Doctorate                  N
## 5037          Asia             Doctorate                  Y
## 5038          Asia            Bachelor's                  Y
## 5039          Asia            Bachelor's                  Y
## 5040 North America              Master's                  Y
## 5041        Europe            Bachelor's                  Y
## 5042          Asia            Bachelor's                  N
## 5043          Asia            Bachelor's                  Y
## 5044          Asia              Master's                  Y
## 5045          Asia              Master's                  Y
## 5046          Asia            Bachelor's                  Y
## 5047        Europe            Bachelor's                  Y
## 5048          Asia              Master's                  Y
## 5049 North America              Master's                  N
## 5050          Asia            Bachelor's                  Y
## 5051 North America            Bachelor's                  Y
## 5052          Asia            Bachelor's                  Y
## 5053          Asia            Bachelor's                  N
## 5054          Asia            Bachelor's                  Y
## 5055          Asia              Master's                  Y
## 5056          Asia           High School                  Y
## 5057          Asia           High School                  N
## 5058 North America           High School                  N
## 5059          Asia           High School                  Y
## 5060 North America            Bachelor's                  N
## 5061          Asia             Doctorate                  N
## 5062          Asia              Master's                  Y
## 5063          Asia              Master's                  Y
## 5064          Asia           High School                  Y
## 5065          Asia              Master's                  Y
## 5066          Asia           High School                  N
## 5067          Asia             Doctorate                  N
## 5068 North America           High School                  Y
## 5069          Asia            Bachelor's                  N
## 5070 North America              Master's                  N
## 5071          Asia              Master's                  N
## 5072          Asia            Bachelor's                  Y
## 5073          Asia           High School                  Y
## 5074          Asia              Master's                  Y
## 5075          Asia              Master's                  N
## 5076          Asia            Bachelor's                  Y
## 5077          Asia              Master's                  Y
## 5078          Asia            Bachelor's                  Y
## 5079          Asia            Bachelor's                  Y
## 5080          Asia            Bachelor's                  N
## 5081          Asia            Bachelor's                  N
## 5082        Europe              Master's                  Y
## 5083          Asia            Bachelor's                  Y
## 5084 North America              Master's                  Y
## 5085 North America              Master's                  Y
## 5086        Europe            Bachelor's                  N
## 5087          Asia            Bachelor's                  N
## 5088          Asia            Bachelor's                  Y
## 5089          Asia              Master's                  Y
## 5090          Asia            Bachelor's                  N
## 5091          Asia           High School                  N
## 5092          Asia            Bachelor's                  Y
## 5093        Europe           High School                  Y
## 5094          Asia            Bachelor's                  Y
## 5095          Asia            Bachelor's                  N
## 5096 North America              Master's                  N
## 5097          Asia              Master's                  Y
## 5098        Europe              Master's                  N
## 5099          Asia            Bachelor's                  Y
## 5100          Asia              Master's                  Y
## 5101          Asia            Bachelor's                  N
## 5102          Asia              Master's                  N
## 5103          Asia            Bachelor's                  Y
## 5104          Asia              Master's                  N
## 5105          Asia            Bachelor's                  Y
## 5106        Europe            Bachelor's                  N
## 5107          Asia           High School                  N
## 5108          Asia              Master's                  Y
## 5109          Asia            Bachelor's                  Y
## 5110          Asia              Master's                  N
## 5111          Asia            Bachelor's                  N
## 5112          Asia            Bachelor's                  Y
## 5113        Europe             Doctorate                  N
## 5114        Europe            Bachelor's                  N
## 5115          Asia            Bachelor's                  Y
## 5116          Asia              Master's                  N
## 5117       Oceania            Bachelor's                  Y
## 5118       Oceania            Bachelor's                  Y
## 5119          Asia            Bachelor's                  Y
## 5120          Asia            Bachelor's                  N
## 5121          Asia              Master's                  N
## 5122        Europe             Doctorate                  N
## 5123          Asia           High School                  Y
## 5124 North America            Bachelor's                  N
## 5125          Asia              Master's                  N
## 5126          Asia              Master's                  N
## 5127          Asia              Master's                  Y
## 5128 North America            Bachelor's                  Y
## 5129          Asia            Bachelor's                  Y
## 5130          Asia            Bachelor's                  N
## 5131        Europe              Master's                  N
## 5132          Asia              Master's                  N
## 5133 North America            Bachelor's                  N
## 5134          Asia              Master's                  Y
## 5135 North America           High School                  Y
## 5136 North America              Master's                  N
## 5137          Asia             Doctorate                  Y
## 5138          Asia             Doctorate                  Y
## 5139          Asia              Master's                  N
## 5140          Asia            Bachelor's                  Y
## 5141          Asia            Bachelor's                  Y
## 5142          Asia           High School                  Y
## 5143          Asia            Bachelor's                  Y
## 5144 North America            Bachelor's                  N
## 5145          Asia            Bachelor's                  N
## 5146        Europe              Master's                  N
## 5147        Europe             Doctorate                  N
## 5148          Asia           High School                  Y
## 5149        Europe           High School                  N
## 5150          Asia             Doctorate                  N
## 5151          Asia            Bachelor's                  N
## 5152        Europe              Master's                  N
## 5153          Asia           High School                  N
## 5154          Asia              Master's                  Y
## 5155          Asia              Master's                  N
## 5156       Oceania            Bachelor's                  Y
## 5157        Europe             Doctorate                  N
## 5158        Europe            Bachelor's                  Y
## 5159          Asia            Bachelor's                  N
## 5160          Asia             Doctorate                  Y
## 5161          Asia            Bachelor's                  N
## 5162          Asia           High School                  Y
## 5163          Asia            Bachelor's                  Y
## 5164          Asia             Doctorate                  Y
## 5165          Asia              Master's                  Y
## 5166          Asia              Master's                  N
## 5167          Asia             Doctorate                  N
## 5168 North America            Bachelor's                  Y
## 5169          Asia              Master's                  N
## 5170          Asia            Bachelor's                  Y
## 5171          Asia              Master's                  N
## 5172          Asia            Bachelor's                  N
## 5173 North America            Bachelor's                  Y
## 5174          Asia           High School                  Y
## 5175          Asia              Master's                  N
## 5176          Asia            Bachelor's                  Y
## 5177          Asia            Bachelor's                  N
## 5178 North America            Bachelor's                  Y
## 5179        Africa           High School                  N
## 5180          Asia            Bachelor's                  N
## 5181        Europe           High School                  Y
## 5182          Asia            Bachelor's                  Y
## 5183        Africa              Master's                  Y
## 5184          Asia            Bachelor's                  N
## 5185 South America             Doctorate                  Y
## 5186          Asia              Master's                  N
## 5187          Asia              Master's                  Y
## 5188          Asia            Bachelor's                  Y
## 5189          Asia            Bachelor's                  N
## 5190          Asia           High School                  Y
## 5191          Asia            Bachelor's                  N
## 5192 North America              Master's                  Y
## 5193          Asia            Bachelor's                  Y
## 5194          Asia              Master's                  N
## 5195          Asia              Master's                  Y
## 5196        Europe           High School                  Y
## 5197          Asia              Master's                  Y
## 5198          Asia            Bachelor's                  Y
## 5199          Asia            Bachelor's                  Y
## 5200       Oceania              Master's                  Y
## 5201          Asia              Master's                  Y
## 5202          Asia              Master's                  Y
## 5203          Asia            Bachelor's                  Y
## 5204          Asia            Bachelor's                  N
## 5205          Asia           High School                  N
## 5206 North America              Master's                  N
## 5207          Asia           High School                  N
## 5208 North America            Bachelor's                  Y
## 5209        Europe            Bachelor's                  Y
## 5210        Europe           High School                  Y
## 5211          Asia           High School                  Y
## 5212          Asia           High School                  Y
## 5213        Europe           High School                  Y
## 5214        Europe             Doctorate                  N
## 5215          Asia              Master's                  Y
## 5216 North America           High School                  Y
## 5217          Asia            Bachelor's                  N
## 5218          Asia            Bachelor's                  Y
## 5219          Asia              Master's                  Y
## 5220          Asia           High School                  N
## 5221 North America              Master's                  Y
## 5222        Europe           High School                  N
## 5223          Asia            Bachelor's                  Y
## 5224          Asia            Bachelor's                  Y
## 5225          Asia            Bachelor's                  N
## 5226          Asia            Bachelor's                  Y
## 5227          Asia              Master's                  Y
## 5228          Asia            Bachelor's                  Y
## 5229          Asia            Bachelor's                  N
## 5230          Asia              Master's                  N
## 5231        Europe             Doctorate                  Y
## 5232        Europe           High School                  Y
## 5233 South America            Bachelor's                  Y
## 5234          Asia            Bachelor's                  N
## 5235          Asia            Bachelor's                  Y
## 5236        Europe              Master's                  N
## 5237          Asia              Master's                  Y
## 5238          Asia           High School                  N
## 5239        Europe            Bachelor's                  N
## 5240          Asia            Bachelor's                  Y
## 5241          Asia              Master's                  Y
## 5242 North America            Bachelor's                  Y
## 5243          Asia              Master's                  Y
## 5244          Asia              Master's                  Y
## 5245          Asia              Master's                  Y
## 5246          Asia            Bachelor's                  Y
## 5247          Asia           High School                  Y
## 5248          Asia              Master's                  Y
## 5249 North America            Bachelor's                  Y
## 5250          Asia              Master's                  Y
## 5251          Asia             Doctorate                  Y
## 5252          Asia              Master's                  Y
## 5253          Asia            Bachelor's                  Y
## 5254          Asia              Master's                  N
## 5255        Europe             Doctorate                  N
## 5256          Asia              Master's                  Y
## 5257          Asia            Bachelor's                  Y
## 5258          Asia             Doctorate                  N
## 5259          Asia            Bachelor's                  N
## 5260          Asia              Master's                  N
## 5261        Europe             Doctorate                  Y
## 5262          Asia            Bachelor's                  Y
## 5263          Asia              Master's                  Y
## 5264 North America              Master's                  N
## 5265          Asia            Bachelor's                  Y
## 5266          Asia            Bachelor's                  N
## 5267 North America            Bachelor's                  Y
## 5268          Asia           High School                  Y
## 5269 North America           High School                  Y
## 5270          Asia              Master's                  N
## 5271        Europe            Bachelor's                  Y
## 5272 North America            Bachelor's                  Y
## 5273        Europe            Bachelor's                  Y
## 5274          Asia            Bachelor's                  N
## 5275          Asia            Bachelor's                  Y
## 5276          Asia            Bachelor's                  N
## 5277          Asia              Master's                  Y
## 5278          Asia            Bachelor's                  Y
## 5279 South America            Bachelor's                  N
## 5280          Asia              Master's                  N
## 5281        Africa              Master's                  Y
## 5282 North America            Bachelor's                  Y
## 5283          Asia            Bachelor's                  N
## 5284        Europe            Bachelor's                  Y
## 5285          Asia           High School                  N
## 5286        Europe              Master's                  N
## 5287          Asia            Bachelor's                  N
## 5288          Asia           High School                  Y
## 5289        Europe           High School                  N
## 5290          Asia           High School                  Y
## 5291        Africa            Bachelor's                  Y
## 5292          Asia              Master's                  N
## 5293          Asia           High School                  Y
## 5294          Asia              Master's                  Y
## 5295 North America            Bachelor's                  Y
## 5296 North America            Bachelor's                  N
## 5297          Asia           High School                  Y
## 5298          Asia            Bachelor's                  Y
## 5299          Asia            Bachelor's                  N
## 5300          Asia              Master's                  Y
## 5301 North America            Bachelor's                  Y
## 5302          Asia            Bachelor's                  Y
## 5303          Asia           High School                  Y
## 5304          Asia              Master's                  Y
## 5305        Europe             Doctorate                  Y
## 5306          Asia              Master's                  Y
## 5307 North America            Bachelor's                  Y
## 5308        Europe              Master's                  Y
## 5309 North America            Bachelor's                  Y
## 5310 North America            Bachelor's                  N
## 5311          Asia              Master's                  N
## 5312 South America            Bachelor's                  N
## 5313          Asia            Bachelor's                  Y
## 5314        Africa              Master's                  Y
## 5315          Asia            Bachelor's                  Y
## 5316          Asia             Doctorate                  Y
## 5317          Asia            Bachelor's                  N
## 5318          Asia            Bachelor's                  N
## 5319          Asia           High School                  N
## 5320 North America              Master's                  Y
## 5321          Asia              Master's                  Y
## 5322          Asia              Master's                  N
## 5323          Asia           High School                  N
## 5324 North America            Bachelor's                  N
## 5325        Europe            Bachelor's                  N
## 5326          Asia             Doctorate                  N
## 5327          Asia              Master's                  Y
## 5328          Asia              Master's                  N
## 5329          Asia            Bachelor's                  N
## 5330          Asia              Master's                  Y
## 5331          Asia            Bachelor's                  Y
## 5332          Asia              Master's                  Y
## 5333 South America            Bachelor's                  N
## 5334          Asia            Bachelor's                  N
## 5335 North America           High School                  Y
## 5336          Asia              Master's                  N
## 5337          Asia              Master's                  Y
## 5338        Europe             Doctorate                  N
## 5339          Asia           High School                  Y
## 5340          Asia            Bachelor's                  Y
## 5341          Asia            Bachelor's                  Y
## 5342        Europe             Doctorate                  Y
## 5343 South America           High School                  N
## 5344          Asia            Bachelor's                  Y
## 5345          Asia             Doctorate                  N
## 5346        Europe           High School                  N
## 5347 South America           High School                  N
## 5348          Asia              Master's                  Y
## 5349        Europe            Bachelor's                  N
## 5350        Europe             Doctorate                  Y
## 5351          Asia            Bachelor's                  Y
## 5352          Asia             Doctorate                  N
## 5353        Europe             Doctorate                  N
## 5354        Europe            Bachelor's                  Y
## 5355          Asia           High School                  Y
## 5356          Asia           High School                  Y
## 5357          Asia            Bachelor's                  Y
## 5358          Asia              Master's                  N
## 5359          Asia             Doctorate                  Y
## 5360 North America              Master's                  Y
## 5361 North America              Master's                  N
## 5362          Asia            Bachelor's                  N
## 5363          Asia            Bachelor's                  N
## 5364          Asia            Bachelor's                  Y
## 5365          Asia            Bachelor's                  Y
## 5366        Europe              Master's                  Y
## 5367        Europe            Bachelor's                  N
## 5368          Asia            Bachelor's                  N
## 5369          Asia            Bachelor's                  Y
## 5370 North America              Master's                  N
## 5371          Asia            Bachelor's                  N
## 5372          Asia            Bachelor's                  Y
## 5373        Europe            Bachelor's                  Y
## 5374 North America           High School                  Y
## 5375 North America            Bachelor's                  N
## 5376          Asia              Master's                  Y
## 5377        Europe            Bachelor's                  Y
## 5378          Asia            Bachelor's                  N
## 5379 North America              Master's                  N
## 5380 North America            Bachelor's                  Y
## 5381 South America              Master's                  N
## 5382        Europe              Master's                  N
## 5383          Asia              Master's                  Y
## 5384        Africa              Master's                  Y
## 5385 North America              Master's                  N
## 5386          Asia            Bachelor's                  N
## 5387 North America            Bachelor's                  Y
## 5388          Asia            Bachelor's                  Y
## 5389          Asia            Bachelor's                  Y
## 5390          Asia           High School                  Y
## 5391          Asia              Master's                  Y
## 5392          Asia              Master's                  N
## 5393        Europe           High School                  Y
## 5394        Europe            Bachelor's                  N
## 5395          Asia           High School                  N
## 5396 North America              Master's                  Y
## 5397          Asia             Doctorate                  Y
## 5398          Asia              Master's                  Y
## 5399          Asia            Bachelor's                  N
## 5400          Asia            Bachelor's                  N
## 5401          Asia              Master's                  Y
## 5402          Asia            Bachelor's                  Y
## 5403          Asia              Master's                  N
## 5404          Asia            Bachelor's                  Y
## 5405        Europe            Bachelor's                  Y
## 5406          Asia              Master's                  Y
## 5407          Asia              Master's                  Y
## 5408        Europe            Bachelor's                  N
## 5409          Asia              Master's                  Y
## 5410          Asia              Master's                  N
## 5411          Asia            Bachelor's                  N
## 5412 North America             Doctorate                  Y
## 5413          Asia            Bachelor's                  N
## 5414 South America           High School                  Y
## 5415          Asia            Bachelor's                  N
## 5416          Asia              Master's                  Y
## 5417 North America           High School                  Y
## 5418          Asia            Bachelor's                  N
## 5419 North America            Bachelor's                  Y
## 5420        Europe           High School                  N
## 5421        Europe            Bachelor's                  Y
## 5422          Asia            Bachelor's                  Y
## 5423          Asia              Master's                  Y
## 5424        Europe            Bachelor's                  N
## 5425        Africa            Bachelor's                  N
## 5426 North America             Doctorate                  Y
## 5427 North America              Master's                  Y
## 5428 North America           High School                  N
## 5429          Asia              Master's                  N
## 5430 North America            Bachelor's                  Y
## 5431          Asia              Master's                  Y
## 5432          Asia            Bachelor's                  Y
## 5433          Asia            Bachelor's                  Y
## 5434 North America            Bachelor's                  Y
## 5435          Asia              Master's                  Y
## 5436          Asia           High School                  Y
## 5437        Africa              Master's                  Y
## 5438 North America            Bachelor's                  N
## 5439          Asia              Master's                  Y
## 5440          Asia              Master's                  Y
## 5441 North America              Master's                  N
## 5442          Asia              Master's                  Y
## 5443 South America            Bachelor's                  Y
## 5444        Africa              Master's                  Y
## 5445          Asia              Master's                  Y
## 5446          Asia             Doctorate                  N
## 5447          Asia            Bachelor's                  N
## 5448          Asia              Master's                  Y
## 5449          Asia            Bachelor's                  N
## 5450          Asia              Master's                  Y
## 5451          Asia              Master's                  Y
## 5452 South America            Bachelor's                  N
## 5453 North America              Master's                  Y
## 5454          Asia           High School                  Y
## 5455        Europe              Master's                  Y
## 5456 North America             Doctorate                  Y
## 5457          Asia           High School                  Y
## 5458 North America            Bachelor's                  N
## 5459        Europe            Bachelor's                  Y
## 5460          Asia            Bachelor's                  N
## 5461        Europe             Doctorate                  N
## 5462          Asia            Bachelor's                  Y
## 5463          Asia              Master's                  N
## 5464          Asia              Master's                  N
## 5465          Asia              Master's                  Y
## 5466          Asia             Doctorate                  N
## 5467          Asia              Master's                  Y
## 5468        Europe           High School                  N
## 5469          Asia              Master's                  Y
## 5470          Asia           High School                  N
## 5471        Europe              Master's                  Y
## 5472          Asia           High School                  Y
## 5473          Asia             Doctorate                  Y
## 5474          Asia            Bachelor's                  Y
## 5475          Asia            Bachelor's                  Y
## 5476          Asia              Master's                  Y
## 5477          Asia            Bachelor's                  Y
## 5478 North America             Doctorate                  N
## 5479          Asia            Bachelor's                  Y
## 5480          Asia              Master's                  N
## 5481          Asia           High School                  N
## 5482          Asia              Master's                  Y
## 5483          Asia              Master's                  N
## 5484          Asia            Bachelor's                  N
## 5485        Europe              Master's                  Y
## 5486          Asia              Master's                  N
## 5487 South America             Doctorate                  N
## 5488          Asia            Bachelor's                  N
## 5489          Asia            Bachelor's                  N
## 5490          Asia              Master's                  N
## 5491          Asia              Master's                  N
## 5492          Asia              Master's                  N
## 5493          Asia              Master's                  N
## 5494          Asia              Master's                  Y
## 5495          Asia            Bachelor's                  N
## 5496 South America            Bachelor's                  Y
## 5497          Asia            Bachelor's                  N
## 5498 South America              Master's                  N
## 5499          Asia              Master's                  Y
## 5500          Asia            Bachelor's                  Y
## 5501          Asia            Bachelor's                  Y
## 5502          Asia           High School                  Y
## 5503          Asia            Bachelor's                  N
## 5504        Europe             Doctorate                  N
## 5505          Asia              Master's                  Y
## 5506          Asia              Master's                  N
## 5507          Asia            Bachelor's                  Y
## 5508 North America             Doctorate                  N
## 5509        Europe            Bachelor's                  N
## 5510          Asia           High School                  Y
## 5511          Asia            Bachelor's                  N
## 5512          Asia              Master's                  N
## 5513          Asia              Master's                  N
## 5514          Asia              Master's                  Y
## 5515          Asia            Bachelor's                  Y
## 5516          Asia              Master's                  N
## 5517 North America            Bachelor's                  N
## 5518          Asia              Master's                  N
## 5519          Asia              Master's                  Y
## 5520          Asia              Master's                  Y
## 5521          Asia              Master's                  Y
## 5522        Europe             Doctorate                  N
## 5523          Asia              Master's                  N
## 5524        Europe           High School                  Y
## 5525          Asia              Master's                  N
## 5526 North America            Bachelor's                  Y
## 5527 North America              Master's                  Y
## 5528       Oceania              Master's                  N
## 5529 North America             Doctorate                  Y
## 5530          Asia              Master's                  N
## 5531        Europe             Doctorate                  Y
## 5532          Asia              Master's                  Y
## 5533          Asia              Master's                  Y
## 5534          Asia              Master's                  Y
## 5535          Asia            Bachelor's                  Y
## 5536          Asia              Master's                  N
## 5537          Asia           High School                  Y
## 5538 North America           High School                  Y
## 5539          Asia            Bachelor's                  Y
## 5540 North America              Master's                  N
## 5541 North America              Master's                  Y
## 5542          Asia            Bachelor's                  N
## 5543 South America            Bachelor's                  Y
## 5544          Asia              Master's                  N
## 5545          Asia            Bachelor's                  Y
## 5546        Africa            Bachelor's                  N
## 5547          Asia            Bachelor's                  N
## 5548          Asia              Master's                  Y
## 5549          Asia              Master's                  N
## 5550        Europe             Doctorate                  N
## 5551          Asia              Master's                  N
## 5552          Asia              Master's                  Y
## 5553        Europe              Master's                  Y
## 5554 North America            Bachelor's                  Y
## 5555          Asia              Master's                  Y
## 5556 North America            Bachelor's                  Y
## 5557          Asia              Master's                  N
## 5558        Africa              Master's                  Y
## 5559          Asia            Bachelor's                  N
## 5560 North America            Bachelor's                  N
## 5561 North America              Master's                  N
## 5562          Asia            Bachelor's                  Y
## 5563          Asia             Doctorate                  N
## 5564          Asia              Master's                  Y
## 5565        Europe              Master's                  N
## 5566          Asia            Bachelor's                  N
## 5567          Asia              Master's                  N
## 5568          Asia            Bachelor's                  Y
## 5569          Asia            Bachelor's                  N
## 5570          Asia            Bachelor's                  Y
## 5571          Asia              Master's                  N
## 5572        Europe             Doctorate                  Y
## 5573          Asia              Master's                  Y
## 5574          Asia            Bachelor's                  Y
## 5575          Asia              Master's                  Y
## 5576        Africa            Bachelor's                  Y
## 5577          Asia              Master's                  Y
## 5578          Asia              Master's                  Y
## 5579          Asia            Bachelor's                  N
## 5580 North America              Master's                  Y
## 5581        Europe              Master's                  N
## 5582          Asia            Bachelor's                  Y
## 5583          Asia              Master's                  Y
## 5584 South America             Doctorate                  N
## 5585          Asia              Master's                  N
## 5586 North America            Bachelor's                  N
## 5587 North America            Bachelor's                  N
## 5588          Asia             Doctorate                  Y
## 5589          Asia            Bachelor's                  Y
## 5590          Asia           High School                  Y
## 5591          Asia            Bachelor's                  N
## 5592          Asia            Bachelor's                  Y
## 5593          Asia           High School                  Y
## 5594 North America              Master's                  Y
## 5595        Europe              Master's                  N
## 5596          Asia           High School                  Y
## 5597        Africa              Master's                  Y
## 5598          Asia            Bachelor's                  Y
## 5599          Asia            Bachelor's                  Y
## 5600          Asia           High School                  Y
## 5601        Europe              Master's                  N
## 5602          Asia            Bachelor's                  Y
## 5603        Europe           High School                  N
## 5604          Asia            Bachelor's                  Y
## 5605          Asia           High School                  Y
## 5606          Asia              Master's                  N
## 5607          Asia              Master's                  Y
## 5608          Asia              Master's                  Y
## 5609        Europe              Master's                  N
## 5610 North America            Bachelor's                  Y
## 5611 North America              Master's                  Y
## 5612          Asia            Bachelor's                  Y
## 5613          Asia            Bachelor's                  N
## 5614          Asia              Master's                  Y
## 5615          Asia              Master's                  Y
## 5616 North America            Bachelor's                  Y
## 5617 North America            Bachelor's                  Y
## 5618          Asia              Master's                  Y
## 5619          Asia           High School                  Y
## 5620        Europe            Bachelor's                  Y
## 5621          Asia            Bachelor's                  N
## 5622          Asia            Bachelor's                  Y
## 5623          Asia              Master's                  Y
## 5624          Asia              Master's                  N
## 5625          Asia              Master's                  N
## 5626          Asia            Bachelor's                  N
## 5627 North America            Bachelor's                  Y
## 5628          Asia            Bachelor's                  Y
## 5629          Asia            Bachelor's                  Y
## 5630        Africa              Master's                  Y
## 5631 North America              Master's                  Y
## 5632        Europe              Master's                  Y
## 5633          Asia           High School                  Y
## 5634 North America              Master's                  Y
## 5635 North America              Master's                  Y
## 5636          Asia            Bachelor's                  N
## 5637          Asia            Bachelor's                  N
## 5638          Asia            Bachelor's                  N
## 5639          Asia            Bachelor's                  Y
## 5640          Asia              Master's                  N
## 5641          Asia            Bachelor's                  N
## 5642          Asia           High School                  N
## 5643        Europe              Master's                  N
## 5644 North America            Bachelor's                  Y
## 5645          Asia           High School                  Y
## 5646          Asia             Doctorate                  Y
## 5647          Asia            Bachelor's                  Y
## 5648          Asia              Master's                  Y
## 5649          Asia           High School                  N
## 5650 North America           High School                  Y
## 5651          Asia              Master's                  N
## 5652          Asia            Bachelor's                  N
## 5653          Asia              Master's                  Y
## 5654          Asia            Bachelor's                  N
## 5655          Asia            Bachelor's                  N
## 5656          Asia           High School                  Y
## 5657          Asia              Master's                  N
## 5658          Asia            Bachelor's                  N
## 5659          Asia              Master's                  N
## 5660 South America              Master's                  Y
## 5661          Asia             Doctorate                  N
## 5662        Africa              Master's                  Y
## 5663          Asia            Bachelor's                  N
## 5664          Asia              Master's                  Y
## 5665 North America            Bachelor's                  N
## 5666          Asia           High School                  Y
## 5667 North America            Bachelor's                  Y
## 5668          Asia              Master's                  Y
## 5669 South America             Doctorate                  Y
## 5670          Asia              Master's                  N
## 5671          Asia              Master's                  N
## 5672        Europe             Doctorate                  Y
## 5673          Asia            Bachelor's                  N
## 5674 North America              Master's                  N
## 5675          Asia              Master's                  Y
## 5676          Asia             Doctorate                  Y
## 5677          Asia           High School                  Y
## 5678 South America           High School                  Y
## 5679          Asia              Master's                  N
## 5680          Asia            Bachelor's                  N
## 5681        Europe              Master's                  Y
## 5682          Asia            Bachelor's                  Y
## 5683        Europe              Master's                  N
## 5684        Europe            Bachelor's                  N
## 5685          Asia           High School                  N
## 5686          Asia            Bachelor's                  N
## 5687          Asia            Bachelor's                  Y
## 5688          Asia            Bachelor's                  Y
## 5689          Asia              Master's                  N
## 5690          Asia             Doctorate                  Y
## 5691          Asia            Bachelor's                  Y
## 5692          Asia            Bachelor's                  Y
## 5693 North America            Bachelor's                  Y
## 5694          Asia            Bachelor's                  Y
## 5695          Asia            Bachelor's                  Y
## 5696        Europe             Doctorate                  Y
## 5697        Europe              Master's                  N
## 5698 North America           High School                  Y
## 5699          Asia           High School                  Y
## 5700          Asia             Doctorate                  Y
## 5701          Asia              Master's                  N
## 5702        Europe              Master's                  N
## 5703          Asia              Master's                  Y
## 5704        Europe              Master's                  N
## 5705          Asia              Master's                  Y
## 5706          Asia              Master's                  N
## 5707          Asia           High School                  Y
## 5708          Asia           High School                  Y
## 5709        Africa              Master's                  N
## 5710          Asia           High School                  N
## 5711        Europe             Doctorate                  Y
## 5712          Asia           High School                  N
## 5713          Asia              Master's                  Y
## 5714          Asia           High School                  Y
## 5715        Europe            Bachelor's                  Y
## 5716          Asia           High School                  N
## 5717        Africa            Bachelor's                  N
## 5718        Europe              Master's                  N
## 5719          Asia              Master's                  N
## 5720          Asia             Doctorate                  N
## 5721 South America             Doctorate                  N
## 5722          Asia            Bachelor's                  Y
## 5723 South America            Bachelor's                  Y
## 5724 South America           High School                  Y
## 5725          Asia            Bachelor's                  N
## 5726          Asia            Bachelor's                  Y
## 5727          Asia              Master's                  Y
## 5728          Asia              Master's                  Y
## 5729          Asia              Master's                  Y
## 5730          Asia             Doctorate                  Y
## 5731          Asia           High School                  N
## 5732          Asia              Master's                  Y
## 5733          Asia              Master's                  Y
## 5734          Asia              Master's                  Y
## 5735        Europe              Master's                  N
## 5736          Asia              Master's                  N
## 5737          Asia              Master's                  Y
## 5738          Asia              Master's                  Y
## 5739 North America              Master's                  N
## 5740 North America            Bachelor's                  N
## 5741          Asia            Bachelor's                  Y
## 5742          Asia              Master's                  N
## 5743          Asia           High School                  N
## 5744          Asia              Master's                  N
## 5745          Asia              Master's                  N
## 5746          Asia              Master's                  Y
## 5747 North America              Master's                  Y
## 5748          Asia              Master's                  N
## 5749          Asia            Bachelor's                  Y
## 5750          Asia            Bachelor's                  N
## 5751          Asia           High School                  Y
## 5752          Asia           High School                  Y
## 5753          Asia              Master's                  N
## 5754        Africa           High School                  N
## 5755        Europe            Bachelor's                  Y
## 5756          Asia              Master's                  N
## 5757          Asia              Master's                  N
## 5758        Europe            Bachelor's                  N
## 5759          Asia           High School                  Y
## 5760          Asia            Bachelor's                  Y
## 5761          Asia           High School                  N
## 5762          Asia            Bachelor's                  N
## 5763          Asia            Bachelor's                  Y
## 5764 North America             Doctorate                  Y
## 5765 North America              Master's                  Y
## 5766       Oceania            Bachelor's                  N
## 5767          Asia            Bachelor's                  N
## 5768          Asia            Bachelor's                  Y
## 5769          Asia           High School                  N
## 5770          Asia            Bachelor's                  Y
## 5771          Asia            Bachelor's                  Y
## 5772          Asia             Doctorate                  Y
## 5773          Asia            Bachelor's                  N
## 5774        Europe            Bachelor's                  Y
## 5775          Asia            Bachelor's                  Y
## 5776          Asia              Master's                  N
## 5777          Asia              Master's                  Y
## 5778          Asia            Bachelor's                  Y
## 5779          Asia            Bachelor's                  Y
## 5780          Asia            Bachelor's                  Y
## 5781          Asia              Master's                  N
## 5782        Europe             Doctorate                  N
## 5783          Asia            Bachelor's                  N
## 5784          Asia             Doctorate                  Y
## 5785          Asia            Bachelor's                  N
## 5786 North America            Bachelor's                  N
## 5787        Europe            Bachelor's                  N
## 5788          Asia            Bachelor's                  N
## 5789          Asia              Master's                  Y
## 5790 North America           High School                  Y
## 5791        Europe             Doctorate                  N
## 5792          Asia            Bachelor's                  N
## 5793          Asia             Doctorate                  Y
## 5794 North America              Master's                  N
## 5795        Europe              Master's                  N
## 5796          Asia              Master's                  Y
## 5797 North America           High School                  N
## 5798 South America             Doctorate                  N
## 5799          Asia              Master's                  Y
## 5800          Asia              Master's                  N
## 5801 North America              Master's                  Y
## 5802          Asia           High School                  Y
## 5803        Europe            Bachelor's                  Y
## 5804        Europe             Doctorate                  Y
## 5805          Asia            Bachelor's                  Y
## 5806 North America              Master's                  Y
## 5807          Asia            Bachelor's                  Y
## 5808          Asia            Bachelor's                  N
## 5809          Asia              Master's                  N
## 5810          Asia              Master's                  Y
## 5811          Asia            Bachelor's                  N
## 5812          Asia              Master's                  Y
## 5813          Asia              Master's                  N
## 5814          Asia           High School                  Y
## 5815          Asia            Bachelor's                  Y
## 5816        Africa            Bachelor's                  Y
## 5817          Asia            Bachelor's                  N
## 5818        Europe             Doctorate                  N
## 5819          Asia              Master's                  N
## 5820        Europe              Master's                  N
## 5821          Asia           High School                  N
## 5822          Asia            Bachelor's                  N
## 5823          Asia            Bachelor's                  Y
## 5824          Asia            Bachelor's                  Y
## 5825          Asia            Bachelor's                  N
## 5826          Asia           High School                  N
## 5827          Asia            Bachelor's                  N
## 5828          Asia           High School                  Y
## 5829        Europe              Master's                  N
## 5830          Asia            Bachelor's                  N
## 5831 North America           High School                  N
## 5832          Asia            Bachelor's                  N
## 5833          Asia              Master's                  Y
## 5834        Europe           High School                  Y
## 5835          Asia             Doctorate                  Y
## 5836        Europe            Bachelor's                  Y
## 5837 North America            Bachelor's                  Y
## 5838          Asia            Bachelor's                  Y
## 5839          Asia              Master's                  Y
## 5840          Asia            Bachelor's                  Y
## 5841          Asia           High School                  Y
## 5842 North America           High School                  N
## 5843          Asia              Master's                  Y
## 5844          Asia            Bachelor's                  N
## 5845 North America              Master's                  N
## 5846          Asia             Doctorate                  N
## 5847          Asia              Master's                  Y
## 5848          Asia              Master's                  Y
## 5849          Asia           High School                  Y
## 5850          Asia            Bachelor's                  N
## 5851 North America           High School                  N
## 5852          Asia            Bachelor's                  Y
## 5853        Europe              Master's                  N
## 5854          Asia            Bachelor's                  N
## 5855          Asia              Master's                  Y
## 5856 North America              Master's                  Y
## 5857          Asia              Master's                  N
## 5858          Asia            Bachelor's                  Y
## 5859          Asia            Bachelor's                  N
## 5860          Asia            Bachelor's                  Y
## 5861        Europe           High School                  N
## 5862          Asia              Master's                  Y
## 5863          Asia              Master's                  Y
## 5864          Asia            Bachelor's                  Y
## 5865          Asia              Master's                  N
## 5866          Asia              Master's                  Y
## 5867          Asia            Bachelor's                  Y
## 5868          Asia            Bachelor's                  N
## 5869 North America            Bachelor's                  N
## 5870 North America            Bachelor's                  N
## 5871          Asia              Master's                  Y
## 5872          Asia           High School                  N
## 5873          Asia           High School                  N
## 5874        Europe             Doctorate                  N
## 5875          Asia            Bachelor's                  N
## 5876          Asia            Bachelor's                  N
## 5877          Asia              Master's                  N
## 5878 North America              Master's                  N
## 5879          Asia           High School                  Y
## 5880       Oceania              Master's                  Y
## 5881          Asia              Master's                  N
## 5882          Asia            Bachelor's                  Y
## 5883          Asia              Master's                  Y
## 5884          Asia              Master's                  N
## 5885        Europe            Bachelor's                  Y
## 5886          Asia            Bachelor's                  Y
## 5887        Europe            Bachelor's                  N
## 5888        Europe            Bachelor's                  N
## 5889          Asia            Bachelor's                  Y
## 5890          Asia              Master's                  N
## 5891          Asia            Bachelor's                  N
## 5892          Asia            Bachelor's                  N
## 5893          Asia            Bachelor's                  Y
## 5894          Asia              Master's                  N
## 5895          Asia              Master's                  Y
## 5896          Asia              Master's                  Y
## 5897          Asia              Master's                  Y
## 5898        Europe              Master's                  Y
## 5899          Asia              Master's                  Y
## 5900        Europe           High School                  N
## 5901 North America              Master's                  N
## 5902          Asia           High School                  Y
## 5903 South America           High School                  N
## 5904 North America           High School                  Y
## 5905 North America              Master's                  N
## 5906          Asia           High School                  N
## 5907        Europe              Master's                  Y
## 5908          Asia              Master's                  N
## 5909          Asia            Bachelor's                  Y
## 5910          Asia            Bachelor's                  N
## 5911          Asia              Master's                  Y
## 5912          Asia            Bachelor's                  Y
## 5913          Asia              Master's                  N
## 5914          Asia             Doctorate                  Y
## 5915          Asia            Bachelor's                  Y
## 5916          Asia              Master's                  Y
## 5917          Asia            Bachelor's                  Y
## 5918          Asia              Master's                  Y
## 5919 South America           High School                  N
## 5920          Asia           High School                  Y
## 5921          Asia              Master's                  N
## 5922        Europe            Bachelor's                  Y
## 5923 North America              Master's                  Y
## 5924          Asia            Bachelor's                  Y
## 5925          Asia           High School                  Y
## 5926          Asia              Master's                  N
## 5927          Asia           High School                  N
## 5928          Asia              Master's                  Y
## 5929          Asia            Bachelor's                  Y
## 5930        Europe            Bachelor's                  Y
## 5931          Asia              Master's                  N
## 5932        Europe            Bachelor's                  Y
## 5933          Asia              Master's                  N
## 5934          Asia            Bachelor's                  Y
## 5935          Asia              Master's                  N
## 5936          Asia            Bachelor's                  Y
## 5937          Asia            Bachelor's                  Y
## 5938          Asia           High School                  Y
## 5939 North America            Bachelor's                  Y
## 5940          Asia              Master's                  Y
## 5941        Europe            Bachelor's                  Y
## 5942          Asia            Bachelor's                  N
## 5943          Asia            Bachelor's                  N
## 5944          Asia              Master's                  N
## 5945          Asia            Bachelor's                  N
## 5946          Asia              Master's                  N
## 5947          Asia            Bachelor's                  Y
## 5948          Asia            Bachelor's                  N
## 5949        Europe            Bachelor's                  Y
## 5950        Europe            Bachelor's                  Y
## 5951          Asia            Bachelor's                  N
## 5952        Europe            Bachelor's                  N
## 5953 North America              Master's                  N
## 5954          Asia              Master's                  N
## 5955          Asia             Doctorate                  Y
## 5956          Asia            Bachelor's                  Y
## 5957          Asia           High School                  Y
## 5958          Asia              Master's                  Y
## 5959          Asia            Bachelor's                  Y
## 5960          Asia            Bachelor's                  N
## 5961          Asia            Bachelor's                  N
## 5962        Europe           High School                  Y
## 5963          Asia              Master's                  N
## 5964 South America              Master's                  Y
## 5965          Asia              Master's                  Y
## 5966          Asia             Doctorate                  Y
## 5967        Europe            Bachelor's                  N
## 5968        Africa            Bachelor's                  N
## 5969        Europe              Master's                  N
## 5970        Europe           High School                  N
## 5971          Asia              Master's                  N
## 5972          Asia            Bachelor's                  Y
## 5973          Asia            Bachelor's                  N
## 5974        Europe            Bachelor's                  Y
## 5975 North America            Bachelor's                  Y
## 5976          Asia              Master's                  N
## 5977          Asia            Bachelor's                  Y
## 5978        Europe           High School                  N
## 5979        Africa            Bachelor's                  Y
## 5980        Europe              Master's                  Y
## 5981          Asia            Bachelor's                  Y
## 5982 North America             Doctorate                  Y
## 5983          Asia              Master's                  Y
## 5984          Asia            Bachelor's                  N
## 5985          Asia           High School                  Y
## 5986          Asia            Bachelor's                  Y
## 5987        Europe              Master's                  N
## 5988          Asia              Master's                  Y
## 5989          Asia            Bachelor's                  Y
## 5990          Asia              Master's                  Y
## 5991          Asia            Bachelor's                  Y
## 5992 North America             Doctorate                  N
## 5993 North America              Master's                  N
## 5994          Asia            Bachelor's                  Y
## 5995 North America            Bachelor's                  Y
## 5996          Asia              Master's                  N
## 5997        Europe              Master's                  Y
## 5998        Europe            Bachelor's                  Y
## 5999 North America            Bachelor's                  Y
## 6000          Asia              Master's                  Y
## 6001        Europe              Master's                  Y
## 6002          Asia              Master's                  N
## 6003        Africa              Master's                  Y
## 6004          Asia              Master's                  Y
## 6005          Asia            Bachelor's                  N
## 6006        Europe           High School                  Y
## 6007 South America           High School                  Y
## 6008          Asia            Bachelor's                  N
## 6009          Asia              Master's                  Y
## 6010          Asia              Master's                  Y
## 6011        Europe              Master's                  N
## 6012        Europe             Doctorate                  N
## 6013          Asia              Master's                  Y
## 6014          Asia              Master's                  Y
## 6015          Asia              Master's                  N
## 6016          Asia            Bachelor's                  Y
## 6017          Asia              Master's                  Y
## 6018          Asia              Master's                  N
## 6019        Africa           High School                  Y
## 6020 North America            Bachelor's                  N
## 6021 North America            Bachelor's                  Y
## 6022          Asia            Bachelor's                  Y
## 6023          Asia              Master's                  N
## 6024          Asia            Bachelor's                  Y
## 6025          Asia              Master's                  Y
## 6026          Asia           High School                  N
## 6027          Asia              Master's                  Y
## 6028          Asia              Master's                  Y
## 6029          Asia              Master's                  N
## 6030        Europe              Master's                  N
## 6031          Asia              Master's                  N
## 6032          Asia              Master's                  Y
## 6033          Asia            Bachelor's                  Y
## 6034          Asia              Master's                  Y
## 6035          Asia              Master's                  N
## 6036        Europe            Bachelor's                  Y
## 6037        Europe             Doctorate                  Y
## 6038          Asia              Master's                  N
## 6039          Asia             Doctorate                  Y
## 6040          Asia              Master's                  Y
## 6041          Asia            Bachelor's                  N
## 6042          Asia            Bachelor's                  N
## 6043          Asia              Master's                  Y
## 6044          Asia            Bachelor's                  Y
## 6045          Asia              Master's                  Y
## 6046 South America             Doctorate                  N
## 6047          Asia            Bachelor's                  Y
## 6048          Asia            Bachelor's                  Y
## 6049          Asia           High School                  Y
## 6050          Asia            Bachelor's                  Y
## 6051          Asia            Bachelor's                  Y
## 6052        Europe            Bachelor's                  Y
## 6053          Asia            Bachelor's                  N
## 6054        Europe             Doctorate                  N
## 6055          Asia            Bachelor's                  Y
## 6056 North America              Master's                  N
## 6057          Asia            Bachelor's                  Y
## 6058        Europe            Bachelor's                  Y
## 6059          Asia              Master's                  Y
## 6060       Oceania              Master's                  N
## 6061        Europe             Doctorate                  Y
## 6062        Europe              Master's                  Y
## 6063          Asia             Doctorate                  N
## 6064          Asia            Bachelor's                  Y
## 6065          Asia            Bachelor's                  Y
## 6066          Asia           High School                  Y
## 6067        Africa              Master's                  N
## 6068          Asia           High School                  N
## 6069          Asia              Master's                  N
## 6070          Asia              Master's                  N
## 6071          Asia            Bachelor's                  N
## 6072          Asia              Master's                  Y
## 6073          Asia              Master's                  Y
## 6074          Asia              Master's                  N
## 6075          Asia           High School                  N
## 6076          Asia            Bachelor's                  Y
## 6077          Asia            Bachelor's                  Y
## 6078          Asia            Bachelor's                  Y
## 6079          Asia            Bachelor's                  Y
## 6080 North America            Bachelor's                  Y
## 6081 North America           High School                  Y
## 6082        Europe           High School                  N
## 6083          Asia              Master's                  N
## 6084          Asia              Master's                  N
## 6085          Asia              Master's                  Y
## 6086        Europe            Bachelor's                  N
## 6087          Asia            Bachelor's                  N
## 6088          Asia           High School                  Y
## 6089          Asia            Bachelor's                  N
## 6090          Asia            Bachelor's                  Y
## 6091          Asia            Bachelor's                  N
## 6092          Asia              Master's                  N
## 6093          Asia           High School                  Y
## 6094        Europe              Master's                  Y
## 6095          Asia            Bachelor's                  N
## 6096        Europe           High School                  Y
## 6097          Asia            Bachelor's                  N
## 6098        Europe              Master's                  Y
## 6099          Asia           High School                  Y
## 6100        Europe           High School                  Y
## 6101          Asia            Bachelor's                  N
## 6102          Asia            Bachelor's                  Y
## 6103          Asia              Master's                  N
## 6104          Asia              Master's                  Y
## 6105          Asia            Bachelor's                  Y
## 6106 North America             Doctorate                  N
## 6107          Asia              Master's                  N
## 6108          Asia              Master's                  N
## 6109        Africa              Master's                  N
## 6110        Europe           High School                  N
## 6111          Asia            Bachelor's                  Y
## 6112        Europe             Doctorate                  Y
## 6113        Europe            Bachelor's                  Y
## 6114          Asia            Bachelor's                  Y
## 6115          Asia           High School                  N
## 6116 North America             Doctorate                  N
## 6117          Asia              Master's                  N
## 6118          Asia              Master's                  Y
## 6119          Asia              Master's                  Y
## 6120          Asia              Master's                  N
## 6121          Asia            Bachelor's                  Y
## 6122 North America              Master's                  N
## 6123          Asia           High School                  Y
## 6124          Asia            Bachelor's                  N
## 6125          Asia              Master's                  Y
## 6126        Europe            Bachelor's                  Y
## 6127        Europe           High School                  Y
## 6128          Asia            Bachelor's                  Y
## 6129 North America              Master's                  N
## 6130       Oceania           High School                  Y
## 6131          Asia              Master's                  Y
## 6132          Asia              Master's                  Y
## 6133 North America              Master's                  Y
## 6134 North America            Bachelor's                  Y
## 6135          Asia           High School                  Y
## 6136          Asia            Bachelor's                  Y
## 6137          Asia              Master's                  Y
## 6138          Asia              Master's                  N
## 6139 South America              Master's                  Y
## 6140          Asia             Doctorate                  N
## 6141 North America            Bachelor's                  Y
## 6142        Europe            Bachelor's                  Y
## 6143          Asia           High School                  N
## 6144 North America            Bachelor's                  Y
## 6145          Asia            Bachelor's                  N
## 6146          Asia           High School                  Y
## 6147          Asia           High School                  Y
## 6148          Asia            Bachelor's                  Y
## 6149          Asia            Bachelor's                  Y
## 6150 South America             Doctorate                  N
## 6151          Asia           High School                  N
## 6152 South America              Master's                  Y
## 6153        Europe            Bachelor's                  Y
## 6154          Asia            Bachelor's                  Y
## 6155        Europe             Doctorate                  N
## 6156        Europe            Bachelor's                  Y
## 6157          Asia              Master's                  N
## 6158        Europe            Bachelor's                  Y
## 6159 North America           High School                  N
## 6160          Asia            Bachelor's                  Y
## 6161          Asia              Master's                  Y
## 6162 North America              Master's                  Y
## 6163 North America             Doctorate                  Y
## 6164        Europe           High School                  N
## 6165          Asia            Bachelor's                  N
## 6166 North America              Master's                  Y
## 6167          Asia              Master's                  N
## 6168          Asia              Master's                  Y
## 6169          Asia            Bachelor's                  Y
## 6170          Asia            Bachelor's                  Y
## 6171        Europe            Bachelor's                  Y
## 6172          Asia            Bachelor's                  Y
## 6173 North America             Doctorate                  Y
## 6174          Asia              Master's                  Y
## 6175          Asia            Bachelor's                  N
## 6176        Europe             Doctorate                  Y
## 6177          Asia            Bachelor's                  Y
## 6178          Asia              Master's                  Y
## 6179          Asia            Bachelor's                  Y
## 6180          Asia            Bachelor's                  Y
## 6181          Asia           High School                  Y
## 6182          Asia            Bachelor's                  Y
## 6183          Asia              Master's                  N
## 6184          Asia           High School                  Y
## 6185          Asia           High School                  Y
## 6186          Asia             Doctorate                  N
## 6187          Asia              Master's                  Y
## 6188          Asia            Bachelor's                  N
## 6189          Asia            Bachelor's                  N
## 6190          Asia              Master's                  Y
## 6191        Europe           High School                  N
## 6192          Asia           High School                  Y
## 6193          Asia             Doctorate                  N
## 6194 North America            Bachelor's                  Y
## 6195          Asia              Master's                  N
## 6196        Europe             Doctorate                  Y
## 6197          Asia             Doctorate                  Y
## 6198          Asia              Master's                  N
## 6199          Asia           High School                  Y
## 6200          Asia              Master's                  N
## 6201          Asia            Bachelor's                  Y
## 6202          Asia            Bachelor's                  Y
## 6203       Oceania              Master's                  N
## 6204          Asia              Master's                  Y
## 6205 North America            Bachelor's                  N
## 6206          Asia              Master's                  N
## 6207          Asia           High School                  N
## 6208          Asia              Master's                  Y
## 6209          Asia            Bachelor's                  Y
## 6210          Asia              Master's                  Y
## 6211          Asia            Bachelor's                  N
## 6212          Asia              Master's                  Y
## 6213          Asia            Bachelor's                  Y
## 6214          Asia             Doctorate                  N
## 6215        Europe             Doctorate                  N
## 6216          Asia              Master's                  Y
## 6217 South America              Master's                  N
## 6218          Asia              Master's                  N
## 6219 North America            Bachelor's                  Y
## 6220          Asia              Master's                  Y
## 6221          Asia              Master's                  Y
## 6222          Asia              Master's                  Y
## 6223          Asia           High School                  N
## 6224 South America           High School                  N
## 6225          Asia              Master's                  N
## 6226 North America              Master's                  Y
## 6227          Asia              Master's                  N
## 6228          Asia              Master's                  Y
## 6229          Asia              Master's                  Y
## 6230          Asia            Bachelor's                  N
## 6231          Asia              Master's                  N
## 6232        Europe             Doctorate                  N
## 6233          Asia              Master's                  Y
## 6234          Asia            Bachelor's                  N
## 6235 North America            Bachelor's                  Y
## 6236          Asia           High School                  N
## 6237        Europe           High School                  N
## 6238        Europe           High School                  N
## 6239          Asia              Master's                  N
## 6240       Oceania            Bachelor's                  N
## 6241        Europe            Bachelor's                  Y
## 6242          Asia            Bachelor's                  Y
## 6243          Asia              Master's                  N
## 6244          Asia            Bachelor's                  N
## 6245          Asia             Doctorate                  Y
## 6246 North America              Master's                  Y
## 6247          Asia           High School                  Y
## 6248          Asia            Bachelor's                  N
## 6249 North America              Master's                  N
## 6250          Asia              Master's                  N
## 6251          Asia            Bachelor's                  N
## 6252          Asia              Master's                  Y
## 6253          Asia              Master's                  Y
## 6254          Asia              Master's                  N
## 6255        Europe              Master's                  Y
## 6256          Asia           High School                  Y
## 6257          Asia              Master's                  N
## 6258          Asia            Bachelor's                  N
## 6259          Asia            Bachelor's                  N
## 6260          Asia            Bachelor's                  N
## 6261 North America              Master's                  N
## 6262          Asia            Bachelor's                  Y
## 6263          Asia            Bachelor's                  Y
## 6264 South America            Bachelor's                  Y
## 6265          Asia              Master's                  N
## 6266          Asia              Master's                  Y
## 6267          Asia            Bachelor's                  Y
## 6268        Europe              Master's                  N
## 6269 North America            Bachelor's                  Y
## 6270 North America            Bachelor's                  N
## 6271          Asia              Master's                  Y
## 6272        Europe            Bachelor's                  Y
## 6273        Africa              Master's                  Y
## 6274          Asia            Bachelor's                  Y
## 6275          Asia              Master's                  Y
## 6276 South America            Bachelor's                  N
## 6277          Asia             Doctorate                  N
## 6278          Asia            Bachelor's                  N
## 6279          Asia            Bachelor's                  Y
## 6280 South America            Bachelor's                  N
## 6281 North America              Master's                  Y
## 6282          Asia           High School                  N
## 6283 North America            Bachelor's                  N
## 6284        Europe            Bachelor's                  N
## 6285 North America             Doctorate                  Y
## 6286        Africa              Master's                  N
## 6287          Asia              Master's                  N
## 6288 North America              Master's                  Y
## 6289          Asia            Bachelor's                  N
## 6290        Europe              Master's                  Y
## 6291          Asia            Bachelor's                  N
## 6292          Asia            Bachelor's                  N
## 6293          Asia           High School                  Y
## 6294          Asia            Bachelor's                  Y
## 6295          Asia           High School                  Y
## 6296 South America              Master's                  N
## 6297          Asia            Bachelor's                  Y
## 6298 North America            Bachelor's                  Y
## 6299          Asia              Master's                  Y
## 6300 South America           High School                  Y
## 6301          Asia            Bachelor's                  Y
## 6302 North America            Bachelor's                  N
## 6303 North America              Master's                  N
## 6304          Asia           High School                  N
## 6305          Asia            Bachelor's                  Y
## 6306        Africa           High School                  N
## 6307          Asia              Master's                  Y
## 6308        Europe            Bachelor's                  N
## 6309          Asia              Master's                  N
## 6310        Europe             Doctorate                  Y
## 6311          Asia            Bachelor's                  Y
## 6312          Asia             Doctorate                  Y
## 6313          Asia            Bachelor's                  N
## 6314        Europe            Bachelor's                  N
## 6315 North America            Bachelor's                  N
## 6316        Europe           High School                  Y
## 6317          Asia              Master's                  Y
## 6318       Oceania              Master's                  Y
## 6319          Asia            Bachelor's                  N
## 6320        Europe            Bachelor's                  Y
## 6321          Asia             Doctorate                  N
## 6322          Asia           High School                  N
## 6323          Asia            Bachelor's                  N
## 6324          Asia              Master's                  Y
## 6325 North America              Master's                  Y
## 6326          Asia              Master's                  N
## 6327          Asia              Master's                  Y
## 6328          Asia            Bachelor's                  N
## 6329          Asia            Bachelor's                  Y
## 6330          Asia              Master's                  Y
## 6331          Asia            Bachelor's                  N
## 6332          Asia              Master's                  Y
## 6333        Europe            Bachelor's                  Y
## 6334          Asia             Doctorate                  N
## 6335          Asia             Doctorate                  N
## 6336          Asia              Master's                  N
## 6337          Asia            Bachelor's                  Y
## 6338        Europe             Doctorate                  Y
## 6339          Asia             Doctorate                  N
## 6340        Europe           High School                  N
## 6341          Asia            Bachelor's                  N
## 6342          Asia              Master's                  Y
## 6343          Asia           High School                  N
## 6344          Asia              Master's                  Y
## 6345          Asia              Master's                  Y
## 6346        Europe            Bachelor's                  Y
## 6347          Asia              Master's                  Y
## 6348          Asia            Bachelor's                  Y
## 6349          Asia            Bachelor's                  Y
## 6350          Asia            Bachelor's                  Y
## 6351          Asia            Bachelor's                  N
## 6352 South America             Doctorate                  Y
## 6353        Africa              Master's                  Y
## 6354          Asia           High School                  N
## 6355          Asia            Bachelor's                  N
## 6356          Asia           High School                  Y
## 6357          Asia            Bachelor's                  N
## 6358          Asia           High School                  N
## 6359 North America            Bachelor's                  N
## 6360          Asia              Master's                  N
## 6361 North America              Master's                  N
## 6362          Asia              Master's                  Y
## 6363          Asia           High School                  N
## 6364          Asia            Bachelor's                  Y
## 6365          Asia            Bachelor's                  N
## 6366          Asia             Doctorate                  Y
## 6367 North America            Bachelor's                  N
## 6368          Asia            Bachelor's                  Y
## 6369          Asia              Master's                  N
## 6370          Asia            Bachelor's                  N
## 6371          Asia            Bachelor's                  N
## 6372          Asia           High School                  Y
## 6373          Asia            Bachelor's                  N
## 6374 North America              Master's                  N
## 6375        Europe            Bachelor's                  N
## 6376          Asia             Doctorate                  Y
## 6377          Asia            Bachelor's                  Y
## 6378          Asia              Master's                  Y
## 6379 North America             Doctorate                  Y
## 6380          Asia            Bachelor's                  N
## 6381          Asia            Bachelor's                  N
## 6382          Asia            Bachelor's                  Y
## 6383          Asia            Bachelor's                  Y
## 6384        Europe             Doctorate                  N
## 6385          Asia           High School                  Y
## 6386          Asia            Bachelor's                  N
## 6387 North America              Master's                  Y
## 6388          Asia           High School                  N
## 6389 North America            Bachelor's                  N
## 6390          Asia            Bachelor's                  N
## 6391 North America            Bachelor's                  Y
## 6392 North America              Master's                  Y
## 6393 South America              Master's                  Y
## 6394          Asia              Master's                  Y
## 6395          Asia            Bachelor's                  N
## 6396 North America            Bachelor's                  Y
## 6397          Asia           High School                  Y
## 6398          Asia           High School                  Y
## 6399          Asia              Master's                  Y
## 6400          Asia              Master's                  N
## 6401        Europe             Doctorate                  Y
## 6402          Asia            Bachelor's                  N
## 6403          Asia              Master's                  Y
## 6404          Asia              Master's                  N
## 6405          Asia            Bachelor's                  N
## 6406          Asia              Master's                  N
## 6407          Asia           High School                  N
## 6408          Asia              Master's                  N
## 6409 North America           High School                  N
## 6410        Africa              Master's                  N
## 6411          Asia           High School                  Y
## 6412          Asia             Doctorate                  Y
## 6413          Asia              Master's                  Y
## 6414          Asia            Bachelor's                  Y
## 6415          Asia              Master's                  Y
## 6416 North America              Master's                  Y
## 6417          Asia           High School                  N
## 6418          Asia              Master's                  N
## 6419 North America            Bachelor's                  N
## 6420 North America           High School                  Y
## 6421          Asia            Bachelor's                  Y
## 6422 North America              Master's                  Y
## 6423          Asia            Bachelor's                  Y
## 6424          Asia           High School                  Y
## 6425          Asia              Master's                  Y
## 6426        Europe            Bachelor's                  Y
## 6427          Asia            Bachelor's                  N
## 6428          Asia           High School                  Y
## 6429          Asia            Bachelor's                  Y
## 6430          Asia            Bachelor's                  Y
## 6431          Asia            Bachelor's                  N
## 6432        Europe              Master's                  Y
## 6433          Asia            Bachelor's                  N
## 6434          Asia           High School                  Y
## 6435 South America             Doctorate                  Y
## 6436          Asia            Bachelor's                  Y
## 6437        Europe           High School                  Y
## 6438          Asia              Master's                  N
## 6439          Asia              Master's                  Y
## 6440          Asia            Bachelor's                  N
## 6441        Europe             Doctorate                  Y
## 6442          Asia              Master's                  Y
## 6443 North America              Master's                  Y
## 6444          Asia              Master's                  N
## 6445          Asia            Bachelor's                  N
## 6446 North America           High School                  Y
## 6447          Asia            Bachelor's                  Y
## 6448          Asia           High School                  Y
## 6449          Asia           High School                  Y
## 6450 North America              Master's                  Y
## 6451 North America           High School                  N
## 6452        Europe             Doctorate                  N
## 6453          Asia             Doctorate                  N
## 6454          Asia            Bachelor's                  N
## 6455 North America           High School                  Y
## 6456          Asia            Bachelor's                  Y
## 6457          Asia            Bachelor's                  N
## 6458 North America              Master's                  Y
## 6459          Asia           High School                  Y
## 6460          Asia            Bachelor's                  Y
## 6461          Asia              Master's                  N
## 6462        Europe            Bachelor's                  Y
## 6463        Europe             Doctorate                  N
## 6464          Asia             Doctorate                  Y
## 6465          Asia            Bachelor's                  N
## 6466        Europe             Doctorate                  Y
## 6467          Asia              Master's                  N
## 6468          Asia              Master's                  Y
## 6469          Asia            Bachelor's                  Y
## 6470          Asia            Bachelor's                  N
## 6471          Asia            Bachelor's                  N
## 6472          Asia            Bachelor's                  N
## 6473          Asia           High School                  Y
## 6474          Asia           High School                  Y
## 6475          Asia            Bachelor's                  N
## 6476 North America              Master's                  Y
## 6477 North America            Bachelor's                  Y
## 6478          Asia            Bachelor's                  N
## 6479          Asia           High School                  Y
## 6480          Asia           High School                  Y
## 6481          Asia              Master's                  Y
## 6482          Asia             Doctorate                  Y
## 6483          Asia              Master's                  Y
## 6484 North America           High School                  Y
## 6485          Asia            Bachelor's                  Y
## 6486          Asia            Bachelor's                  Y
## 6487        Europe              Master's                  N
## 6488          Asia            Bachelor's                  Y
## 6489 North America              Master's                  Y
## 6490        Europe            Bachelor's                  N
## 6491          Asia              Master's                  Y
## 6492 South America              Master's                  Y
## 6493          Asia            Bachelor's                  Y
## 6494          Asia            Bachelor's                  Y
## 6495        Europe              Master's                  N
## 6496          Asia              Master's                  N
## 6497          Asia            Bachelor's                  N
## 6498          Asia            Bachelor's                  N
## 6499          Asia              Master's                  N
## 6500        Europe            Bachelor's                  Y
## 6501 North America              Master's                  Y
## 6502          Asia              Master's                  Y
## 6503          Asia              Master's                  Y
## 6504          Asia              Master's                  N
## 6505          Asia              Master's                  N
## 6506        Europe              Master's                  Y
## 6507          Asia             Doctorate                  N
## 6508          Asia              Master's                  Y
## 6509          Asia              Master's                  Y
## 6510 North America              Master's                  Y
## 6511 North America              Master's                  N
## 6512          Asia              Master's                  N
## 6513          Asia            Bachelor's                  N
## 6514        Europe              Master's                  Y
## 6515        Europe            Bachelor's                  Y
## 6516          Asia              Master's                  Y
## 6517 North America           High School                  Y
## 6518          Asia           High School                  Y
## 6519          Asia           High School                  Y
## 6520          Asia            Bachelor's                  Y
## 6521        Europe            Bachelor's                  N
## 6522          Asia           High School                  Y
## 6523 South America            Bachelor's                  Y
## 6524          Asia            Bachelor's                  Y
## 6525          Asia            Bachelor's                  Y
## 6526 South America              Master's                  N
## 6527          Asia              Master's                  Y
## 6528          Asia            Bachelor's                  Y
## 6529          Asia              Master's                  N
## 6530          Asia              Master's                  Y
## 6531          Asia            Bachelor's                  Y
## 6532          Asia              Master's                  Y
## 6533          Asia              Master's                  N
## 6534        Europe           High School                  N
## 6535          Asia              Master's                  N
## 6536        Europe             Doctorate                  N
## 6537 North America            Bachelor's                  N
## 6538          Asia              Master's                  N
## 6539          Asia              Master's                  Y
## 6540          Asia            Bachelor's                  Y
## 6541 North America              Master's                  Y
## 6542          Asia            Bachelor's                  Y
## 6543          Asia            Bachelor's                  Y
## 6544          Asia             Doctorate                  Y
## 6545          Asia              Master's                  Y
## 6546          Asia           High School                  Y
## 6547          Asia            Bachelor's                  N
## 6548        Europe              Master's                  N
## 6549          Asia              Master's                  Y
## 6550          Asia            Bachelor's                  Y
## 6551          Asia           High School                  N
## 6552          Asia              Master's                  Y
## 6553          Asia            Bachelor's                  Y
## 6554          Asia              Master's                  N
## 6555          Asia             Doctorate                  Y
## 6556          Asia            Bachelor's                  Y
## 6557          Asia            Bachelor's                  Y
## 6558          Asia            Bachelor's                  N
## 6559          Asia            Bachelor's                  N
## 6560          Asia              Master's                  N
## 6561          Asia             Doctorate                  Y
## 6562          Asia              Master's                  Y
## 6563          Asia              Master's                  N
## 6564          Asia            Bachelor's                  N
## 6565          Asia            Bachelor's                  Y
## 6566 North America              Master's                  Y
## 6567          Asia              Master's                  Y
## 6568          Asia            Bachelor's                  N
## 6569        Europe              Master's                  N
## 6570 North America           High School                  Y
## 6571          Asia              Master's                  N
## 6572          Asia           High School                  Y
## 6573        Europe             Doctorate                  Y
## 6574          Asia            Bachelor's                  Y
## 6575          Asia            Bachelor's                  Y
## 6576 North America              Master's                  N
## 6577 South America            Bachelor's                  Y
## 6578          Asia            Bachelor's                  N
## 6579          Asia             Doctorate                  Y
## 6580          Asia              Master's                  Y
## 6581          Asia            Bachelor's                  Y
## 6582 North America            Bachelor's                  N
## 6583          Asia           High School                  N
## 6584          Asia              Master's                  Y
## 6585          Asia           High School                  N
## 6586 North America              Master's                  Y
## 6587          Asia            Bachelor's                  N
## 6588        Europe           High School                  Y
## 6589          Asia            Bachelor's                  N
## 6590          Asia              Master's                  Y
## 6591        Europe            Bachelor's                  N
## 6592          Asia              Master's                  Y
## 6593        Europe              Master's                  N
## 6594          Asia              Master's                  N
## 6595        Europe              Master's                  Y
## 6596        Europe             Doctorate                  Y
## 6597        Africa              Master's                  N
## 6598          Asia              Master's                  Y
## 6599          Asia              Master's                  Y
## 6600          Asia              Master's                  Y
## 6601          Asia            Bachelor's                  Y
## 6602          Asia            Bachelor's                  Y
## 6603 South America              Master's                  Y
## 6604          Asia            Bachelor's                  Y
## 6605          Asia              Master's                  N
## 6606          Asia            Bachelor's                  Y
## 6607        Africa              Master's                  N
## 6608 North America            Bachelor's                  Y
## 6609 South America           High School                  Y
## 6610          Asia              Master's                  N
## 6611          Asia            Bachelor's                  Y
## 6612 South America            Bachelor's                  N
## 6613          Asia            Bachelor's                  N
## 6614          Asia            Bachelor's                  Y
## 6615 South America           High School                  Y
## 6616 North America            Bachelor's                  Y
## 6617        Europe            Bachelor's                  N
## 6618          Asia            Bachelor's                  Y
## 6619          Asia            Bachelor's                  N
## 6620          Asia           High School                  N
## 6621          Asia           High School                  Y
## 6622          Asia              Master's                  Y
## 6623 South America              Master's                  Y
## 6624          Asia            Bachelor's                  N
## 6625          Asia              Master's                  Y
## 6626        Europe             Doctorate                  Y
## 6627          Asia              Master's                  Y
## 6628          Asia            Bachelor's                  Y
## 6629          Asia              Master's                  Y
## 6630 North America           High School                  Y
## 6631        Europe            Bachelor's                  N
## 6632          Asia              Master's                  Y
## 6633          Asia              Master's                  Y
## 6634          Asia              Master's                  N
## 6635          Asia            Bachelor's                  Y
## 6636          Asia              Master's                  Y
## 6637        Europe              Master's                  N
## 6638 North America           High School                  N
## 6639          Asia            Bachelor's                  Y
## 6640          Asia            Bachelor's                  N
## 6641          Asia              Master's                  N
## 6642          Asia            Bachelor's                  N
## 6643          Asia              Master's                  N
## 6644        Europe           High School                  N
## 6645          Asia           High School                  N
## 6646 North America             Doctorate                  N
## 6647        Africa           High School                  Y
## 6648          Asia            Bachelor's                  N
## 6649        Europe           High School                  Y
## 6650        Europe           High School                  Y
## 6651          Asia            Bachelor's                  Y
## 6652          Asia           High School                  Y
## 6653          Asia              Master's                  Y
## 6654          Asia           High School                  Y
## 6655 North America            Bachelor's                  Y
## 6656        Europe              Master's                  Y
## 6657          Asia            Bachelor's                  Y
## 6658        Europe             Doctorate                  N
## 6659          Asia              Master's                  Y
## 6660          Asia              Master's                  Y
## 6661 South America           High School                  N
## 6662          Asia            Bachelor's                  Y
## 6663        Europe           High School                  N
## 6664          Asia           High School                  Y
## 6665 North America              Master's                  Y
## 6666          Asia           High School                  N
## 6667          Asia            Bachelor's                  Y
## 6668          Asia            Bachelor's                  Y
## 6669          Asia            Bachelor's                  N
## 6670          Asia            Bachelor's                  N
## 6671        Europe              Master's                  Y
## 6672 North America              Master's                  Y
## 6673          Asia           High School                  Y
## 6674 North America            Bachelor's                  Y
## 6675 North America            Bachelor's                  N
## 6676          Asia            Bachelor's                  Y
## 6677          Asia              Master's                  Y
## 6678        Europe           High School                  Y
## 6679 South America            Bachelor's                  Y
## 6680          Asia            Bachelor's                  N
## 6681        Africa              Master's                  Y
## 6682        Europe             Doctorate                  Y
## 6683          Asia            Bachelor's                  Y
## 6684          Asia            Bachelor's                  Y
## 6685 South America              Master's                  Y
## 6686 North America              Master's                  Y
## 6687          Asia            Bachelor's                  Y
## 6688          Asia           High School                  N
## 6689        Europe            Bachelor's                  Y
## 6690        Europe            Bachelor's                  N
## 6691 North America            Bachelor's                  N
## 6692          Asia            Bachelor's                  N
## 6693          Asia           High School                  N
## 6694          Asia              Master's                  Y
## 6695 South America            Bachelor's                  N
## 6696          Asia           High School                  Y
## 6697 North America             Doctorate                  Y
## 6698          Asia              Master's                  Y
## 6699          Asia              Master's                  Y
## 6700          Asia            Bachelor's                  Y
## 6701          Asia              Master's                  N
## 6702        Africa           High School                  N
## 6703 North America              Master's                  Y
## 6704          Asia              Master's                  N
## 6705          Asia             Doctorate                  Y
## 6706          Asia            Bachelor's                  Y
## 6707          Asia              Master's                  N
## 6708          Asia            Bachelor's                  Y
## 6709 North America              Master's                  Y
## 6710        Europe              Master's                  N
## 6711          Asia            Bachelor's                  N
## 6712          Asia            Bachelor's                  Y
## 6713          Asia              Master's                  Y
## 6714          Asia             Doctorate                  N
## 6715          Asia              Master's                  Y
## 6716        Africa              Master's                  Y
## 6717          Asia            Bachelor's                  Y
## 6718        Europe            Bachelor's                  N
## 6719        Europe              Master's                  N
## 6720          Asia            Bachelor's                  N
## 6721          Asia            Bachelor's                  N
## 6722          Asia              Master's                  Y
## 6723          Asia              Master's                  N
## 6724 North America           High School                  N
## 6725        Europe              Master's                  N
## 6726 North America              Master's                  Y
## 6727          Asia            Bachelor's                  N
## 6728          Asia           High School                  Y
## 6729          Asia              Master's                  N
## 6730          Asia             Doctorate                  Y
## 6731          Asia            Bachelor's                  Y
## 6732        Europe            Bachelor's                  Y
## 6733        Europe              Master's                  N
## 6734          Asia              Master's                  Y
## 6735        Europe           High School                  Y
## 6736 North America              Master's                  N
## 6737          Asia            Bachelor's                  Y
## 6738          Asia              Master's                  N
## 6739        Europe            Bachelor's                  Y
## 6740        Europe              Master's                  N
## 6741          Asia            Bachelor's                  Y
## 6742        Europe              Master's                  Y
## 6743          Asia              Master's                  Y
## 6744          Asia              Master's                  Y
## 6745          Asia              Master's                  N
## 6746          Asia             Doctorate                  Y
## 6747          Asia              Master's                  Y
## 6748        Europe              Master's                  N
## 6749          Asia            Bachelor's                  Y
## 6750        Europe           High School                  Y
## 6751          Asia           High School                  N
## 6752          Asia              Master's                  Y
## 6753        Europe             Doctorate                  N
## 6754 North America              Master's                  N
## 6755 North America              Master's                  N
## 6756          Asia              Master's                  Y
## 6757          Asia              Master's                  N
## 6758          Asia              Master's                  Y
## 6759 North America            Bachelor's                  Y
## 6760          Asia            Bachelor's                  N
## 6761          Asia           High School                  Y
## 6762          Asia              Master's                  N
## 6763          Asia           High School                  N
## 6764       Oceania             Doctorate                  Y
## 6765          Asia            Bachelor's                  Y
## 6766        Europe           High School                  Y
## 6767 South America           High School                  N
## 6768          Asia              Master's                  Y
## 6769          Asia           High School                  N
## 6770 South America              Master's                  N
## 6771 South America            Bachelor's                  N
## 6772          Asia            Bachelor's                  N
## 6773        Europe              Master's                  Y
## 6774          Asia            Bachelor's                  N
## 6775        Africa              Master's                  Y
## 6776          Asia              Master's                  Y
## 6777 North America            Bachelor's                  N
## 6778          Asia           High School                  Y
## 6779          Asia            Bachelor's                  N
## 6780          Asia           High School                  Y
## 6781        Europe            Bachelor's                  Y
## 6782          Asia            Bachelor's                  N
## 6783          Asia            Bachelor's                  Y
## 6784          Asia              Master's                  N
## 6785 North America              Master's                  Y
## 6786          Asia              Master's                  N
## 6787          Asia            Bachelor's                  Y
## 6788          Asia            Bachelor's                  N
## 6789        Europe              Master's                  Y
## 6790        Europe            Bachelor's                  N
## 6791        Europe              Master's                  N
## 6792          Asia            Bachelor's                  N
## 6793 North America              Master's                  N
## 6794          Asia              Master's                  Y
## 6795          Asia            Bachelor's                  N
## 6796        Europe             Doctorate                  Y
## 6797          Asia              Master's                  N
## 6798          Asia            Bachelor's                  N
## 6799 North America            Bachelor's                  Y
## 6800          Asia            Bachelor's                  Y
## 6801          Asia              Master's                  Y
## 6802        Europe              Master's                  N
## 6803          Asia            Bachelor's                  Y
## 6804          Asia            Bachelor's                  N
## 6805          Asia              Master's                  Y
## 6806 North America            Bachelor's                  Y
## 6807          Asia              Master's                  N
## 6808          Asia            Bachelor's                  Y
## 6809          Asia              Master's                  Y
## 6810        Europe             Doctorate                  Y
## 6811 North America           High School                  N
## 6812 South America              Master's                  Y
## 6813          Asia              Master's                  Y
## 6814 North America              Master's                  Y
## 6815          Asia              Master's                  N
## 6816          Asia              Master's                  Y
## 6817        Europe            Bachelor's                  N
## 6818          Asia            Bachelor's                  Y
## 6819          Asia              Master's                  N
## 6820          Asia            Bachelor's                  Y
## 6821 South America              Master's                  N
## 6822          Asia            Bachelor's                  N
## 6823 North America            Bachelor's                  Y
## 6824          Asia              Master's                  Y
## 6825          Asia            Bachelor's                  N
## 6826          Asia              Master's                  N
## 6827        Europe            Bachelor's                  Y
## 6828          Asia              Master's                  Y
## 6829        Africa            Bachelor's                  N
## 6830          Asia            Bachelor's                  Y
## 6831 North America              Master's                  Y
## 6832          Asia              Master's                  Y
## 6833 North America              Master's                  Y
## 6834 North America              Master's                  Y
## 6835          Asia            Bachelor's                  Y
## 6836          Asia              Master's                  Y
## 6837          Asia           High School                  Y
## 6838          Asia              Master's                  Y
## 6839          Asia            Bachelor's                  Y
## 6840 North America            Bachelor's                  Y
## 6841 South America             Doctorate                  Y
## 6842          Asia             Doctorate                  Y
## 6843       Oceania             Doctorate                  Y
## 6844        Europe            Bachelor's                  N
## 6845          Asia            Bachelor's                  Y
## 6846          Asia             Doctorate                  Y
## 6847          Asia            Bachelor's                  N
## 6848        Europe              Master's                  N
## 6849          Asia            Bachelor's                  Y
## 6850          Asia              Master's                  Y
## 6851          Asia           High School                  N
## 6852          Asia              Master's                  N
## 6853          Asia              Master's                  N
## 6854          Asia            Bachelor's                  N
## 6855          Asia              Master's                  N
## 6856          Asia           High School                  Y
## 6857        Europe           High School                  Y
## 6858          Asia              Master's                  Y
## 6859          Asia            Bachelor's                  N
## 6860          Asia           High School                  Y
## 6861          Asia            Bachelor's                  N
## 6862        Africa            Bachelor's                  Y
## 6863 North America             Doctorate                  Y
## 6864          Asia              Master's                  Y
## 6865          Asia            Bachelor's                  N
## 6866          Asia            Bachelor's                  N
## 6867        Europe             Doctorate                  N
## 6868          Asia             Doctorate                  Y
## 6869 North America              Master's                  Y
## 6870          Asia              Master's                  N
## 6871 South America              Master's                  N
## 6872          Asia            Bachelor's                  Y
## 6873          Asia            Bachelor's                  N
## 6874          Asia              Master's                  N
## 6875       Oceania            Bachelor's                  N
## 6876          Asia           High School                  Y
## 6877        Europe              Master's                  N
## 6878          Asia              Master's                  Y
## 6879          Asia           High School                  Y
## 6880          Asia              Master's                  Y
## 6881          Asia              Master's                  N
## 6882        Europe            Bachelor's                  N
## 6883          Asia           High School                  Y
## 6884          Asia            Bachelor's                  N
## 6885        Europe            Bachelor's                  N
## 6886 North America            Bachelor's                  Y
## 6887          Asia              Master's                  N
## 6888 North America            Bachelor's                  Y
## 6889        Europe             Doctorate                  Y
## 6890          Asia           High School                  Y
## 6891        Europe             Doctorate                  Y
## 6892          Asia              Master's                  Y
## 6893 North America              Master's                  Y
## 6894          Asia            Bachelor's                  Y
## 6895          Asia            Bachelor's                  Y
## 6896        Africa            Bachelor's                  Y
## 6897          Asia            Bachelor's                  Y
## 6898          Asia              Master's                  N
## 6899          Asia            Bachelor's                  Y
## 6900 North America            Bachelor's                  Y
## 6901        Europe            Bachelor's                  Y
## 6902          Asia              Master's                  Y
## 6903          Asia            Bachelor's                  Y
## 6904          Asia            Bachelor's                  N
## 6905          Asia            Bachelor's                  Y
## 6906 South America            Bachelor's                  Y
## 6907 North America             Doctorate                  Y
## 6908          Asia            Bachelor's                  Y
## 6909 South America              Master's                  Y
## 6910          Asia              Master's                  Y
## 6911 South America            Bachelor's                  N
## 6912          Asia            Bachelor's                  Y
## 6913          Asia              Master's                  Y
## 6914          Asia              Master's                  Y
## 6915          Asia            Bachelor's                  N
## 6916        Europe           High School                  Y
## 6917          Asia            Bachelor's                  Y
## 6918          Asia            Bachelor's                  Y
## 6919        Europe           High School                  Y
## 6920 North America             Doctorate                  N
## 6921       Oceania           High School                  N
## 6922        Africa              Master's                  N
## 6923          Asia            Bachelor's                  Y
## 6924        Europe            Bachelor's                  N
## 6925          Asia              Master's                  Y
## 6926          Asia              Master's                  N
## 6927          Asia              Master's                  Y
## 6928          Asia            Bachelor's                  Y
## 6929        Europe              Master's                  Y
## 6930          Asia              Master's                  N
## 6931        Europe             Doctorate                  Y
## 6932        Europe              Master's                  N
## 6933 North America              Master's                  Y
## 6934          Asia              Master's                  N
## 6935          Asia            Bachelor's                  N
## 6936          Asia           High School                  Y
## 6937          Asia            Bachelor's                  Y
## 6938          Asia              Master's                  N
## 6939 North America            Bachelor's                  Y
## 6940          Asia              Master's                  N
## 6941 South America              Master's                  N
## 6942          Asia              Master's                  Y
## 6943          Asia           High School                  N
## 6944          Asia              Master's                  Y
## 6945          Asia            Bachelor's                  Y
## 6946          Asia            Bachelor's                  Y
## 6947          Asia             Doctorate                  Y
## 6948          Asia            Bachelor's                  N
## 6949          Asia            Bachelor's                  Y
## 6950          Asia              Master's                  Y
## 6951          Asia             Doctorate                  N
## 6952          Asia            Bachelor's                  N
## 6953 South America             Doctorate                  Y
## 6954       Oceania            Bachelor's                  N
## 6955          Asia              Master's                  Y
## 6956          Asia            Bachelor's                  Y
## 6957          Asia            Bachelor's                  N
## 6958        Europe              Master's                  Y
## 6959 North America            Bachelor's                  Y
## 6960          Asia            Bachelor's                  Y
## 6961          Asia              Master's                  N
## 6962          Asia              Master's                  Y
## 6963        Europe              Master's                  N
## 6964        Europe              Master's                  N
## 6965          Asia              Master's                  Y
## 6966          Asia           High School                  N
## 6967          Asia              Master's                  Y
## 6968          Asia           High School                  Y
## 6969          Asia              Master's                  Y
## 6970          Asia            Bachelor's                  Y
## 6971          Asia              Master's                  Y
## 6972          Asia              Master's                  N
## 6973          Asia            Bachelor's                  N
## 6974          Asia           High School                  Y
## 6975          Asia            Bachelor's                  N
## 6976          Asia           High School                  N
## 6977          Asia              Master's                  Y
## 6978          Asia            Bachelor's                  N
## 6979          Asia              Master's                  Y
## 6980        Africa              Master's                  Y
## 6981          Asia           High School                  Y
## 6982          Asia            Bachelor's                  Y
## 6983          Asia             Doctorate                  N
## 6984 South America              Master's                  Y
## 6985          Asia            Bachelor's                  Y
## 6986        Europe             Doctorate                  N
## 6987          Asia           High School                  Y
## 6988        Europe            Bachelor's                  Y
## 6989          Asia              Master's                  N
## 6990          Asia              Master's                  N
## 6991          Asia            Bachelor's                  N
## 6992          Asia              Master's                  N
## 6993          Asia            Bachelor's                  N
## 6994          Asia              Master's                  Y
## 6995        Europe              Master's                  N
## 6996          Asia              Master's                  Y
## 6997          Asia            Bachelor's                  Y
## 6998        Europe            Bachelor's                  Y
## 6999        Europe              Master's                  Y
## 7000 South America            Bachelor's                  Y
## 7001 North America            Bachelor's                  N
## 7002 North America             Doctorate                  N
## 7003 North America              Master's                  N
## 7004          Asia              Master's                  Y
## 7005          Asia            Bachelor's                  Y
## 7006          Asia              Master's                  N
## 7007 North America            Bachelor's                  Y
## 7008 North America            Bachelor's                  N
## 7009          Asia            Bachelor's                  N
## 7010 North America            Bachelor's                  Y
## 7011          Asia            Bachelor's                  Y
## 7012 North America              Master's                  N
## 7013 South America           High School                  N
## 7014        Europe              Master's                  N
## 7015          Asia            Bachelor's                  N
## 7016 North America              Master's                  Y
## 7017          Asia              Master's                  Y
## 7018          Asia            Bachelor's                  N
## 7019          Asia              Master's                  Y
## 7020          Asia              Master's                  Y
## 7021          Asia              Master's                  Y
## 7022 South America            Bachelor's                  Y
## 7023          Asia            Bachelor's                  N
## 7024          Asia            Bachelor's                  N
## 7025          Asia           High School                  N
## 7026 North America            Bachelor's                  Y
## 7027          Asia              Master's                  N
## 7028          Asia           High School                  Y
## 7029          Asia            Bachelor's                  N
## 7030          Asia            Bachelor's                  Y
## 7031          Asia            Bachelor's                  Y
## 7032          Asia             Doctorate                  N
## 7033          Asia              Master's                  Y
## 7034 North America            Bachelor's                  N
## 7035        Europe           High School                  N
## 7036          Asia            Bachelor's                  N
## 7037 North America              Master's                  Y
## 7038        Africa              Master's                  Y
## 7039          Asia            Bachelor's                  Y
## 7040          Asia            Bachelor's                  Y
## 7041 North America            Bachelor's                  Y
## 7042          Asia              Master's                  N
## 7043          Asia            Bachelor's                  N
## 7044        Europe              Master's                  Y
## 7045        Europe              Master's                  Y
## 7046          Asia            Bachelor's                  N
## 7047        Europe            Bachelor's                  Y
## 7048        Africa              Master's                  N
## 7049       Oceania              Master's                  N
## 7050 South America              Master's                  Y
## 7051          Asia              Master's                  N
## 7052          Asia              Master's                  N
## 7053 South America              Master's                  Y
## 7054          Asia            Bachelor's                  N
## 7055          Asia              Master's                  Y
## 7056          Asia              Master's                  Y
## 7057          Asia              Master's                  N
## 7058 North America              Master's                  Y
## 7059        Europe             Doctorate                  Y
## 7060        Europe           High School                  N
## 7061          Asia            Bachelor's                  Y
## 7062 North America              Master's                  N
## 7063          Asia              Master's                  Y
## 7064 South America              Master's                  Y
## 7065          Asia              Master's                  Y
## 7066 North America             Doctorate                  N
## 7067          Asia           High School                  Y
## 7068          Asia              Master's                  Y
## 7069          Asia            Bachelor's                  N
## 7070          Asia              Master's                  Y
## 7071          Asia            Bachelor's                  Y
## 7072        Europe            Bachelor's                  N
## 7073          Asia           High School                  N
## 7074 South America              Master's                  Y
## 7075          Asia             Doctorate                  Y
## 7076          Asia              Master's                  Y
## 7077 North America            Bachelor's                  N
## 7078          Asia            Bachelor's                  Y
## 7079          Asia            Bachelor's                  Y
## 7080 South America              Master's                  N
## 7081        Europe              Master's                  Y
## 7082          Asia             Doctorate                  N
## 7083          Asia              Master's                  N
## 7084          Asia            Bachelor's                  Y
## 7085          Asia            Bachelor's                  Y
## 7086          Asia            Bachelor's                  N
## 7087 South America              Master's                  N
## 7088          Asia            Bachelor's                  N
## 7089          Asia            Bachelor's                  Y
## 7090        Europe            Bachelor's                  Y
## 7091          Asia              Master's                  Y
## 7092          Asia           High School                  Y
## 7093        Europe            Bachelor's                  Y
## 7094        Europe              Master's                  Y
## 7095        Europe            Bachelor's                  N
## 7096        Europe              Master's                  Y
## 7097          Asia           High School                  Y
## 7098       Oceania              Master's                  Y
## 7099          Asia              Master's                  Y
## 7100          Asia             Doctorate                  Y
## 7101          Asia           High School                  N
## 7102 North America             Doctorate                  N
## 7103          Asia            Bachelor's                  N
## 7104          Asia            Bachelor's                  Y
## 7105          Asia              Master's                  Y
## 7106        Europe           High School                  N
## 7107          Asia            Bachelor's                  N
## 7108 North America             Doctorate                  Y
## 7109          Asia              Master's                  Y
## 7110          Asia             Doctorate                  N
## 7111          Asia              Master's                  N
## 7112 South America            Bachelor's                  Y
## 7113          Asia            Bachelor's                  N
## 7114          Asia              Master's                  N
## 7115 North America            Bachelor's                  Y
## 7116          Asia              Master's                  Y
## 7117          Asia              Master's                  Y
## 7118          Asia            Bachelor's                  N
## 7119          Asia            Bachelor's                  N
## 7120          Asia            Bachelor's                  Y
## 7121        Europe             Doctorate                  N
## 7122          Asia              Master's                  N
## 7123          Asia            Bachelor's                  Y
## 7124 North America            Bachelor's                  Y
## 7125          Asia              Master's                  Y
## 7126          Asia           High School                  Y
## 7127 North America              Master's                  Y
## 7128 North America              Master's                  Y
## 7129          Asia            Bachelor's                  N
## 7130          Asia            Bachelor's                  Y
## 7131          Asia           High School                  N
## 7132          Asia              Master's                  N
## 7133          Asia            Bachelor's                  N
## 7134        Europe            Bachelor's                  Y
## 7135        Europe             Doctorate                  Y
## 7136          Asia             Doctorate                  N
## 7137 North America           High School                  Y
## 7138          Asia              Master's                  Y
## 7139          Asia              Master's                  N
## 7140 North America              Master's                  N
## 7141          Asia              Master's                  Y
## 7142          Asia              Master's                  Y
## 7143          Asia            Bachelor's                  N
## 7144 North America              Master's                  N
## 7145          Asia              Master's                  Y
## 7146          Asia              Master's                  Y
## 7147          Asia            Bachelor's                  Y
## 7148        Europe              Master's                  Y
## 7149 North America              Master's                  Y
## 7150          Asia            Bachelor's                  N
## 7151          Asia            Bachelor's                  N
## 7152          Asia            Bachelor's                  Y
## 7153          Asia            Bachelor's                  N
## 7154        Europe              Master's                  Y
## 7155          Asia              Master's                  Y
## 7156          Asia              Master's                  Y
## 7157 South America              Master's                  N
## 7158          Asia            Bachelor's                  N
## 7159          Asia            Bachelor's                  Y
## 7160          Asia           High School                  N
## 7161          Asia            Bachelor's                  N
## 7162          Asia            Bachelor's                  Y
## 7163          Asia              Master's                  Y
## 7164          Asia            Bachelor's                  N
## 7165          Asia              Master's                  Y
## 7166          Asia              Master's                  N
## 7167        Europe              Master's                  N
## 7168          Asia           High School                  Y
## 7169          Asia              Master's                  N
## 7170          Asia             Doctorate                  N
## 7171          Asia            Bachelor's                  Y
## 7172 North America            Bachelor's                  N
## 7173          Asia            Bachelor's                  N
## 7174          Asia              Master's                  Y
## 7175          Asia              Master's                  Y
## 7176          Asia            Bachelor's                  Y
## 7177          Asia            Bachelor's                  N
## 7178        Europe             Doctorate                  Y
## 7179          Asia              Master's                  N
## 7180          Asia              Master's                  Y
## 7181          Asia              Master's                  Y
## 7182          Asia            Bachelor's                  Y
## 7183          Asia            Bachelor's                  Y
## 7184       Oceania              Master's                  N
## 7185          Asia              Master's                  N
## 7186          Asia            Bachelor's                  Y
## 7187          Asia            Bachelor's                  N
## 7188          Asia              Master's                  N
## 7189          Asia            Bachelor's                  Y
## 7190 North America            Bachelor's                  Y
## 7191          Asia            Bachelor's                  N
## 7192        Europe              Master's                  Y
## 7193 North America            Bachelor's                  Y
## 7194          Asia            Bachelor's                  Y
## 7195          Asia           High School                  N
## 7196          Asia            Bachelor's                  Y
## 7197          Asia              Master's                  Y
## 7198 South America            Bachelor's                  N
## 7199          Asia              Master's                  N
## 7200 North America            Bachelor's                  N
## 7201          Asia            Bachelor's                  Y
## 7202 North America              Master's                  N
## 7203 North America            Bachelor's                  Y
## 7204          Asia            Bachelor's                  Y
## 7205          Asia            Bachelor's                  Y
## 7206          Asia            Bachelor's                  Y
## 7207          Asia              Master's                  N
## 7208          Asia            Bachelor's                  Y
## 7209 North America            Bachelor's                  N
## 7210 South America            Bachelor's                  N
## 7211          Asia            Bachelor's                  Y
## 7212 South America              Master's                  Y
## 7213          Asia              Master's                  Y
## 7214          Asia            Bachelor's                  Y
## 7215          Asia            Bachelor's                  Y
## 7216 South America              Master's                  N
## 7217          Asia            Bachelor's                  Y
## 7218          Asia            Bachelor's                  N
## 7219 North America              Master's                  N
## 7220          Asia            Bachelor's                  Y
## 7221          Asia              Master's                  Y
## 7222          Asia            Bachelor's                  N
## 7223          Asia            Bachelor's                  N
## 7224          Asia              Master's                  Y
## 7225        Europe             Doctorate                  N
## 7226          Asia            Bachelor's                  Y
## 7227          Asia            Bachelor's                  Y
## 7228 South America             Doctorate                  Y
## 7229        Europe            Bachelor's                  N
## 7230        Europe           High School                  Y
## 7231          Asia           High School                  N
## 7232          Asia             Doctorate                  Y
## 7233          Asia              Master's                  Y
## 7234          Asia            Bachelor's                  Y
## 7235 North America              Master's                  N
## 7236          Asia             Doctorate                  Y
## 7237          Asia              Master's                  Y
## 7238          Asia              Master's                  N
## 7239 North America              Master's                  Y
## 7240          Asia              Master's                  N
## 7241          Asia              Master's                  N
## 7242          Asia             Doctorate                  Y
## 7243          Asia              Master's                  Y
## 7244 South America            Bachelor's                  N
## 7245 North America            Bachelor's                  Y
## 7246          Asia            Bachelor's                  Y
## 7247          Asia            Bachelor's                  Y
## 7248          Asia              Master's                  N
## 7249          Asia             Doctorate                  N
## 7250          Asia            Bachelor's                  Y
## 7251          Asia              Master's                  Y
## 7252          Asia            Bachelor's                  N
## 7253        Europe            Bachelor's                  Y
## 7254          Asia           High School                  Y
## 7255       Oceania            Bachelor's                  N
## 7256          Asia            Bachelor's                  N
## 7257 North America           High School                  Y
## 7258          Asia            Bachelor's                  N
## 7259          Asia           High School                  N
## 7260 North America              Master's                  N
## 7261          Asia              Master's                  Y
## 7262 North America              Master's                  N
## 7263          Asia           High School                  N
## 7264          Asia           High School                  Y
## 7265          Asia              Master's                  N
## 7266          Asia            Bachelor's                  Y
## 7267          Asia            Bachelor's                  Y
## 7268          Asia              Master's                  Y
## 7269        Europe             Doctorate                  Y
## 7270          Asia             Doctorate                  Y
## 7271          Asia            Bachelor's                  Y
## 7272        Europe            Bachelor's                  N
## 7273        Europe            Bachelor's                  Y
## 7274        Europe            Bachelor's                  N
## 7275          Asia              Master's                  N
## 7276        Europe             Doctorate                  Y
## 7277          Asia           High School                  Y
## 7278          Asia              Master's                  Y
## 7279        Europe            Bachelor's                  Y
## 7280        Europe            Bachelor's                  Y
## 7281        Europe              Master's                  Y
## 7282          Asia           High School                  N
## 7283          Asia             Doctorate                  N
## 7284          Asia              Master's                  Y
## 7285          Asia            Bachelor's                  N
## 7286          Asia            Bachelor's                  Y
## 7287        Europe           High School                  Y
## 7288          Asia            Bachelor's                  Y
## 7289          Asia           High School                  Y
## 7290          Asia              Master's                  N
## 7291          Asia           High School                  Y
## 7292        Europe            Bachelor's                  Y
## 7293          Asia              Master's                  Y
## 7294          Asia              Master's                  Y
## 7295          Asia            Bachelor's                  Y
## 7296          Asia            Bachelor's                  Y
## 7297        Europe             Doctorate                  Y
## 7298 North America            Bachelor's                  N
## 7299          Asia            Bachelor's                  N
## 7300 North America            Bachelor's                  Y
## 7301          Asia            Bachelor's                  Y
## 7302          Asia              Master's                  Y
## 7303 North America            Bachelor's                  N
## 7304        Europe             Doctorate                  Y
## 7305        Europe              Master's                  Y
## 7306          Asia           High School                  N
## 7307 North America             Doctorate                  Y
## 7308          Asia            Bachelor's                  N
## 7309          Asia              Master's                  N
## 7310          Asia              Master's                  Y
## 7311          Asia              Master's                  N
## 7312          Asia             Doctorate                  N
## 7313          Asia             Doctorate                  Y
## 7314          Asia              Master's                  Y
## 7315          Asia            Bachelor's                  Y
## 7316        Europe             Doctorate                  N
## 7317          Asia             Doctorate                  N
## 7318 North America           High School                  Y
## 7319          Asia            Bachelor's                  Y
## 7320          Asia           High School                  N
## 7321          Asia              Master's                  Y
## 7322          Asia              Master's                  N
## 7323          Asia              Master's                  N
## 7324 South America            Bachelor's                  Y
## 7325        Africa              Master's                  N
## 7326          Asia              Master's                  Y
## 7327          Asia             Doctorate                  N
## 7328        Europe            Bachelor's                  N
## 7329          Asia           High School                  Y
## 7330          Asia              Master's                  Y
## 7331          Asia            Bachelor's                  N
## 7332 North America             Doctorate                  Y
## 7333        Europe             Doctorate                  N
## 7334          Asia              Master's                  Y
## 7335          Asia              Master's                  Y
## 7336          Asia           High School                  Y
## 7337 North America              Master's                  Y
## 7338          Asia            Bachelor's                  Y
## 7339          Asia            Bachelor's                  Y
## 7340          Asia            Bachelor's                  N
## 7341          Asia           High School                  Y
## 7342        Europe            Bachelor's                  Y
## 7343          Asia            Bachelor's                  N
## 7344 North America            Bachelor's                  N
## 7345          Asia           High School                  Y
## 7346        Europe             Doctorate                  Y
## 7347        Europe             Doctorate                  Y
## 7348          Asia             Doctorate                  Y
## 7349        Europe              Master's                  N
## 7350          Asia              Master's                  Y
## 7351          Asia            Bachelor's                  N
## 7352          Asia              Master's                  N
## 7353 North America            Bachelor's                  Y
## 7354          Asia           High School                  Y
## 7355          Asia            Bachelor's                  Y
## 7356          Asia            Bachelor's                  Y
## 7357          Asia            Bachelor's                  Y
## 7358          Asia              Master's                  N
## 7359          Asia            Bachelor's                  N
## 7360          Asia            Bachelor's                  N
## 7361          Asia              Master's                  N
## 7362          Asia             Doctorate                  N
## 7363        Europe            Bachelor's                  N
## 7364          Asia            Bachelor's                  N
## 7365          Asia              Master's                  Y
## 7366 South America            Bachelor's                  Y
## 7367          Asia            Bachelor's                  Y
## 7368          Asia           High School                  N
## 7369          Asia              Master's                  Y
## 7370          Asia              Master's                  N
## 7371       Oceania              Master's                  Y
## 7372          Asia              Master's                  N
## 7373          Asia            Bachelor's                  Y
## 7374          Asia            Bachelor's                  Y
## 7375          Asia              Master's                  N
## 7376 North America              Master's                  Y
## 7377          Asia            Bachelor's                  Y
## 7378          Asia              Master's                  N
## 7379          Asia            Bachelor's                  Y
## 7380          Asia            Bachelor's                  N
## 7381          Asia            Bachelor's                  Y
## 7382        Europe            Bachelor's                  N
## 7383          Asia            Bachelor's                  Y
## 7384          Asia            Bachelor's                  Y
## 7385          Asia            Bachelor's                  Y
## 7386          Asia              Master's                  N
## 7387          Asia            Bachelor's                  N
## 7388 North America           High School                  Y
## 7389          Asia            Bachelor's                  Y
## 7390        Europe              Master's                  N
## 7391 South America             Doctorate                  N
## 7392        Europe             Doctorate                  Y
## 7393 South America             Doctorate                  N
## 7394 North America           High School                  Y
## 7395          Asia              Master's                  Y
## 7396          Asia              Master's                  Y
## 7397 North America           High School                  Y
## 7398          Asia             Doctorate                  Y
## 7399          Asia              Master's                  N
## 7400          Asia            Bachelor's                  N
## 7401          Asia              Master's                  Y
## 7402        Europe              Master's                  Y
## 7403          Asia              Master's                  Y
## 7404          Asia            Bachelor's                  N
## 7405        Europe             Doctorate                  Y
## 7406          Asia            Bachelor's                  N
## 7407          Asia             Doctorate                  N
## 7408          Asia              Master's                  N
## 7409          Asia              Master's                  Y
## 7410          Asia             Doctorate                  Y
## 7411          Asia            Bachelor's                  Y
## 7412          Asia            Bachelor's                  N
## 7413          Asia              Master's                  N
## 7414          Asia              Master's                  Y
## 7415          Asia            Bachelor's                  Y
## 7416          Asia              Master's                  Y
## 7417 North America            Bachelor's                  Y
## 7418          Asia              Master's                  Y
## 7419          Asia           High School                  Y
## 7420          Asia              Master's                  N
## 7421 North America            Bachelor's                  Y
## 7422          Asia              Master's                  Y
## 7423          Asia            Bachelor's                  Y
## 7424          Asia           High School                  N
## 7425          Asia              Master's                  Y
## 7426          Asia           High School                  N
## 7427          Asia            Bachelor's                  N
## 7428          Asia            Bachelor's                  Y
## 7429          Asia            Bachelor's                  Y
## 7430 North America             Doctorate                  Y
## 7431        Africa           High School                  N
## 7432          Asia            Bachelor's                  Y
## 7433          Asia            Bachelor's                  N
## 7434          Asia              Master's                  N
## 7435          Asia             Doctorate                  Y
## 7436 North America            Bachelor's                  N
## 7437          Asia           High School                  N
## 7438          Asia              Master's                  N
## 7439          Asia            Bachelor's                  Y
## 7440          Asia              Master's                  Y
## 7441          Asia              Master's                  N
## 7442 North America              Master's                  N
## 7443          Asia            Bachelor's                  N
## 7444 North America            Bachelor's                  N
## 7445          Asia            Bachelor's                  Y
## 7446        Europe           High School                  Y
## 7447        Europe              Master's                  N
## 7448          Asia              Master's                  N
## 7449          Asia           High School                  Y
## 7450          Asia            Bachelor's                  Y
## 7451          Asia            Bachelor's                  Y
## 7452          Asia            Bachelor's                  N
## 7453          Asia           High School                  Y
## 7454          Asia           High School                  Y
## 7455 North America              Master's                  Y
## 7456        Europe            Bachelor's                  Y
## 7457          Asia             Doctorate                  Y
## 7458          Asia           High School                  Y
## 7459 North America           High School                  N
## 7460          Asia             Doctorate                  N
## 7461          Asia              Master's                  N
## 7462          Asia            Bachelor's                  Y
## 7463 North America            Bachelor's                  N
## 7464          Asia              Master's                  N
## 7465          Asia            Bachelor's                  Y
## 7466          Asia              Master's                  N
## 7467        Europe            Bachelor's                  Y
## 7468        Europe              Master's                  N
## 7469          Asia            Bachelor's                  N
## 7470          Asia            Bachelor's                  Y
## 7471        Europe             Doctorate                  N
## 7472        Europe            Bachelor's                  Y
## 7473          Asia              Master's                  N
## 7474 South America            Bachelor's                  N
## 7475          Asia              Master's                  N
## 7476          Asia            Bachelor's                  N
## 7477          Asia              Master's                  Y
## 7478          Asia              Master's                  Y
## 7479          Asia             Doctorate                  Y
## 7480 North America              Master's                  N
## 7481        Europe              Master's                  Y
## 7482 South America             Doctorate                  N
## 7483          Asia              Master's                  N
## 7484          Asia              Master's                  Y
## 7485          Asia            Bachelor's                  N
## 7486          Asia              Master's                  N
## 7487        Europe             Doctorate                  N
## 7488 South America             Doctorate                  N
## 7489        Europe             Doctorate                  Y
## 7490          Asia            Bachelor's                  Y
## 7491          Asia            Bachelor's                  N
## 7492          Asia            Bachelor's                  Y
## 7493          Asia            Bachelor's                  N
## 7494 North America              Master's                  Y
## 7495 North America            Bachelor's                  Y
## 7496        Europe              Master's                  Y
## 7497        Europe           High School                  Y
## 7498          Asia              Master's                  N
## 7499          Asia              Master's                  N
## 7500        Europe            Bachelor's                  Y
## 7501          Asia              Master's                  N
## 7502          Asia            Bachelor's                  Y
## 7503          Asia           High School                  Y
## 7504 North America           High School                  N
## 7505          Asia           High School                  Y
## 7506 North America            Bachelor's                  N
## 7507          Asia            Bachelor's                  Y
## 7508          Asia            Bachelor's                  Y
## 7509          Asia              Master's                  Y
## 7510          Asia              Master's                  Y
## 7511          Asia             Doctorate                  Y
## 7512          Asia            Bachelor's                  Y
## 7513          Asia            Bachelor's                  Y
## 7514          Asia            Bachelor's                  N
## 7515 South America              Master's                  N
## 7516          Asia            Bachelor's                  Y
## 7517          Asia              Master's                  N
## 7518          Asia              Master's                  N
## 7519          Asia              Master's                  Y
## 7520          Asia            Bachelor's                  Y
## 7521 North America            Bachelor's                  Y
## 7522 North America              Master's                  N
## 7523          Asia            Bachelor's                  Y
## 7524          Asia            Bachelor's                  Y
## 7525          Asia             Doctorate                  N
## 7526 North America              Master's                  N
## 7527 North America            Bachelor's                  Y
## 7528          Asia              Master's                  Y
## 7529        Europe            Bachelor's                  N
## 7530          Asia              Master's                  N
## 7531 North America            Bachelor's                  N
## 7532          Asia              Master's                  N
## 7533          Asia           High School                  N
## 7534 South America           High School                  N
## 7535          Asia            Bachelor's                  Y
## 7536          Asia            Bachelor's                  N
## 7537          Asia              Master's                  Y
## 7538          Asia            Bachelor's                  Y
## 7539          Asia              Master's                  N
## 7540        Europe            Bachelor's                  N
## 7541          Asia            Bachelor's                  Y
## 7542          Asia              Master's                  Y
## 7543        Europe            Bachelor's                  Y
## 7544          Asia            Bachelor's                  Y
## 7545          Asia           High School                  N
## 7546          Asia              Master's                  N
## 7547          Asia           High School                  N
## 7548          Asia            Bachelor's                  Y
## 7549        Europe            Bachelor's                  Y
## 7550 North America            Bachelor's                  Y
## 7551 North America            Bachelor's                  Y
## 7552        Europe            Bachelor's                  Y
## 7553          Asia           High School                  N
## 7554          Asia              Master's                  Y
## 7555          Asia            Bachelor's                  Y
## 7556          Asia           High School                  N
## 7557 North America            Bachelor's                  Y
## 7558          Asia            Bachelor's                  N
## 7559 North America            Bachelor's                  N
## 7560          Asia            Bachelor's                  N
## 7561          Asia           High School                  Y
## 7562        Europe            Bachelor's                  N
## 7563 South America              Master's                  Y
## 7564        Africa              Master's                  Y
## 7565          Asia            Bachelor's                  Y
## 7566          Asia              Master's                  N
## 7567          Asia           High School                  Y
## 7568 North America              Master's                  Y
## 7569          Asia              Master's                  N
## 7570 North America            Bachelor's                  Y
## 7571          Asia              Master's                  N
## 7572        Europe            Bachelor's                  Y
## 7573 South America              Master's                  Y
## 7574 North America            Bachelor's                  Y
## 7575        Europe            Bachelor's                  N
## 7576          Asia            Bachelor's                  Y
## 7577          Asia              Master's                  Y
## 7578          Asia              Master's                  N
## 7579          Asia           High School                  N
## 7580        Europe              Master's                  Y
## 7581          Asia              Master's                  Y
## 7582          Asia            Bachelor's                  Y
## 7583          Asia              Master's                  N
## 7584 South America              Master's                  Y
## 7585          Asia              Master's                  N
## 7586 North America              Master's                  Y
## 7587          Asia              Master's                  N
## 7588          Asia              Master's                  N
## 7589          Asia           High School                  Y
## 7590 North America              Master's                  Y
## 7591          Asia              Master's                  N
## 7592          Asia            Bachelor's                  Y
## 7593          Asia              Master's                  Y
## 7594        Europe            Bachelor's                  N
## 7595 North America              Master's                  N
## 7596          Asia              Master's                  N
## 7597          Asia              Master's                  N
## 7598          Asia            Bachelor's                  Y
## 7599          Asia              Master's                  Y
## 7600          Asia            Bachelor's                  N
## 7601          Asia            Bachelor's                  N
## 7602        Europe              Master's                  N
## 7603          Asia            Bachelor's                  Y
## 7604 North America             Doctorate                  N
## 7605          Asia            Bachelor's                  Y
## 7606          Asia              Master's                  Y
## 7607          Asia              Master's                  Y
## 7608 North America              Master's                  N
## 7609          Asia            Bachelor's                  Y
## 7610 North America            Bachelor's                  Y
## 7611        Europe              Master's                  Y
## 7612          Asia            Bachelor's                  N
## 7613        Europe            Bachelor's                  N
## 7614 South America           High School                  Y
## 7615        Europe              Master's                  N
## 7616          Asia             Doctorate                  Y
## 7617          Asia           High School                  Y
## 7618          Asia            Bachelor's                  N
## 7619          Asia            Bachelor's                  N
## 7620        Africa            Bachelor's                  N
## 7621          Asia              Master's                  Y
## 7622          Asia              Master's                  Y
## 7623          Asia           High School                  Y
## 7624        Europe              Master's                  N
## 7625 North America            Bachelor's                  Y
## 7626 North America              Master's                  Y
## 7627          Asia            Bachelor's                  Y
## 7628          Asia              Master's                  Y
## 7629          Asia           High School                  Y
## 7630          Asia            Bachelor's                  Y
## 7631 North America              Master's                  N
## 7632          Asia              Master's                  Y
## 7633          Asia            Bachelor's                  Y
## 7634 North America              Master's                  Y
## 7635          Asia           High School                  N
## 7636        Europe              Master's                  Y
## 7637          Asia            Bachelor's                  N
## 7638          Asia              Master's                  Y
## 7639        Europe             Doctorate                  Y
## 7640          Asia           High School                  N
## 7641 North America            Bachelor's                  Y
## 7642          Asia            Bachelor's                  Y
## 7643          Asia            Bachelor's                  Y
## 7644          Asia           High School                  Y
## 7645 South America            Bachelor's                  N
## 7646          Asia              Master's                  Y
## 7647        Europe            Bachelor's                  Y
## 7648        Africa              Master's                  Y
## 7649          Asia              Master's                  N
## 7650          Asia           High School                  Y
## 7651          Asia            Bachelor's                  Y
## 7652          Asia              Master's                  Y
## 7653          Asia            Bachelor's                  Y
## 7654          Asia            Bachelor's                  Y
## 7655        Europe             Doctorate                  N
## 7656        Europe              Master's                  Y
## 7657        Africa              Master's                  Y
## 7658          Asia            Bachelor's                  N
## 7659          Asia           High School                  Y
## 7660          Asia            Bachelor's                  Y
## 7661 North America              Master's                  Y
## 7662          Asia             Doctorate                  N
## 7663          Asia            Bachelor's                  Y
## 7664        Africa              Master's                  Y
## 7665        Europe            Bachelor's                  N
## 7666          Asia            Bachelor's                  N
## 7667          Asia           High School                  N
## 7668          Asia            Bachelor's                  N
## 7669          Asia              Master's                  Y
## 7670          Asia            Bachelor's                  Y
## 7671        Europe              Master's                  Y
## 7672          Asia             Doctorate                  N
## 7673          Asia              Master's                  N
## 7674 South America            Bachelor's                  N
## 7675        Europe           High School                  Y
## 7676          Asia              Master's                  Y
## 7677          Asia              Master's                  Y
## 7678          Asia              Master's                  Y
## 7679          Asia              Master's                  N
## 7680          Asia           High School                  Y
## 7681        Africa           High School                  N
## 7682 South America           High School                  Y
## 7683 North America              Master's                  Y
## 7684 South America            Bachelor's                  Y
## 7685          Asia           High School                  Y
## 7686          Asia            Bachelor's                  Y
## 7687          Asia              Master's                  N
## 7688          Asia           High School                  Y
## 7689 North America            Bachelor's                  Y
## 7690          Asia            Bachelor's                  N
## 7691          Asia            Bachelor's                  Y
## 7692          Asia            Bachelor's                  N
## 7693          Asia              Master's                  N
## 7694          Asia            Bachelor's                  N
## 7695          Asia            Bachelor's                  N
## 7696          Asia           High School                  Y
## 7697          Asia           High School                  N
## 7698          Asia           High School                  N
## 7699 North America              Master's                  Y
## 7700          Asia              Master's                  Y
## 7701          Asia            Bachelor's                  Y
## 7702          Asia            Bachelor's                  Y
## 7703          Asia           High School                  Y
## 7704          Asia            Bachelor's                  Y
## 7705          Asia            Bachelor's                  N
## 7706          Asia           High School                  Y
## 7707          Asia            Bachelor's                  N
## 7708          Asia           High School                  Y
## 7709          Asia            Bachelor's                  N
## 7710          Asia             Doctorate                  Y
## 7711          Asia           High School                  Y
## 7712        Europe              Master's                  N
## 7713          Asia              Master's                  N
## 7714          Asia              Master's                  Y
## 7715 South America            Bachelor's                  Y
## 7716          Asia              Master's                  N
## 7717          Asia           High School                  N
## 7718 South America            Bachelor's                  Y
## 7719          Asia            Bachelor's                  Y
## 7720          Asia            Bachelor's                  N
## 7721          Asia            Bachelor's                  Y
## 7722          Asia            Bachelor's                  N
## 7723          Asia             Doctorate                  N
## 7724          Asia              Master's                  Y
## 7725        Europe            Bachelor's                  Y
## 7726          Asia              Master's                  N
## 7727          Asia            Bachelor's                  N
## 7728        Europe            Bachelor's                  Y
## 7729          Asia           High School                  Y
## 7730          Asia            Bachelor's                  Y
## 7731        Europe            Bachelor's                  Y
## 7732          Asia            Bachelor's                  N
## 7733        Europe             Doctorate                  N
## 7734        Europe             Doctorate                  Y
## 7735 North America            Bachelor's                  N
## 7736 North America            Bachelor's                  Y
## 7737          Asia              Master's                  N
## 7738 South America              Master's                  Y
## 7739          Asia              Master's                  N
## 7740          Asia            Bachelor's                  N
## 7741          Asia            Bachelor's                  Y
## 7742 North America              Master's                  Y
## 7743          Asia            Bachelor's                  N
## 7744 South America              Master's                  Y
## 7745          Asia              Master's                  Y
## 7746          Asia            Bachelor's                  Y
## 7747          Asia            Bachelor's                  N
## 7748        Europe              Master's                  Y
## 7749          Asia           High School                  Y
## 7750          Asia              Master's                  Y
## 7751 North America              Master's                  N
## 7752          Asia              Master's                  N
## 7753          Asia           High School                  Y
## 7754        Europe            Bachelor's                  Y
## 7755          Asia           High School                  Y
## 7756          Asia            Bachelor's                  Y
## 7757          Asia            Bachelor's                  Y
## 7758          Asia             Doctorate                  Y
## 7759          Asia              Master's                  Y
## 7760          Asia              Master's                  Y
## 7761          Asia            Bachelor's                  N
## 7762          Asia              Master's                  N
## 7763          Asia              Master's                  Y
## 7764          Asia            Bachelor's                  Y
## 7765          Asia              Master's                  N
## 7766          Asia            Bachelor's                  Y
## 7767        Europe              Master's                  N
## 7768        Europe              Master's                  Y
## 7769          Asia              Master's                  Y
## 7770        Europe              Master's                  Y
## 7771          Asia            Bachelor's                  N
## 7772 North America              Master's                  Y
## 7773 North America            Bachelor's                  Y
## 7774 North America              Master's                  N
## 7775 North America            Bachelor's                  N
## 7776        Europe              Master's                  N
## 7777        Europe             Doctorate                  N
## 7778          Asia             Doctorate                  Y
## 7779          Asia              Master's                  Y
## 7780 North America              Master's                  Y
## 7781 North America             Doctorate                  N
## 7782          Asia              Master's                  N
## 7783          Asia            Bachelor's                  Y
## 7784          Asia              Master's                  Y
## 7785 North America              Master's                  N
## 7786        Europe           High School                  Y
## 7787          Asia              Master's                  Y
## 7788 South America            Bachelor's                  Y
## 7789 North America              Master's                  N
## 7790 North America             Doctorate                  N
## 7791          Asia              Master's                  Y
## 7792          Asia           High School                  Y
## 7793          Asia              Master's                  Y
## 7794        Europe            Bachelor's                  N
## 7795          Asia              Master's                  N
## 7796          Asia              Master's                  Y
## 7797 North America           High School                  Y
## 7798        Europe             Doctorate                  Y
## 7799          Asia            Bachelor's                  Y
## 7800          Asia            Bachelor's                  Y
## 7801          Asia            Bachelor's                  Y
## 7802          Asia              Master's                  Y
## 7803          Asia            Bachelor's                  N
## 7804          Asia           High School                  Y
## 7805          Asia              Master's                  N
## 7806          Asia            Bachelor's                  N
## 7807          Asia            Bachelor's                  Y
## 7808          Asia              Master's                  Y
## 7809          Asia           High School                  N
## 7810          Asia              Master's                  N
## 7811          Asia           High School                  N
## 7812          Asia            Bachelor's                  Y
## 7813 North America            Bachelor's                  N
## 7814          Asia              Master's                  Y
## 7815          Asia            Bachelor's                  Y
## 7816          Asia           High School                  N
## 7817        Europe              Master's                  Y
## 7818          Asia              Master's                  N
## 7819          Asia              Master's                  N
## 7820          Asia            Bachelor's                  N
## 7821          Asia            Bachelor's                  Y
## 7822          Asia              Master's                  Y
## 7823          Asia            Bachelor's                  Y
## 7824       Oceania              Master's                  N
## 7825          Asia            Bachelor's                  N
## 7826          Asia            Bachelor's                  Y
## 7827          Asia            Bachelor's                  N
## 7828          Asia              Master's                  N
## 7829          Asia           High School                  Y
## 7830          Asia              Master's                  N
## 7831          Asia             Doctorate                  Y
## 7832          Asia             Doctorate                  N
## 7833          Asia            Bachelor's                  Y
## 7834          Asia            Bachelor's                  N
## 7835 North America              Master's                  N
## 7836          Asia              Master's                  Y
## 7837        Europe              Master's                  Y
## 7838 North America              Master's                  Y
## 7839          Asia            Bachelor's                  Y
## 7840        Europe              Master's                  N
## 7841          Asia              Master's                  Y
## 7842          Asia           High School                  Y
## 7843          Asia            Bachelor's                  Y
## 7844          Asia              Master's                  Y
## 7845          Asia            Bachelor's                  Y
## 7846          Asia              Master's                  Y
## 7847 North America             Doctorate                  Y
## 7848          Asia              Master's                  Y
## 7849          Asia            Bachelor's                  N
## 7850 North America              Master's                  Y
## 7851        Europe           High School                  Y
## 7852          Asia              Master's                  N
## 7853 North America            Bachelor's                  Y
## 7854          Asia           High School                  Y
## 7855          Asia              Master's                  Y
## 7856          Asia            Bachelor's                  N
## 7857        Europe              Master's                  Y
## 7858       Oceania            Bachelor's                  Y
## 7859          Asia           High School                  Y
## 7860          Asia            Bachelor's                  Y
## 7861          Asia            Bachelor's                  Y
## 7862          Asia           High School                  Y
## 7863          Asia              Master's                  Y
## 7864          Asia              Master's                  N
## 7865          Asia            Bachelor's                  N
## 7866          Asia             Doctorate                  N
## 7867          Asia            Bachelor's                  Y
## 7868          Asia            Bachelor's                  N
## 7869          Asia           High School                  Y
## 7870          Asia             Doctorate                  Y
## 7871 North America            Bachelor's                  Y
## 7872          Asia           High School                  Y
## 7873 North America            Bachelor's                  Y
## 7874          Asia              Master's                  N
## 7875          Asia              Master's                  Y
## 7876 North America              Master's                  N
## 7877          Asia           High School                  N
## 7878          Asia            Bachelor's                  Y
## 7879          Asia              Master's                  N
## 7880          Asia           High School                  N
## 7881          Asia            Bachelor's                  N
## 7882       Oceania            Bachelor's                  N
## 7883          Asia              Master's                  Y
## 7884        Europe            Bachelor's                  N
## 7885          Asia            Bachelor's                  Y
## 7886        Europe              Master's                  Y
## 7887        Europe             Doctorate                  Y
## 7888          Asia             Doctorate                  Y
## 7889        Europe              Master's                  Y
## 7890          Asia              Master's                  Y
## 7891          Asia           High School                  Y
## 7892 North America              Master's                  Y
## 7893        Europe            Bachelor's                  N
## 7894          Asia            Bachelor's                  N
## 7895          Asia            Bachelor's                  N
## 7896          Asia              Master's                  N
## 7897          Asia              Master's                  Y
## 7898          Asia             Doctorate                  N
## 7899          Asia            Bachelor's                  N
## 7900        Europe           High School                  N
## 7901        Europe            Bachelor's                  Y
## 7902          Asia              Master's                  Y
## 7903          Asia            Bachelor's                  Y
## 7904          Asia           High School                  N
## 7905          Asia              Master's                  N
## 7906          Asia            Bachelor's                  N
## 7907        Europe            Bachelor's                  Y
## 7908 North America              Master's                  N
## 7909          Asia           High School                  N
## 7910 South America           High School                  N
## 7911          Asia            Bachelor's                  Y
## 7912 North America              Master's                  N
## 7913          Asia            Bachelor's                  N
## 7914          Asia           High School                  Y
## 7915          Asia            Bachelor's                  N
## 7916          Asia              Master's                  Y
## 7917          Asia            Bachelor's                  Y
## 7918          Asia            Bachelor's                  N
## 7919        Europe            Bachelor's                  Y
## 7920 North America             Doctorate                  Y
## 7921          Asia            Bachelor's                  Y
## 7922          Asia            Bachelor's                  Y
## 7923          Asia              Master's                  Y
## 7924 South America              Master's                  N
## 7925        Europe            Bachelor's                  Y
## 7926 North America              Master's                  Y
## 7927          Asia            Bachelor's                  Y
## 7928          Asia              Master's                  Y
## 7929          Asia             Doctorate                  N
## 7930        Europe            Bachelor's                  Y
## 7931 North America              Master's                  Y
## 7932          Asia              Master's                  N
## 7933          Asia            Bachelor's                  Y
## 7934          Asia            Bachelor's                  N
## 7935          Asia            Bachelor's                  N
## 7936        Europe           High School                  Y
## 7937          Asia              Master's                  N
## 7938        Europe              Master's                  Y
## 7939          Asia            Bachelor's                  Y
## 7940 South America            Bachelor's                  N
## 7941 North America            Bachelor's                  N
## 7942          Asia              Master's                  N
## 7943          Asia            Bachelor's                  N
## 7944          Asia            Bachelor's                  N
## 7945          Asia             Doctorate                  Y
## 7946        Europe              Master's                  Y
## 7947          Asia             Doctorate                  Y
## 7948          Asia            Bachelor's                  Y
## 7949          Asia              Master's                  N
## 7950 North America              Master's                  Y
## 7951          Asia              Master's                  N
## 7952          Asia            Bachelor's                  Y
## 7953          Asia            Bachelor's                  N
## 7954          Asia            Bachelor's                  N
## 7955        Europe            Bachelor's                  Y
## 7956          Asia              Master's                  Y
## 7957        Africa            Bachelor's                  N
## 7958          Asia            Bachelor's                  Y
## 7959          Asia              Master's                  Y
## 7960          Asia           High School                  N
## 7961          Asia              Master's                  Y
## 7962          Asia              Master's                  Y
## 7963          Asia            Bachelor's                  Y
## 7964        Africa              Master's                  Y
## 7965          Asia            Bachelor's                  Y
## 7966          Asia           High School                  Y
## 7967        Europe             Doctorate                  N
## 7968          Asia             Doctorate                  Y
## 7969          Asia            Bachelor's                  N
## 7970          Asia            Bachelor's                  Y
## 7971 North America            Bachelor's                  Y
## 7972          Asia           High School                  Y
## 7973          Asia            Bachelor's                  Y
## 7974          Asia           High School                  N
## 7975          Asia            Bachelor's                  Y
## 7976        Europe             Doctorate                  N
## 7977        Europe           High School                  N
## 7978        Europe             Doctorate                  N
## 7979 North America           High School                  Y
## 7980          Asia            Bachelor's                  Y
## 7981          Asia             Doctorate                  N
## 7982          Asia              Master's                  Y
## 7983          Asia              Master's                  N
## 7984          Asia              Master's                  Y
## 7985          Asia           High School                  Y
## 7986          Asia            Bachelor's                  N
## 7987          Asia              Master's                  Y
## 7988        Europe             Doctorate                  Y
## 7989 North America            Bachelor's                  N
## 7990 North America              Master's                  Y
## 7991 North America            Bachelor's                  N
## 7992        Europe           High School                  N
## 7993        Europe             Doctorate                  Y
## 7994          Asia            Bachelor's                  N
## 7995 North America              Master's                  N
## 7996          Asia              Master's                  Y
## 7997          Asia            Bachelor's                  Y
## 7998          Asia            Bachelor's                  Y
## 7999 North America              Master's                  N
## 8000        Europe            Bachelor's                  Y
## 8001 South America            Bachelor's                  N
## 8002          Asia              Master's                  Y
## 8003          Asia              Master's                  N
## 8004          Asia              Master's                  Y
## 8005          Asia            Bachelor's                  N
## 8006          Asia             Doctorate                  N
## 8007        Europe            Bachelor's                  N
## 8008        Europe            Bachelor's                  Y
## 8009 North America              Master's                  N
## 8010          Asia           High School                  Y
## 8011          Asia            Bachelor's                  Y
## 8012          Asia            Bachelor's                  N
## 8013          Asia            Bachelor's                  N
## 8014          Asia            Bachelor's                  N
## 8015          Asia              Master's                  Y
## 8016          Asia             Doctorate                  N
## 8017        Europe              Master's                  Y
## 8018          Asia            Bachelor's                  Y
## 8019          Asia              Master's                  N
## 8020          Asia              Master's                  Y
## 8021          Asia              Master's                  Y
## 8022        Europe             Doctorate                  N
## 8023          Asia           High School                  Y
## 8024          Asia            Bachelor's                  N
## 8025          Asia              Master's                  Y
## 8026          Asia              Master's                  Y
## 8027        Europe            Bachelor's                  N
## 8028          Asia              Master's                  N
## 8029          Asia              Master's                  N
## 8030          Asia              Master's                  Y
## 8031       Oceania            Bachelor's                  N
## 8032        Europe             Doctorate                  N
## 8033          Asia            Bachelor's                  N
## 8034          Asia            Bachelor's                  N
## 8035          Asia            Bachelor's                  Y
## 8036          Asia              Master's                  Y
## 8037        Africa            Bachelor's                  Y
## 8038          Asia            Bachelor's                  Y
## 8039       Oceania           High School                  Y
## 8040 North America              Master's                  Y
## 8041          Asia              Master's                  N
## 8042          Asia            Bachelor's                  Y
## 8043          Asia            Bachelor's                  N
## 8044          Asia            Bachelor's                  N
## 8045          Asia           High School                  Y
## 8046          Asia            Bachelor's                  N
## 8047          Asia            Bachelor's                  Y
## 8048          Asia              Master's                  N
## 8049          Asia            Bachelor's                  Y
## 8050          Asia            Bachelor's                  Y
## 8051        Europe              Master's                  Y
## 8052          Asia            Bachelor's                  Y
## 8053        Europe             Doctorate                  Y
## 8054          Asia              Master's                  Y
## 8055        Europe           High School                  Y
## 8056        Europe            Bachelor's                  N
## 8057          Asia              Master's                  N
## 8058          Asia              Master's                  N
## 8059          Asia            Bachelor's                  N
## 8060          Asia           High School                  Y
## 8061          Asia              Master's                  Y
## 8062          Asia              Master's                  Y
## 8063          Asia           High School                  Y
## 8064          Asia            Bachelor's                  N
## 8065          Asia           High School                  Y
## 8066          Asia           High School                  Y
## 8067          Asia            Bachelor's                  Y
## 8068        Europe              Master's                  N
## 8069          Asia            Bachelor's                  Y
## 8070          Asia              Master's                  N
## 8071          Asia              Master's                  Y
## 8072        Europe             Doctorate                  N
## 8073          Asia            Bachelor's                  Y
## 8074        Europe              Master's                  N
## 8075 North America              Master's                  Y
## 8076        Africa             Doctorate                  N
## 8077          Asia              Master's                  Y
## 8078          Asia            Bachelor's                  Y
## 8079        Europe             Doctorate                  N
## 8080          Asia              Master's                  N
## 8081          Asia              Master's                  Y
## 8082          Asia              Master's                  Y
## 8083        Europe              Master's                  Y
## 8084          Asia            Bachelor's                  N
## 8085        Europe           High School                  N
## 8086          Asia            Bachelor's                  Y
## 8087 North America              Master's                  N
## 8088        Europe              Master's                  Y
## 8089          Asia              Master's                  N
## 8090          Asia           High School                  Y
## 8091 North America            Bachelor's                  Y
## 8092          Asia              Master's                  Y
## 8093 North America            Bachelor's                  N
## 8094        Europe              Master's                  Y
## 8095 North America            Bachelor's                  N
## 8096          Asia           High School                  Y
## 8097 North America              Master's                  Y
## 8098 North America              Master's                  Y
## 8099          Asia             Doctorate                  N
## 8100        Europe              Master's                  N
## 8101 North America            Bachelor's                  Y
## 8102          Asia            Bachelor's                  Y
## 8103          Asia              Master's                  N
## 8104          Asia           High School                  Y
## 8105          Asia            Bachelor's                  Y
## 8106          Asia            Bachelor's                  Y
## 8107          Asia            Bachelor's                  N
## 8108 North America           High School                  Y
## 8109          Asia              Master's                  Y
## 8110          Asia              Master's                  Y
## 8111 North America              Master's                  N
## 8112          Asia              Master's                  N
## 8113          Asia            Bachelor's                  Y
## 8114          Asia           High School                  Y
## 8115          Asia              Master's                  Y
## 8116          Asia           High School                  N
## 8117          Asia              Master's                  Y
## 8118          Asia            Bachelor's                  Y
## 8119          Asia            Bachelor's                  Y
## 8120          Asia              Master's                  N
## 8121        Europe             Doctorate                  Y
## 8122          Asia             Doctorate                  N
## 8123        Europe              Master's                  Y
## 8124        Africa           High School                  Y
## 8125          Asia            Bachelor's                  N
## 8126        Europe            Bachelor's                  Y
## 8127          Asia            Bachelor's                  Y
## 8128        Europe            Bachelor's                  N
## 8129 North America            Bachelor's                  Y
## 8130          Asia            Bachelor's                  Y
## 8131 North America              Master's                  N
## 8132          Asia            Bachelor's                  Y
## 8133          Asia            Bachelor's                  N
## 8134          Asia              Master's                  N
## 8135          Asia           High School                  Y
## 8136          Asia              Master's                  Y
## 8137          Asia              Master's                  Y
## 8138 North America              Master's                  N
## 8139          Asia            Bachelor's                  N
## 8140          Asia            Bachelor's                  Y
## 8141          Asia             Doctorate                  Y
## 8142          Asia              Master's                  Y
## 8143          Asia            Bachelor's                  N
## 8144 North America              Master's                  N
## 8145          Asia            Bachelor's                  Y
## 8146 North America              Master's                  Y
## 8147 North America              Master's                  N
## 8148 North America              Master's                  Y
## 8149          Asia            Bachelor's                  Y
## 8150        Africa            Bachelor's                  Y
## 8151 North America            Bachelor's                  Y
## 8152          Asia              Master's                  N
## 8153          Asia            Bachelor's                  Y
## 8154          Asia              Master's                  N
## 8155       Oceania              Master's                  N
## 8156          Asia              Master's                  N
## 8157        Europe              Master's                  Y
## 8158        Europe              Master's                  N
## 8159 North America              Master's                  N
## 8160          Asia            Bachelor's                  Y
## 8161        Europe              Master's                  Y
## 8162          Asia             Doctorate                  Y
## 8163 North America              Master's                  Y
## 8164          Asia              Master's                  Y
## 8165          Asia            Bachelor's                  N
## 8166 North America             Doctorate                  Y
## 8167          Asia            Bachelor's                  N
## 8168          Asia              Master's                  N
## 8169          Asia              Master's                  N
## 8170        Europe              Master's                  N
## 8171          Asia              Master's                  N
## 8172          Asia            Bachelor's                  Y
## 8173          Asia            Bachelor's                  N
## 8174          Asia            Bachelor's                  Y
## 8175        Europe            Bachelor's                  N
## 8176          Asia              Master's                  Y
## 8177          Asia            Bachelor's                  N
## 8178        Europe              Master's                  N
## 8179          Asia              Master's                  N
## 8180          Asia              Master's                  Y
## 8181          Asia           High School                  Y
## 8182          Asia              Master's                  Y
## 8183          Asia              Master's                  Y
## 8184          Asia            Bachelor's                  N
## 8185 North America              Master's                  N
## 8186          Asia             Doctorate                  N
## 8187          Asia            Bachelor's                  Y
## 8188 North America             Doctorate                  Y
## 8189          Asia            Bachelor's                  Y
## 8190          Asia            Bachelor's                  Y
## 8191          Asia              Master's                  Y
## 8192          Asia              Master's                  Y
## 8193          Asia            Bachelor's                  N
## 8194          Asia            Bachelor's                  Y
## 8195          Asia            Bachelor's                  N
## 8196          Asia              Master's                  Y
## 8197          Asia              Master's                  N
## 8198 North America              Master's                  N
## 8199       Oceania           High School                  Y
## 8200          Asia              Master's                  Y
## 8201          Asia            Bachelor's                  Y
## 8202        Africa           High School                  N
## 8203 South America             Doctorate                  Y
## 8204          Asia           High School                  N
## 8205          Asia           High School                  Y
## 8206 North America           High School                  Y
## 8207          Asia              Master's                  Y
## 8208 North America           High School                  Y
## 8209          Asia           High School                  N
## 8210          Asia            Bachelor's                  Y
## 8211 North America           High School                  Y
## 8212        Europe             Doctorate                  N
## 8213          Asia            Bachelor's                  N
## 8214 South America              Master's                  Y
## 8215        Europe            Bachelor's                  Y
## 8216          Asia           High School                  Y
## 8217          Asia              Master's                  N
## 8218          Asia            Bachelor's                  Y
## 8219          Asia              Master's                  Y
## 8220          Asia              Master's                  Y
## 8221          Asia              Master's                  Y
## 8222          Asia             Doctorate                  Y
## 8223          Asia            Bachelor's                  Y
## 8224          Asia              Master's                  N
## 8225          Asia            Bachelor's                  N
## 8226          Asia            Bachelor's                  Y
## 8227        Africa              Master's                  N
## 8228        Europe              Master's                  Y
## 8229          Asia            Bachelor's                  Y
## 8230 North America              Master's                  Y
## 8231          Asia              Master's                  N
## 8232          Asia            Bachelor's                  Y
## 8233        Europe            Bachelor's                  Y
## 8234 South America            Bachelor's                  Y
## 8235          Asia            Bachelor's                  Y
## 8236          Asia              Master's                  Y
## 8237        Europe             Doctorate                  N
## 8238          Asia              Master's                  Y
## 8239          Asia              Master's                  Y
## 8240          Asia              Master's                  Y
## 8241 South America              Master's                  Y
## 8242          Asia              Master's                  Y
## 8243          Asia              Master's                  N
## 8244          Asia            Bachelor's                  Y
## 8245          Asia            Bachelor's                  N
## 8246          Asia              Master's                  N
## 8247          Asia            Bachelor's                  Y
## 8248        Europe            Bachelor's                  Y
## 8249          Asia              Master's                  N
## 8250          Asia              Master's                  Y
## 8251          Asia             Doctorate                  Y
## 8252          Asia           High School                  Y
## 8253          Asia             Doctorate                  Y
## 8254          Asia            Bachelor's                  N
## 8255          Asia              Master's                  N
## 8256          Asia              Master's                  Y
## 8257 North America            Bachelor's                  Y
## 8258          Asia              Master's                  Y
## 8259          Asia           High School                  Y
## 8260          Asia              Master's                  Y
## 8261          Asia            Bachelor's                  Y
## 8262          Asia           High School                  Y
## 8263          Asia              Master's                  Y
## 8264          Asia              Master's                  N
## 8265          Asia              Master's                  Y
## 8266          Asia              Master's                  N
## 8267          Asia              Master's                  Y
## 8268          Asia            Bachelor's                  Y
## 8269          Asia              Master's                  Y
## 8270          Asia            Bachelor's                  Y
## 8271          Asia            Bachelor's                  Y
## 8272 North America              Master's                  Y
## 8273 South America              Master's                  Y
## 8274        Europe           High School                  Y
## 8275 North America            Bachelor's                  Y
## 8276          Asia              Master's                  Y
## 8277          Asia           High School                  Y
## 8278          Asia              Master's                  Y
## 8279          Asia              Master's                  Y
## 8280          Asia            Bachelor's                  Y
## 8281        Europe             Doctorate                  Y
## 8282          Asia            Bachelor's                  Y
## 8283          Asia            Bachelor's                  N
## 8284        Europe              Master's                  Y
## 8285        Europe             Doctorate                  N
## 8286          Asia              Master's                  N
## 8287        Europe             Doctorate                  N
## 8288        Europe           High School                  Y
## 8289        Europe            Bachelor's                  N
## 8290          Asia            Bachelor's                  Y
## 8291        Europe             Doctorate                  Y
## 8292          Asia              Master's                  N
## 8293          Asia           High School                  N
## 8294          Asia              Master's                  Y
## 8295          Asia            Bachelor's                  Y
## 8296          Asia              Master's                  N
## 8297          Asia            Bachelor's                  Y
## 8298        Europe              Master's                  Y
## 8299          Asia              Master's                  Y
## 8300        Europe            Bachelor's                  N
## 8301          Asia              Master's                  Y
## 8302          Asia              Master's                  N
## 8303          Asia           High School                  Y
## 8304        Europe              Master's                  Y
## 8305 North America              Master's                  N
## 8306        Europe            Bachelor's                  N
## 8307          Asia            Bachelor's                  N
## 8308        Europe             Doctorate                  N
## 8309          Asia             Doctorate                  Y
## 8310        Europe             Doctorate                  Y
## 8311        Europe            Bachelor's                  N
## 8312          Asia              Master's                  Y
## 8313 North America              Master's                  Y
## 8314        Europe           High School                  N
## 8315          Asia            Bachelor's                  Y
## 8316          Asia            Bachelor's                  Y
## 8317          Asia           High School                  N
## 8318          Asia           High School                  Y
## 8319          Asia           High School                  N
## 8320 South America              Master's                  Y
## 8321          Asia             Doctorate                  N
## 8322          Asia            Bachelor's                  Y
## 8323          Asia            Bachelor's                  Y
## 8324          Asia           High School                  Y
## 8325       Oceania           High School                  Y
## 8326          Asia              Master's                  Y
## 8327          Asia            Bachelor's                  N
## 8328 North America            Bachelor's                  Y
## 8329          Asia            Bachelor's                  Y
## 8330        Africa             Doctorate                  Y
## 8331          Asia              Master's                  N
## 8332          Asia              Master's                  Y
## 8333          Asia              Master's                  Y
## 8334          Asia            Bachelor's                  N
## 8335          Asia            Bachelor's                  Y
## 8336          Asia              Master's                  N
## 8337          Asia              Master's                  N
## 8338          Asia            Bachelor's                  N
## 8339          Asia              Master's                  N
## 8340          Asia            Bachelor's                  Y
## 8341          Asia            Bachelor's                  Y
## 8342          Asia            Bachelor's                  N
## 8343        Europe              Master's                  N
## 8344 North America             Doctorate                  Y
## 8345        Europe            Bachelor's                  Y
## 8346          Asia              Master's                  N
## 8347          Asia              Master's                  Y
## 8348          Asia            Bachelor's                  Y
## 8349          Asia           High School                  N
## 8350          Asia            Bachelor's                  Y
## 8351 North America           High School                  N
## 8352        Europe            Bachelor's                  Y
## 8353          Asia              Master's                  Y
## 8354          Asia           High School                  N
## 8355          Asia              Master's                  Y
## 8356 South America              Master's                  Y
## 8357        Europe             Doctorate                  N
## 8358          Asia             Doctorate                  N
## 8359          Asia            Bachelor's                  Y
## 8360          Asia            Bachelor's                  Y
## 8361          Asia              Master's                  Y
## 8362          Asia           High School                  N
## 8363        Europe             Doctorate                  Y
## 8364          Asia            Bachelor's                  Y
## 8365          Asia           High School                  Y
## 8366 South America           High School                  N
## 8367          Asia              Master's                  N
## 8368 North America             Doctorate                  Y
## 8369        Europe              Master's                  N
## 8370          Asia              Master's                  N
## 8371        Europe              Master's                  N
## 8372          Asia            Bachelor's                  Y
## 8373          Asia            Bachelor's                  Y
## 8374 North America            Bachelor's                  Y
## 8375          Asia              Master's                  N
## 8376          Asia           High School                  Y
## 8377          Asia            Bachelor's                  Y
## 8378          Asia              Master's                  Y
## 8379        Europe            Bachelor's                  N
## 8380        Europe           High School                  Y
## 8381          Asia            Bachelor's                  Y
## 8382          Asia            Bachelor's                  Y
## 8383          Asia              Master's                  Y
## 8384        Europe           High School                  N
## 8385          Asia           High School                  N
## 8386          Asia           High School                  N
## 8387 South America             Doctorate                  Y
## 8388          Asia              Master's                  Y
## 8389          Asia            Bachelor's                  Y
## 8390          Asia            Bachelor's                  Y
## 8391        Europe            Bachelor's                  N
## 8392        Europe            Bachelor's                  N
## 8393          Asia            Bachelor's                  Y
## 8394          Asia           High School                  Y
## 8395          Asia              Master's                  Y
## 8396          Asia            Bachelor's                  Y
## 8397          Asia              Master's                  Y
## 8398          Asia            Bachelor's                  Y
## 8399          Asia              Master's                  N
## 8400          Asia              Master's                  Y
## 8401          Asia           High School                  Y
## 8402        Europe              Master's                  N
## 8403          Asia           High School                  N
## 8404          Asia              Master's                  N
## 8405        Africa              Master's                  N
## 8406          Asia           High School                  N
## 8407 South America            Bachelor's                  N
## 8408          Asia           High School                  N
## 8409          Asia              Master's                  Y
## 8410          Asia              Master's                  Y
## 8411          Asia            Bachelor's                  N
## 8412          Asia            Bachelor's                  Y
## 8413          Asia            Bachelor's                  N
## 8414          Asia           High School                  Y
## 8415          Asia            Bachelor's                  Y
## 8416          Asia            Bachelor's                  Y
## 8417 North America           High School                  Y
## 8418        Europe           High School                  Y
## 8419 North America              Master's                  Y
## 8420 North America              Master's                  Y
## 8421        Europe             Doctorate                  N
## 8422 North America           High School                  N
## 8423          Asia            Bachelor's                  Y
## 8424          Asia            Bachelor's                  N
## 8425          Asia              Master's                  N
## 8426          Asia              Master's                  Y
## 8427          Asia            Bachelor's                  Y
## 8428          Asia            Bachelor's                  Y
## 8429          Asia              Master's                  Y
## 8430 North America              Master's                  Y
## 8431          Asia            Bachelor's                  N
## 8432          Asia             Doctorate                  N
## 8433 North America            Bachelor's                  N
## 8434          Asia             Doctorate                  Y
## 8435        Europe            Bachelor's                  N
## 8436        Europe           High School                  Y
## 8437          Asia            Bachelor's                  Y
## 8438          Asia              Master's                  Y
## 8439          Asia           High School                  Y
## 8440        Europe              Master's                  Y
## 8441          Asia           High School                  N
## 8442          Asia              Master's                  N
## 8443          Asia            Bachelor's                  Y
## 8444          Asia            Bachelor's                  Y
## 8445        Europe            Bachelor's                  N
## 8446          Asia              Master's                  N
## 8447 North America              Master's                  Y
## 8448        Europe            Bachelor's                  N
## 8449       Oceania             Doctorate                  N
## 8450          Asia              Master's                  Y
## 8451          Asia              Master's                  Y
## 8452          Asia            Bachelor's                  N
## 8453        Europe            Bachelor's                  Y
## 8454          Asia            Bachelor's                  Y
## 8455          Asia              Master's                  Y
## 8456          Asia            Bachelor's                  Y
## 8457          Asia              Master's                  N
## 8458 North America             Doctorate                  N
## 8459          Asia            Bachelor's                  Y
## 8460          Asia              Master's                  Y
## 8461        Europe             Doctorate                  N
## 8462        Europe              Master's                  Y
## 8463 South America              Master's                  Y
## 8464          Asia            Bachelor's                  N
## 8465 North America           High School                  Y
## 8466          Asia              Master's                  Y
## 8467          Asia           High School                  N
## 8468          Asia            Bachelor's                  Y
## 8469          Asia            Bachelor's                  Y
## 8470          Asia            Bachelor's                  Y
## 8471 North America              Master's                  N
## 8472        Europe              Master's                  Y
## 8473          Asia              Master's                  N
## 8474          Asia           High School                  Y
## 8475          Asia             Doctorate                  N
## 8476          Asia            Bachelor's                  N
## 8477        Europe              Master's                  Y
## 8478        Europe            Bachelor's                  Y
## 8479          Asia            Bachelor's                  Y
## 8480        Africa             Doctorate                  Y
## 8481          Asia            Bachelor's                  Y
## 8482          Asia              Master's                  Y
## 8483        Europe             Doctorate                  N
## 8484 North America           High School                  N
## 8485          Asia            Bachelor's                  N
## 8486        Europe             Doctorate                  N
## 8487          Asia           High School                  Y
## 8488          Asia            Bachelor's                  N
## 8489          Asia           High School                  Y
## 8490 North America            Bachelor's                  Y
## 8491          Asia            Bachelor's                  N
## 8492 North America            Bachelor's                  Y
## 8493          Asia              Master's                  N
## 8494 South America            Bachelor's                  N
## 8495          Asia              Master's                  Y
## 8496          Asia            Bachelor's                  N
## 8497          Asia             Doctorate                  Y
## 8498          Asia              Master's                  N
## 8499        Europe              Master's                  Y
## 8500          Asia           High School                  N
## 8501 North America            Bachelor's                  N
## 8502 North America            Bachelor's                  N
## 8503 North America              Master's                  N
## 8504          Asia            Bachelor's                  Y
## 8505          Asia            Bachelor's                  Y
## 8506        Europe             Doctorate                  Y
## 8507 North America              Master's                  N
## 8508          Asia            Bachelor's                  N
## 8509          Asia            Bachelor's                  Y
## 8510          Asia              Master's                  Y
## 8511        Africa           High School                  Y
## 8512          Asia            Bachelor's                  Y
## 8513          Asia            Bachelor's                  Y
## 8514          Asia              Master's                  Y
## 8515 North America              Master's                  Y
## 8516          Asia            Bachelor's                  Y
## 8517          Asia              Master's                  Y
## 8518          Asia            Bachelor's                  N
## 8519          Asia              Master's                  Y
## 8520 North America            Bachelor's                  N
## 8521 North America            Bachelor's                  N
## 8522          Asia            Bachelor's                  Y
## 8523          Asia            Bachelor's                  Y
## 8524          Asia            Bachelor's                  N
## 8525          Asia            Bachelor's                  Y
## 8526          Asia            Bachelor's                  N
## 8527          Asia            Bachelor's                  N
## 8528          Asia            Bachelor's                  N
## 8529          Asia              Master's                  Y
## 8530 North America            Bachelor's                  Y
## 8531        Europe              Master's                  Y
## 8532          Asia              Master's                  Y
## 8533          Asia           High School                  N
## 8534          Asia           High School                  Y
## 8535        Europe             Doctorate                  N
## 8536          Asia           High School                  N
## 8537          Asia            Bachelor's                  N
## 8538          Asia              Master's                  Y
## 8539 North America              Master's                  N
## 8540          Asia            Bachelor's                  Y
## 8541        Europe            Bachelor's                  Y
## 8542          Asia            Bachelor's                  Y
## 8543          Asia            Bachelor's                  Y
## 8544        Europe              Master's                  Y
## 8545        Europe            Bachelor's                  Y
## 8546          Asia           High School                  Y
## 8547          Asia            Bachelor's                  Y
## 8548          Asia            Bachelor's                  Y
## 8549        Europe             Doctorate                  Y
## 8550        Europe              Master's                  Y
## 8551          Asia            Bachelor's                  Y
## 8552          Asia              Master's                  Y
## 8553          Asia            Bachelor's                  Y
## 8554          Asia            Bachelor's                  Y
## 8555          Asia            Bachelor's                  N
## 8556          Asia            Bachelor's                  Y
## 8557          Asia            Bachelor's                  Y
## 8558          Asia              Master's                  N
## 8559          Asia              Master's                  Y
## 8560 North America            Bachelor's                  Y
## 8561          Asia              Master's                  Y
## 8562 North America              Master's                  N
## 8563        Europe             Doctorate                  Y
## 8564          Asia            Bachelor's                  Y
## 8565          Asia              Master's                  Y
## 8566 South America              Master's                  Y
## 8567          Asia            Bachelor's                  Y
## 8568          Asia            Bachelor's                  N
## 8569          Asia              Master's                  N
## 8570        Europe            Bachelor's                  N
## 8571 North America           High School                  Y
## 8572          Asia            Bachelor's                  Y
## 8573          Asia            Bachelor's                  Y
## 8574          Asia              Master's                  N
## 8575          Asia            Bachelor's                  N
## 8576          Asia              Master's                  N
## 8577        Africa              Master's                  N
## 8578          Asia              Master's                  Y
## 8579          Asia            Bachelor's                  Y
## 8580          Asia           High School                  Y
## 8581          Asia              Master's                  Y
## 8582          Asia              Master's                  Y
## 8583 North America            Bachelor's                  Y
## 8584          Asia              Master's                  Y
## 8585          Asia              Master's                  Y
## 8586        Europe            Bachelor's                  N
## 8587          Asia            Bachelor's                  Y
## 8588          Asia            Bachelor's                  Y
## 8589          Asia              Master's                  Y
## 8590          Asia             Doctorate                  N
## 8591          Asia            Bachelor's                  N
## 8592          Asia              Master's                  N
## 8593          Asia           High School                  Y
## 8594          Asia            Bachelor's                  N
## 8595          Asia            Bachelor's                  N
## 8596 North America              Master's                  N
## 8597          Asia           High School                  Y
## 8598          Asia              Master's                  N
## 8599          Asia            Bachelor's                  N
## 8600          Asia            Bachelor's                  N
## 8601          Asia              Master's                  Y
## 8602        Africa            Bachelor's                  N
## 8603          Asia            Bachelor's                  N
## 8604 North America            Bachelor's                  Y
## 8605          Asia              Master's                  Y
## 8606          Asia              Master's                  N
## 8607          Asia           High School                  Y
## 8608        Europe              Master's                  Y
## 8609          Asia              Master's                  Y
## 8610          Asia              Master's                  N
## 8611          Asia            Bachelor's                  Y
## 8612          Asia            Bachelor's                  Y
## 8613          Asia            Bachelor's                  Y
## 8614          Asia            Bachelor's                  Y
## 8615          Asia              Master's                  Y
## 8616          Asia             Doctorate                  Y
## 8617          Asia            Bachelor's                  Y
## 8618          Asia              Master's                  Y
## 8619 North America            Bachelor's                  N
## 8620          Asia            Bachelor's                  N
## 8621        Europe              Master's                  N
## 8622          Asia              Master's                  N
## 8623          Asia              Master's                  Y
## 8624 South America            Bachelor's                  N
## 8625          Asia           High School                  Y
## 8626          Asia              Master's                  N
## 8627        Europe            Bachelor's                  Y
## 8628 North America              Master's                  N
## 8629          Asia            Bachelor's                  N
## 8630          Asia              Master's                  N
## 8631 North America            Bachelor's                  N
## 8632        Europe              Master's                  N
## 8633          Asia              Master's                  N
## 8634          Asia              Master's                  Y
## 8635          Asia            Bachelor's                  Y
## 8636          Asia           High School                  Y
## 8637          Asia              Master's                  N
## 8638          Asia            Bachelor's                  Y
## 8639          Asia              Master's                  Y
## 8640        Europe              Master's                  N
## 8641          Asia              Master's                  N
## 8642          Asia              Master's                  Y
## 8643          Asia              Master's                  Y
## 8644          Asia            Bachelor's                  N
## 8645          Asia           High School                  N
## 8646          Asia            Bachelor's                  N
## 8647          Asia              Master's                  N
## 8648 South America              Master's                  N
## 8649          Asia             Doctorate                  N
## 8650          Asia            Bachelor's                  Y
## 8651          Asia            Bachelor's                  Y
## 8652        Europe            Bachelor's                  Y
## 8653          Asia            Bachelor's                  N
## 8654        Europe           High School                  N
## 8655          Asia              Master's                  N
## 8656          Asia            Bachelor's                  Y
## 8657          Asia              Master's                  Y
## 8658          Asia            Bachelor's                  Y
## 8659          Asia              Master's                  Y
## 8660          Asia           High School                  Y
## 8661          Asia            Bachelor's                  N
## 8662 North America              Master's                  N
## 8663        Europe             Doctorate                  N
## 8664 North America           High School                  Y
## 8665          Asia            Bachelor's                  N
## 8666 North America            Bachelor's                  N
## 8667 South America            Bachelor's                  Y
## 8668          Asia            Bachelor's                  Y
## 8669          Asia            Bachelor's                  Y
## 8670          Asia              Master's                  Y
## 8671          Asia           High School                  Y
## 8672        Europe             Doctorate                  Y
## 8673        Europe           High School                  N
## 8674          Asia              Master's                  N
## 8675        Europe            Bachelor's                  Y
## 8676 North America           High School                  Y
## 8677          Asia            Bachelor's                  Y
## 8678          Asia             Doctorate                  N
## 8679          Asia            Bachelor's                  Y
## 8680        Europe              Master's                  N
## 8681        Europe            Bachelor's                  Y
## 8682          Asia              Master's                  Y
## 8683          Asia           High School                  N
## 8684 North America            Bachelor's                  Y
## 8685          Asia              Master's                  Y
## 8686          Asia            Bachelor's                  N
## 8687          Asia              Master's                  Y
## 8688        Europe              Master's                  Y
## 8689          Asia           High School                  Y
## 8690 North America              Master's                  Y
## 8691          Asia              Master's                  Y
## 8692          Asia            Bachelor's                  Y
## 8693          Asia           High School                  Y
## 8694          Asia            Bachelor's                  N
## 8695          Asia              Master's                  Y
## 8696          Asia           High School                  N
## 8697          Asia              Master's                  N
## 8698 North America           High School                  Y
## 8699          Asia            Bachelor's                  Y
## 8700 North America           High School                  Y
## 8701          Asia            Bachelor's                  N
## 8702        Europe              Master's                  Y
## 8703 North America              Master's                  N
## 8704        Europe              Master's                  N
## 8705          Asia           High School                  Y
## 8706          Asia              Master's                  Y
## 8707          Asia              Master's                  Y
## 8708          Asia              Master's                  Y
## 8709          Asia             Doctorate                  Y
## 8710          Asia            Bachelor's                  N
## 8711          Asia           High School                  Y
## 8712          Asia              Master's                  N
## 8713          Asia           High School                  Y
## 8714          Asia              Master's                  N
## 8715          Asia            Bachelor's                  Y
## 8716          Asia            Bachelor's                  N
## 8717 North America             Doctorate                  N
## 8718 North America            Bachelor's                  N
## 8719          Asia              Master's                  Y
## 8720          Asia              Master's                  Y
## 8721          Asia             Doctorate                  N
## 8722          Asia           High School                  N
## 8723 North America              Master's                  N
## 8724 North America            Bachelor's                  N
## 8725          Asia            Bachelor's                  Y
## 8726          Asia             Doctorate                  N
## 8727          Asia              Master's                  Y
## 8728          Asia            Bachelor's                  Y
## 8729          Asia              Master's                  N
## 8730          Asia            Bachelor's                  N
## 8731        Europe           High School                  Y
## 8732          Asia              Master's                  Y
## 8733 North America            Bachelor's                  N
## 8734        Europe           High School                  Y
## 8735          Asia             Doctorate                  N
## 8736          Asia           High School                  N
## 8737          Asia              Master's                  N
## 8738          Asia            Bachelor's                  N
## 8739          Asia            Bachelor's                  N
## 8740          Asia             Doctorate                  Y
## 8741        Europe              Master's                  N
## 8742        Europe           High School                  Y
## 8743          Asia              Master's                  N
## 8744          Asia            Bachelor's                  Y
## 8745          Asia            Bachelor's                  N
## 8746          Asia            Bachelor's                  N
## 8747        Europe            Bachelor's                  N
## 8748        Europe           High School                  N
## 8749          Asia              Master's                  Y
## 8750          Asia              Master's                  N
## 8751        Europe            Bachelor's                  N
## 8752 South America             Doctorate                  N
## 8753          Asia            Bachelor's                  Y
## 8754          Asia              Master's                  Y
## 8755 North America            Bachelor's                  N
## 8756 North America              Master's                  Y
## 8757        Europe           High School                  Y
## 8758 North America            Bachelor's                  Y
## 8759          Asia              Master's                  Y
## 8760        Africa              Master's                  Y
## 8761          Asia              Master's                  N
## 8762          Asia            Bachelor's                  Y
## 8763        Africa              Master's                  Y
## 8764          Asia              Master's                  Y
## 8765        Europe              Master's                  Y
## 8766          Asia            Bachelor's                  N
## 8767          Asia            Bachelor's                  Y
## 8768          Asia             Doctorate                  Y
## 8769 North America              Master's                  Y
## 8770        Africa            Bachelor's                  N
## 8771          Asia            Bachelor's                  N
## 8772          Asia            Bachelor's                  N
## 8773          Asia              Master's                  N
## 8774          Asia              Master's                  Y
## 8775 North America              Master's                  Y
## 8776          Asia            Bachelor's                  Y
## 8777 North America             Doctorate                  Y
## 8778          Asia              Master's                  Y
## 8779        Europe            Bachelor's                  N
## 8780        Europe            Bachelor's                  N
## 8781        Europe            Bachelor's                  Y
## 8782          Asia              Master's                  Y
## 8783          Asia            Bachelor's                  Y
## 8784        Africa            Bachelor's                  Y
## 8785        Europe             Doctorate                  Y
## 8786          Asia              Master's                  N
## 8787          Asia            Bachelor's                  Y
## 8788          Asia           High School                  N
## 8789        Europe            Bachelor's                  Y
## 8790          Asia            Bachelor's                  Y
## 8791 North America              Master's                  N
## 8792          Asia              Master's                  N
## 8793          Asia            Bachelor's                  N
## 8794          Asia              Master's                  N
## 8795        Europe             Doctorate                  N
## 8796          Asia              Master's                  N
## 8797          Asia            Bachelor's                  N
## 8798 South America            Bachelor's                  N
## 8799          Asia            Bachelor's                  Y
## 8800          Asia            Bachelor's                  Y
## 8801 North America           High School                  Y
## 8802          Asia            Bachelor's                  Y
## 8803          Asia              Master's                  Y
## 8804          Asia              Master's                  Y
## 8805          Asia              Master's                  Y
## 8806          Asia              Master's                  Y
## 8807          Asia              Master's                  N
## 8808          Asia            Bachelor's                  N
## 8809          Asia            Bachelor's                  N
## 8810 North America              Master's                  Y
## 8811          Asia            Bachelor's                  N
## 8812          Asia           High School                  Y
## 8813        Europe              Master's                  N
## 8814 South America            Bachelor's                  N
## 8815          Asia           High School                  Y
## 8816 South America            Bachelor's                  N
## 8817          Asia              Master's                  N
## 8818          Asia              Master's                  Y
## 8819          Asia            Bachelor's                  N
## 8820          Asia              Master's                  Y
## 8821          Asia            Bachelor's                  Y
## 8822          Asia              Master's                  Y
## 8823        Europe            Bachelor's                  N
## 8824          Asia             Doctorate                  N
## 8825          Asia            Bachelor's                  Y
## 8826          Asia             Doctorate                  N
## 8827          Asia              Master's                  Y
## 8828          Asia            Bachelor's                  N
## 8829 North America            Bachelor's                  Y
## 8830          Asia              Master's                  Y
## 8831        Europe            Bachelor's                  N
## 8832        Europe            Bachelor's                  Y
## 8833          Asia            Bachelor's                  Y
## 8834 South America            Bachelor's                  Y
## 8835 South America           High School                  Y
## 8836          Asia           High School                  N
## 8837          Asia              Master's                  Y
## 8838          Asia              Master's                  Y
## 8839          Asia              Master's                  N
## 8840        Europe            Bachelor's                  Y
## 8841          Asia            Bachelor's                  Y
## 8842          Asia            Bachelor's                  Y
## 8843 North America              Master's                  Y
## 8844          Asia              Master's                  N
## 8845          Asia              Master's                  Y
## 8846          Asia             Doctorate                  N
## 8847          Asia            Bachelor's                  N
## 8848          Asia              Master's                  Y
## 8849          Asia              Master's                  N
## 8850          Asia              Master's                  N
## 8851          Asia           High School                  Y
## 8852        Europe             Doctorate                  Y
## 8853          Asia            Bachelor's                  Y
## 8854          Asia              Master's                  N
## 8855          Asia              Master's                  Y
## 8856          Asia              Master's                  N
## 8857          Asia             Doctorate                  Y
## 8858        Europe              Master's                  Y
## 8859          Asia              Master's                  N
## 8860          Asia            Bachelor's                  N
## 8861          Asia            Bachelor's                  Y
## 8862          Asia            Bachelor's                  Y
## 8863        Europe              Master's                  N
## 8864 North America            Bachelor's                  N
## 8865          Asia            Bachelor's                  N
## 8866        Europe            Bachelor's                  N
## 8867          Asia            Bachelor's                  Y
## 8868        Europe              Master's                  N
## 8869        Europe           High School                  Y
## 8870 North America            Bachelor's                  Y
## 8871          Asia            Bachelor's                  N
## 8872          Asia            Bachelor's                  Y
## 8873          Asia            Bachelor's                  N
## 8874          Asia              Master's                  Y
## 8875          Asia              Master's                  Y
## 8876          Asia            Bachelor's                  N
## 8877          Asia            Bachelor's                  Y
## 8878        Africa              Master's                  Y
## 8879          Asia            Bachelor's                  N
## 8880          Asia            Bachelor's                  Y
## 8881 South America              Master's                  Y
## 8882          Asia            Bachelor's                  N
## 8883          Asia            Bachelor's                  N
## 8884          Asia            Bachelor's                  Y
## 8885          Asia            Bachelor's                  Y
## 8886          Asia           High School                  N
## 8887          Asia              Master's                  Y
## 8888 North America           High School                  Y
## 8889          Asia              Master's                  Y
## 8890          Asia            Bachelor's                  N
## 8891        Europe            Bachelor's                  N
## 8892          Asia            Bachelor's                  Y
## 8893          Asia              Master's                  Y
## 8894          Asia           High School                  Y
## 8895          Asia            Bachelor's                  Y
## 8896          Asia            Bachelor's                  Y
## 8897          Asia              Master's                  Y
## 8898        Europe            Bachelor's                  Y
## 8899        Europe              Master's                  N
## 8900          Asia            Bachelor's                  N
## 8901          Asia              Master's                  Y
## 8902          Asia            Bachelor's                  Y
## 8903 North America              Master's                  N
## 8904          Asia              Master's                  Y
## 8905          Asia              Master's                  Y
## 8906          Asia              Master's                  Y
## 8907          Asia              Master's                  Y
## 8908          Asia              Master's                  Y
## 8909          Asia             Doctorate                  N
## 8910          Asia              Master's                  Y
## 8911          Asia             Doctorate                  Y
## 8912          Asia              Master's                  N
## 8913          Asia              Master's                  N
## 8914 North America            Bachelor's                  N
## 8915          Asia            Bachelor's                  N
## 8916          Asia              Master's                  N
## 8917          Asia            Bachelor's                  Y
## 8918          Asia              Master's                  N
## 8919          Asia              Master's                  Y
## 8920          Asia            Bachelor's                  N
## 8921 North America            Bachelor's                  Y
## 8922          Asia           High School                  Y
## 8923          Asia            Bachelor's                  Y
## 8924        Europe            Bachelor's                  Y
## 8925          Asia              Master's                  Y
## 8926          Asia             Doctorate                  Y
## 8927 North America            Bachelor's                  N
## 8928          Asia             Doctorate                  N
## 8929          Asia              Master's                  N
## 8930 North America             Doctorate                  N
## 8931          Asia            Bachelor's                  Y
## 8932          Asia            Bachelor's                  Y
## 8933 North America              Master's                  Y
## 8934          Asia            Bachelor's                  N
## 8935 North America            Bachelor's                  Y
## 8936        Europe              Master's                  Y
## 8937          Asia              Master's                  Y
## 8938        Europe             Doctorate                  Y
## 8939          Asia            Bachelor's                  Y
## 8940        Europe            Bachelor's                  Y
## 8941          Asia            Bachelor's                  N
## 8942          Asia            Bachelor's                  Y
## 8943        Europe              Master's                  N
## 8944          Asia              Master's                  Y
## 8945 North America           High School                  Y
## 8946          Asia              Master's                  Y
## 8947       Oceania           High School                  N
## 8948          Asia              Master's                  Y
## 8949        Europe            Bachelor's                  Y
## 8950          Asia              Master's                  Y
## 8951          Asia             Doctorate                  Y
## 8952          Asia              Master's                  Y
## 8953 South America            Bachelor's                  N
## 8954        Europe             Doctorate                  Y
## 8955          Asia              Master's                  Y
## 8956          Asia              Master's                  N
## 8957 South America            Bachelor's                  Y
## 8958        Europe            Bachelor's                  N
## 8959       Oceania            Bachelor's                  N
## 8960          Asia              Master's                  Y
## 8961          Asia              Master's                  N
## 8962          Asia              Master's                  Y
## 8963          Asia           High School                  Y
## 8964          Asia              Master's                  N
## 8965          Asia              Master's                  N
## 8966        Europe              Master's                  Y
## 8967        Europe             Doctorate                  Y
## 8968          Asia            Bachelor's                  N
## 8969 North America              Master's                  Y
## 8970          Asia              Master's                  N
## 8971 North America              Master's                  Y
## 8972 South America           High School                  N
## 8973          Asia           High School                  Y
## 8974          Asia            Bachelor's                  N
## 8975          Asia            Bachelor's                  N
## 8976          Asia            Bachelor's                  Y
## 8977 South America           High School                  N
## 8978        Europe              Master's                  N
## 8979        Europe              Master's                  N
## 8980          Asia            Bachelor's                  N
## 8981        Europe             Doctorate                  N
## 8982 North America              Master's                  Y
## 8983          Asia             Doctorate                  Y
## 8984        Europe              Master's                  N
## 8985          Asia              Master's                  N
## 8986          Asia              Master's                  Y
## 8987          Asia            Bachelor's                  Y
## 8988          Asia              Master's                  Y
## 8989          Asia           High School                  N
## 8990          Asia            Bachelor's                  N
## 8991 North America            Bachelor's                  N
## 8992        Europe             Doctorate                  Y
## 8993        Europe            Bachelor's                  Y
## 8994          Asia              Master's                  Y
## 8995          Asia              Master's                  Y
## 8996          Asia            Bachelor's                  N
## 8997        Europe              Master's                  N
## 8998          Asia            Bachelor's                  Y
## 8999        Europe           High School                  N
## 9000          Asia              Master's                  N
## 9001          Asia              Master's                  N
## 9002          Asia            Bachelor's                  Y
## 9003          Asia              Master's                  Y
## 9004          Asia            Bachelor's                  Y
## 9005 South America            Bachelor's                  N
## 9006 North America              Master's                  Y
## 9007 North America              Master's                  Y
## 9008        Europe            Bachelor's                  Y
## 9009          Asia            Bachelor's                  Y
## 9010          Asia           High School                  N
## 9011          Asia           High School                  N
## 9012          Asia              Master's                  N
## 9013          Asia           High School                  Y
## 9014 North America            Bachelor's                  Y
## 9015          Asia            Bachelor's                  N
## 9016          Asia             Doctorate                  N
## 9017          Asia             Doctorate                  N
## 9018          Asia             Doctorate                  Y
## 9019          Asia            Bachelor's                  N
## 9020          Asia            Bachelor's                  Y
## 9021          Asia            Bachelor's                  N
## 9022          Asia             Doctorate                  N
## 9023 North America              Master's                  Y
## 9024          Asia              Master's                  N
## 9025          Asia            Bachelor's                  Y
## 9026          Asia            Bachelor's                  N
## 9027          Asia            Bachelor's                  Y
## 9028        Europe            Bachelor's                  Y
## 9029 North America            Bachelor's                  Y
## 9030          Asia              Master's                  Y
## 9031          Asia            Bachelor's                  Y
## 9032        Europe             Doctorate                  Y
## 9033          Asia           High School                  N
## 9034          Asia            Bachelor's                  Y
## 9035          Asia              Master's                  N
## 9036        Europe            Bachelor's                  Y
## 9037        Africa            Bachelor's                  N
## 9038 North America             Doctorate                  Y
## 9039          Asia             Doctorate                  Y
## 9040          Asia            Bachelor's                  Y
## 9041       Oceania           High School                  Y
## 9042        Europe              Master's                  Y
## 9043          Asia           High School                  Y
## 9044          Asia            Bachelor's                  Y
## 9045          Asia              Master's                  Y
## 9046          Asia           High School                  Y
## 9047          Asia            Bachelor's                  N
## 9048        Europe           High School                  Y
## 9049          Asia              Master's                  Y
## 9050        Europe              Master's                  N
## 9051          Asia              Master's                  N
## 9052          Asia            Bachelor's                  Y
## 9053        Europe            Bachelor's                  N
## 9054          Asia              Master's                  N
## 9055        Europe              Master's                  N
## 9056          Asia            Bachelor's                  Y
## 9057          Asia              Master's                  Y
## 9058 North America              Master's                  Y
## 9059          Asia            Bachelor's                  Y
## 9060          Asia              Master's                  Y
## 9061          Asia            Bachelor's                  Y
## 9062          Asia              Master's                  N
## 9063 North America           High School                  Y
## 9064          Asia            Bachelor's                  Y
## 9065 South America              Master's                  N
## 9066          Asia           High School                  Y
## 9067          Asia              Master's                  Y
## 9068          Asia            Bachelor's                  N
## 9069          Asia            Bachelor's                  Y
## 9070 North America           High School                  N
## 9071          Asia            Bachelor's                  N
## 9072          Asia              Master's                  Y
## 9073          Asia              Master's                  Y
## 9074 North America              Master's                  Y
## 9075          Asia             Doctorate                  N
## 9076          Asia              Master's                  Y
## 9077          Asia           High School                  Y
## 9078 North America              Master's                  Y
## 9079          Asia           High School                  N
## 9080          Asia              Master's                  N
## 9081          Asia            Bachelor's                  Y
## 9082          Asia              Master's                  N
## 9083          Asia            Bachelor's                  Y
## 9084          Asia              Master's                  Y
## 9085          Asia            Bachelor's                  N
## 9086        Europe            Bachelor's                  N
## 9087          Asia            Bachelor's                  N
## 9088          Asia              Master's                  N
## 9089          Asia             Doctorate                  Y
## 9090 North America            Bachelor's                  Y
##      requires_job_training no_of_employees yr_of_estab region_of_employment
## 1                        N           14513        2007                 West
## 2                        N            2412        2002            Northeast
## 3                        Y           44444        2008                 West
## 4                        N              98        1897                 West
## 5                        N            1082        2005                South
## 6                        N            2339        2012                South
## 7                        N            4985        1994                South
## 8                        N            3035        1924                 West
## 9                        N            4810        2012              Midwest
## 10                       N            2251        1995                South
## 11                       N            2465        2004              Midwest
## 12                       N            4069        2005            Northeast
## 13                       N          123876        1963            Northeast
## 14                       N            1652        2007              Midwest
## 15                       Y           15756        2006                South
## 16                       N            4897        1987                 West
## 17                       N           76638        1991              Midwest
## 18                       N            2747        2001                 West
## 19                       N            4743        2004              Midwest
## 20                       N             843        1972              Midwest
## 21                       N             880        2008                 West
## 22                       N            1706        2013              Midwest
## 23                       N            2878        1968                 West
## 24                       N            1517        1884              Midwest
## 25                       N             241        1981              Midwest
## 26                       N            1100        1997              Midwest
## 27                       N             756        1995                South
## 28                       Y            2889        2005                South
## 29                       N              18        2004            Northeast
## 30                       N             758        2009            Northeast
## 31                       N            1408        1998              Midwest
## 32                       N             995        1880                South
## 33                       N            2415        1963              Midwest
## 34                       N            2395        2000                South
## 35                       N            1809        2010                South
## 36                       N            5512        2001            Northeast
## 37                       N            2520        1981                 West
## 38                       Y              44        1965                South
## 39                       Y            2206        1909            Northeast
## 40                       N            3729        2007              Midwest
## 41                       N            3723        2011                 West
## 42                       N            1209        1989            Northeast
## 43                       N           19770        2005                 West
## 44                       N            2582        1989                South
## 45                       N            5407        1998                 West
## 46                       Y            2092        1998                South
## 47                       N            2623        2008                South
## 48                       N             226        1991              Midwest
## 49                       N            2405        1933                South
## 50                       Y            2171        1960            Northeast
## 51                       N             746        1991              Midwest
## 52                       N            3129        2003              Midwest
## 53                       N            1647        1998              Midwest
## 54                       N            2438        1976              Midwest
## 55                       N           11733        1995            Northeast
## 56                       N            2368        1998            Northeast
## 57                       Y             779        1994                 West
## 58                       N            2825        1996            Northeast
## 59                       N            3510        2007                 West
## 60                       N            2624        2012              Midwest
## 61                       Y            5340        2010                 West
## 62                       Y            2311        1994              Midwest
## 63                       N            5110        2004                 West
## 64                       N            1316        1995                South
## 65                       N             100        2001            Northeast
## 66                       N            2021        2007              Midwest
## 67                       N              80        1968                 West
## 68                       N            2070        1847                 West
## 69                       Y            2654        2013              Midwest
## 70                       N             292        2005                South
## 71                       N            1320        2001            Northeast
## 72                       N            1722        2007                South
## 73                       N            3339        1935            Northeast
## 74                       N             452        1890                South
## 75                       N            3705        2001                South
## 76                       N              85        1999            Northeast
## 77                       N            2423        1838                 West
## 78                       N            1274        1999                South
## 79                       N            1549        2001                South
## 80                       Y            1062        1998                 West
## 81                       N           32619        1947                South
## 82                       N            4036        2001                South
## 83                       N              39        2000                 West
## 84                       N            2359        2007            Northeast
## 85                       Y            1023        2002                South
## 86                       N            2480        1981            Northeast
## 87                       N            1255        1989            Northeast
## 88                       N            4455        1998                 West
## 89                       N            2543        1939            Northeast
## 90                       N            1359        2008                 West
## 91                       Y            2324        2006            Northeast
## 92                       N            4103        2004            Northeast
## 93                       N            3667        1970            Northeast
## 94                       N             488        2010              Midwest
## 95                       N            2724        1998                South
## 96                       N            1392        2001                South
## 97                       N            2573        1977            Northeast
## 98                       N            3524        1982              Midwest
## 99                       N            1847        1977            Northeast
## 100                      N          107535        1970                 West
## 101                      N            2227        2007            Northeast
## 102                      N             334        2007              Midwest
## 103                      N             224        2008              Midwest
## 104                      N             367        1982                 West
## 105                      N             306        2003            Northeast
## 106                      N            2317        1995               Island
## 107                      N             890        1981                 West
## 108                      N            2002        2006                South
## 109                      N            2903        1943              Midwest
## 110                      N            2504        2001                 West
## 111                      N             951        1956              Midwest
## 112                      N            1327        1864                 West
## 113                      N            2421        1974                South
## 114                      N            1019        2005                South
## 115                      N            1048        1985              Midwest
## 116                      N            3323        2005              Midwest
## 117                      N             509        1997                South
## 118                      Y            2225        1976            Northeast
## 119                      N            1641        1984              Midwest
## 120                      N            1144        2001            Northeast
## 121                      N            2334        1971                South
## 122                      N            1415        1913            Northeast
## 123                      Y            2754        1997                South
## 124                      N            1099        2005                 West
## 125                      N             960        2012            Northeast
## 126                      N            2750        1997                 West
## 127                      N            2753        2010            Northeast
## 128                      N           23287        2007                South
## 129                      N            2140        1997                South
## 130                      N            4499        2008            Northeast
## 131                      N            2554        2005              Midwest
## 132                      N            1333        1969            Northeast
## 133                      N             928        1818                South
## 134                      N            4289        2005              Midwest
## 135                      Y          113282        2011              Midwest
## 136                      N            1948        2002                South
## 137                      N            1933        1839            Northeast
## 138                      N            2847        2013              Midwest
## 139                      N            1195        1914              Midwest
## 140                      N              54        1988                South
## 141                      N            4390        1944                South
## 142                      N           73909        2004              Midwest
## 143                      Y             545        1855                South
## 144                      N            2831        1977                South
## 145                      Y            1634        1999                South
## 146                      N            1810        1943                South
## 147                      N            3290        2005            Northeast
## 148                      N             472        2004                 West
## 149                      N            4273        1884              Midwest
## 150                      N            2326        1933                 West
## 151                      N           50351        1975                 West
## 152                      N            2261        1966              Midwest
## 153                      N             255        2003            Northeast
## 154                      N             373        2009                South
## 155                      Y              22        1999              Midwest
## 156                      Y            3102        2001                 West
## 157                      N            5147        1997            Northeast
## 158                      N             284        2007            Northeast
## 159                      N            1926        1801                 West
## 160                      N            2510        1920              Midwest
## 161                      Y            1200        2013              Midwest
## 162                      N             337        2004                 West
## 163                      N            2880        1925                South
## 164                      N             816        1947                South
## 165                      N            2640        2009                 West
## 166                      N            4190        2006                South
## 167                      N             459        1998            Northeast
## 168                      N            3351        1993            Northeast
## 169                      N            3639        1988            Northeast
## 170                      N             373        1992                 West
## 171                      N             201        1982                South
## 172                      N            5461        1979            Northeast
## 173                      N            3050        1993            Northeast
## 174                      N           28592        1997                 West
## 175                      N            3207        1995              Midwest
## 176                      N            5820        1998                South
## 177                      Y            3229        1999                South
## 178                      N            2708        2010            Northeast
## 179                      Y            2779        2002              Midwest
## 180                      N             977        1986            Northeast
## 181                      Y           44069        2006                 West
## 182                      N            1566        1931                South
## 183                      Y            4439        1962                South
## 184                      N            1929        2001              Midwest
## 185                      N             654        1954            Northeast
## 186                      Y             557        2010            Northeast
## 187                      N             421        2005              Midwest
## 188                      N             600        2009            Northeast
## 189                      N            1551        1989                 West
## 190                      N            2540        2003              Midwest
## 191                      N             961        2007                 West
## 192                      N            3726        1884            Northeast
## 193                      N            4045        1987                 West
## 194                      N          128431        1991                 West
## 195                      N            2180        1992              Midwest
## 196                      N             872        1991            Northeast
## 197                      N            2689        1998                South
## 198                      Y            2752        2006                South
## 199                      N            1375        1976                South
## 200                      N            7320        1868            Northeast
## 201                      N            3282        1979                 West
## 202                      N            1313        2002                 West
## 203                      N            3128        1999                 West
## 204                      N            4757        1981              Midwest
## 205                      N            2122        1859              Midwest
## 206                      N            2524        1946                 West
## 207                      N             766        1950              Midwest
## 208                      N            1190        2003                South
## 209                      N            2741        2005            Northeast
## 210                      N            3233        2012                South
## 211                      N            2696        1966               Island
## 212                      N            3980        1869                South
## 213                      Y             111        2008            Northeast
## 214                      N            5396        1963                South
## 215                      N            2778        2000            Northeast
## 216                      Y             789        1925              Midwest
## 217                      N            1515        2001              Midwest
## 218                      N           26891        1917            Northeast
## 219                      N            1867        1933            Northeast
## 220                      N            3395        2008                South
## 221                      N             879        1996              Midwest
## 222                      Y            2518        2010                South
## 223                      N            2468        1991                 West
## 224                      N             787        1913            Northeast
## 225                      N            1004        1960              Midwest
## 226                      N             717        1998            Northeast
## 227                      N              20        1997              Midwest
## 228                      N             503        1998              Midwest
## 229                      N             584        1968                 West
## 230                      N            2770        1997                South
## 231                      N             284        1982                 West
## 232                      N            1935        1989            Northeast
## 233                      N            2098        2010                South
## 234                      N            3223        1997                South
## 235                      N            2771        1975                 West
## 236                      N            2147        1986                 West
## 237                      N            2543        2014                 West
## 238                      N          155999        2003                 West
## 239                      N            3592        1950                 West
## 240                      N            5504        1996                South
## 241                      N            2216        2000            Northeast
## 242                      N            2871        2009                South
## 243                      Y            2509        2003                 West
## 244                      N            1720        1995            Northeast
## 245                      N            1760        1997                South
## 246                      N              25        1980            Northeast
## 247                      Y            1025        2005            Northeast
## 248                      N             109        2008                South
## 249                      N            2901        1971            Northeast
## 250                      N            4449        1963            Northeast
## 251                      N            4280        2004            Northeast
## 252                      Y            2223        2013                 West
## 253                      N            1667        2007                South
## 254                      N            5260        1994                 West
## 255                      N             365        1896            Northeast
## 256                      N            1243        1998                 West
## 257                      N            1721        2009                South
## 258                      N             517        1949                South
## 259                      N            3266        2007              Midwest
## 260                      N             955        1998                 West
## 261                      N            1310        2007                South
## 262                      Y            2854        1843            Northeast
## 263                      N             230        1925              Midwest
## 264                      N            2374        2006              Midwest
## 265                      N            4241        1998            Northeast
## 266                      N           69469        1974                South
## 267                      N            5425        1855            Northeast
## 268                      N            2733        1960                 West
## 269                      N            3664        1931                 West
## 270                      Y            1546        1850                South
## 271                      N            2486        1906                South
## 272                      N            1233        2001                South
## 273                      N            1681        1999                 West
## 274                      N            1608        2009                 West
## 275                      N            4349        1998                 West
## 276                      N            1764        1961                South
## 277                      Y            4440        1998                South
## 278                      N             769        1951                South
## 279                      N            2443        1958              Midwest
## 280                      N            3725        2009              Midwest
## 281                      N            2061        1995                 West
## 282                      N             216        1909              Midwest
## 283                      N            3489        2007                South
## 284                      Y             433        1912                 West
## 285                      N            1932        1989                South
## 286                      N             572        1847            Northeast
## 287                      N             306        1975                South
## 288                      N             623        2007            Northeast
## 289                      N            2288        2011                 West
## 290                      Y            3370        2007                 West
## 291                      N             875        1983              Midwest
## 292                      N            2586        1997                 West
## 293                      N             661        2006              Midwest
## 294                      N            2337        1996                South
## 295                      N            1672        1998                South
## 296                      N             717        1948                South
## 297                      N            1017        1975                South
## 298                      N            1624        2000                 West
## 299                      Y            3891        1931                South
## 300                      Y            2009        2005                 West
## 301                      N            3268        2012              Midwest
## 302                      N            1312        1998                South
## 303                      N             229        2005                 West
## 304                      N            2597        1945                 West
## 305                      N            2114        1977                 West
## 306                      N           48369        2007                 West
## 307                      N            2609        1991            Northeast
## 308                      N            4265        1997                South
## 309                      N             533        1978                 West
## 310                      N            4574        2006            Northeast
## 311                      Y             954        1988                 West
## 312                      N            3831        2010                 West
## 313                      N            1778        1983                South
## 314                      N           29453        2005               Island
## 315                      N             652        1913            Northeast
## 316                      N            2170        1998              Midwest
## 317                      N            3550        2012                 West
## 318                      N            1761        1995              Midwest
## 319                      N             805        1898            Northeast
## 320                      Y            1615        1991                South
## 321                      N            4153        2010               Island
## 322                      Y             743        1999                South
## 323                      N            3827        1995                South
## 324                      N            2345        1966                South
## 325                      N            6188        1993                South
## 326                      N             629        2004                 West
## 327                      N            5576        2009                 West
## 328                      N            5075        1981            Northeast
## 329                      N            2234        1920                 West
## 330                      N            2698        1970                 West
## 331                      N            1485        1993            Northeast
## 332                      N            2425        2008                South
## 333                      N            2969        1923                 West
## 334                      N            1738        2011              Midwest
## 335                      N            4614        1911            Northeast
## 336                      N            1222        1975              Midwest
## 337                      N             186        1991                 West
## 338                      Y            2747        1994            Northeast
## 339                      N            2114        2012            Northeast
## 340                      N            4550        1968              Midwest
## 341                      N            1083        1999                South
## 342                      N             822        1838            Northeast
## 343                      N           25805        2002                South
## 344                      N            1741        1950            Northeast
## 345                      N            3438        2013               Island
## 346                      N            1501        1983              Midwest
## 347                      N            2284        2013                South
## 348                      N            2384        2007                 West
## 349                      Y            1031        2014            Northeast
## 350                      N            3213        1924              Midwest
## 351                      N            1894        1906            Northeast
## 352                      N            2280        2011              Midwest
## 353                      N            1610        1962              Midwest
## 354                      N            1766        1997                South
## 355                      N            2269        1997            Northeast
## 356                      Y             114        1851                 West
## 357                      N             819        1994               Island
## 358                      N           28418        1969            Northeast
## 359                      N            1983        2010                 West
## 360                      N            2927        1977                South
## 361                      N            2553        2004              Midwest
## 362                      N           82716        1993                 West
## 363                      N            1837        1898                South
## 364                      N             308        1995                 West
## 365                      Y            2561        2014            Northeast
## 366                      N           70113        1897            Northeast
## 367                      N            5483        2003                 West
## 368                      N           81379        1999                South
## 369                      N            1506        1998            Northeast
## 370                      N             190        2001              Midwest
## 371                      Y            2701        2010                South
## 372                      N            3062        2001            Northeast
## 373                      N              71        2005                South
## 374                      N            3166        1995            Northeast
## 375                      N           35961        1865            Northeast
## 376                      N           94411        1977            Northeast
## 377                      N            2594        1849                South
## 378                      N            2240        2006                 West
## 379                      Y              11        2011            Northeast
## 380                      N            2090        1872                 West
## 381                      N             149        1948                South
## 382                      N             855        2009            Northeast
## 383                      N             566        1998              Midwest
## 384                      N            3970        2013                 West
## 385                      N             720        2001                 West
## 386                      N            2948        1967                 West
## 387                      N            3962        2011            Northeast
## 388                      N            4857        2001            Northeast
## 389                      N            1200        1996              Midwest
## 390                      N            2579        2007                 West
## 391                      N            1864        1911               Island
## 392                      N             202        1986                 West
## 393                      N              51        2003                 West
## 394                      Y            3628        2000            Northeast
## 395                      N            1872        1926                 West
## 396                      N             869        2001                 West
## 397                      N             693        1999                 West
## 398                      N            1525        1978                 West
## 399                      N            1584        1984              Midwest
## 400                      N             448        2006            Northeast
## 401                      N             714        1873                 West
## 402                      Y            1000        1848                 West
## 403                      N            1983        2002                South
## 404                      N             525        2001                 West
## 405                      N             997        2001              Midwest
## 406                      N            2290        2015            Northeast
## 407                      N             153        1972              Midwest
## 408                      N            1313        1889              Midwest
## 409                      N            3659        1876                South
## 410                      Y            4713        1968                 West
## 411                      N             979        1852            Northeast
## 412                      N            1010        2007                 West
## 413                      Y            2105        2000                 West
## 414                      Y           23483        2000                South
## 415                      N            4651        1938                South
## 416                      N            1178        1859            Northeast
## 417                      Y             690        2013            Northeast
## 418                      N            2549        1993                South
## 419                      N            1363        1982                South
## 420                      N            2517        2005                South
## 421                      N            3094        1986                South
## 422                      Y            2378        2005                 West
## 423                      N            3817        2010            Northeast
## 424                      N            4247        2005                 West
## 425                      N            2109        2002            Northeast
## 426                      N            1847        2002                South
## 427                      N            2675        1997              Midwest
## 428                      N            1121        2008                 West
## 429                      N            3696        2001            Northeast
## 430                      N            3055        1847              Midwest
## 431                      N            3282        2003                South
## 432                      N            3466        1868                 West
## 433                      N            1496        2001            Northeast
## 434                      N            2481        2008            Northeast
## 435                      N            1451        2009                South
## 436                      N            1499        1969            Northeast
## 437                      Y             374        1911                 West
## 438                      N            3537        1998                 West
## 439                      N            4562        2006            Northeast
## 440                      N            1641        1985                South
## 441                      N             614        1999                 West
## 442                      N             137        1993                South
## 443                      N             956        1960                 West
## 444                      N            3018        1920            Northeast
## 445                      N            2884        2008            Northeast
## 446                      N             894        1851                 West
## 447                      N             636        1977                South
## 448                      N             255        2004            Northeast
## 449                      N            2311        2005                 West
## 450                      N             781        1983              Midwest
## 451                      Y            1543        1999                 West
## 452                      N            3057        1995                South
## 453                      N            4670        2003                 West
## 454                      N            3277        1980              Midwest
## 455                      N            2114        1965            Northeast
## 456                      Y            2148        1986                South
## 457                      N            3542        1963            Northeast
## 458                      N          112102        1852                South
## 459                      N             412        1994                South
## 460                      N              60        1948                South
## 461                      N             922        1998                South
## 462                      Y            2999        2006                South
## 463                      N            4258        2008                 West
## 464                      N            3267        2001                South
## 465                      N            3039        1994              Midwest
## 466                      N             546        1983              Midwest
## 467                      N            3433        2002                 West
## 468                      N            1540        1947            Northeast
## 469                      N             772        2007                South
## 470                      N             412        2010                 West
## 471                      Y             758        1996               Island
## 472                      N            1571        1996                 West
## 473                      N             731        2007            Northeast
## 474                      N            1419        1973                 West
## 475                      N            1006        2009                South
## 476                      Y            1458        1999                South
## 477                      N             467        1959                South
## 478                      N           81849        1927                South
## 479                      N            1337        1988            Northeast
## 480                      Y            2933        2001                 West
## 481                      N            3285        1989            Northeast
## 482                      N           81762        1990                 West
## 483                      N            4132        2003                South
## 484                      N            2691        2014            Northeast
## 485                      N            3176        2003                 West
## 486                      N            3209        2001            Northeast
## 487                      N            3267        2003                South
## 488                      N             519        1998               Island
## 489                      N            4762        2005              Midwest
## 490                      N            1267        2010                 West
## 491                      N            3697        2001                 West
## 492                      N            1126        2010            Northeast
## 493                      N            1106        2000                 West
## 494                      N            2089        2007                South
## 495                      N           16587        1994                 West
## 496                      Y              46        1948                 West
## 497                      N           36353        1998            Northeast
## 498                      N            3514        2010              Midwest
## 499                      N            1110        1963                South
## 500                      N             553        1979                South
## 501                      N            1245        2012              Midwest
## 502                      N             981        1984            Northeast
## 503                      N            3244        2007                 West
## 504                      Y            2557        1995                 West
## 505                      N            1369        2010                South
## 506                      N            2822        1911                South
## 507                      N            3115        2006            Northeast
## 508                      N             211        2003            Northeast
## 509                      N            1446        2007                South
## 510                      Y             936        1855                South
## 511                      N            4420        1984                 West
## 512                      N            2670        2013                 West
## 513                      N            2020        2000                South
## 514                      N             605        1994                South
## 515                      Y            2288        1975                South
## 516                      N             288        1997                South
## 517                      N          358352        2006                South
## 518                      N            2839        1930              Midwest
## 519                      N            2659        1989            Northeast
## 520                      N            4118        1997                 West
## 521                      N            3272        1922              Midwest
## 522                      Y            1178        1987              Midwest
## 523                      N           59095        1998               Island
## 524                      N            1378        2009                South
## 525                      N             486        2005                South
## 526                      N             180        1988                 West
## 527                      N            1190        1996                South
## 528                      N            1648        1940            Northeast
## 529                      N            2286        1878                 West
## 530                      N             124        2009                 West
## 531                      N            3238        1996            Northeast
## 532                      N           30363        2006                 West
## 533                      N            2889        1934            Northeast
## 534                      N            2303        1988              Midwest
## 535                      N            1876        1980            Northeast
## 536                      N             241        1961            Northeast
## 537                      N             412        1997                 West
## 538                      N            3348        1994            Northeast
## 539                      N            2650        1989                South
## 540                      Y            1187        1968                 West
## 541                      N            4506        1949                 West
## 542                      N            2437        2007                South
## 543                      N            3736        2001            Northeast
## 544                      N            1826        1968            Northeast
## 545                      N            4824        1996                 West
## 546                      N             364        2010              Midwest
## 547                      N            1980        2006            Northeast
## 548                      N            8374        1864            Northeast
## 549                      Y            3198        2011            Northeast
## 550                      Y            1235        2000            Northeast
## 551                      N            4727        1834            Northeast
## 552                      N            2956        2003                South
## 553                      N            2360        1965            Northeast
## 554                      N            1746        1984                 West
## 555                      N             633        1985                 West
## 556                      N            2774        1985                South
## 557                      N            1538        1962                 West
## 558                      Y            3696        1998                 West
## 559                      N            4990        1976            Northeast
## 560                      N            3130        2009                South
## 561                      N            1056        2010                 West
## 562                      N             496        1994              Midwest
## 563                      N            3937        1991            Northeast
## 564                      N            3792        1992                 West
## 565                      N            2165        2013                 West
## 566                      N            2641        2007                South
## 567                      N            1236        1911              Midwest
## 568                      N            2247        2003            Northeast
## 569                      N            3085        1928                 West
## 570                      N            4185        1993              Midwest
## 571                      N            1268        2001                South
## 572                      N            2122        2005                South
## 573                      N             673        2005                South
## 574                      N            1002        1989                 West
## 575                      N            1726        1911              Midwest
## 576                      N            4040        1994              Midwest
## 577                      N            2721        1997              Midwest
## 578                      N             645        1988                South
## 579                      N            1743        1998                 West
## 580                      N            1097        2005            Northeast
## 581                      Y            4393        2010                South
## 582                      N            4668        1975                 West
## 583                      N            2188        1999                South
## 584                      N            1105        1962                 West
## 585                      Y             940        2001                South
## 586                      N            1850        2009            Northeast
## 587                      N            2213        1855            Northeast
## 588                      Y              24        2007            Northeast
## 589                      N             304        2000              Midwest
## 590                      N            1372        2011              Midwest
## 591                      N            2566        1801            Northeast
## 592                      N           86050        2007                South
## 593                      N             621        1997                 West
## 594                      N            1643        1998            Northeast
## 595                      N            1110        2010               Island
## 596                      N             908        1997               Island
## 597                      N            2042        2006              Midwest
## 598                      N            2266        2000              Midwest
## 599                      N           26957        1917            Northeast
## 600                      N            2467        1800                South
## 601                      N            3712        2011              Midwest
## 602                      N            1469        1981                South
## 603                      Y            1003        2013                South
## 604                      N            3144        2012            Northeast
## 605                      N            1989        1995                 West
## 606                      N            1176        1969            Northeast
## 607                      N             110        1983              Midwest
## 608                      N            2845        2004                South
## 609                      N            2150        2010                South
## 610                      Y             643        1986                South
## 611                      N            3712        1989                South
## 612                      N            2715        1948                South
## 613                      N             944        1991              Midwest
## 614                      N            3298        2005                South
## 615                      N            4915        2005            Northeast
## 616                      N            5474        1861            Northeast
## 617                      N            2652        1952                South
## 618                      N            3960        1968                 West
## 619                      N            3510        2005            Northeast
## 620                      Y             604        1966                South
## 621                      Y            3256        2004                South
## 622                      N            3899        1989                 West
## 623                      N            1610        1960                South
## 624                      N            4746        1980                 West
## 625                      N             869        2010                 West
## 626                      Y            2658        2008                South
## 627                      N            2626        1972                South
## 628                      N            1888        2003              Midwest
## 629                      N            2128        2001            Northeast
## 630                      Y            2188        2007                South
## 631                      Y            8780        1846                South
## 632                      N           88484        2001                South
## 633                      N            1261        1975            Northeast
## 634                      N            2158        2006            Northeast
## 635                      N             834        1977            Northeast
## 636                      N            1194        1998                South
## 637                      N            1566        1998              Midwest
## 638                      N             878        1966              Midwest
## 639                      N             213        2000                 West
## 640                      N            1712        1873            Northeast
## 641                      Y            3281        2000                 West
## 642                      N            2652        2006            Northeast
## 643                      N           53191        1977              Midwest
## 644                      N            3189        1838                 West
## 645                      N             162        1994                South
## 646                      N            3993        2004              Midwest
## 647                      N            2953        2000              Midwest
## 648                      N           30650        1998                South
## 649                      N            3510        2005              Midwest
## 650                      N            3363        1983                South
## 651                      N            2377        2006                South
## 652                      Y            2016        1838                 West
## 653                      N             756        1988                South
## 654                      N             421        2010                 West
## 655                      Y             964        2004                South
## 656                      N            3647        1949                South
## 657                      N            2477        1970                 West
## 658                      N           91879        2005            Northeast
## 659                      N            2432        1889            Northeast
## 660                      N             298        2008                 West
## 661                      N            2563        1986            Northeast
## 662                      N            1737        1956                 West
## 663                      N            1370        2000                South
## 664                      N              56        1992                South
## 665                      N            2440        1994                 West
## 666                      N           93759        1983              Midwest
## 667                      N            1433        1987            Northeast
## 668                      N            2950        2009                South
## 669                      N            5660        2000            Northeast
## 670                      N             992        1992                 West
## 671                      N            1574        2012                South
## 672                      N            3361        1993                 West
## 673                      N          111654        2012            Northeast
## 674                      N            1318        1989            Northeast
## 675                      N            3188        2012                South
## 676                      N            3041        2004                South
## 677                      N             987        1968              Midwest
## 678                      N            3206        2013                 West
## 679                      N             413        2013                 West
## 680                      N           26126        1997            Northeast
## 681                      Y            3638        1974              Midwest
## 682                      N           33345        1998            Northeast
## 683                      N             499        2007                 West
## 684                      N            1970        2004            Northeast
## 685                      N            1369        2003              Midwest
## 686                      N            1325        2006            Northeast
## 687                      N             582        1971                South
## 688                      N            2850        1991                South
## 689                      N             677        1989                South
## 690                      N             107        2005            Northeast
## 691                      N            3875        1986            Northeast
## 692                      N            1736        2010                 West
## 693                      Y            2751        2004                South
## 694                      N            2486        1994            Northeast
## 695                      N            1446        1988            Northeast
## 696                      N            5980        1986            Northeast
## 697                      Y            2963        1885            Northeast
## 698                      N            2043        1961                 West
## 699                      N            1929        2005            Northeast
## 700                      N             463        1907            Northeast
## 701                      N            4709        1976            Northeast
## 702                      N            1698        1975                 West
## 703                      Y            1130        1992                South
## 704                      Y            1082        2009            Northeast
## 705                      N            1817        1988            Northeast
## 706                      Y            1531        1817                South
## 707                      N            1223        1885                 West
## 708                      N             970        1986                 West
## 709                      N            3227        1928              Midwest
## 710                      N          298041        1963                South
## 711                      N            1955        2004                 West
## 712                      Y            2064        2008            Northeast
## 713                      N            2050        1999            Northeast
## 714                      N             416        1841            Northeast
## 715                      N            1975        1997            Northeast
## 716                      N            5198        2009                South
## 717                      N            1280        1928            Northeast
## 718                      N            4794        1994                 West
## 719                      N           53698        2000              Midwest
## 720                      N             298        2011              Midwest
## 721                      N            1968        1988              Midwest
## 722                      N            3815        1987            Northeast
## 723                      N            2812        1977            Northeast
## 724                      N           23885        2005                 West
## 725                      N            2886        1985            Northeast
## 726                      N            3425        2003                South
## 727                      Y             704        2013                South
## 728                      N             660        2009                South
## 729                      Y            4792        2008                 West
## 730                      N            1259        2001            Northeast
## 731                      N            2091        1948                 West
## 732                      N           28279        1968                 West
## 733                      N            2377        1989                South
## 734                      N             457        1987                South
## 735                      N             206        2001                 West
## 736                      N            1838        1990              Midwest
## 737                      N            3358        2002            Northeast
## 738                      N            3484        1821                 West
## 739                      N            1222        1997            Northeast
## 740                      Y             819        2002                South
## 741                      N            1466        1998                 West
## 742                      N             603        2010                South
## 743                      N            3393        2013                 West
## 744                      Y            1154        2010                South
## 745                      N            4181        2002                 West
## 746                      N             620        1998                 West
## 747                      N            3951        1973              Midwest
## 748                      Y            1827        1973                 West
## 749                      N              84        2004                South
## 750                      N            1781        1971                South
## 751                      N            4633        2011                South
## 752                      N            1183        1926                 West
## 753                      Y            1222        2009                 West
## 754                      N            3537        1998              Midwest
## 755                      N            2913        1953            Northeast
## 756                      N            1911        2001            Northeast
## 757                      Y            2323        1979                South
## 758                      N             536        2001                 West
## 759                      N            1583        2004                 West
## 760                      Y            1426        1989                 West
## 761                      Y             598        2006            Northeast
## 762                      N             895        1956            Northeast
## 763                      N            1551        2012               Island
## 764                      N            3537        2007                 West
## 765                      N            1393        1991                South
## 766                      Y            1787        2006                 West
## 767                      N            1251        1999            Northeast
## 768                      N            1573        2008                 West
## 769                      N            1654        1888                 West
## 770                      N            3615        2012                 West
## 771                      Y            2122        2009                South
## 772                      N            2098        2011              Midwest
## 773                      N            1996        2001              Midwest
## 774                      N             555        1968                 West
## 775                      N           93018        2009                 West
## 776                      N            2614        1959                South
## 777                      N            3107        2009              Midwest
## 778                      N            1316        1996              Midwest
## 779                      N            2483        2008              Midwest
## 780                      N            1113        1968            Northeast
## 781                      N            3656        1971                South
## 782                      N            2569        2008                 West
## 783                      N            4879        1998            Northeast
## 784                      N            2367        1978              Midwest
## 785                      N            1145        1999              Midwest
## 786                      N            1522        1982            Northeast
## 787                      N            4403        1988              Midwest
## 788                      N             412        2005                South
## 789                      Y           21915        2012                South
## 790                      N            2546        1977            Northeast
## 791                      N             974        1846                South
## 792                      N            1229        2005            Northeast
## 793                      N            2808        1962            Northeast
## 794                      N            4005        2008            Northeast
## 795                      N             531        1953                South
## 796                      N            1536        2007              Midwest
## 797                      N            1561        2009                South
## 798                      N            1957        2000            Northeast
## 799                      N             520        1984            Northeast
## 800                      N          372064        1963                 West
## 801                      Y           69947        1995            Northeast
## 802                      N             932        1980            Northeast
## 803                      N            2187        2004            Northeast
## 804                      Y           10003        1968                South
## 805                      Y            2726        1995            Northeast
## 806                      N            4220        1990            Northeast
## 807                      N            1817        1817                 West
## 808                      N            1602        1916            Northeast
## 809                      N            1809        2008                 West
## 810                      N            3477        2008            Northeast
## 811                      N             869        1948            Northeast
## 812                      N            2569        2008              Midwest
## 813                      N            2945        1986            Northeast
## 814                      N            5664        1999                 West
## 815                      N            3028        1987              Midwest
## 816                      N            2573        1999                 West
## 817                      N            3236        1988                South
## 818                      N           16356        2003            Northeast
## 819                      N             644        1977            Northeast
## 820                      N            4376        1994                 West
## 821                      N            5953        2009            Northeast
## 822                      N             772        2001            Northeast
## 823                      N            2514        1972                South
## 824                      N             532        2001            Northeast
## 825                      N            5178        2001                 West
## 826                      N           19306        2010                 West
## 827                      N            1224        1880              Midwest
## 828                      Y            2861        1987                South
## 829                      N            2566        1990            Northeast
## 830                      N            2485        2006              Midwest
## 831                      N             373        1962                South
## 832                      N            2333        2006                South
## 833                      N              17        2002                South
## 834                      N            1250        1851            Northeast
## 835                      N            2316        2001            Northeast
## 836                      N            1077        2013            Northeast
## 837                      N            2309        1951            Northeast
## 838                      N            2007        1960            Northeast
## 839                      N            1885        1992                 West
## 840                      N            4537        1999                 West
## 841                      N            2364        1998              Midwest
## 842                      N            8315        1994                South
## 843                      Y             814        1834            Northeast
## 844                      N            2228        2005                 West
## 845                      N           90533        1945            Northeast
## 846                      N            1386        1995              Midwest
## 847                      Y            2610        1972                South
## 848                      N            1063        2012                South
## 849                      N            1640        2007                South
## 850                      N            1531        2002                 West
## 851                      N            4077        2010            Northeast
## 852                      N            1432        2000               Island
## 853                      N            2328        1988            Northeast
## 854                      N            1086        1971                South
## 855                      N            1480        1967                South
## 856                      N             563        2011                 West
## 857                      Y            1881        1972                South
## 858                      N            4655        1998                South
## 859                      N            2685        2011            Northeast
## 860                      N            4836        1991                 West
## 861                      N            2922        2001                 West
## 862                      N            3932        1996            Northeast
## 863                      N            3345        1992                 West
## 864                      N            1817        2010              Midwest
## 865                      Y             241        1994            Northeast
## 866                      N            4729        1951                South
## 867                      N            3184        2005              Midwest
## 868                      N            1943        1886                South
## 869                      N             203        1998              Midwest
## 870                      N             616        2001                South
## 871                      N            1153        1995                 West
## 872                      N             367        2016              Midwest
## 873                      N             159        2006                 West
## 874                      N            6289        2004            Northeast
## 875                      Y             815        2012                 West
## 876                      N             819        1987                South
## 877                      N             731        2004            Northeast
## 878                      N            1858        1865                 West
## 879                      N             958        2005                South
## 880                      N             231        2004              Midwest
## 881                      N              74        2001            Northeast
## 882                      N             987        2009                 West
## 883                      N            4032        1953            Northeast
## 884                      N            1849        1932                South
## 885                      N            4276        2005              Midwest
## 886                      N            2448        1991            Northeast
## 887                      N           85646        2013                South
## 888                      N            2323        1989              Midwest
## 889                      N            1772        1852                 West
## 890                      N            2931        2001            Northeast
## 891                      N            1385        1968                 West
## 892                      N            1118        2008              Midwest
## 893                      N            1177        1998            Northeast
## 894                      N            4063        1998            Northeast
## 895                      Y            1400        1999                South
## 896                      N            4310        1909            Northeast
## 897                      N            5577        2007                 West
## 898                      N             802        2006                South
## 899                      N            2616        1969              Midwest
## 900                      N            2223        1997              Midwest
## 901                      N            1207        1953            Northeast
## 902                      N             124        1909                South
## 903                      N            2369        1947            Northeast
## 904                      N            4215        1915            Northeast
## 905                      N             947        1994              Midwest
## 906                      N             862        1937                 West
## 907                      N            2788        1998            Northeast
## 908                      N            4698        1966            Northeast
## 909                      N            5878        1868                 West
## 910                      Y            1961        1998                 West
## 911                      N            7668        2005                South
## 912                      Y            1680        2010                South
## 913                      N            1217        2008              Midwest
## 914                      Y            3110        2005                 West
## 915                      Y            1721        2006               Island
## 916                      N            1771        2005            Northeast
## 917                      N             481        1866            Northeast
## 918                      N           34069        2010                 West
## 919                      Y             643        2013            Northeast
## 920                      N            1871        1983              Midwest
## 921                      N            3641        2001                 West
## 922                      N            4209        1940                South
## 923                      Y          143036        2012            Northeast
## 924                      N            3385        1997            Northeast
## 925                      N             409        1971                South
## 926                      N            3539        1988                 West
## 927                      N             546        2014                South
## 928                      N            5087        2005                 West
## 929                      N            2479        1919            Northeast
## 930                      N            4836        2005              Midwest
## 931                      N            2083        1947                 West
## 932                      N              54        1998                 West
## 933                      N             105        1982            Northeast
## 934                      N            4257        1960                South
## 935                      N            1413        1985              Midwest
## 936                      N             880        1997            Northeast
## 937                      N            3707        2002                 West
## 938                      N            1869        1978                 West
## 939                      N             755        1993              Midwest
## 940                      N            1874        1921                 West
## 941                      N            4498        2014              Midwest
## 942                      N            2464        2012              Midwest
## 943                      N            2449        1974            Northeast
## 944                      N            1074        1970                 West
## 945                      N           18664        2007               Island
## 946                      N             190        2007                South
## 947                      Y            2596        2012            Northeast
## 948                      N            1337        2002              Midwest
## 949                      N            2621        1897                 West
## 950                      N            1697        1998                 West
## 951                      N            4322        2007                 West
## 952                      N             708        2007                South
## 953                      N             866        1898              Midwest
## 954                      N            2100        1979                South
## 955                      Y            1913        2013                South
## 956                      N           17541        1986            Northeast
## 957                      N             581        2014            Northeast
## 958                      N             573        2009                South
## 959                      N           12692        1998              Midwest
## 960                      N            5801        2012            Northeast
## 961                      N             363        2013            Northeast
## 962                      N             815        1993            Northeast
## 963                      N            3944        2005            Northeast
## 964                      N            1606        2012              Midwest
## 965                      N            3323        2007                 West
## 966                      N             898        2002              Midwest
## 967                      N            2619        1981                 West
## 968                      Y            4035        1998            Northeast
## 969                      N            5707        2002                 West
## 970                      N            2803        2004                South
## 971                      N             142        1998            Northeast
## 972                      N            5963        2009            Northeast
## 973                      N            3336        1994              Midwest
## 974                      N            4589        1985              Midwest
## 975                      N            2681        2008                South
## 976                      N            5601        2014                South
## 977                      N             499        1984            Northeast
## 978                      N            3716        1999              Midwest
## 979                      N             866        2012            Northeast
## 980                      N          394921        1975                South
## 981                      N            2444        2006                 West
## 982                      N            3107        1997            Northeast
## 983                      N            2824        2010                 West
## 984                      N            1836        1975                 West
## 985                      N              63        1997            Northeast
## 986                      N            2097        1914              Midwest
## 987                      N             444        2013                 West
## 988                      N            3329        1983            Northeast
## 989                      N            6070        1997            Northeast
## 990                      N             860        1988                South
## 991                      N           13728        1968                South
## 992                      N            2749        1996                South
## 993                      Y            2595        2005            Northeast
## 994                      N            1228        1995            Northeast
## 995                      N             273        2001                 West
## 996                      N             302        2000                South
## 997                      N            2294        2005                 West
## 998                      N            4266        1976                South
## 999                      N           21013        1991                 West
## 1000                     Y             115        1965                South
## 1001                     N            1307        1987            Northeast
## 1002                     N             995        1988            Northeast
## 1003                     N            1454        1999                 West
## 1004                     N           12487        2000            Northeast
## 1005                     N            2427        1989                South
## 1006                     N             957        2010            Northeast
## 1007                     N             518        2001              Midwest
## 1008                     N            2359        1996              Midwest
## 1009                     N            3129        1996                 West
## 1010                     Y            1708        2011              Midwest
## 1011                     Y            4223        1993              Midwest
## 1012                     N            2138        1984            Northeast
## 1013                     N            4496        2007                South
## 1014                     N            3290        2000              Midwest
## 1015                     Y            2456        1997            Northeast
## 1016                     Y             639        1868                South
## 1017                     N            2795        2008                 West
## 1018                     N            3529        2008              Midwest
## 1019                     N             681        1983                 West
## 1020                     N            2631        1998              Midwest
## 1021                     N            3031        2013                 West
## 1022                     N             707        2006                 West
## 1023                     N            4545        1996            Northeast
## 1024                     N            2979        2014                South
## 1025                     N            1470        2007              Midwest
## 1026                     Y             176        1943                South
## 1027                     N            3523        1988                 West
## 1028                     Y             770        1997                 West
## 1029                     N            4528        1989                 West
## 1030                     N            1498        1869                South
## 1031                     N            1900        1993                South
## 1032                     Y             247        1993                 West
## 1033                     N             920        1978                South
## 1034                     N            2340        1981            Northeast
## 1035                     N            1945        2005                 West
## 1036                     N            3164        1972            Northeast
## 1037                     N            3026        1934                South
## 1038                     N            1933        1984                 West
## 1039                     N             538        2011              Midwest
## 1040                     Y            2970        1976                South
## 1041                     N           20724        1839            Northeast
## 1042                     N             962        1872                South
## 1043                     N             183        2010                South
## 1044                     N            2536        2008            Northeast
## 1045                     N            1935        1987              Midwest
## 1046                     N           48289        1998                 West
## 1047                     N             214        1999                 West
## 1048                     N            4448        2001            Northeast
## 1049                     N            1156        1992              Midwest
## 1050                     N            5215        2005                South
## 1051                     N           18697        1965              Midwest
## 1052                     Y            1401        2008                 West
## 1053                     N            5838        1910              Midwest
## 1054                     N            2221        1973            Northeast
## 1055                     N            1430        1984                South
## 1056                     Y            1777        2011            Northeast
## 1057                     N            1764        1960            Northeast
## 1058                     N             709        2006            Northeast
## 1059                     N            3448        2006                South
## 1060                     N            1105        2001            Northeast
## 1061                     N            1903        2015                 West
## 1062                     N            1144        1983            Northeast
## 1063                     N            5066        2004            Northeast
## 1064                     N            4102        1854                 West
## 1065                     N            3260        1983            Northeast
## 1066                     N          114273        1962            Northeast
## 1067                     N            4505        2013              Midwest
## 1068                     N            4524        1968                 West
## 1069                     N            1486        1992            Northeast
## 1070                     N            1374        2010                 West
## 1071                     N            3274        2010              Midwest
## 1072                     N            2274        1989            Northeast
## 1073                     Y             175        1989                South
## 1074                     N            1807        1928                 West
## 1075                     N             190        2000                 West
## 1076                     N            3584        2005                 West
## 1077                     N            1024        1954                South
## 1078                     N            2633        2000              Midwest
## 1079                     Y            2237        1948                 West
## 1080                     N            3466        1998                South
## 1081                     N           12650        1983            Northeast
## 1082                     N             137        2007            Northeast
## 1083                     N            6024        1989            Northeast
## 1084                     N            4001        1968              Midwest
## 1085                     N            4087        2010              Midwest
## 1086                     Y             928        1838            Northeast
## 1087                     N            2816        1958                 West
## 1088                     N              92        2006                 West
## 1089                     N            5319        2012              Midwest
## 1090                     N            1233        1875                South
## 1091                     N            3041        1897                 West
## 1092                     N            3074        1875            Northeast
## 1093                     N            3815        2014                 West
## 1094                     N            3434        2012                 West
## 1095                     N            2084        2007              Midwest
## 1096                     N            5289        2004              Midwest
## 1097                     N            4457        1986            Northeast
## 1098                     N            2875        1904                South
## 1099                     N            2384        1998                 West
## 1100                     N             786        2008                 West
## 1101                     N             485        1952              Midwest
## 1102                     N            2665        1999                 West
## 1103                     Y            1938        1958              Midwest
## 1104                     N            2959        2011                 West
## 1105                     N             992        1998                South
## 1106                     N            2333        1979              Midwest
## 1107                     N           92872        1998              Midwest
## 1108                     N            1380        2005                South
## 1109                     N            6043        2001            Northeast
## 1110                     N             739        2009                South
## 1111                     N            2953        1999                South
## 1112                     N             137        1999            Northeast
## 1113                     N             274        1879                 West
## 1114                     N             123        1945                 West
## 1115                     Y            2569        1915                South
## 1116                     N           45449        2010            Northeast
## 1117                     N             619        2000                South
## 1118                     N            4771        2004                South
## 1119                     N             268        1922                 West
## 1120                     N            1379        2006                 West
## 1121                     N             235        1998            Northeast
## 1122                     N            1488        2009                 West
## 1123                     N            3472        2001              Midwest
## 1124                     N            4263        1998            Northeast
## 1125                     N            4085        1997              Midwest
## 1126                     Y            3151        1970                 West
## 1127                     Y            3951        1927            Northeast
## 1128                     N            1978        1978              Midwest
## 1129                     Y             414        1986                South
## 1130                     N            4029        2000                South
## 1131                     N            4727        1942                 West
## 1132                     N            1644        1999              Midwest
## 1133                     N            1872        1992                 West
## 1134                     N            2004        2003                South
## 1135                     Y             380        1999                South
## 1136                     N             446        1958            Northeast
## 1137                     N            9043        1963                South
## 1138                     N            4965        1993                South
## 1139                     N            4046        2003                 West
## 1140                     Y             516        1999            Northeast
## 1141                     N            4769        1975            Northeast
## 1142                     N              80        2004                South
## 1143                     N            3783        2006                 West
## 1144                     N           85457        1997                South
## 1145                     N            3542        2001            Northeast
## 1146                     N            3730        1997                 West
## 1147                     N            1508        2006                South
## 1148                     N             169        2007            Northeast
## 1149                     N            2380        2006              Midwest
## 1150                     N            3085        2010                South
## 1151                     N             619        1985            Northeast
## 1152                     N            2536        2009                 West
## 1153                     N            1547        2004                South
## 1154                     N            5347        2004                South
## 1155                     N            3896        1972            Northeast
## 1156                     N            2607        2008              Midwest
## 1157                     N             333        2012                South
## 1158                     N            1016        2005                 West
## 1159                     N             815        1915                 West
## 1160                     N            1998        1996                South
## 1161                     N            5190        2007                 West
## 1162                     Y            1287        1972                South
## 1163                     N            3515        2006            Northeast
## 1164                     N             178        2007                 West
## 1165                     N            4092        1998              Midwest
## 1166                     N            1427        1977                 West
## 1167                     N            3414        1999              Midwest
## 1168                     N            1917        1912                South
## 1169                     N            4244        2006                 West
## 1170                     N            4069        1994                 West
## 1171                     N            3958        1977                 West
## 1172                     Y            3013        2005                South
## 1173                     Y            1063        1997              Midwest
## 1174                     N             533        1998                 West
## 1175                     N            1504        1985            Northeast
## 1176                     N            2410        2008            Northeast
## 1177                     N            3284        2008            Northeast
## 1178                     N             109        1979                 West
## 1179                     N            1409        2001                South
## 1180                     N             177        1992                South
## 1181                     N            3771        2003                 West
## 1182                     N             342        1843              Midwest
## 1183                     N           14560        2005                 West
## 1184                     N            2278        1975              Midwest
## 1185                     Y            3575        2011                South
## 1186                     N            2944        1997                South
## 1187                     N             801        1945              Midwest
## 1188                     N           24190        1993                South
## 1189                     N            2821        1975            Northeast
## 1190                     N            1723        1960              Midwest
## 1191                     N            5436        2014            Northeast
## 1192                     N             829        1984            Northeast
## 1193                     N              27        2007                 West
## 1194                     N             999        1998            Northeast
## 1195                     N             760        1989              Midwest
## 1196                     N            2142        2007            Northeast
## 1197                     N            1684        1912            Northeast
## 1198                     N             633        1980                South
## 1199                     N            1372        1995                 West
## 1200                     N            3408        1930              Midwest
## 1201                     N            3374        2012              Midwest
## 1202                     N            1472        2005              Midwest
## 1203                     Y            2126        1922                South
## 1204                     N           34554        2013              Midwest
## 1205                     N             968        2013              Midwest
## 1206                     N            2151        2012              Midwest
## 1207                     N            4057        1925              Midwest
## 1208                     N            3908        1968                South
## 1209                     N            1479        2007              Midwest
## 1210                     N            3751        2002                South
## 1211                     N            1014        1998              Midwest
## 1212                     N            2620        1998            Northeast
## 1213                     N           31859        1964                South
## 1214                     N            1917        2014                South
## 1215                     N            2821        1876            Northeast
## 1216                     N            1814        2002            Northeast
## 1217                     N            2865        1997            Northeast
## 1218                     N             918        2000            Northeast
## 1219                     N            3106        1975                 West
## 1220                     N            2365        2004                South
## 1221                     Y            1858        1989            Northeast
## 1222                     Y            3050        1879                 West
## 1223                     N            5877        2013                 West
## 1224                     N            1599        1982                South
## 1225                     N            2388        1996            Northeast
## 1226                     N            2405        1986                South
## 1227                     Y             956        2007            Northeast
## 1228                     N             610        2013            Northeast
## 1229                     N            1039        2011              Midwest
## 1230                     N            2200        2006                South
## 1231                     Y            2499        1997            Northeast
## 1232                     Y            1029        1988            Northeast
## 1233                     N             739        1998              Midwest
## 1234                     N            2347        1999                 West
## 1235                     N            2133        1999                South
## 1236                     N            1857        1971            Northeast
## 1237                     N             314        1997            Northeast
## 1238                     N              51        2002                 West
## 1239                     N            1998        1992                 West
## 1240                     N            4671        1991              Midwest
## 1241                     Y            3181        2003                South
## 1242                     Y            2388        1997                 West
## 1243                     N           18049        1996                 West
## 1244                     N            3196        1998            Northeast
## 1245                     Y            3984        2005                South
## 1246                     N             773        1996                South
## 1247                     N            3631        1995              Midwest
## 1248                     N             548        2005            Northeast
## 1249                     Y             614        1991                 West
## 1250                     N            1498        2001            Northeast
## 1251                     N            3101        1992                 West
## 1252                     N            1888        1998                South
## 1253                     N           18041        1973              Midwest
## 1254                     N            2665        1980                 West
## 1255                     N             364        1993            Northeast
## 1256                     N            1904        1911                South
## 1257                     N            1535        1947                South
## 1258                     N             711        1998              Midwest
## 1259                     N            1447        1984            Northeast
## 1260                     N             337        1990                South
## 1261                     N            2895        1949                South
## 1262                     Y            3405        2014                South
## 1263                     N            1492        2004                 West
## 1264                     N           24304        1838            Northeast
## 1265                     N            1914        1999                South
## 1266                     N            3880        2001                South
## 1267                     N            4644        1969            Northeast
## 1268                     N            4418        2008            Northeast
## 1269                     N             520        2004            Northeast
## 1270                     N           12180        2011            Northeast
## 1271                     N             946        2008            Northeast
## 1272                     N            7106        1989                 West
## 1273                     N             772        2003              Midwest
## 1274                     N             288        1972                 West
## 1275                     N            2632        2006              Midwest
## 1276                     N              92        2005              Midwest
## 1277                     N            2596        2001                South
## 1278                     N            3781        1886                 West
## 1279                     N             884        1990              Midwest
## 1280                     Y            2014        1800                South
## 1281                     N            3618        1979                 West
## 1282                     N            1688        2003                 West
## 1283                     N            5241        2003            Northeast
## 1284                     N          127586        1899                South
## 1285                     N          283641        1996              Midwest
## 1286                     N            2017        1996                South
## 1287                     N            2087        1977                 West
## 1288                     N            4935        2010            Northeast
## 1289                     N            1221        1986                 West
## 1290                     N            5409        2000                 West
## 1291                     Y            2355        1978                South
## 1292                     N             873        1976                 West
## 1293                     N             508        2001                 West
## 1294                     N            1770        2006            Northeast
## 1295                     N          134518        1967                 West
## 1296                     N            2450        1999                 West
## 1297                     N            3820        1991                 West
## 1298                     N           62949        1981                South
## 1299                     N           21155        1997            Northeast
## 1300                     N             262        1969                South
## 1301                     N             711        1991                South
## 1302                     N            4332        1999              Midwest
## 1303                     Y            1953        1950                 West
## 1304                     N            6331        1968                 West
## 1305                     N             854        2003              Midwest
## 1306                     N            6397        1976            Northeast
## 1307                     Y             923        1994                South
## 1308                     N            1139        1998            Northeast
## 1309                     N            2041        2004              Midwest
## 1310                     N            1802        1979                 West
## 1311                     N            3072        2006            Northeast
## 1312                     N           21299        2006                 West
## 1313                     N            2941        2008                South
## 1314                     N            3081        1999                 West
## 1315                     N            2996        1998                 West
## 1316                     N            1359        2001            Northeast
## 1317                     N            2617        1999              Midwest
## 1318                     N            3353        1995            Northeast
## 1319                     N            1376        1998            Northeast
## 1320                     N            2144        1850              Midwest
## 1321                     N            3175        2005                South
## 1322                     N          118278        2005                 West
## 1323                     N              29        1966            Northeast
## 1324                     N            2259        2004                South
## 1325                     N             104        1900                 West
## 1326                     N             275        2007                 West
## 1327                     N            2198        2004            Northeast
## 1328                     N            1559        1963                 West
## 1329                     N            3314        1998                 West
## 1330                     N              67        1986                 West
## 1331                     N            2446        2009            Northeast
## 1332                     Y            2750        2010            Northeast
## 1333                     N            4198        2006                 West
## 1334                     N            3754        1963                South
## 1335                     N            1274        2007                 West
## 1336                     N            2974        2012                South
## 1337                     N              67        2007              Midwest
## 1338                     N            4212        1947                 West
## 1339                     N            1571        1837              Midwest
## 1340                     N            5553        1976            Northeast
## 1341                     N            2205        1928                South
## 1342                     N            2016        1991            Northeast
## 1343                     Y            1764        1999                South
## 1344                     N            1974        2004              Midwest
## 1345                     N            4514        1998            Northeast
## 1346                     N          594472        1887                 West
## 1347                     N              56        2001                 West
## 1348                     N            4853        2001            Northeast
## 1349                     N            1802        1884              Midwest
## 1350                     N            1297        2007            Northeast
## 1351                     N             330        2000            Northeast
## 1352                     N            1060        1994              Midwest
## 1353                     N            3806        2000              Midwest
## 1354                     N             986        1986            Northeast
## 1355                     N            1911        2002              Midwest
## 1356                     N             452        1987            Northeast
## 1357                     N             141        1995                 West
## 1358                     N             787        2016                South
## 1359                     N              73        1999                South
## 1360                     Y             320        2000                South
## 1361                     N            4934        1929              Midwest
## 1362                     N             757        1948                 West
## 1363                     N            4931        1963              Midwest
## 1364                     N            2138        1969                South
## 1365                     N            2026        1977                 West
## 1366                     N            4655        2003                 West
## 1367                     N            4047        1994              Midwest
## 1368                     N            1031        2007            Northeast
## 1369                     N             868        1996            Northeast
## 1370                     N            1117        2006              Midwest
## 1371                     N             685        2015              Midwest
## 1372                     N            2499        1838                 West
## 1373                     N             347        1965                 West
## 1374                     N            4899        2006                 West
## 1375                     N            2813        2007                South
## 1376                     N            2161        1979              Midwest
## 1377                     N            1250        1979                 West
## 1378                     N            1840        2000                South
## 1379                     N          127571        1911                 West
## 1380                     N             644        1947            Northeast
## 1381                     N            1177        2003                 West
## 1382                     N            1166        2005              Midwest
## 1383                     Y            2100        2007              Midwest
## 1384                     N            4952        1992                South
## 1385                     N            3172        1909                 West
## 1386                     N            1159        2006                 West
## 1387                     N            3805        1985                 West
## 1388                     N            4491        2006                South
## 1389                     N            4438        2010                 West
## 1390                     N            2856        2002                South
## 1391                     Y            4013        2004                 West
## 1392                     N             997        2011            Northeast
## 1393                     N             491        1861            Northeast
## 1394                     N            1922        1992            Northeast
## 1395                     N            3936        1994                South
## 1396                     N            1849        2014              Midwest
## 1397                     N           14728        1911                 West
## 1398                     N            7135        1947                 West
## 1399                     N            1301        2000                 West
## 1400                     N             836        2013                South
## 1401                     N            2366        1998                 West
## 1402                     N             623        2007                South
## 1403                     N            1419        1984            Northeast
## 1404                     Y            9488        1979                 West
## 1405                     N             818        1984                 West
## 1406                     N           43838        1920                South
## 1407                     N            1772        1993            Northeast
## 1408                     N            5495        2013            Northeast
## 1409                     N            1870        1950                South
## 1410                     N          288512        2005                South
## 1411                     N            2704        1986                 West
## 1412                     N            2374        2008            Northeast
## 1413                     N            3920        2007            Northeast
## 1414                     N            2279        1989              Midwest
## 1415                     Y            1948        2007            Northeast
## 1416                     N             942        1839                 West
## 1417                     N            1022        2001                South
## 1418                     N             325        2013                South
## 1419                     N            2431        1876                South
## 1420                     N             502        2004            Northeast
## 1421                     N            3640        1989                 West
## 1422                     N            4434        2005              Midwest
## 1423                     N            1667        2005            Northeast
## 1424                     N             562        1998                South
## 1425                     N            3588        2001                 West
## 1426                     N            2468        1995            Northeast
## 1427                     N             266        1923                South
## 1428                     Y            4090        1997                 West
## 1429                     N             166        2011            Northeast
## 1430                     N            2326        2004            Northeast
## 1431                     N          144584        1991                South
## 1432                     N             293        1986                South
## 1433                     N            3729        1998                South
## 1434                     N            1342        2013                South
## 1435                     Y             330        1886                South
## 1436                     Y            2566        2008                 West
## 1437                     N            1724        1932                 West
## 1438                     N            3120        2001                South
## 1439                     N             254        1981               Island
## 1440                     N            4952        1997            Northeast
## 1441                     N           13112        1855              Midwest
## 1442                     N            6245        2002            Northeast
## 1443                     Y            1320        2001                 West
## 1444                     N            3159        2001            Northeast
## 1445                     Y             950        1986                South
## 1446                     N            3849        1998               Island
## 1447                     Y             697        1936                 West
## 1448                     Y             138        1817              Midwest
## 1449                     N             456        1931            Northeast
## 1450                     N             568        2005            Northeast
## 1451                     Y             907        1992                 West
## 1452                     N             814        1852                 West
## 1453                     N             619        1980              Midwest
## 1454                     N             689        2003            Northeast
## 1455                     N             451        1875            Northeast
## 1456                     N             622        1999                South
## 1457                     N             139        2010                 West
## 1458                     N            5807        1991                South
## 1459                     N            5064        1936                South
## 1460                     N            3155        1885              Midwest
## 1461                     N            3388        1998                South
## 1462                     N            3263        1975            Northeast
## 1463                     N            3953        2013                South
## 1464                     N            3883        1987                 West
## 1465                     N            4391        2003            Northeast
## 1466                     N            5982        2007              Midwest
## 1467                     N            6019        2000            Northeast
## 1468                     N            1812        1965                 West
## 1469                     N            1089        1973                South
## 1470                     N            2979        2004                South
## 1471                     N            1732        1977                South
## 1472                     N            2081        2002                South
## 1473                     N            1561        1800                South
## 1474                     N            2198        1934                 West
## 1475                     N             706        1994              Midwest
## 1476                     Y             527        1843                South
## 1477                     N             609        2000                 West
## 1478                     Y            1251        1977            Northeast
## 1479                     N            3843        2008                 West
## 1480                     N            2608        1999                South
## 1481                     N             746        1876                 West
## 1482                     N             419        2011                 West
## 1483                     N            1293        2000                 West
## 1484                     N            3664        2004            Northeast
## 1485                     N              35        2008                South
## 1486                     N            1758        2001            Northeast
## 1487                     N            4491        1998            Northeast
## 1488                     N            2837        2013                 West
## 1489                     N            1536        1994            Northeast
## 1490                     N            1176        1981              Midwest
## 1491                     N            1156        1992                 West
## 1492                     N            1137        1900                 West
## 1493                     N             304        2011            Northeast
## 1494                     N             812        1960                 West
## 1495                     Y             911        2010                South
## 1496                     N            2364        1850                 West
## 1497                     Y            2099        1932                 West
## 1498                     N            2869        1958            Northeast
## 1499                     N             283        2005                 West
## 1500                     N             541        1937            Northeast
## 1501                     N             366        1973            Northeast
## 1502                     N            3724        1991                South
## 1503                     N           90791        1987            Northeast
## 1504                     N            2457        1857            Northeast
## 1505                     N            1227        1997              Midwest
## 1506                     N            2745        2015              Midwest
## 1507                     N            2074        1924            Northeast
## 1508                     N            1424        1997              Midwest
## 1509                     N             881        1887                South
## 1510                     N             119        2002            Northeast
## 1511                     N            4630        2008            Northeast
## 1512                     N            1497        1997                 West
## 1513                     N            1768        2010                 West
## 1514                     Y             812        1997            Northeast
## 1515                     N            3914        1967                South
## 1516                     N            2360        2009              Midwest
## 1517                     N              42        1984                South
## 1518                     N            3388        1946                South
## 1519                     Y             765        1962            Northeast
## 1520                     N            2836        2011                South
## 1521                     N             297        2000                 West
## 1522                     N             867        1946                South
## 1523                     N             802        2002                South
## 1524                     N             741        1904                South
## 1525                     N            2678        2009                 West
## 1526                     N             996        1995            Northeast
## 1527                     N            2076        1947            Northeast
## 1528                     N            1736        2005              Midwest
## 1529                     N            1625        1979            Northeast
## 1530                     N            5117        1992                 West
## 1531                     N            2341        1987            Northeast
## 1532                     N            2357        1887            Northeast
## 1533                     N            1041        2002                 West
## 1534                     N            5661        1989                 West
## 1535                     N            1753        1995                 West
## 1536                     N            3654        1975                South
## 1537                     N            2940        2011                 West
## 1538                     N            2516        1885                South
## 1539                     N            3002        1997                South
## 1540                     N            3635        1886                 West
## 1541                     N            2508        2006                South
## 1542                     N             466        1993            Northeast
## 1543                     N            4109        2000                 West
## 1544                     Y             658        2010                South
## 1545                     N            3882        1975                 West
## 1546                     Y            1921        1968            Northeast
## 1547                     N            2034        2010                 West
## 1548                     N            3449        2012            Northeast
## 1549                     N            5254        1999                 West
## 1550                     N            3702        1952                South
## 1551                     N             888        1993               Island
## 1552                     N             262        1993              Midwest
## 1553                     N             374        2009            Northeast
## 1554                     Y            1941        2013                South
## 1555                     N            2380        1995            Northeast
## 1556                     Y            3478        1997            Northeast
## 1557                     N             878        2003              Midwest
## 1558                     N             938        2007                 West
## 1559                     N            3208        1994              Midwest
## 1560                     Y            5743        2001                 West
## 1561                     Y             786        2010                South
## 1562                     N            4367        1877                South
## 1563                     N            4562        2008                 West
## 1564                     N            1267        1947              Midwest
## 1565                     N            1350        2006            Northeast
## 1566                     N            2532        2009                South
## 1567                     N           34673        1981              Midwest
## 1568                     Y            5303        1991            Northeast
## 1569                     N            4495        2006                South
## 1570                     N            2389        2000                 West
## 1571                     N            2803        2007            Northeast
## 1572                     N            4163        1993            Northeast
## 1573                     N             105        1951            Northeast
## 1574                     N            3255        1966                South
## 1575                     N            2752        1962              Midwest
## 1576                     Y            4456        2012                 West
## 1577                     N            3456        1991               Island
## 1578                     N            1893        1998                 West
## 1579                     N            3663        1978            Northeast
## 1580                     Y            2504        2000                South
## 1581                     N            4135        1973            Northeast
## 1582                     N            4731        2008            Northeast
## 1583                     N            1426        2007              Midwest
## 1584                     N             714        2000              Midwest
## 1585                     N            1527        1854                 West
## 1586                     N           19157        1997                South
## 1587                     N            6362        2004                 West
## 1588                     N             718        2000            Northeast
## 1589                     N             479        2002            Northeast
## 1590                     N            1100        1918                South
## 1591                     N            2146        2008                South
## 1592                     N            3532        1915            Northeast
## 1593                     N            1504        1997                South
## 1594                     N            2170        1998                 West
## 1595                     N            3667        2011                South
## 1596                     N            5319        1838            Northeast
## 1597                     N            1132        1975            Northeast
## 1598                     N           25618        1876            Northeast
## 1599                     N            4722        2007            Northeast
## 1600                     N             917        2002                 West
## 1601                     N            3065        1973              Midwest
## 1602                     N             322        2013            Northeast
## 1603                     N            5725        1984                South
## 1604                     Y             501        1998                South
## 1605                     N             696        1991                South
## 1606                     N            4786        1938               Island
## 1607                     N             637        2008                South
## 1608                     N            1507        1937               Island
## 1609                     N             853        2000            Northeast
## 1610                     Y            2414        1959                 West
## 1611                     N            3620        2001              Midwest
## 1612                     N            1995        2005              Midwest
## 1613                     N           22888        1998              Midwest
## 1614                     N            1438        1911                 West
## 1615                     N            3249        1888            Northeast
## 1616                     N            1073        2013                 West
## 1617                     N            4377        1998                South
## 1618                     N            1696        1999            Northeast
## 1619                     N            1805        2005                 West
## 1620                     N            3860        2007            Northeast
## 1621                     N            3302        2002                South
## 1622                     N            1426        2007                 West
## 1623                     N            1839        1964              Midwest
## 1624                     N            3416        2005            Northeast
## 1625                     N             653        2013                 West
## 1626                     N            4242        1996                 West
## 1627                     Y           60548        2007                South
## 1628                     N            1085        1999            Northeast
## 1629                     N            3058        1994              Midwest
## 1630                     N            1608        1995                 West
## 1631                     N            1267        1986            Northeast
## 1632                     N             204        1971                South
## 1633                     N            2575        1997            Northeast
## 1634                     N            5187        2003                 West
## 1635                     N            1743        2005                 West
## 1636                     N           20237        1970            Northeast
## 1637                     N           36459        1884                 West
## 1638                     Y            1230        1978                South
## 1639                     Y            1993        2001                South
## 1640                     N            2159        2003                 West
## 1641                     Y            7833        2001              Midwest
## 1642                     N             524        2003               Island
## 1643                     N            2850        2006               Island
## 1644                     N             647        1999            Northeast
## 1645                     N            4164        2004                 West
## 1646                     N            3027        1997            Northeast
## 1647                     N            1592        1923            Northeast
## 1648                     N             210        1986                 West
## 1649                     Y          156645        1978                 West
## 1650                     N            3212        1940                South
## 1651                     N            1682        1998                South
## 1652                     N             514        2008              Midwest
## 1653                     N           29948        1972                 West
## 1654                     N             332        2001                 West
## 1655                     N            2757        1987                 West
## 1656                     Y            4702        2013                South
## 1657                     Y            4097        2003                 West
## 1658                     N            1566        1902                South
## 1659                     Y            1624        1985                South
## 1660                     Y            1326        1972                 West
## 1661                     N            1251        2004            Northeast
## 1662                     N             122        1980                South
## 1663                     N             540        1997                 West
## 1664                     N            1129        2007                South
## 1665                     N            1368        1968              Midwest
## 1666                     N            3392        1983            Northeast
## 1667                     N             542        1991                South
## 1668                     Y            1817        1996                South
## 1669                     N            3060        1991              Midwest
## 1670                     N            1297        1956                South
## 1671                     N             520        1996            Northeast
## 1672                     N            2386        1973            Northeast
## 1673                     N             770        2012                 West
## 1674                     N            1309        1966                 West
## 1675                     N            6664        2011                 West
## 1676                     N            3598        1921            Northeast
## 1677                     N            1452        2003            Northeast
## 1678                     Y            2468        2005                South
## 1679                     N            2477        1971                South
## 1680                     N            2194        2001            Northeast
## 1681                     Y            2012        2012                 West
## 1682                     N            4234        2008                 West
## 1683                     N            1113        2011                 West
## 1684                     N            1979        2004            Northeast
## 1685                     N              45        1994            Northeast
## 1686                     N            1627        1978              Midwest
## 1687                     N            3265        1972            Northeast
## 1688                     N            4647        2000                 West
## 1689                     N            1811        1973              Midwest
## 1690                     N            1153        2005            Northeast
## 1691                     N            8145        2011              Midwest
## 1692                     N            1757        2001            Northeast
## 1693                     N            2553        1890                South
## 1694                     N           19619        1981            Northeast
## 1695                     N             764        1994                 West
## 1696                     N             563        1978            Northeast
## 1697                     N             798        2007            Northeast
## 1698                     N             389        2009              Midwest
## 1699                     N             736        1889              Midwest
## 1700                     Y            3083        2004                South
## 1701                     N            2871        1986                South
## 1702                     N            1518        1992              Midwest
## 1703                     N            1751        2009            Northeast
## 1704                     N           57909        1888                 West
## 1705                     N            1175        2001                 West
## 1706                     N            5120        2012                 West
## 1707                     N           83371        2011                 West
## 1708                     N             622        1984            Northeast
## 1709                     N            2001        2007            Northeast
## 1710                     N            2481        1987                 West
## 1711                     Y             262        2013                 West
## 1712                     N             524        1996                 West
## 1713                     N            4123        2007                South
## 1714                     N            2248        1994            Northeast
## 1715                     N            1834        1804            Northeast
## 1716                     N            3150        1985                South
## 1717                     N              78        2012                 West
## 1718                     N            1073        1949            Northeast
## 1719                     N            4667        2000                 West
## 1720                     Y            3422        2010              Midwest
## 1721                     N             105        2005            Northeast
## 1722                     Y            1852        1954                South
## 1723                     N             665        1900                South
## 1724                     N            1828        1898                 West
## 1725                     Y            2536        1994            Northeast
## 1726                     N            1947        1909            Northeast
## 1727                     N            3519        2006                South
## 1728                     N             573        2015                 West
## 1729                     N            2246        2000                South
## 1730                     N            3421        2009            Northeast
## 1731                     N            1534        1997                South
## 1732                     N            2125        2010              Midwest
## 1733                     N             939        1946                 West
## 1734                     N            2701        1946                South
## 1735                     N            1250        1919                South
## 1736                     N            2863        1988            Northeast
## 1737                     N            4789        2005                South
## 1738                     Y            3389        2012                 West
## 1739                     N            3861        1985              Midwest
## 1740                     N            1672        1981            Northeast
## 1741                     N            3258        1900                South
## 1742                     Y            1209        2006            Northeast
## 1743                     N            2258        2004                 West
## 1744                     N            4730        1868              Midwest
## 1745                     N            2342        1979            Northeast
## 1746                     N            1767        1948                 West
## 1747                     N            3663        1999                South
## 1748                     N            2141        1992            Northeast
## 1749                     N            1690        1823                South
## 1750                     N            3831        1999                South
## 1751                     N            1036        1986            Northeast
## 1752                     N            1783        2000            Northeast
## 1753                     Y            1927        2001                 West
## 1754                     N            1216        2012            Northeast
## 1755                     N            5222        1998                South
## 1756                     N            2091        2000              Midwest
## 1757                     N            1148        2004              Midwest
## 1758                     Y            2228        1987                South
## 1759                     N             638        1988                 West
## 1760                     Y            4299        1893              Midwest
## 1761                     N            2896        2001            Northeast
## 1762                     N            2423        1993            Northeast
## 1763                     N            2399        2007              Midwest
## 1764                     N            4826        1994                 West
## 1765                     N            1799        1999              Midwest
## 1766                     N            4599        1996            Northeast
## 1767                     Y             457        1837                South
## 1768                     Y            1998        1908                South
## 1769                     N             134        1998                South
## 1770                     N            2726        2010                 West
## 1771                     N             128        1833              Midwest
## 1772                     Y            1058        1984                South
## 1773                     N            2753        1999            Northeast
## 1774                     N            2054        2004                South
## 1775                     N             464        1941                South
## 1776                     N            3540        1987                South
## 1777                     N            4442        1968                South
## 1778                     N            3062        2014                 West
## 1779                     N             450        1974            Northeast
## 1780                     N            1040        1998                 West
## 1781                     N            2640        1994            Northeast
## 1782                     N            1305        2001              Midwest
## 1783                     N             732        2003            Northeast
## 1784                     N            3240        1986            Northeast
## 1785                     N            1846        1971                 West
## 1786                     N             470        2005                 West
## 1787                     N            2684        1855                South
## 1788                     N           10449        1976                South
## 1789                     N             347        2001                South
## 1790                     N           13423        1991            Northeast
## 1791                     N            4058        2009                 West
## 1792                     N             503        2010              Midwest
## 1793                     N            3167        1981            Northeast
## 1794                     N            3496        2002            Northeast
## 1795                     N            3432        1989              Midwest
## 1796                     N            1769        2005                South
## 1797                     N            1695        1928                South
## 1798                     N            1899        1982                South
## 1799                     N             199        2013                South
## 1800                     N            2682        1995            Northeast
## 1801                     N            4709        1995                 West
## 1802                     N            2887        1990                 West
## 1803                     N            1346        2003            Northeast
## 1804                     N           32503        1925                South
## 1805                     N             259        1975            Northeast
## 1806                     Y             612        1999              Midwest
## 1807                     N             153        1996              Midwest
## 1808                     N            1983        2004                 West
## 1809                     Y            4081        2008                South
## 1810                     N            3940        1917                South
## 1811                     Y            5815        1847                 West
## 1812                     N          108200        1994                South
## 1813                     N             239        2001                 West
## 1814                     N            5441        2006                 West
## 1815                     N             558        1981              Midwest
## 1816                     N            4246        2006                 West
## 1817                     N            4478        1982            Northeast
## 1818                     Y            1248        1999                South
## 1819                     N             867        2013                 West
## 1820                     N            1600        1966                 West
## 1821                     N            1688        1994            Northeast
## 1822                     Y            2938        1986                 West
## 1823                     N            3463        1980              Midwest
## 1824                     N            4400        1999              Midwest
## 1825                     Y             498        1999                 West
## 1826                     N            1684        2004                South
## 1827                     Y              13        1989            Northeast
## 1828                     Y            1571        2001                South
## 1829                     N            1039        1992                 West
## 1830                     N            1353        1999            Northeast
## 1831                     Y            1021        1993              Midwest
## 1832                     N            3824        1817                South
## 1833                     Y              37        1986            Northeast
## 1834                     N           19524        1975                 West
## 1835                     N             451        1968                 West
## 1836                     N             752        1970            Northeast
## 1837                     Y            1670        2004                South
## 1838                     N             631        2008                 West
## 1839                     N            4297        1986                South
## 1840                     N            4505        1999                 West
## 1841                     N            2093        1980            Northeast
## 1842                     N            1124        2008                South
## 1843                     N            1060        1838                South
## 1844                     N           54598        1992                 West
## 1845                     N            1336        1925                South
## 1846                     N            2831        1996              Midwest
## 1847                     N            1424        2007            Northeast
## 1848                     N            4612        2000              Midwest
## 1849                     N            1377        1993                 West
## 1850                     Y            2624        1885                 West
## 1851                     Y            1866        1923                South
## 1852                     N            2850        1999                South
## 1853                     N            1906        1999                 West
## 1854                     N            4314        1968            Northeast
## 1855                     N             320        1994            Northeast
## 1856                     N            2633        1962            Northeast
## 1857                     N            4749        1985            Northeast
## 1858                     N            2375        2014            Northeast
## 1859                     N             219        2011              Midwest
## 1860                     Y            5066        1987            Northeast
## 1861                     N            1594        1982            Northeast
## 1862                     N             516        1986              Midwest
## 1863                     N            5572        2003                South
## 1864                     N            4325        1965                South
## 1865                     N            1420        1997            Northeast
## 1866                     N            2557        1978              Midwest
## 1867                     N            3216        2003              Midwest
## 1868                     Y             430        1934              Midwest
## 1869                     N            3648        1998              Midwest
## 1870                     N            1730        2012            Northeast
## 1871                     N            2317        2005              Midwest
## 1872                     N             183        1975                 West
## 1873                     N            1015        1938                 West
## 1874                     N             927        1997                 West
## 1875                     Y            2266        1922                South
## 1876                     N            1203        2003                 West
## 1877                     N            2693        2006                 West
## 1878                     N            4589        2010              Midwest
## 1879                     N            3201        1995                 West
## 1880                     N            1126        1998              Midwest
## 1881                     N             636        2007                 West
## 1882                     N            4673        2005                 West
## 1883                     Y            3814        1800            Northeast
## 1884                     N            1438        2003                 West
## 1885                     N            2506        2007              Midwest
## 1886                     N            1382        1997            Northeast
## 1887                     N            4371        2005                 West
## 1888                     N           67632        2001              Midwest
## 1889                     N            4608        1872                South
## 1890                     N            1268        2012                South
## 1891                     N            3725        1971            Northeast
## 1892                     N             833        1998                South
## 1893                     N             443        1954            Northeast
## 1894                     Y            3541        1986                South
## 1895                     N            2163        1962              Midwest
## 1896                     N            4520        2008                South
## 1897                     N            1434        1991            Northeast
## 1898                     N             364        2004                 West
## 1899                     N            2009        2010                 West
## 1900                     N            2867        2005            Northeast
## 1901                     Y             365        2005              Midwest
## 1902                     N            1319        1993            Northeast
## 1903                     N             734        2002                 West
## 1904                     N            2543        2005                South
## 1905                     N            3190        2009            Northeast
## 1906                     Y             297        2006                 West
## 1907                     N            2748        1994            Northeast
## 1908                     N            4320        1986            Northeast
## 1909                     Y            2478        1909            Northeast
## 1910                     Y             190        2004              Midwest
## 1911                     N             376        1926            Northeast
## 1912                     N             473        1989            Northeast
## 1913                     N             543        1998                South
## 1914                     N             655        1989                South
## 1915                     N             483        1999                South
## 1916                     N            2359        1981              Midwest
## 1917                     N           15095        2011                 West
## 1918                     N            2063        1868              Midwest
## 1919                     N            4158        1997            Northeast
## 1920                     N            4622        2005                South
## 1921                     N            1685        2003                 West
## 1922                     N             250        2007              Midwest
## 1923                     N            2272        2004                 West
## 1924                     N             999        1875                South
## 1925                     N            3385        1997            Northeast
## 1926                     N           29941        2005                South
## 1927                     N             133        2009                 West
## 1928                     N            3840        1999                 West
## 1929                     N             787        1998                 West
## 1930                     N             534        2005            Northeast
## 1931                     N           79245        1867               Island
## 1932                     N           65092        2001              Midwest
## 1933                     N            1270        2000                 West
## 1934                     N           11372        1965              Midwest
## 1935                     N             650        2008            Northeast
## 1936                     N            3449        1998                South
## 1937                     N            2455        1838                 West
## 1938                     N            2650        2002            Northeast
## 1939                     N           18093        1995                South
## 1940                     N             711        1998            Northeast
## 1941                     N            1798        2012            Northeast
## 1942                     Y            2915        1997                 West
## 1943                     N            2950        1999                 West
## 1944                     N            4180        2006            Northeast
## 1945                     N            4393        1839            Northeast
## 1946                     N             372        2008            Northeast
## 1947                     N             368        1981            Northeast
## 1948                     N            2326        2003              Midwest
## 1949                     N            5935        2012              Midwest
## 1950                     Y             292        1838                South
## 1951                     N            1806        2005                South
## 1952                     N             978        1949                South
## 1953                     N             323        1999                South
## 1954                     N            5684        1989            Northeast
## 1955                     N            1769        2006               Island
## 1956                     N            1363        2001              Midwest
## 1957                     Y            3862        1980                South
## 1958                     N            1383        1974                 West
## 1959                     Y            3211        2013            Northeast
## 1960                     N           26052        2007                South
## 1961                     N           33130        1990                South
## 1962                     N            2031        1918            Northeast
## 1963                     Y            3624        1914            Northeast
## 1964                     N            2240        1992            Northeast
## 1965                     N            3731        1999                South
## 1966                     N            2293        1998                South
## 1967                     N             403        1855            Northeast
## 1968                     N            4261        1986            Northeast
## 1969                     N            2677        1836              Midwest
## 1970                     N             623        1980                 West
## 1971                     N             777        2005                 West
## 1972                     N            3571        1998                South
## 1973                     Y            3381        1992            Northeast
## 1974                     N            3557        1989                South
## 1975                     N            2233        2005                South
## 1976                     N            4148        2005                South
## 1977                     N            3146        2008                 West
## 1978                     N            1528        1996            Northeast
## 1979                     N             784        2014              Midwest
## 1980                     N            4541        2004            Northeast
## 1981                     N             613        1952              Midwest
## 1982                     N            4743        2014                South
## 1983                     N            1258        1838                South
## 1984                     N              71        1996              Midwest
## 1985                     N            3616        2008                 West
## 1986                     N            4959        2003                South
## 1987                     N             810        2005                 West
## 1988                     N             953        2004              Midwest
## 1989                     N            3433        1981                South
## 1990                     Y          342120        1997                South
## 1991                     Y             290        2012                South
## 1992                     N             324        2000                South
## 1993                     N            2672        1984                South
## 1994                     N            2939        1982                South
## 1995                     N            4368        1994            Northeast
## 1996                     N            4066        1996                South
## 1997                     N            1779        1989            Northeast
## 1998                     N            1550        1986            Northeast
## 1999                     Y             491        2000                 West
## 2000                     N            1879        2008              Midwest
## 2001                     N            3090        2006            Northeast
## 2002                     N            2583        1996            Northeast
## 2003                     N            3275        1939                 West
## 2004                     N            1725        1971            Northeast
## 2005                     N            2285        1871                South
## 2006                     N            3721        1970                South
## 2007                     N             242        2007              Midwest
## 2008                     N            3245        2007                 West
## 2009                     N            1127        2008                 West
## 2010                     N            3111        1978            Northeast
## 2011                     N             709        2005                 West
## 2012                     Y              39        1969                South
## 2013                     N            2056        1987                South
## 2014                     N           19672        2000                South
## 2015                     N             910        1998            Northeast
## 2016                     Y             507        1986                 West
## 2017                     N            3020        1989                 West
## 2018                     N            3010        1996                 West
## 2019                     Y            2431        2005            Northeast
## 2020                     N             491        2004            Northeast
## 2021                     N            3265        1994                South
## 2022                     N             397        2000            Northeast
## 2023                     N            4797        2010                 West
## 2024                     N             912        1988                 West
## 2025                     Y            2670        1998                South
## 2026                     N            1542        1989                South
## 2027                     N             338        2005                South
## 2028                     N            2337        1996                South
## 2029                     N            1276        1940                 West
## 2030                     N            2497        1984              Midwest
## 2031                     N              93        1989              Midwest
## 2032                     N             542        1970              Midwest
## 2033                     Y            3111        2006                South
## 2034                     N            2845        2008              Midwest
## 2035                     N            1334        2001            Northeast
## 2036                     N            5084        2005                South
## 2037                     N            4569        1946                South
## 2038                     N             673        1981            Northeast
## 2039                     Y             200        2010            Northeast
## 2040                     N            4422        1971                 West
## 2041                     N             481        1996                South
## 2042                     N            1701        2001            Northeast
## 2043                     N            4487        1946                South
## 2044                     N            3429        2010            Northeast
## 2045                     N            2998        1998                 West
## 2046                     N            1560        1987                 West
## 2047                     N             766        1998                South
## 2048                     N            2943        2001               Island
## 2049                     N            3163        2004                South
## 2050                     N           22304        2002              Midwest
## 2051                     N            1610        1995                South
## 2052                     N             388        1996            Northeast
## 2053                     Y             110        2004                 West
## 2054                     N            4176        2006              Midwest
## 2055                     N            3902        2000                South
## 2056                     N            3448        2007            Northeast
## 2057                     N            1278        1971            Northeast
## 2058                     Y            1717        2004                 West
## 2059                     N             129        1997                 West
## 2060                     N            5473        2001              Midwest
## 2061                     N            2667        1963              Midwest
## 2062                     N            1697        1923            Northeast
## 2063                     N            3751        1984                 West
## 2064                     N            2269        1994            Northeast
## 2065                     N             327        2009            Northeast
## 2066                     N            2069        2008              Midwest
## 2067                     Y            2044        1932                 West
## 2068                     N            1276        2002                South
## 2069                     N            4504        1952                 West
## 2070                     Y            2797        1898                South
## 2071                     N            4214        1999            Northeast
## 2072                     N            4327        1996              Midwest
## 2073                     N            1850        2004                South
## 2074                     N            2959        2000              Midwest
## 2075                     N             718        1971              Midwest
## 2076                     N            2735        2005            Northeast
## 2077                     Y            1256        1919                South
## 2078                     N             317        2000                 West
## 2079                     N            3830        1985                 West
## 2080                     N             921        2007            Northeast
## 2081                     N            2464        1989                 West
## 2082                     N             443        1996              Midwest
## 2083                     N            1323        1962            Northeast
## 2084                     Y             192        1984                South
## 2085                     N            4044        1970            Northeast
## 2086                     Y            3914        1995                South
## 2087                     N            5010        1969            Northeast
## 2088                     N            2411        1850            Northeast
## 2089                     N             870        1985                 West
## 2090                     N             222        1982              Midwest
## 2091                     N             809        1909              Midwest
## 2092                     Y             849        2010                 West
## 2093                     N              33        2003                South
## 2094                     N            1214        1980                 West
## 2095                     N            2555        2005            Northeast
## 2096                     N            1564        1990            Northeast
## 2097                     N             962        1999              Midwest
## 2098                     N            1929        1869                 West
## 2099                     N            2685        2013                South
## 2100                     N            2154        2005              Midwest
## 2101                     N            2353        1965              Midwest
## 2102                     Y             666        2014                 West
## 2103                     N            3472        1980            Northeast
## 2104                     Y            1975        1988            Northeast
## 2105                     N             385        2010            Northeast
## 2106                     N            5582        1996                South
## 2107                     N             724        2003            Northeast
## 2108                     Y            3037        2009                 West
## 2109                     N             680        1995            Northeast
## 2110                     N            3533        1993                 West
## 2111                     N            1802        1881                South
## 2112                     N             592        1838                 West
## 2113                     N           22901        2000                 West
## 2114                     N             986        1978                South
## 2115                     N            2030        1965                 West
## 2116                     N           23858        2006                 West
## 2117                     N            4559        1838            Northeast
## 2118                     N           69962        1996              Midwest
## 2119                     N            8438        1998                 West
## 2120                     N            2479        1978                 West
## 2121                     N            1082        1998                South
## 2122                     Y             965        2012                South
## 2123                     N             721        2008                South
## 2124                     N            3004        1979               Island
## 2125                     N           25994        1994                 West
## 2126                     N            1566        1948                 West
## 2127                     N            1223        2007                South
## 2128                     N            3151        1849              Midwest
## 2129                     N            5213        2001            Northeast
## 2130                     N            1691        2003            Northeast
## 2131                     N            1690        1972                South
## 2132                     N              16        1998                 West
## 2133                     Y            1388        1986                South
## 2134                     N            1621        1996                South
## 2135                     N            1319        2002            Northeast
## 2136                     N            2345        1999                 West
## 2137                     N            2569        1849            Northeast
## 2138                     N            1469        2010            Northeast
## 2139                     N            3139        1968            Northeast
## 2140                     N            2082        2011                 West
## 2141                     N           20124        2002            Northeast
## 2142                     N            3825        1952                South
## 2143                     Y            1430        1937                South
## 2144                     N          136307        1838            Northeast
## 2145                     N            3352        2005                South
## 2146                     N            1126        1985              Midwest
## 2147                     N            2260        1983                South
## 2148                     N            5205        2001                 West
## 2149                     N            4494        2007                South
## 2150                     N            4579        1855            Northeast
## 2151                     N            1377        2006            Northeast
## 2152                     N            2007        1988                South
## 2153                     N            3095        1967                South
## 2154                     Y            2932        1998                 West
## 2155                     N             508        1989                 West
## 2156                     N             365        1948              Midwest
## 2157                     N            7195        1977                South
## 2158                     N             224        1971                 West
## 2159                     Y            4991        1923                South
## 2160                     N            1648        1977                 West
## 2161                     N            3275        1941                 West
## 2162                     Y            2548        1869                 West
## 2163                     N           28916        1968            Northeast
## 2164                     N             516        1996              Midwest
## 2165                     N             649        2001                South
## 2166                     Y             947        1847                South
## 2167                     Y             259        1998                South
## 2168                     N            3992        1967                South
## 2169                     N            2198        1967                South
## 2170                     N            2566        1838                 West
## 2171                     N            2781        1979              Midwest
## 2172                     Y            2203        2013                 West
## 2173                     Y           69276        2006            Northeast
## 2174                     N            2940        1840            Northeast
## 2175                     N           51114        2006            Northeast
## 2176                     N            3355        2001              Midwest
## 2177                     N            2948        2004            Northeast
## 2178                     N            5709        2005                South
## 2179                     N             138        1977                 West
## 2180                     N            5545        2005                 West
## 2181                     N            2723        1952              Midwest
## 2182                     N            1006        1851                 West
## 2183                     N            1720        2007            Northeast
## 2184                     N            2206        1997            Northeast
## 2185                     N            1127        1922                South
## 2186                     N            3246        2007                South
## 2187                     Y             650        1872            Northeast
## 2188                     N            3920        1866            Northeast
## 2189                     N            5072        1975                 West
## 2190                     N            2935        2014            Northeast
## 2191                     N            3545        1990                South
## 2192                     Y             128        1985                South
## 2193                     Y            2055        2012                South
## 2194                     N            1842        1982                 West
## 2195                     N          145007        2012                 West
## 2196                     N            1594        1999                South
## 2197                     N            4385        1994                South
## 2198                     N             261        2006               Island
## 2199                     N             739        2006            Northeast
## 2200                     N            4909        2012                South
## 2201                     N            5140        1993                 West
## 2202                     N            1871        1954              Midwest
## 2203                     N            5146        1962                 West
## 2204                     N            3780        1991            Northeast
## 2205                     N             206        1999                 West
## 2206                     N             148        1977            Northeast
## 2207                     N             637        1876                South
## 2208                     N            4329        2001                 West
## 2209                     Y             967        1998                South
## 2210                     N            2447        1980                 West
## 2211                     Y            2263        2004                 West
## 2212                     N            3314        2010                 West
## 2213                     N            3386        2005              Midwest
## 2214                     N            1737        1996            Northeast
## 2215                     N            4907        2008                South
## 2216                     N             869        1997                 West
## 2217                     Y            4377        1992                South
## 2218                     N            3533        2011              Midwest
## 2219                     N             791        1978            Northeast
## 2220                     N            3669        2007            Northeast
## 2221                     Y            5611        2006              Midwest
## 2222                     N            3612        2003                 West
## 2223                     N             381        1908              Midwest
## 2224                     N            2609        2003            Northeast
## 2225                     Y            2310        1997            Northeast
## 2226                     N            1272        1899                 West
## 2227                     N            1479        2000              Midwest
## 2228                     N           15671        2001              Midwest
## 2229                     N             443        2006            Northeast
## 2230                     N             869        1984              Midwest
## 2231                     N             271        1999              Midwest
## 2232                     N            3044        2011            Northeast
## 2233                     N             964        1996              Midwest
## 2234                     N             607        1968                 West
## 2235                     N             600        1990            Northeast
## 2236                     N              36        1943                 West
## 2237                     N            2782        1968                 West
## 2238                     Y            4057        2013                 West
## 2239                     N            1719        1978            Northeast
## 2240                     N             264        1993              Midwest
## 2241                     N            1360        1989            Northeast
## 2242                     Y             835        1969                South
## 2243                     N             325        1920            Northeast
## 2244                     N            5578        2003            Northeast
## 2245                     N            4092        1997                 West
## 2246                     N            3081        1893            Northeast
## 2247                     N             634        1869                South
## 2248                     Y            1929        2012                South
## 2249                     N            2238        2009              Midwest
## 2250                     N            2026        2005                South
## 2251                     N            3867        1999            Northeast
## 2252                     N            2988        2001                 West
## 2253                     N            4916        2004                 West
## 2254                     N            1747        1999                South
## 2255                     N            3408        1966               Island
## 2256                     N            3374        1998                South
## 2257                     N             417        1998            Northeast
## 2258                     N             632        1976                 West
## 2259                     N            4921        1998                South
## 2260                     N            1504        1957                 West
## 2261                     N            1588        2012                South
## 2262                     N            2577        1984              Midwest
## 2263                     N            2259        1996                 West
## 2264                     Y             844        2008                 West
## 2265                     N             405        2012            Northeast
## 2266                     N            1414        1856            Northeast
## 2267                     N           23890        1845                South
## 2268                     N            1023        1977                 West
## 2269                     N            1264        2004                 West
## 2270                     N            3059        1967                 West
## 2271                     Y            1252        1999                 West
## 2272                     N             598        1999            Northeast
## 2273                     N            5456        2010                South
## 2274                     N            1976        1962              Midwest
## 2275                     N            1433        1997                 West
## 2276                     N            3763        2001              Midwest
## 2277                     N            2067        2010                 West
## 2278                     N            2985        2008                South
## 2279                     N             930        1855                 West
## 2280                     N            1801        1975                South
## 2281                     N            2720        1886                South
## 2282                     N            1479        1863              Midwest
## 2283                     N            2545        1999                South
## 2284                     N             273        1959                 West
## 2285                     N            1925        1998                 West
## 2286                     N            1016        1991                South
## 2287                     N            2602        1945                South
## 2288                     N            1551        2002               Island
## 2289                     N            2095        1987                 West
## 2290                     N            4226        2004              Midwest
## 2291                     N            1853        1926            Northeast
## 2292                     N            3180        1987                South
## 2293                     N            3504        2000                South
## 2294                     N            1442        2007                South
## 2295                     N            2895        2006                South
## 2296                     N            1278        2008                 West
## 2297                     Y            3026        2001                South
## 2298                     N             633        2009            Northeast
## 2299                     N            2581        1974              Midwest
## 2300                     N            3039        1964                 West
## 2301                     N             349        2003                 West
## 2302                     N            2431        1954                 West
## 2303                     N            2673        1817              Midwest
## 2304                     N            1628        1847              Midwest
## 2305                     N            2720        1996            Northeast
## 2306                     N            5887        1878                South
## 2307                     N            1390        1869              Midwest
## 2308                     N            2103        1889                South
## 2309                     N            1509        1997                South
## 2310                     N            2353        1997              Midwest
## 2311                     N            4936        1994                 West
## 2312                     N            4793        2009                South
## 2313                     N            2327        1969                South
## 2314                     N            1011        2001                 West
## 2315                     N            2866        2008              Midwest
## 2316                     Y             120        2012            Northeast
## 2317                     Y            3097        1876            Northeast
## 2318                     N            3866        2006                 West
## 2319                     N            4287        2007            Northeast
## 2320                     Y             255        2001                 West
## 2321                     N            3334        1987                South
## 2322                     N             205        2007                 West
## 2323                     N            1316        2006                South
## 2324                     Y            2378        2006            Northeast
## 2325                     N            3735        2013                 West
## 2326                     N             594        2000              Midwest
## 2327                     N            3490        2010                South
## 2328                     N            2115        1873                South
## 2329                     N          180697        1904                South
## 2330                     Y            3673        2013                South
## 2331                     N            2676        1995            Northeast
## 2332                     N            7999        1996            Northeast
## 2333                     N            1546        1983                 West
## 2334                     Y            1539        1977              Midwest
## 2335                     N             352        2004                South
## 2336                     N              98        1939              Midwest
## 2337                     N            4868        2001            Northeast
## 2338                     N             531        1961                South
## 2339                     N             334        1947                South
## 2340                     N          188650        1977                South
## 2341                     N             822        1947                 West
## 2342                     N             543        1990            Northeast
## 2343                     N            4460        2005              Midwest
## 2344                     N             885        1904               Island
## 2345                     N            3524        2002                 West
## 2346                     N            1169        1997                 West
## 2347                     N             275        2000                South
## 2348                     N            2446        2006            Northeast
## 2349                     N             555        1982                South
## 2350                     N            3994        1955                 West
## 2351                     N            2309        2007                 West
## 2352                     Y             594        2002              Midwest
## 2353                     N            1871        2009              Midwest
## 2354                     Y            1367        2011                South
## 2355                     N            4379        2004                 West
## 2356                     N             707        1987                South
## 2357                     N             638        1871                 West
## 2358                     N            1280        1994                 West
## 2359                     N            1380        2008                 West
## 2360                     N            3528        2002            Northeast
## 2361                     Y            2236        1855                 West
## 2362                     N            1503        2009              Midwest
## 2363                     N            1503        2001               Island
## 2364                     N             488        1997                South
## 2365                     N            2871        1880              Midwest
## 2366                     N            1154        1987              Midwest
## 2367                     N            2432        2001                 West
## 2368                     N            3645        1970            Northeast
## 2369                     N            1418        1868                South
## 2370                     N            1383        1980                South
## 2371                     N            1051        1880                 West
## 2372                     N            2296        1997            Northeast
## 2373                     N             420        2013            Northeast
## 2374                     N            3685        1981                South
## 2375                     N             268        1985                South
## 2376                     N             448        1836                South
## 2377                     N            4098        1992                 West
## 2378                     N            2888        1836                South
## 2379                     N             914        1858                South
## 2380                     N             189        2013              Midwest
## 2381                     N            1820        1970              Midwest
## 2382                     Y             566        1855                South
## 2383                     N              52        2007                 West
## 2384                     N            1647        2010            Northeast
## 2385                     N            3863        2007                 West
## 2386                     N            1614        2000                South
## 2387                     N            1042        1979            Northeast
## 2388                     N             130        2001                 West
## 2389                     N            2899        1968            Northeast
## 2390                     N             289        1909            Northeast
## 2391                     N            1416        1962            Northeast
## 2392                     N             497        2008                South
## 2393                     N            4722        2006              Midwest
## 2394                     N            3311        1989                 West
## 2395                     N             945        2010                 West
## 2396                     N            3034        1995                 West
## 2397                     Y             126        2013                 West
## 2398                     N          127274        1997               Island
## 2399                     N           16808        2002                South
## 2400                     N             171        2005                 West
## 2401                     N          253772        1838            Northeast
## 2402                     N             439        1874              Midwest
## 2403                     N            1822        1983            Northeast
## 2404                     Y            1411        2009                 West
## 2405                     N            1687        1992            Northeast
## 2406                     N            2052        2001                South
## 2407                     N            4912        1947              Midwest
## 2408                     N            1823        2006                South
## 2409                     N             503        2005              Midwest
## 2410                     N            1986        1998            Northeast
## 2411                     Y            4164        1986                 West
## 2412                     N             270        2012              Midwest
## 2413                     N            6513        2006            Northeast
## 2414                     N             589        1885            Northeast
## 2415                     N            2686        2000              Midwest
## 2416                     N            5430        1867                South
## 2417                     Y            2481        2010                South
## 2418                     N             839        1975            Northeast
## 2419                     N            2259        1998              Midwest
## 2420                     N             185        1997            Northeast
## 2421                     N             700        1992              Midwest
## 2422                     N            1076        2011                 West
## 2423                     Y             723        2001                South
## 2424                     N            1814        2000            Northeast
## 2425                     Y             690        2011              Midwest
## 2426                     N            3083        2005              Midwest
## 2427                     N            3416        2001                South
## 2428                     N             800        1999            Northeast
## 2429                     N             970        2000              Midwest
## 2430                     N           80778        1998            Northeast
## 2431                     N            1791        2003                 West
## 2432                     N            2763        1968            Northeast
## 2433                     N            1284        1985                South
## 2434                     N             962        1993                 West
## 2435                     Y            5854        2013                 West
## 2436                     N            4597        1939              Midwest
## 2437                     N            3710        2006                 West
## 2438                     N            2284        1998                 West
## 2439                     Y            2139        1861                 West
## 2440                     N             153        2011              Midwest
## 2441                     N            1871        1965                 West
## 2442                     N            2477        2010                 West
## 2443                     N            2372        2012              Midwest
## 2444                     N            3130        1994              Midwest
## 2445                     N            4703        2001            Northeast
## 2446                     Y            4241        1988            Northeast
## 2447                     Y            2187        2008                 West
## 2448                     N            1164        1968            Northeast
## 2449                     N             873        2011              Midwest
## 2450                     N              80        2003                 West
## 2451                     N            1329        1959                South
## 2452                     N            3688        2005            Northeast
## 2453                     N           15383        2004                 West
## 2454                     N            1528        1919                South
## 2455                     N            1780        1980            Northeast
## 2456                     N            4135        2001            Northeast
## 2457                     N            1563        2007            Northeast
## 2458                     N            1748        2012            Northeast
## 2459                     N            3761        2006                South
## 2460                     N            1896        1911            Northeast
## 2461                     N            1002        1976                South
## 2462                     N            3788        1980                South
## 2463                     N            4992        1977              Midwest
## 2464                     N            3115        1998                South
## 2465                     N            2648        1999            Northeast
## 2466                     Y           32625        2004              Midwest
## 2467                     N            2052        1941              Midwest
## 2468                     N             632        2007                South
## 2469                     N           28060        1878                 West
## 2470                     N             804        1985                 West
## 2471                     N             498        1999                South
## 2472                     N            6369        1972                South
## 2473                     Y            4274        1904            Northeast
## 2474                     N            1036        1985                 West
## 2475                     N            1001        2007                South
## 2476                     N            3690        2006              Midwest
## 2477                     N             250        1998            Northeast
## 2478                     N             789        1975              Midwest
## 2479                     N            2721        1997                 West
## 2480                     Y             239        1999              Midwest
## 2481                     N            1306        2006                 West
## 2482                     N             774        1994                 West
## 2483                     N             198        1947            Northeast
## 2484                     N            1481        2005              Midwest
## 2485                     N            3518        2002                 West
## 2486                     N            3183        1979              Midwest
## 2487                     N            3275        1996                South
## 2488                     N            2663        1885            Northeast
## 2489                     N            2016        2000                South
## 2490                     N              52        2000              Midwest
## 2491                     N            5303        1946                 West
## 2492                     N            2482        2001                South
## 2493                     N            1829        1838                South
## 2494                     N            2474        2011                South
## 2495                     N           82004        1836                 West
## 2496                     N             248        1960                South
## 2497                     N            1767        1989                South
## 2498                     N            3518        1873                South
## 2499                     N            2950        1868            Northeast
## 2500                     Y            1887        2008                South
## 2501                     N            1552        2001            Northeast
## 2502                     N            2583        2007              Midwest
## 2503                     Y            2672        1897                 West
## 2504                     N            5226        1958            Northeast
## 2505                     N            1419        1855            Northeast
## 2506                     N            1838        2009                 West
## 2507                     N            4104        1999                 West
## 2508                     N            5180        2006                South
## 2509                     N            2798        2004              Midwest
## 2510                     N             547        2001            Northeast
## 2511                     N             414        1999            Northeast
## 2512                     N             911        1881            Northeast
## 2513                     N            3764        1975                 West
## 2514                     N            1193        1997            Northeast
## 2515                     N             854        1996                South
## 2516                     N            2185        1997            Northeast
## 2517                     N            2537        1963                 West
## 2518                     Y            2085        1946            Northeast
## 2519                     N            1141        2000                 West
## 2520                     N            2454        2007                South
## 2521                     N            2036        1998                 West
## 2522                     N            2952        2007                 West
## 2523                     N             731        2005                 West
## 2524                     N            5502        1977            Northeast
## 2525                     N             581        1994                 West
## 2526                     N            2049        1997            Northeast
## 2527                     N            3662        1986                South
## 2528                     N            1215        1984            Northeast
## 2529                     Y            3723        1998                 West
## 2530                     N            3465        2012            Northeast
## 2531                     N             574        1999                South
## 2532                     Y            2178        1818                 West
## 2533                     N            4365        1838              Midwest
## 2534                     N            1101        1850                 West
## 2535                     N            2975        2012            Northeast
## 2536                     N            4647        1899            Northeast
## 2537                     N            4300        2007            Northeast
## 2538                     N            1316        2001                South
## 2539                     N            1807        2009            Northeast
## 2540                     N            3631        2002                 West
## 2541                     N            3460        1898            Northeast
## 2542                     N             639        1989            Northeast
## 2543                     N             120        1868            Northeast
## 2544                     N             971        1920              Midwest
## 2545                     N            1832        2005                South
## 2546                     N             895        1925                 West
## 2547                     N            2415        1990            Northeast
## 2548                     N            3490        2005                South
## 2549                     N            1822        2004            Northeast
## 2550                     N            5223        1997                South
## 2551                     N            1928        1983                South
## 2552                     N             716        2004              Midwest
## 2553                     N            3449        2009            Northeast
## 2554                     N             526        2014            Northeast
## 2555                     N             721        2014            Northeast
## 2556                     N            1896        1995            Northeast
## 2557                     N            2171        1998              Midwest
## 2558                     N            4777        1998               Island
## 2559                     N            2397        1855              Midwest
## 2560                     N             429        1993                 West
## 2561                     N            1236        2001              Midwest
## 2562                     Y            2928        1957                South
## 2563                     N            1581        1962                 West
## 2564                     N            1460        1998                South
## 2565                     N              87        1995            Northeast
## 2566                     N            2857        1995                 West
## 2567                     N            1574        2004              Midwest
## 2568                     N            2604        1994                South
## 2569                     N            1505        2005            Northeast
## 2570                     N            2577        1988                South
## 2571                     N            2528        1885                South
## 2572                     N            2325        1865                 West
## 2573                     N            2674        1886              Midwest
## 2574                     N            2793        1998            Northeast
## 2575                     N            1897        1997                South
## 2576                     N            1011        2013            Northeast
## 2577                     N            4041        2006                 West
## 2578                     Y             746        1936                South
## 2579                     N            3205        2011                 West
## 2580                     N             320        2005                 West
## 2581                     N            2527        1998                South
## 2582                     N            1156        2008                South
## 2583                     N            1236        1925                 West
## 2584                     N            2708        1950            Northeast
## 2585                     N             909        2000              Midwest
## 2586                     N            2221        2005              Midwest
## 2587                     N            1808        2007                South
## 2588                     N            1753        1997            Northeast
## 2589                     N            5203        1998            Northeast
## 2590                     Y            3806        1998              Midwest
## 2591                     N             898        1996                South
## 2592                     N           86610        1990            Northeast
## 2593                     N             969        1855                 West
## 2594                     N            1303        2010              Midwest
## 2595                     N            3060        1997                 West
## 2596                     N             444        2015               Island
## 2597                     N            2106        2003            Northeast
## 2598                     N           23573        2005                South
## 2599                     N           21708        2008                South
## 2600                     N             732        1990              Midwest
## 2601                     N            2431        1998              Midwest
## 2602                     N             938        2005                South
## 2603                     Y           15420        1892                South
## 2604                     N           20932        1940                South
## 2605                     N            2300        2006                 West
## 2606                     N            1999        2000                South
## 2607                     N             363        2006            Northeast
## 2608                     N            3090        2005              Midwest
## 2609                     N              19        2008                South
## 2610                     N             514        2004            Northeast
## 2611                     N            1971        2007                South
## 2612                     N            3174        2005            Northeast
## 2613                     N            2041        1864                South
## 2614                     N            4001        1989                South
## 2615                     N            1854        1990                 West
## 2616                     N            3591        1977                South
## 2617                     N            1161        1995               Island
## 2618                     N            4339        2003            Northeast
## 2619                     N            4950        2013            Northeast
## 2620                     N            3387        1991                South
## 2621                     N            1441        2012                 West
## 2622                     N            5106        1995                 West
## 2623                     N            4551        2009                 West
## 2624                     N            1373        2013              Midwest
## 2625                     N            2332        2001            Northeast
## 2626                     N              43        1980                South
## 2627                     N            2340        2006            Northeast
## 2628                     N            3330        2001                South
## 2629                     N            1646        1911            Northeast
## 2630                     N            3227        1845            Northeast
## 2631                     N            1914        1922            Northeast
## 2632                     N            3520        1889              Midwest
## 2633                     N             526        2014                South
## 2634                     N             502        1970                South
## 2635                     N            1702        2003                 West
## 2636                     N            4083        2006                 West
## 2637                     N            2688        1976            Northeast
## 2638                     N            2944        2008                South
## 2639                     N            2943        1992                 West
## 2640                     N            1313        2007                South
## 2641                     N            2662        1911            Northeast
## 2642                     N             736        1994                South
## 2643                     N            2669        2001                South
## 2644                     N            2707        1990            Northeast
## 2645                     N            6755        1853                South
## 2646                     N            3898        2011            Northeast
## 2647                     N             811        2000              Midwest
## 2648                     N            6084        1997                South
## 2649                     N            4241        1993                South
## 2650                     N            2900        1969            Northeast
## 2651                     N            2486        2000                 West
## 2652                     N             865        1994            Northeast
## 2653                     N            2112        2006                South
## 2654                     N            1555        2013            Northeast
## 2655                     N             231        2006                South
## 2656                     N           25430        2006                South
## 2657                     N            1248        1958              Midwest
## 2658                     N            3924        1957            Northeast
## 2659                     N            3786        2008            Northeast
## 2660                     N             310        2009              Midwest
## 2661                     N           30691        1914                 West
## 2662                     N           20199        2005                South
## 2663                     N             578        1950              Midwest
## 2664                     N            1692        1974                 West
## 2665                     N            5357        2004            Northeast
## 2666                     Y            4008        1987                South
## 2667                     N            2929        1984                 West
## 2668                     N           10173        2001            Northeast
## 2669                     N            3332        2007            Northeast
## 2670                     N            3296        1889                 West
## 2671                     N            2327        2006            Northeast
## 2672                     N            1905        1932                South
## 2673                     N            1341        2006                South
## 2674                     N            1570        1991                South
## 2675                     N             865        2006            Northeast
## 2676                     N            4581        1904                 West
## 2677                     N            1979        1985                 West
## 2678                     N             916        2009              Midwest
## 2679                     N            3673        2009                South
## 2680                     N             436        1971                South
## 2681                     N            2732        1991                 West
## 2682                     N            2491        1894                South
## 2683                     N            2466        2013              Midwest
## 2684                     N            3334        2002                South
## 2685                     N            3503        1999              Midwest
## 2686                     N             627        1994            Northeast
## 2687                     N            4444        2004            Northeast
## 2688                     N             162        2001            Northeast
## 2689                     N            1380        1872                South
## 2690                     N            5744        2001                South
## 2691                     Y            2440        1995            Northeast
## 2692                     N            3684        1984                 West
## 2693                     N             492        2006              Midwest
## 2694                     N            1856        2000            Northeast
## 2695                     Y             869        1999              Midwest
## 2696                     N             749        1889              Midwest
## 2697                     Y             144        2013                 West
## 2698                     N            2389        2002              Midwest
## 2699                     N            3427        2006              Midwest
## 2700                     N            1337        2005            Northeast
## 2701                     N            1756        1841                 West
## 2702                     N            4104        1992                South
## 2703                     N            3160        1979            Northeast
## 2704                     N            8622        1874              Midwest
## 2705                     N             868        2005                 West
## 2706                     N            6499        2000                 West
## 2707                     N            2943        1997              Midwest
## 2708                     N            1124        2004            Northeast
## 2709                     N            1851        1915              Midwest
## 2710                     N            1868        2013              Midwest
## 2711                     N            1108        2000            Northeast
## 2712                     Y           12341        2010              Midwest
## 2713                     N            3529        2007                South
## 2714                     N              77        1998            Northeast
## 2715                     N            1484        1987                South
## 2716                     N            4884        2012                 West
## 2717                     N            1093        1994                South
## 2718                     N              49        2005            Northeast
## 2719                     N            2560        1997                 West
## 2720                     N           23645        1916              Midwest
## 2721                     Y            1367        1969                South
## 2722                     N             796        1998              Midwest
## 2723                     N            2898        1993                 West
## 2724                     N             422        1991                South
## 2725                     N            1229        1930            Northeast
## 2726                     N            2928        2004                 West
## 2727                     N            2043        2006                South
## 2728                     N            3733        1986                South
## 2729                     N           12104        2005                 West
## 2730                     N            1250        2006                South
## 2731                     Y             198        1925            Northeast
## 2732                     N            2329        1922                 West
## 2733                     N             395        1999            Northeast
## 2734                     N            3296        2009                South
## 2735                     N             736        2012                 West
## 2736                     Y            1441        1999            Northeast
## 2737                     Y            3845        1995                South
## 2738                     N            4489        1980                 West
## 2739                     N            4399        1993              Midwest
## 2740                     N            3770        1983            Northeast
## 2741                     N            3089        2005                 West
## 2742                     N             163        1855              Midwest
## 2743                     N            1172        2002                 West
## 2744                     N            1456        1883                South
## 2745                     N             467        1993                South
## 2746                     N             885        2007            Northeast
## 2747                     N             180        1991               Island
## 2748                     N            3118        1936                South
## 2749                     N            3338        1911            Northeast
## 2750                     N            2316        1965                South
## 2751                     N            2916        2006              Midwest
## 2752                     Y            1811        1969                 West
## 2753                     N             455        2000            Northeast
## 2754                     N            2353        2007              Midwest
## 2755                     N            4703        2011                 West
## 2756                     N             662        1917              Midwest
## 2757                     N            4813        2007              Midwest
## 2758                     Y            1236        2008                 West
## 2759                     Y             146        1997                 West
## 2760                     N             483        1999                 West
## 2761                     N            1136        2010              Midwest
## 2762                     N            1070        1960              Midwest
## 2763                     N            1278        1924                 West
## 2764                     N            3694        1818                 West
## 2765                     N           16006        1984            Northeast
## 2766                     N            4117        1964            Northeast
## 2767                     N            1999        1971            Northeast
## 2768                     N            5266        1974                South
## 2769                     N            2391        1853            Northeast
## 2770                     N            2434        1998                South
## 2771                     N            4798        1998                South
## 2772                     N            1531        1971                South
## 2773                     N           75457        1963                 West
## 2774                     N            3287        1980                South
## 2775                     N            1171        2009              Midwest
## 2776                     N            5100        2005                South
## 2777                     N             230        1888                 West
## 2778                     N            1763        2002              Midwest
## 2779                     N            1197        1995                 West
## 2780                     N            1055        1860                 West
## 2781                     N             501        2012                 West
## 2782                     Y             482        1987            Northeast
## 2783                     N            4065        2001              Midwest
## 2784                     N          517884        1979                South
## 2785                     N            2977        1993                South
## 2786                     N            2315        2008              Midwest
## 2787                     N              68        1885              Midwest
## 2788                     N            5110        1997            Northeast
## 2789                     N             155        2008            Northeast
## 2790                     Y              63        1848                South
## 2791                     N            2620        1980            Northeast
## 2792                     N              71        1993            Northeast
## 2793                     N            1332        1982                 West
## 2794                     N            2603        1992                 West
## 2795                     Y            3274        1995            Northeast
## 2796                     N             487        2004                South
## 2797                     Y            2486        1999                South
## 2798                     N            2730        2005                South
## 2799                     N            4488        2007                South
## 2800                     Y            1236        1948                South
## 2801                     N            3012        1851            Northeast
## 2802                     N            2042        1973                 West
## 2803                     Y            1113        1954                South
## 2804                     N            1512        2005            Northeast
## 2805                     N            2967        1993              Midwest
## 2806                     N              77        1998                 West
## 2807                     N            2140        1958                South
## 2808                     N            4239        2008                 West
## 2809                     N            1652        1880              Midwest
## 2810                     N            2897        1999                 West
## 2811                     N           29555        1819                South
## 2812                     N            1721        1985            Northeast
## 2813                     Y             314        1909                 West
## 2814                     N            1463        1999                South
## 2815                     N            1901        1908               Island
## 2816                     N             562        2009              Midwest
## 2817                     N            1941        1986              Midwest
## 2818                     N            5418        1999                 West
## 2819                     N            2482        2002              Midwest
## 2820                     N            2931        1988                South
## 2821                     N            3455        1999                 West
## 2822                     N             294        2014                 West
## 2823                     N             484        1804              Midwest
## 2824                     Y             197        1995                 West
## 2825                     N            2174        1968                 West
## 2826                     N            1542        1902                 West
## 2827                     N             186        2007                South
## 2828                     N            1303        1971                South
## 2829                     N            2575        1946            Northeast
## 2830                     N            3317        2001              Midwest
## 2831                     N            1628        2000            Northeast
## 2832                     N            2317        1994                South
## 2833                     N            4106        1998               Island
## 2834                     Y            2070        1997                South
## 2835                     N           80343        2002                South
## 2836                     N             996        2000                South
## 2837                     N            2913        1978               Island
## 2838                     N          111922        1978                 West
## 2839                     N          107586        1848            Northeast
## 2840                     N            2327        1985                South
## 2841                     N            4645        2010                 West
## 2842                     N            1506        1974            Northeast
## 2843                     Y            1704        2008            Northeast
## 2844                     N            3074        2013                South
## 2845                     Y           52913        1998                South
## 2846                     N             214        1929                 West
## 2847                     N            1700        1998                 West
## 2848                     N            3032        2010                 West
## 2849                     N            2122        1997            Northeast
## 2850                     N            8699        1997                South
## 2851                     N            8948        1948              Midwest
## 2852                     N            1848        1961                South
## 2853                     N             801        2010                South
## 2854                     Y            1960        1997                 West
## 2855                     N            3202        2005              Midwest
## 2856                     N            3009        2012            Northeast
## 2857                     Y           20682        1997            Northeast
## 2858                     N            5538        1946               Island
## 2859                     N            5449        1892                 West
## 2860                     N            2345        2004                South
## 2861                     N            3173        2007                 West
## 2862                     N            1873        1843              Midwest
## 2863                     N             289        2010            Northeast
## 2864                     N            4723        2007            Northeast
## 2865                     N            2012        2010                 West
## 2866                     Y            1165        1920                South
## 2867                     N            3991        2009                South
## 2868                     N            5754        2003                South
## 2869                     N            1139        1913                 West
## 2870                     Y            2888        1999                 West
## 2871                     N            2211        2003                 West
## 2872                     N            4463        1885                 West
## 2873                     N            1970        1997              Midwest
## 2874                     N             983        1990                South
## 2875                     Y            1018        1960                 West
## 2876                     N            1034        1900                 West
## 2877                     N            3883        1978                 West
## 2878                     N              93        1978            Northeast
## 2879                     N            1972        1991                South
## 2880                     N            1124        1999            Northeast
## 2881                     N            2525        2009            Northeast
## 2882                     N            3399        2003              Midwest
## 2883                     N            2788        1941                 West
## 2884                     N            2399        2010                 West
## 2885                     N            5696        2001            Northeast
## 2886                     N            3997        1912                 West
## 2887                     N             378        2005                 West
## 2888                     N            5502        1986            Northeast
## 2889                     Y            3427        1986                South
## 2890                     N             968        2004                South
## 2891                     N            1535        2009                South
## 2892                     N            1626        1967            Northeast
## 2893                     Y            3172        1998                 West
## 2894                     N             184        2005            Northeast
## 2895                     N             996        1972                 West
## 2896                     N            3304        1997                 West
## 2897                     N          126451        2004                 West
## 2898                     N            2875        2006                 West
## 2899                     N            3806        2007                 West
## 2900                     Y            1948        1869                 West
## 2901                     Y             862        2013              Midwest
## 2902                     N            1453        1991              Midwest
## 2903                     Y            2632        1995                 West
## 2904                     N            1698        1998              Midwest
## 2905                     N            2563        1905              Midwest
## 2906                     N            2631        2003                South
## 2907                     Y            7592        1885                South
## 2908                     N          112639        1988                 West
## 2909                     Y            1318        1995                South
## 2910                     N              19        1925            Northeast
## 2911                     N          125501        1974            Northeast
## 2912                     N            2559        2007            Northeast
## 2913                     N            2601        1954                 West
## 2914                     N             131        1971            Northeast
## 2915                     Y             622        2009                 West
## 2916                     N            1313        1999                 West
## 2917                     N           21530        1838                 West
## 2918                     N            3267        2006                 West
## 2919                     N              26        2005              Midwest
## 2920                     N            2159        2001                 West
## 2921                     N             700        1985                 West
## 2922                     N            2445        2004                 West
## 2923                     N             203        1847                 West
## 2924                     Y            2769        1981                 West
## 2925                     N            5238        2010                 West
## 2926                     N            2280        1996                 West
## 2927                     N            1110        1994                 West
## 2928                     N            2005        1889                South
## 2929                     Y            3236        1919                 West
## 2930                     Y            2060        2009                South
## 2931                     N            1951        2000                 West
## 2932                     N            3198        1982                South
## 2933                     N            3360        1968                 West
## 2934                     N            4516        2013                 West
## 2935                     N             964        1968                 West
## 2936                     N            3010        2004            Northeast
## 2937                     N             224        2003                 West
## 2938                     N            1897        1998                South
## 2939                     N            1508        1961                 West
## 2940                     N            5256        2012            Northeast
## 2941                     Y            2616        1986                South
## 2942                     N            4185        2005              Midwest
## 2943                     N            5563        1926                South
## 2944                     N              61        1979                 West
## 2945                     N            2219        1997                 West
## 2946                     N            5384        1838            Northeast
## 2947                     N            2970        2002              Midwest
## 2948                     N            1587        1995            Northeast
## 2949                     N            4227        1997            Northeast
## 2950                     N          102725        1998            Northeast
## 2951                     N            3411        2010                 West
## 2952                     N           25536        1999                South
## 2953                     N             405        2005                South
## 2954                     N            2601        1919                 West
## 2955                     N            3931        2002            Northeast
## 2956                     Y            2532        1985            Northeast
## 2957                     Y            5664        1831            Northeast
## 2958                     N            1149        1867                South
## 2959                     N            1291        1956                 West
## 2960                     N              75        2002            Northeast
## 2961                     Y            2586        1975                 West
## 2962                     N            1493        2000                 West
## 2963                     N             142        1994                 West
## 2964                     N            1038        2000              Midwest
## 2965                     N            6682        2012                 West
## 2966                     N             181        2006                 West
## 2967                     N            2395        2008                South
## 2968                     Y             478        2001                 West
## 2969                     N            1998        1990                South
## 2970                     N            1136        2004            Northeast
## 2971                     N            1065        1981                South
## 2972                     N            1307        1996                 West
## 2973                     N            1939        2008                South
## 2974                     N            3073        1975            Northeast
## 2975                     N            3786        2003              Midwest
## 2976                     Y            2142        2005            Northeast
## 2977                     Y            2182        1989                 West
## 2978                     Y            3413        1963                South
## 2979                     N            2024        1981            Northeast
## 2980                     N            2835        1983                 West
## 2981                     N            3174        2007                 West
## 2982                     N             906        2004              Midwest
## 2983                     N            1048        2005              Midwest
## 2984                     N            4430        1985                 West
## 2985                     N            3052        1997              Midwest
## 2986                     Y             351        1984                 West
## 2987                     N            5081        1947                South
## 2988                     N            2690        2011                South
## 2989                     N            1337        2014                 West
## 2990                     N            1734        1986                South
## 2991                     N             201        2006              Midwest
## 2992                     N            2618        2002            Northeast
## 2993                     N            1219        1996                 West
## 2994                     N             691        2011            Northeast
## 2995                     Y            3248        2004                 West
## 2996                     Y            3765        2001                South
## 2997                     N            2217        1993                 West
## 2998                     N            4138        1893                South
## 2999                     N            2207        2005                South
## 3000                     N            1666        1997                 West
## 3001                     N            3138        2005                 West
## 3002                     N           51569        1999            Northeast
## 3003                     N             727        2003                South
## 3004                     N            1208        2001            Northeast
## 3005                     Y            1888        1985              Midwest
## 3006                     N            1327        2008                South
## 3007                     N             374        1867            Northeast
## 3008                     N            2587        2002                 West
## 3009                     N            3115        1981            Northeast
## 3010                     N            2303        1968            Northeast
## 3011                     N            3244        1946                South
## 3012                     N            1151        1991                South
## 3013                     N             420        2007            Northeast
## 3014                     N             511        2015              Midwest
## 3015                     N             645        1971                South
## 3016                     N            3461        2005                South
## 3017                     N            3725        1972            Northeast
## 3018                     N            2611        2005                South
## 3019                     N            5174        1991                 West
## 3020                     N             638        1994                South
## 3021                     N           30339        2006                South
## 3022                     N            3839        2000            Northeast
## 3023                     N            7407        2001            Northeast
## 3024                     N             147        1984            Northeast
## 3025                     Y              48        2008                 West
## 3026                     N            3578        1962            Northeast
## 3027                     N           77234        1986              Midwest
## 3028                     N             929        1993              Midwest
## 3029                     N            3143        2005                South
## 3030                     N            1475        2012                 West
## 3031                     N            3394        1959            Northeast
## 3032                     N            1348        1968                 West
## 3033                     N            2148        2015              Midwest
## 3034                     N            1324        1993                 West
## 3035                     N            5463        2004                 West
## 3036                     N            1383        2000            Northeast
## 3037                     N             558        1993                 West
## 3038                     N            1615        2011                 West
## 3039                     N            1717        1954            Northeast
## 3040                     Y            2851        2004                 West
## 3041                     N            1760        1914                South
## 3042                     N            1469        2004            Northeast
## 3043                     N            2749        2004              Midwest
## 3044                     N             802        2000                 West
## 3045                     N              79        1984               Island
## 3046                     N             692        1984            Northeast
## 3047                     N            3923        2006            Northeast
## 3048                     N            1276        1995                 West
## 3049                     N             518        2012            Northeast
## 3050                     N            1897        2006                South
## 3051                     N             361        2005              Midwest
## 3052                     N            1654        1999              Midwest
## 3053                     N            2984        1994                 West
## 3054                     N           13502        1993              Midwest
## 3055                     N            2396        2006                South
## 3056                     N            2511        1974                South
## 3057                     N            3053        1930                South
## 3058                     N             886        2009                 West
## 3059                     N            1691        2001              Midwest
## 3060                     N            2437        1998              Midwest
## 3061                     N            4325        1838                 West
## 3062                     N            2929        2007              Midwest
## 3063                     N            2958        2005                South
## 3064                     N            1488        1998                 West
## 3065                     N             803        1982            Northeast
## 3066                     Y             177        1942                South
## 3067                     N            1635        1975            Northeast
## 3068                     N            1112        1962            Northeast
## 3069                     N            5395        1999                 West
## 3070                     N            3833        1993            Northeast
## 3071                     N            3751        1993            Northeast
## 3072                     N             504        1873                South
## 3073                     N            2081        1978              Midwest
## 3074                     N            4413        2006            Northeast
## 3075                     N            4381        1974              Midwest
## 3076                     N             911        1977              Midwest
## 3077                     N            2745        2010                 West
## 3078                     N             645        1989            Northeast
## 3079                     N            1995        2012            Northeast
## 3080                     N            4393        1993                South
## 3081                     N            2154        1961                 West
## 3082                     Y            3459        1997                South
## 3083                     N            3605        2006                 West
## 3084                     N            6281        1979            Northeast
## 3085                     N            4119        1996            Northeast
## 3086                     N            1529        2009                South
## 3087                     N            1874        1968            Northeast
## 3088                     N            1924        2005                South
## 3089                     N             111        1834                South
## 3090                     N            1057        2003                South
## 3091                     N            1965        2014              Midwest
## 3092                     Y            2261        1985            Northeast
## 3093                     N            2634        1962              Midwest
## 3094                     N            2727        1989              Midwest
## 3095                     N           77715        1878                South
## 3096                     N            1016        2004                 West
## 3097                     N            3850        1977                 West
## 3098                     N            1828        1988              Midwest
## 3099                     N            4328        1973                 West
## 3100                     N             250        1913            Northeast
## 3101                     N             724        1957                 West
## 3102                     N            2678        1882                 West
## 3103                     N            2927        2004              Midwest
## 3104                     N            3214        1838            Northeast
## 3105                     N             318        1998              Midwest
## 3106                     N             337        1889                South
## 3107                     N             147        2007              Midwest
## 3108                     N            1185        2005                South
## 3109                     N            2563        1855            Northeast
## 3110                     N             861        1962                 West
## 3111                     N            1468        1995            Northeast
## 3112                     N            1600        1968              Midwest
## 3113                     N            1533        2013                South
## 3114                     N             169        1997                South
## 3115                     N            1696        1987                South
## 3116                     N            2591        1997            Northeast
## 3117                     N           23874        2014                South
## 3118                     N             793        1968            Northeast
## 3119                     N           12203        1977            Northeast
## 3120                     N            2374        2010            Northeast
## 3121                     N            2086        1952                 West
## 3122                     N            1684        1866                South
## 3123                     N            1983        2009                 West
## 3124                     N              60        1919                South
## 3125                     Y            2739        2001                 West
## 3126                     N            2930        1959            Northeast
## 3127                     N             915        2012                South
## 3128                     Y             223        2005                 West
## 3129                     N            1395        1977                South
## 3130                     N            1056        2012                South
## 3131                     N            1547        1998            Northeast
## 3132                     Y            3530        1968            Northeast
## 3133                     N            6790        1998              Midwest
## 3134                     N            2686        1985                South
## 3135                     N              57        1993            Northeast
## 3136                     N             713        1867                 West
## 3137                     N            2602        2005                 West
## 3138                     Y           61396        1987              Midwest
## 3139                     N            1305        1994                 West
## 3140                     N            4639        1912                 West
## 3141                     N            2641        2007                South
## 3142                     N            2631        1986              Midwest
## 3143                     N            3158        1990            Northeast
## 3144                     N            2496        1935                South
## 3145                     N            2582        2001              Midwest
## 3146                     N            3441        2000              Midwest
## 3147                     N            1220        1928                South
## 3148                     Y             614        2008                South
## 3149                     N             434        2006            Northeast
## 3150                     N            1270        1998              Midwest
## 3151                     N            2405        2010              Midwest
## 3152                     N             595        1981                South
## 3153                     N            3912        1991                 West
## 3154                     N            1652        2013                South
## 3155                     N            1336        1968              Midwest
## 3156                     N            4576        1847                 West
## 3157                     N            1898        2010            Northeast
## 3158                     N             970        2007            Northeast
## 3159                     N             175        1911            Northeast
## 3160                     N             604        2010              Midwest
## 3161                     N            3014        1979                 West
## 3162                     N            4134        2013                South
## 3163                     N            2353        1949                 West
## 3164                     N            4704        2012            Northeast
## 3165                     N            5025        2000                 West
## 3166                     N            6908        1999                South
## 3167                     N            2905        1995                 West
## 3168                     N          349050        1985            Northeast
## 3169                     N            2351        1995                South
## 3170                     N            2603        2000                 West
## 3171                     N            4396        1986              Midwest
## 3172                     N            2002        1877                South
## 3173                     N             802        2000              Midwest
## 3174                     N             963        2009                 West
## 3175                     N             657        1994                 West
## 3176                     N            2382        1873                 West
## 3177                     N           18990        1941                 West
## 3178                     N              73        2004              Midwest
## 3179                     N            2281        1993              Midwest
## 3180                     N            1779        2012            Northeast
## 3181                     N             524        2005            Northeast
## 3182                     N            5572        2009                 West
## 3183                     N            2450        1912            Northeast
## 3184                     N            1827        1985            Northeast
## 3185                     N            4412        2008            Northeast
## 3186                     N            1582        2004                South
## 3187                     N             525        1968                 West
## 3188                     N             850        2007                South
## 3189                     N            4465        2007            Northeast
## 3190                     N            2490        1970                 West
## 3191                     Y            2963        1999                 West
## 3192                     N            3375        1998                 West
## 3193                     N            1236        1890                South
## 3194                     N            3735        1892            Northeast
## 3195                     Y             554        1975                South
## 3196                     N            4004        1978                South
## 3197                     N             168        2001            Northeast
## 3198                     N            1072        1996              Midwest
## 3199                     N          100070        1818                South
## 3200                     N             777        1998                South
## 3201                     N            3896        1939              Midwest
## 3202                     N             453        1989                 West
## 3203                     N            3360        1999                 West
## 3204                     N            1454        2010            Northeast
## 3205                     N            1717        1969                South
## 3206                     N              19        1988                South
## 3207                     N            1923        1998            Northeast
## 3208                     N             535        1947            Northeast
## 3209                     N            3817        2000            Northeast
## 3210                     N            3968        1983                South
## 3211                     N            4235        2013                 West
## 3212                     N            1536        2009              Midwest
## 3213                     N             710        1998                South
## 3214                     N            1827        1817            Northeast
## 3215                     N             438        1991              Midwest
## 3216                     N            4329        1994            Northeast
## 3217                     N            2586        1870                 West
## 3218                     N            5232        2011                South
## 3219                     N            3431        2000                 West
## 3220                     N            1672        2001            Northeast
## 3221                     N            3403        2004            Northeast
## 3222                     N           10284        2001                South
## 3223                     N            1505        1997            Northeast
## 3224                     N            2462        1900            Northeast
## 3225                     N            3450        1911                 West
## 3226                     N            3103        2006            Northeast
## 3227                     N            2658        2008            Northeast
## 3228                     N            3364        1993                South
## 3229                     N            3089        2007              Midwest
## 3230                     N            1979        1993            Northeast
## 3231                     N            2426        1977                 West
## 3232                     N             254        1961                South
## 3233                     N            2626        2011                South
## 3234                     N            1202        1983                 West
## 3235                     Y             190        2012            Northeast
## 3236                     N             106        2004            Northeast
## 3237                     Y            1572        1998                South
## 3238                     Y             141        1991                 West
## 3239                     N            3300        1993            Northeast
## 3240                     Y             591        1984                 West
## 3241                     N            1144        1979                South
## 3242                     Y             310        1985                 West
## 3243                     N            2516        2001                South
## 3244                     N           80498        2009                South
## 3245                     N            3868        1993            Northeast
## 3246                     N            5711        1997                 West
## 3247                     N            2560        2008                 West
## 3248                     N            3925        1948                South
## 3249                     N            4133        2009                South
## 3250                     N            1709        1873                South
## 3251                     N            1132        2000              Midwest
## 3252                     N            1527        2013                South
## 3253                     N            1555        2007                South
## 3254                     Y             399        1925                South
## 3255                     N            1391        1990                 West
## 3256                     N            4106        2010            Northeast
## 3257                     N            3043        1988                 West
## 3258                     N            2033        2002                 West
## 3259                     N             648        1999                South
## 3260                     N           10768        1946            Northeast
## 3261                     Y             741        1997                South
## 3262                     N            2066        2005            Northeast
## 3263                     N            2114        2012                South
## 3264                     N            4649        1968            Northeast
## 3265                     N             264        1983                South
## 3266                     N             840        1997                South
## 3267                     N            3239        1991            Northeast
## 3268                     N            3388        2004                 West
## 3269                     N            1512        2004                South
## 3270                     N           18043        1994                 West
## 3271                     N            2039        2004                South
## 3272                     N            1890        1994                South
## 3273                     N            2597        1947            Northeast
## 3274                     N            2334        1968              Midwest
## 3275                     N            3869        2015                South
## 3276                     N            3124        1981                South
## 3277                     N            1388        2001                 West
## 3278                     N             116        1956                 West
## 3279                     N            3826        2003            Northeast
## 3280                     N             334        2000              Midwest
## 3281                     Y            2380        1997            Northeast
## 3282                     N             553        2008            Northeast
## 3283                     N             877        2009                South
## 3284                     N            4867        1883                South
## 3285                     N           51222        1979            Northeast
## 3286                     N            6292        2001            Northeast
## 3287                     N            1318        2015            Northeast
## 3288                     N            3212        2006                South
## 3289                     N              84        1962              Midwest
## 3290                     N            2215        2014                South
## 3291                     N            5117        1994                 West
## 3292                     N            3281        2013                South
## 3293                     N            1600        1817            Northeast
## 3294                     N           68241        1985                 West
## 3295                     Y            1685        1977                 West
## 3296                     N             985        2007            Northeast
## 3297                     N            2862        1982                 West
## 3298                     Y             578        1987            Northeast
## 3299                     N            3179        1970                 West
## 3300                     N           21531        2007                 West
## 3301                     N            2567        2003                 West
## 3302                     N            5147        1977              Midwest
## 3303                     N            2462        2011                South
## 3304                     N            4568        1992            Northeast
## 3305                     N            2147        2016            Northeast
## 3306                     N            1481        2007                South
## 3307                     Y           18142        2009            Northeast
## 3308                     N            3880        1994              Midwest
## 3309                     Y            2940        2007            Northeast
## 3310                     N            3178        1993                 West
## 3311                     N            2008        1956                 West
## 3312                     Y            2146        1999              Midwest
## 3313                     N            3597        1888                South
## 3314                     N            3592        1922                 West
## 3315                     N             495        2006            Northeast
## 3316                     N              91        2003                South
## 3317                     N            1449        1978                South
## 3318                     N            2683        2010                South
## 3319                     N             627        1876            Northeast
## 3320                     Y            2351        1999                South
## 3321                     N            1498        1999                South
## 3322                     N             625        1958            Northeast
## 3323                     N            4229        2009            Northeast
## 3324                     Y             824        1948                 West
## 3325                     N             450        2005                South
## 3326                     N            1992        2011                 West
## 3327                     N            6081        2009            Northeast
## 3328                     N             122        2004                South
## 3329                     N            1856        1928                South
## 3330                     N           13708        2014            Northeast
## 3331                     N            1871        1984                 West
## 3332                     N            2519        2001                 West
## 3333                     N            5040        2005                South
## 3334                     N            2028        1919                 West
## 3335                     N             586        1992            Northeast
## 3336                     N            2904        2010                 West
## 3337                     N            3774        1989              Midwest
## 3338                     N            3305        1996            Northeast
## 3339                     N            1638        1991            Northeast
## 3340                     N            3581        1996                South
## 3341                     N            3176        1977                South
## 3342                     N            1245        1983            Northeast
## 3343                     N             475        2014              Midwest
## 3344                     N            4138        1951              Midwest
## 3345                     N            4881        1840                South
## 3346                     Y            2659        1968              Midwest
## 3347                     N            2008        2000                South
## 3348                     N            3856        2004            Northeast
## 3349                     N             834        1987            Northeast
## 3350                     N            3826        2010                South
## 3351                     N            1681        1907              Midwest
## 3352                     N             569        1840            Northeast
## 3353                     N            4949        1871                 West
## 3354                     N            2025        1980                South
## 3355                     Y              62        2010                 West
## 3356                     Y            3308        2000                South
## 3357                     N            4959        1947                South
## 3358                     N            3551        2013              Midwest
## 3359                     Y            2336        1978                 West
## 3360                     N            3673        2000                South
## 3361                     N            1709        1933                 West
## 3362                     N            1354        1998                South
## 3363                     N           30923        2005              Midwest
## 3364                     N             650        2010                 West
## 3365                     N             682        1983              Midwest
## 3366                     N             409        2012                South
## 3367                     Y             223        2004                 West
## 3368                     N            3554        1976              Midwest
## 3369                     N            2828        2007                 West
## 3370                     Y            3534        1996                South
## 3371                     N            2609        1995                South
## 3372                     Y            1689        1964                South
## 3373                     N            2786        1906              Midwest
## 3374                     N            4031        2014                 West
## 3375                     N            1813        2000                South
## 3376                     N            1347        1995                 West
## 3377                     Y            3069        1979            Northeast
## 3378                     N            4312        2001                 West
## 3379                     N             908        2005              Midwest
## 3380                     N           16749        1817                South
## 3381                     N            3332        2007            Northeast
## 3382                     N             771        2007              Midwest
## 3383                     N             906        1911            Northeast
## 3384                     N            5023        1997                South
## 3385                     N             242        1998                 West
## 3386                     N            4702        1971                 West
## 3387                     N            1157        2001              Midwest
## 3388                     N            2070        1985              Midwest
## 3389                     N             981        1947            Northeast
## 3390                     N            2869        2004            Northeast
## 3391                     N             103        1981                South
## 3392                     N            5563        1838            Northeast
## 3393                     N             967        1987            Northeast
## 3394                     N            2701        2001            Northeast
## 3395                     N            1938        2008                South
## 3396                     N           46537        1986                 West
## 3397                     N            1877        1847              Midwest
## 3398                     Y            2190        1994               Island
## 3399                     N            5357        1982            Northeast
## 3400                     N             640        2004                South
## 3401                     N             384        2000                 West
## 3402                     Y            1074        2014                 West
## 3403                     N             143        1999                 West
## 3404                     N            2131        2005            Northeast
## 3405                     N             976        1981                South
## 3406                     N            2111        2008              Midwest
## 3407                     N             194        1980              Midwest
## 3408                     Y            3360        1991                South
## 3409                     N            3876        1976                 West
## 3410                     N            1660        1978                South
## 3411                     N            2774        1968                 West
## 3412                     N            3424        2009              Midwest
## 3413                     N            3590        1996              Midwest
## 3414                     N            2643        2001                South
## 3415                     N            5841        2011            Northeast
## 3416                     N            2365        1977                 West
## 3417                     N            1931        2005                South
## 3418                     Y             546        1989              Midwest
## 3419                     N            1470        2008            Northeast
## 3420                     Y            5077        1963            Northeast
## 3421                     N             970        1933                South
## 3422                     N              57        1998              Midwest
## 3423                     N           28257        1928            Northeast
## 3424                     N            3266        2011                 West
## 3425                     N            2959        2004                 West
## 3426                     N            3351        1995                South
## 3427                     Y            4257        1942              Midwest
## 3428                     N           10185        1999                South
## 3429                     N            1157        2002            Northeast
## 3430                     N             734        1980                South
## 3431                     N             517        2008            Northeast
## 3432                     N            1060        2013                 West
## 3433                     N            1615        1988                 West
## 3434                     N             222        1989                South
## 3435                     N            4307        2000                South
## 3436                     N            3184        1990                South
## 3437                     N            1883        2008            Northeast
## 3438                     N             387        1998                 West
## 3439                     N             180        1999            Northeast
## 3440                     N            3509        2002            Northeast
## 3441                     N            4386        2004              Midwest
## 3442                     N            1122        1993                South
## 3443                     N            1242        2001              Midwest
## 3444                     N            3639        1994                 West
## 3445                     N            2434        2009              Midwest
## 3446                     N             188        1999              Midwest
## 3447                     N           83259        2010                South
## 3448                     N            1495        1999              Midwest
## 3449                     N             729        2008            Northeast
## 3450                     N            3470        2001                South
## 3451                     Y            1662        1995                South
## 3452                     N             388        2011                South
## 3453                     N            5816        1998            Northeast
## 3454                     N            4983        1994            Northeast
## 3455                     Y            1464        1997            Northeast
## 3456                     N            2748        1994              Midwest
## 3457                     N            6059        2006            Northeast
## 3458                     Y             477        2001                South
## 3459                     N             418        2000            Northeast
## 3460                     N            2070        2001            Northeast
## 3461                     N             982        2001            Northeast
## 3462                     N            3872        2012            Northeast
## 3463                     N             902        1988              Midwest
## 3464                     N             543        1817            Northeast
## 3465                     N            4313        2006            Northeast
## 3466                     N            1960        2007                 West
## 3467                     N             166        1993              Midwest
## 3468                     N           28181        1999                South
## 3469                     N            1562        1899                South
## 3470                     N            2569        2001            Northeast
## 3471                     N            4585        1994            Northeast
## 3472                     N            2577        2005            Northeast
## 3473                     N            1200        1970                 West
## 3474                     N            3022        2010            Northeast
## 3475                     N             697        1997               Island
## 3476                     N            1824        2012                 West
## 3477                     N            2482        2002            Northeast
## 3478                     N            4027        2001            Northeast
## 3479                     N            1257        2007            Northeast
## 3480                     N            1663        2003              Midwest
## 3481                     N            3968        1976                 West
## 3482                     Y            2267        1996                 West
## 3483                     N            2974        1959                 West
## 3484                     N             920        1994                 West
## 3485                     N            3254        1998                 West
## 3486                     N            1256        1970                 West
## 3487                     N            1686        2009                South
## 3488                     N             516        1997                South
## 3489                     N            1913        2005                South
## 3490                     N            5678        2007                 West
## 3491                     N            1481        1993                South
## 3492                     N            1971        1955            Northeast
## 3493                     Y            2352        1897                 West
## 3494                     N            4430        1996                 West
## 3495                     N             876        1993              Midwest
## 3496                     N             312        1979              Midwest
## 3497                     N            5788        1904                South
## 3498                     N            1341        2005                South
## 3499                     Y            3412        2000                 West
## 3500                     N            3171        2005              Midwest
## 3501                     Y            2442        1983                South
## 3502                     N            1666        2015                South
## 3503                     N            3442        1901                South
## 3504                     N            2522        1998            Northeast
## 3505                     N            2992        1923                 West
## 3506                     N            3613        2004            Northeast
## 3507                     N            1525        1989              Midwest
## 3508                     N            2977        1989                 West
## 3509                     N            1269        2013                South
## 3510                     N             181        1974              Midwest
## 3511                     N            4624        1997            Northeast
## 3512                     N            4806        1882            Northeast
## 3513                     N            4364        2009            Northeast
## 3514                     Y             106        2006                 West
## 3515                     N           43845        2000              Midwest
## 3516                     N            3021        1976                 West
## 3517                     N            4069        1984                South
## 3518                     N            3392        1902                South
## 3519                     N            3795        2006            Northeast
## 3520                     N            4142        2010            Northeast
## 3521                     N             453        2008                South
## 3522                     N            2395        1989            Northeast
## 3523                     N             121        1899            Northeast
## 3524                     N             913        2004                South
## 3525                     N            3963        1984                South
## 3526                     N            3142        2004            Northeast
## 3527                     N            4025        2005                 West
## 3528                     N           10222        1981            Northeast
## 3529                     N             286        2005                 West
## 3530                     N            2861        1968                South
## 3531                     N             588        1939              Midwest
## 3532                     N            4222        1851              Midwest
## 3533                     N             106        2006            Northeast
## 3534                     N            5045        1977                 West
## 3535                     N           26716        2007                 West
## 3536                     N            3127        1997            Northeast
## 3537                     N            2059        1930                South
## 3538                     N           75361        1956                South
## 3539                     N            3642        1996            Northeast
## 3540                     N            2207        1852                 West
## 3541                     N            5145        2002                 West
## 3542                     N             479        2010                 West
## 3543                     N            3423        1915            Northeast
## 3544                     N             410        1999            Northeast
## 3545                     N            2476        2010              Midwest
## 3546                     N           11503        1855            Northeast
## 3547                     N           13791        2003            Northeast
## 3548                     N            1242        1998              Midwest
## 3549                     N            3579        2001                South
## 3550                     N            4342        1997            Northeast
## 3551                     Y            1854        2007            Northeast
## 3552                     N            2235        1997            Northeast
## 3553                     N            3298        2005                South
## 3554                     N             213        1962              Midwest
## 3555                     N            2545        1981            Northeast
## 3556                     N            1491        2008                South
## 3557                     N             219        2004            Northeast
## 3558                     N            3361        2001                 West
## 3559                     N            1550        2009            Northeast
## 3560                     Y            1659        1936                 West
## 3561                     N           19600        1979            Northeast
## 3562                     N            2502        1944              Midwest
## 3563                     N            4650        1997                 West
## 3564                     N            1002        1884              Midwest
## 3565                     N            2383        1993            Northeast
## 3566                     Y            3892        2007              Midwest
## 3567                     N            5541        2002              Midwest
## 3568                     N             834        1995                 West
## 3569                     N            1371        2005            Northeast
## 3570                     Y            1318        1908                South
## 3571                     N             759        1936                 West
## 3572                     N            2181        1983                South
## 3573                     N            2492        2007              Midwest
## 3574                     N             439        1998            Northeast
## 3575                     N             541        1999              Midwest
## 3576                     N              24        2007            Northeast
## 3577                     Y           42483        1855                South
## 3578                     N            1134        1999                South
## 3579                     N            1319        2009                South
## 3580                     N            2343        1990                 West
## 3581                     N            3010        2006            Northeast
## 3582                     N            2176        1975                South
## 3583                     N            2521        2010            Northeast
## 3584                     N            2791        1963                 West
## 3585                     N            3319        2007                South
## 3586                     N            3558        2009              Midwest
## 3587                     N            3419        2005              Midwest
## 3588                     N             835        1987            Northeast
## 3589                     Y             817        1946            Northeast
## 3590                     N             201        2005                South
## 3591                     N            2445        2005                South
## 3592                     N             134        1907                 West
## 3593                     N            4538        1968                 West
## 3594                     N            3268        2007            Northeast
## 3595                     N             647        1998              Midwest
## 3596                     N             522        2011                 West
## 3597                     N            2847        2010                 West
## 3598                     N            3649        2004              Midwest
## 3599                     N             694        1962            Northeast
## 3600                     N            3552        1999                South
## 3601                     N            6082        1998                 West
## 3602                     N            1763        1996              Midwest
## 3603                     N            3282        2011                South
## 3604                     Y            1044        2005                 West
## 3605                     N            2137        1989              Midwest
## 3606                     N             211        1946                 West
## 3607                     N             738        2005              Midwest
## 3608                     N             454        1998                South
## 3609                     N            2829        1958              Midwest
## 3610                     N            4079        2008              Midwest
## 3611                     N            3504        1884            Northeast
## 3612                     N              28        2003                South
## 3613                     Y            1806        1948                South
## 3614                     N            6575        2005                South
## 3615                     N             360        1982                 West
## 3616                     N           74599        1992              Midwest
## 3617                     N            4330        2013                 West
## 3618                     N            4999        2010                 West
## 3619                     N           23123        1950                South
## 3620                     N            4692        2013                South
## 3621                     N            1139        1886            Northeast
## 3622                     N             536        1928                 West
## 3623                     Y            2225        1949                 West
## 3624                     N            5573        1986                South
## 3625                     N             446        1954            Northeast
## 3626                     N            5788        2010                South
## 3627                     N             510        2001            Northeast
## 3628                     N            1124        1997            Northeast
## 3629                     N           22365        1856              Midwest
## 3630                     N            1325        1911              Midwest
## 3631                     N             252        1977               Island
## 3632                     N            2342        2001                 West
## 3633                     Y            3226        2001            Northeast
## 3634                     N           79838        2005            Northeast
## 3635                     N            2593        2007            Northeast
## 3636                     N              81        1967                 West
## 3637                     N            3968        2001              Midwest
## 3638                     N             425        2011            Northeast
## 3639                     N            1472        2006              Midwest
## 3640                     N            3973        1960                South
## 3641                     N            3216        1895                South
## 3642                     N            1961        1998                South
## 3643                     N            1021        1885                 West
## 3644                     N            1422        2001                South
## 3645                     N            3463        2008            Northeast
## 3646                     Y            1441        1971                 West
## 3647                     N             473        1986               Island
## 3648                     N            3086        2008              Midwest
## 3649                     N            3828        1993              Midwest
## 3650                     N            5388        2011                South
## 3651                     N            3143        1970            Northeast
## 3652                     N             570        1994                South
## 3653                     N            1796        1988                 West
## 3654                     N             577        1996                South
## 3655                     N            3658        1982              Midwest
## 3656                     N            1036        1998              Midwest
## 3657                     N            3030        2012                 West
## 3658                     N            2421        1993                 West
## 3659                     N            3403        2001            Northeast
## 3660                     N            1985        2001            Northeast
## 3661                     N            3579        1996              Midwest
## 3662                     N            1959        1998                South
## 3663                     N            3852        1998                South
## 3664                     N            4615        1981                 West
## 3665                     N             936        1859                South
## 3666                     Y            1276        1831                South
## 3667                     N            1603        1999              Midwest
## 3668                     N           18553        1985            Northeast
## 3669                     N            3039        1998              Midwest
## 3670                     N             555        1968            Northeast
## 3671                     N            3974        1999                South
## 3672                     N            3238        2001              Midwest
## 3673                     Y            1179        1985                 West
## 3674                     N            1586        1997            Northeast
## 3675                     Y           20841        2010                South
## 3676                     N             150        2014                 West
## 3677                     N             122        1923            Northeast
## 3678                     N             654        1999            Northeast
## 3679                     N            3521        2008                South
## 3680                     N            1715        1994            Northeast
## 3681                     N            4220        2007                 West
## 3682                     N            2113        2001              Midwest
## 3683                     N            1476        2008            Northeast
## 3684                     N              44        1960                South
## 3685                     N              23        1987            Northeast
## 3686                     N            3075        1985                South
## 3687                     N             781        2006              Midwest
## 3688                     N            2065        2005            Northeast
## 3689                     N             838        1949                South
## 3690                     N            5585        2007                South
## 3691                     N            1419        2001            Northeast
## 3692                     N             293        1894              Midwest
## 3693                     Y             692        2007            Northeast
## 3694                     N              44        1855                South
## 3695                     Y            1647        1995            Northeast
## 3696                     N            2442        1981              Midwest
## 3697                     N            4518        1970            Northeast
## 3698                     N            1723        1997                South
## 3699                     N            3545        1879            Northeast
## 3700                     N            2906        1916                 West
## 3701                     N            3647        1997            Northeast
## 3702                     Y            1197        2001              Midwest
## 3703                     N             345        1996                South
## 3704                     Y            1963        1999                 West
## 3705                     N            1853        1994                South
## 3706                     N            1137        1989                 West
## 3707                     N            1260        2010              Midwest
## 3708                     Y            1224        1838                 West
## 3709                     N           92520        2008              Midwest
## 3710                     N           22548        2009                South
## 3711                     N            2533        1936              Midwest
## 3712                     N            1853        1981              Midwest
## 3713                     N              78        1914                 West
## 3714                     N            3547        2011                 West
## 3715                     N            4133        2005                 West
## 3716                     N             808        1863                South
## 3717                     N            6633        1973                South
## 3718                     N            2739        1979              Midwest
## 3719                     N            5505        2011                 West
## 3720                     N             749        1939                 West
## 3721                     N            1490        2012              Midwest
## 3722                     N            3592        2001                South
## 3723                     N            4598        1869            Northeast
## 3724                     N            1720        1998            Northeast
## 3725                     Y             183        1947                South
## 3726                     N             158        1949                South
## 3727                     N            3916        1987            Northeast
## 3728                     N            2540        2008            Northeast
## 3729                     N            1586        1988                South
## 3730                     N            3874        1960                 West
## 3731                     N            4449        1983              Midwest
## 3732                     N          428773        2004            Northeast
## 3733                     N            2934        1989                 West
## 3734                     N            1762        1999              Midwest
## 3735                     N            3898        2005            Northeast
## 3736                     N            1923        2005            Northeast
## 3737                     N            5444        1994            Northeast
## 3738                     Y           54229        1876                South
## 3739                     N            2641        2008            Northeast
## 3740                     N            1648        2005                South
## 3741                     N            4668        2001                 West
## 3742                     N            1433        1984              Midwest
## 3743                     N            4457        2007                 West
## 3744                     Y            2157        2001                 West
## 3745                     N             169        1981                 West
## 3746                     N            4048        2007              Midwest
## 3747                     N            3409        1997            Northeast
## 3748                     Y             552        1997                South
## 3749                     N            1520        1870                South
## 3750                     N            1795        1995                South
## 3751                     N              99        1881              Midwest
## 3752                     N            2282        2009                 West
## 3753                     N            2374        1998                 West
## 3754                     N            5696        1985                South
## 3755                     N            1429        2008              Midwest
## 3756                     N            3019        1944              Midwest
## 3757                     N             512        1976              Midwest
## 3758                     N            5548        2000                South
## 3759                     N            1389        2013              Midwest
## 3760                     N            3526        1992                 West
## 3761                     N            3910        1998            Northeast
## 3762                     N            5973        2007            Northeast
## 3763                     N             595        1840              Midwest
## 3764                     N            2839        1940                South
## 3765                     N             644        2001              Midwest
## 3766                     N             876        1998              Midwest
## 3767                     N            1584        1977            Northeast
## 3768                     Y             393        2006            Northeast
## 3769                     N            2413        1975                 West
## 3770                     N            3031        1989            Northeast
## 3771                     N            7902        1909                 West
## 3772                     Y            2167        2007                 West
## 3773                     N            1000        2008            Northeast
## 3774                     N            2858        1956              Midwest
## 3775                     N            1479        1884                South
## 3776                     Y            3061        1998                South
## 3777                     N            1220        2010              Midwest
## 3778                     Y            1351        1875                 West
## 3779                     N            1878        2004                 West
## 3780                     N            4178        1988              Midwest
## 3781                     N            2999        2001              Midwest
## 3782                     N             121        1920                 West
## 3783                     N            1337        2003                 West
## 3784                     N            4007        2000            Northeast
## 3785                     N             186        2012                South
## 3786                     N            1652        1947            Northeast
## 3787                     N           22953        1990            Northeast
## 3788                     N            2117        1998                South
## 3789                     N            5543        1989                 West
## 3790                     N            3678        1926            Northeast
## 3791                     N            3173        2002                South
## 3792                     Y            4275        1919                 West
## 3793                     N             922        1995            Northeast
## 3794                     N            3022        2008            Northeast
## 3795                     Y            3570        1982            Northeast
## 3796                     N            2920        1981                South
## 3797                     N            3969        1938                South
## 3798                     Y             855        1995                South
## 3799                     Y             864        1915                South
## 3800                     N             118        1864                South
## 3801                     Y             559        2006                 West
## 3802                     N             174        1981                South
## 3803                     N              61        1992              Midwest
## 3804                     N           20155        1928                South
## 3805                     N            2921        2004                South
## 3806                     N            1483        1996                South
## 3807                     N            1432        2001            Northeast
## 3808                     N            1956        2002                South
## 3809                     N            1619        2008                South
## 3810                     N            6046        2007              Midwest
## 3811                     N            5049        1997            Northeast
## 3812                     N            3044        1876                South
## 3813                     N            3329        1968            Northeast
## 3814                     N            4521        1965                South
## 3815                     Y            4502        2001                 West
## 3816                     N              55        1989               Island
## 3817                     N            1814        2006            Northeast
## 3818                     N            1051        1999                South
## 3819                     N            1889        2001                South
## 3820                     N            1091        1997              Midwest
## 3821                     N             764        2004            Northeast
## 3822                     N            2760        2007                South
## 3823                     N            4150        2009            Northeast
## 3824                     Y            1868        1999                South
## 3825                     N             615        1968                South
## 3826                     N            4385        2001              Midwest
## 3827                     N             153        2003                 West
## 3828                     N            5262        2005                South
## 3829                     N            1671        1963                South
## 3830                     N            5018        1995              Midwest
## 3831                     N            2137        1985                South
## 3832                     N            4946        1975                South
## 3833                     N            1713        2007              Midwest
## 3834                     N           24413        1998            Northeast
## 3835                     N             398        1946                South
## 3836                     N           18460        1989                 West
## 3837                     N            1985        2002              Midwest
## 3838                     N           13333        2013                 West
## 3839                     N            1728        1968                South
## 3840                     N            4887        1976            Northeast
## 3841                     N           19333        2005            Northeast
## 3842                     Y            3866        2010                 West
## 3843                     N           25914        2004                South
## 3844                     N            4050        1868              Midwest
## 3845                     N           22072        1994                 West
## 3846                     N            2314        2001                South
## 3847                     N            2684        1990            Northeast
## 3848                     N            5888        2005              Midwest
## 3849                     N            2183        1855                South
## 3850                     N             705        1989            Northeast
## 3851                     N             890        1993                 West
## 3852                     N             366        1909            Northeast
## 3853                     N            1148        2003            Northeast
## 3854                     N             561        1981              Midwest
## 3855                     N             888        2000                 West
## 3856                     N            3617        1997                South
## 3857                     N             372        1970              Midwest
## 3858                     N            1672        1982            Northeast
## 3859                     N             840        1996                 West
## 3860                     N            2991        1899                 West
## 3861                     N            6308        1837            Northeast
## 3862                     N             492        1976                South
## 3863                     N            2776        1956              Midwest
## 3864                     N            1457        2003                South
## 3865                     N          412207        1984                South
## 3866                     N             147        1989                 West
## 3867                     N            1789        2012              Midwest
## 3868                     Y            4074        2012            Northeast
## 3869                     Y             467        1991                 West
## 3870                     N            4445        2003              Midwest
## 3871                     N            5245        2009                South
## 3872                     Y            4020        1892                South
## 3873                     Y            1351        1997            Northeast
## 3874                     N            1369        2011                 West
## 3875                     N             507        2007            Northeast
## 3876                     N            1538        2008                South
## 3877                     Y            1666        2005                 West
## 3878                     N            3892        2000                 West
## 3879                     N            3016        1993            Northeast
## 3880                     N            2748        1911                 West
## 3881                     N            1087        1984                South
## 3882                     N             535        2008              Midwest
## 3883                     N            1428        1993                 West
## 3884                     N            3447        1995            Northeast
## 3885                     N            1459        1971                South
## 3886                     Y            1591        1998                 West
## 3887                     Y            2742        2005                South
## 3888                     N            1597        1988                South
## 3889                     N             199        2001            Northeast
## 3890                     N            2142        1984                 West
## 3891                     N            4350        1993            Northeast
## 3892                     N            2731        1838                South
## 3893                     N            1375        1994                South
## 3894                     N           11743        1990            Northeast
## 3895                     N            1684        1996              Midwest
## 3896                     Y             687        1912                 West
## 3897                     N            2320        1999              Midwest
## 3898                     N             470        1824            Northeast
## 3899                     N            3934        1992                South
## 3900                     N            1755        1879                 West
## 3901                     N             635        1912                South
## 3902                     N            3162        1966            Northeast
## 3903                     N            1260        1888            Northeast
## 3904                     N             909        2013                South
## 3905                     N            2252        1987                 West
## 3906                     N            4568        2014                South
## 3907                     N            1308        2007                 West
## 3908                     N            3009        1999            Northeast
## 3909                     N            1599        2013                 West
## 3910                     N             386        2002                South
## 3911                     N            3950        1981                 West
## 3912                     N            1248        2001                South
## 3913                     N            1458        2011                South
## 3914                     Y            1180        2013            Northeast
## 3915                     N            2164        2004            Northeast
## 3916                     N           87957        1989                 West
## 3917                     Y             693        1979                South
## 3918                     N            1282        2007              Midwest
## 3919                     N             477        1979                 West
## 3920                     N             953        1988            Northeast
## 3921                     N            2999        1950                South
## 3922                     N            2851        2011              Midwest
## 3923                     N          105683        1998                South
## 3924                     N            3366        1985            Northeast
## 3925                     N              94        2012                 West
## 3926                     N             205        1890              Midwest
## 3927                     N           85162        1890                 West
## 3928                     N            4058        2005              Midwest
## 3929                     Y            1990        1884                 West
## 3930                     Y            2441        2003                South
## 3931                     N            4272        1985            Northeast
## 3932                     N           53960        1987                 West
## 3933                     N            1305        2005                 West
## 3934                     N            1368        2010              Midwest
## 3935                     N             707        2001              Midwest
## 3936                     N             697        2003                South
## 3937                     N            2741        1971            Northeast
## 3938                     N            4847        1977                 West
## 3939                     N            2103        2007                South
## 3940                     N             772        2006              Midwest
## 3941                     Y            1861        1941            Northeast
## 3942                     N            2398        1983              Midwest
## 3943                     N             539        2011            Northeast
## 3944                     Y            3048        1996            Northeast
## 3945                     N            4669        2000                South
## 3946                     N            2705        2007            Northeast
## 3947                     N            3571        1875                South
## 3948                     N           84160        1988                 West
## 3949                     N            1656        1902            Northeast
## 3950                     N             774        1995            Northeast
## 3951                     N            4312        2005                South
## 3952                     N            1293        1998            Northeast
## 3953                     N            2277        1976            Northeast
## 3954                     N            1271        1990                 West
## 3955                     N            4032        1838            Northeast
## 3956                     N            1052        2012            Northeast
## 3957                     N            2514        1847                 West
## 3958                     N           22952        2000            Northeast
## 3959                     N            3420        1984                South
## 3960                     N            4478        2007            Northeast
## 3961                     Y            3791        1998                 West
## 3962                     N            1874        1985            Northeast
## 3963                     N            2945        2006                South
## 3964                     N            1869        2005                South
## 3965                     Y            5229        1966            Northeast
## 3966                     N             323        1998                 West
## 3967                     N             914        1847            Northeast
## 3968                     N            3173        1987                South
## 3969                     N            2804        1998                South
## 3970                     Y            2638        1990            Northeast
## 3971                     N            3691        1854            Northeast
## 3972                     N            6752        1984              Midwest
## 3973                     N            1582        2004            Northeast
## 3974                     N            1762        2002                South
## 3975                     N            3124        2008              Midwest
## 3976                     N            2111        2004              Midwest
## 3977                     N             540        2001              Midwest
## 3978                     N             918        2001              Midwest
## 3979                     N             833        1992                 West
## 3980                     N            6505        2010                 West
## 3981                     N            3050        2006            Northeast
## 3982                     N             372        2010            Northeast
## 3983                     N            3085        2010              Midwest
## 3984                     N            1238        2012            Northeast
## 3985                     N            1005        1947            Northeast
## 3986                     N            1521        2000              Midwest
## 3987                     N            4196        1928                 West
## 3988                     Y            3354        1952                South
## 3989                     N            2365        1885                South
## 3990                     N            2504        1979                 West
## 3991                     N            4910        2012                 West
## 3992                     N            3099        2000            Northeast
## 3993                     N            3423        2006              Midwest
## 3994                     N            1300        1960              Midwest
## 3995                     N            2764        2012                South
## 3996                     N            1652        1997            Northeast
## 3997                     N            1477        1911                 West
## 3998                     Y            1888        1957            Northeast
## 3999                     N            1988        2005              Midwest
## 4000                     Y             405        1993              Midwest
## 4001                     N            1043        1978            Northeast
## 4002                     N            3043        2001            Northeast
## 4003                     Y             549        2005                 West
## 4004                     N             126        2003                South
## 4005                     N            5167        1971                South
## 4006                     N           11150        1981                South
## 4007                     N            3436        2008                South
## 4008                     N             453        1890            Northeast
## 4009                     N            1756        2008            Northeast
## 4010                     N            4752        1986                 West
## 4011                     N            1954        2000                 West
## 4012                     N            4944        1979                South
## 4013                     Y            1792        1998            Northeast
## 4014                     N            3781        1994            Northeast
## 4015                     N            5183        1942                 West
## 4016                     N             163        1999                South
## 4017                     N            1638        2003              Midwest
## 4018                     N            1801        1995               Island
## 4019                     N            4099        2000              Midwest
## 4020                     N            1382        2001                 West
## 4021                     Y            4460        1979                 West
## 4022                     N            1063        1998                South
## 4023                     Y            2316        2006                 West
## 4024                     N             580        2002                South
## 4025                     N             770        2004                 West
## 4026                     N            1714        1972                 West
## 4027                     N            2994        1981                 West
## 4028                     N            1031        2009              Midwest
## 4029                     Y           75125        1954                 West
## 4030                     N            2410        1963                 West
## 4031                     N             759        1876                South
## 4032                     N            4765        1996            Northeast
## 4033                     N            1550        1996                 West
## 4034                     N            9862        2009                South
## 4035                     N            1752        2000                South
## 4036                     N            4266        2001                 West
## 4037                     N           99503        2004                 West
## 4038                     N            1956        2006                South
## 4039                     N            1146        1994            Northeast
## 4040                     N            4211        1992            Northeast
## 4041                     N            1857        1992                 West
## 4042                     N            1150        1968                 West
## 4043                     N            3193        1946                 West
## 4044                     N             781        1920                 West
## 4045                     N            3167        1963            Northeast
## 4046                     N            1192        2010                South
## 4047                     N             740        1948                 West
## 4048                     N            1186        1872            Northeast
## 4049                     N            3246        2008            Northeast
## 4050                     N            2522        2013            Northeast
## 4051                     N             872        2001              Midwest
## 4052                     N            3968        2003                South
## 4053                     N            2939        2001            Northeast
## 4054                     N            3108        1839              Midwest
## 4055                     N            2245        2010              Midwest
## 4056                     Y            1394        1997                South
## 4057                     N            1444        1892                South
## 4058                     N            3551        2012            Northeast
## 4059                     N            1114        2005                South
## 4060                     N            2174        1910                 West
## 4061                     N            1856        2004            Northeast
## 4062                     N            1776        1985              Midwest
## 4063                     N           40787        1999              Midwest
## 4064                     N            2172        1868                 West
## 4065                     N             246        2011                South
## 4066                     N            4306        2006            Northeast
## 4067                     N            1166        1995                 West
## 4068                     N            1951        2003            Northeast
## 4069                     N            1627        1914            Northeast
## 4070                     N            2257        2008              Midwest
## 4071                     N            2408        2011            Northeast
## 4072                     N            2998        2015                 West
## 4073                     N            1559        1986                South
## 4074                     N            2547        1999                 West
## 4075                     Y             562        1996              Midwest
## 4076                     N            1513        2007                 West
## 4077                     N            1174        2002            Northeast
## 4078                     N             808        1977            Northeast
## 4079                     N             519        2007            Northeast
## 4080                     N             513        2000            Northeast
## 4081                     N             323        1911                 West
## 4082                     Y             279        1880                 West
## 4083                     N             767        2007                South
## 4084                     N            4050        2014            Northeast
## 4085                     N            1509        1991                 West
## 4086                     N            3405        1921                South
## 4087                     N            1869        1986            Northeast
## 4088                     N            2896        1960            Northeast
## 4089                     Y             308        2000                South
## 4090                     N             869        1993                 West
## 4091                     N             968        1988               Island
## 4092                     Y            2311        2007            Northeast
## 4093                     N            3897        1992              Midwest
## 4094                     N            4653        2006            Northeast
## 4095                     N             666        1980            Northeast
## 4096                     N              76        1939                South
## 4097                     N             469        1997            Northeast
## 4098                     N             731        1976                 West
## 4099                     N           55138        2009                South
## 4100                     N            4930        1999              Midwest
## 4101                     N            3066        2008                South
## 4102                     N            3994        1992              Midwest
## 4103                     N            1801        1994            Northeast
## 4104                     N            1601        1996              Midwest
## 4105                     N            6245        2009                 West
## 4106                     N            4089        1999                South
## 4107                     N            1954        1980                South
## 4108                     N            3558        1919                 West
## 4109                     N             358        1925            Northeast
## 4110                     N            3233        2007                 West
## 4111                     N            4519        2001                 West
## 4112                     N            1525        1947                 West
## 4113                     Y             564        1994                 West
## 4114                     Y             566        1935               Island
## 4115                     N            2700        2000              Midwest
## 4116                     N             397        2002            Northeast
## 4117                     N            1242        2005            Northeast
## 4118                     N            3967        1977                 West
## 4119                     Y            2145        1992                 West
## 4120                     N            2614        1982              Midwest
## 4121                     N          421062        1958            Northeast
## 4122                     N             683        1895            Northeast
## 4123                     N            3370        2011              Midwest
## 4124                     N             285        2001                South
## 4125                     N            2752        2005                 West
## 4126                     N            1669        1968                 West
## 4127                     N             814        2004              Midwest
## 4128                     N             722        1985            Northeast
## 4129                     N            2372        1997            Northeast
## 4130                     Y            2183        1994                South
## 4131                     N            3655        1997            Northeast
## 4132                     N             170        2009            Northeast
## 4133                     N            3006        1978            Northeast
## 4134                     N            1530        2000                South
## 4135                     N            5248        2010                 West
## 4136                     N            3274        1981                 West
## 4137                     N            1416        2013                 West
## 4138                     N          404715        1948              Midwest
## 4139                     N             259        2013                 West
## 4140                     N            4673        1930               Island
## 4141                     N             441        1847                 West
## 4142                     N            2459        1988              Midwest
## 4143                     N            3819        1960                 West
## 4144                     N            1702        1881                South
## 4145                     N             576        1985            Northeast
## 4146                     N             785        1976            Northeast
## 4147                     N            5058        1998                South
## 4148                     N            3705        1906            Northeast
## 4149                     N            1764        1984            Northeast
## 4150                     N            1160        2003            Northeast
## 4151                     N            3686        1999                 West
## 4152                     N            4847        1979                South
## 4153                     Y             990        1996            Northeast
## 4154                     N            1126        1981                 West
## 4155                     N            5398        2001                South
## 4156                     N            1103        1967                 West
## 4157                     N            5440        2010                 West
## 4158                     N            5255        1936            Northeast
## 4159                     N            1163        1988              Midwest
## 4160                     Y            1496        1996                 West
## 4161                     Y            3295        1994                South
## 4162                     N            1903        2011                South
## 4163                     Y            4874        2003            Northeast
## 4164                     N             651        2009                South
## 4165                     N             527        2007              Midwest
## 4166                     Y            2055        1857                 West
## 4167                     Y            1562        1941                South
## 4168                     N            3233        1993                South
## 4169                     Y             661        2001                 West
## 4170                     N            3796        1962               Island
## 4171                     N            2841        2007                South
## 4172                     N            2167        2004                South
## 4173                     N            2713        1997                 West
## 4174                     N            3199        2008                South
## 4175                     N            1261        2006              Midwest
## 4176                     N            1889        1988              Midwest
## 4177                     N            4203        1881                 West
## 4178                     Y            2589        1976            Northeast
## 4179                     N            4551        1996                 West
## 4180                     N            2059        2013                 West
## 4181                     N            3655        1975                 West
## 4182                     N            3421        1985              Midwest
## 4183                     Y             451        1999                South
## 4184                     Y             519        1959              Midwest
## 4185                     N           28059        2006            Northeast
## 4186                     N            3770        1996            Northeast
## 4187                     N             739        1939                 West
## 4188                     Y             728        1975                South
## 4189                     N             636        2001                 West
## 4190                     N            1516        2002                South
## 4191                     Y            5295        1981            Northeast
## 4192                     N            4467        2012                South
## 4193                     N              68        1994                South
## 4194                     N            2724        2013              Midwest
## 4195                     N             914        2007              Midwest
## 4196                     N            3128        1999              Midwest
## 4197                     N           12004        1986                 West
## 4198                     N             196        1979            Northeast
## 4199                     N            4400        2013            Northeast
## 4200                     N            3925        2001                 West
## 4201                     N            4875        1997              Midwest
## 4202                     N            2497        1978                South
## 4203                     N            1051        1992              Midwest
## 4204                     N            4579        1912            Northeast
## 4205                     N            3392        1999                 West
## 4206                     N            3140        2002                South
## 4207                     N             288        2000                 West
## 4208                     N            2889        2004                 West
## 4209                     N             709        2008                 West
## 4210                     Y            1088        2006                South
## 4211                     N            1160        2002                 West
## 4212                     N           36018        1996                South
## 4213                     N            1950        1937                 West
## 4214                     N            2662        1848                South
## 4215                     N            3497        1988              Midwest
## 4216                     Y            3821        1926                South
## 4217                     N              74        2000                 West
## 4218                     N              76        2010                 West
## 4219                     N            4116        2008                 West
## 4220                     N            1991        2003              Midwest
## 4221                     N            1597        2007              Midwest
## 4222                     N             704        2013                 West
## 4223                     N            5216        1991              Midwest
## 4224                     N            3928        1993                South
## 4225                     N            3260        2000              Midwest
## 4226                     N             768        2002            Northeast
## 4227                     N             183        1983            Northeast
## 4228                     N            2818        2007                 West
## 4229                     N            2253        1946            Northeast
## 4230                     Y             873        1908                 West
## 4231                     N             416        1976            Northeast
## 4232                     N             967        2003                 West
## 4233                     N             419        2004            Northeast
## 4234                     N            2177        1960                 West
## 4235                     N              93        2009                 West
## 4236                     N             775        2012                 West
## 4237                     N            3363        1991                South
## 4238                     N            3764        1946                 West
## 4239                     N            3354        2000            Northeast
## 4240                     N            1881        2001              Midwest
## 4241                     N            3738        1985              Midwest
## 4242                     N            1300        1987            Northeast
## 4243                     N             633        1897            Northeast
## 4244                     N           10301        1998              Midwest
## 4245                     N          151150        1984                South
## 4246                     N            2759        2003            Northeast
## 4247                     N            3063        1887                South
## 4248                     N            2442        1998                South
## 4249                     N            1678        1925                South
## 4250                     N            5278        1984            Northeast
## 4251                     N            1478        2009            Northeast
## 4252                     N            3739        2007            Northeast
## 4253                     N            3244        2004                 West
## 4254                     N             658        2005              Midwest
## 4255                     N            3279        1998              Midwest
## 4256                     N              22        2010            Northeast
## 4257                     N            3235        1993                South
## 4258                     N             142        1981            Northeast
## 4259                     N             234        1946            Northeast
## 4260                     N            2563        2001                South
## 4261                     N            1559        1998              Midwest
## 4262                     N            2491        1841                South
## 4263                     N            3273        1977                South
## 4264                     N              93        2006                 West
## 4265                     N            1880        1911                 West
## 4266                     N            4236        1968            Northeast
## 4267                     Y            2882        1979                 West
## 4268                     N            5078        1873                South
## 4269                     N            3407        2004                South
## 4270                     N            3902        1970            Northeast
## 4271                     N            4585        1942                 West
## 4272                     N            4338        1855              Midwest
## 4273                     N            2623        2006            Northeast
## 4274                     N             102        2011                South
## 4275                     N            2436        2009            Northeast
## 4276                     N            2875        2010                 West
## 4277                     N            1166        2003                South
## 4278                     Y            5752        1999                South
## 4279                     N            4918        2005            Northeast
## 4280                     N            4290        1916                 West
## 4281                     Y            2423        1928                South
## 4282                     N            3032        1960                 West
## 4283                     N            5863        2008            Northeast
## 4284                     N            2402        1987            Northeast
## 4285                     N            2503        1855                South
## 4286                     N              82        2006            Northeast
## 4287                     N            1379        1997                South
## 4288                     N            1232        2003                South
## 4289                     N              86        1994                South
## 4290                     N            2297        1999              Midwest
## 4291                     N             283        1979                South
## 4292                     N            3468        1945                South
## 4293                     N            3331        2013            Northeast
## 4294                     N            1866        1855              Midwest
## 4295                     N             768        1999            Northeast
## 4296                     Y            2072        1981                 West
## 4297                     N            3342        2001            Northeast
## 4298                     N            1588        2009            Northeast
## 4299                     N            4212        1982              Midwest
## 4300                     N           91148        1998                 West
## 4301                     N             203        1998                South
## 4302                     N            3760        2001                South
## 4303                     N           36339        1997              Midwest
## 4304                     N            2284        2004                 West
## 4305                     N           16275        2004              Midwest
## 4306                     N            1096        1991                 West
## 4307                     Y             983        1885              Midwest
## 4308                     N             508        1923                South
## 4309                     Y            3382        1934              Midwest
## 4310                     N            2588        1801               Island
## 4311                     N            3453        1993            Northeast
## 4312                     N            2885        1986            Northeast
## 4313                     N             174        1956                 West
## 4314                     N             709        2006            Northeast
## 4315                     N            3351        1990                 West
## 4316                     Y            2913        2008                South
## 4317                     N            1122        2000                 West
## 4318                     N            3984        1884            Northeast
## 4319                     N            3671        2002                South
## 4320                     N            2187        2001            Northeast
## 4321                     N            1165        1836            Northeast
## 4322                     N            1679        2007              Midwest
## 4323                     N            4926        1982              Midwest
## 4324                     Y             943        1858                 West
## 4325                     N            3291        1997            Northeast
## 4326                     N             986        1977            Northeast
## 4327                     N            1710        1911              Midwest
## 4328                     Y            3130        2004                 West
## 4329                     N             337        1997              Midwest
## 4330                     N            3600        1993            Northeast
## 4331                     N            3197        2005                South
## 4332                     N            2490        1892            Northeast
## 4333                     N            2333        1978                South
## 4334                     N            5444        1970                 West
## 4335                     Y             722        1998            Northeast
## 4336                     N            3792        1982            Northeast
## 4337                     N             328        1960                 West
## 4338                     N             333        2008                 West
## 4339                     Y             501        1986            Northeast
## 4340                     N            1976        1968                South
## 4341                     N             674        1948                 West
## 4342                     N            3691        2008              Midwest
## 4343                     N             738        2005                 West
## 4344                     N            3582        1928            Northeast
## 4345                     N            2806        1979              Midwest
## 4346                     N            1136        1992            Northeast
## 4347                     N           14061        1986              Midwest
## 4348                     N            2740        2011              Midwest
## 4349                     N            2926        1997                 West
## 4350                     N            2663        1985              Midwest
## 4351                     N             519        1912                 West
## 4352                     N             883        1997            Northeast
## 4353                     N            1002        1970            Northeast
## 4354                     Y            2488        1977                 West
## 4355                     N            4273        1851            Northeast
## 4356                     Y            2062        1986                South
## 4357                     N           83839        1974                 West
## 4358                     N             235        2001                South
## 4359                     N             173        1993                 West
## 4360                     N            3037        1975               Island
## 4361                     N            3553        1969                 West
## 4362                     N            2650        1988                South
## 4363                     N            1137        2007                South
## 4364                     N            3314        2000              Midwest
## 4365                     N           17558        1997              Midwest
## 4366                     N            2025        1976            Northeast
## 4367                     N            2733        1975            Northeast
## 4368                     N            4750        2005                South
## 4369                     N            5702        2006                 West
## 4370                     N            1159        1999              Midwest
## 4371                     N            2925        1949               Island
## 4372                     N            1726        1984              Midwest
## 4373                     N            1212        1998                South
## 4374                     N            5070        1997                 West
## 4375                     N            3938        1999                 West
## 4376                     N            1837        2000                South
## 4377                     Y            2121        1999                 West
## 4378                     N            3376        1881            Northeast
## 4379                     N             165        1993                South
## 4380                     N              18        2000              Midwest
## 4381                     N            3935        1963            Northeast
## 4382                     N           19437        1982                South
## 4383                     N            5253        1988                South
## 4384                     N            2361        2006                 West
## 4385                     N            1470        1990                 West
## 4386                     N            3452        2004            Northeast
## 4387                     Y             347        2001                 West
## 4388                     N            2260        1893                 West
## 4389                     N            4698        1965            Northeast
## 4390                     N             426        1991                 West
## 4391                     N            2184        2004            Northeast
## 4392                     N            1344        2011                 West
## 4393                     N            1435        2010              Midwest
## 4394                     N             328        2007                South
## 4395                     N             678        2010                South
## 4396                     N            2010        2009              Midwest
## 4397                     N             484        2005                South
## 4398                     N             354        2009            Northeast
## 4399                     N           63430        1974                South
## 4400                     N            1358        2000            Northeast
## 4401                     N            1668        1977              Midwest
## 4402                     N            1040        1986              Midwest
## 4403                     N             438        1862            Northeast
## 4404                     N            1619        2006            Northeast
## 4405                     N            4298        1993            Northeast
## 4406                     N            1103        1982                 West
## 4407                     N           73686        1999                South
## 4408                     N            1330        1994                 West
## 4409                     N            2642        1976                South
## 4410                     N            4032        2007                South
## 4411                     N            1346        1998               Island
## 4412                     N             633        2009            Northeast
## 4413                     N            1583        1911                 West
## 4414                     N             609        1997                South
## 4415                     N            3194        1992              Midwest
## 4416                     N             736        1998                South
## 4417                     N           90672        1996                South
## 4418                     N            1536        2004            Northeast
## 4419                     N            2636        2013                 West
## 4420                     N             189        2006              Midwest
## 4421                     N            2387        2012            Northeast
## 4422                     Y            4105        2010                South
## 4423                     N            2363        2005                 West
## 4424                     N            2398        2012                South
## 4425                     N            2456        1904            Northeast
## 4426                     N             529        1994                 West
## 4427                     N            4097        2010                South
## 4428                     N            3620        1994            Northeast
## 4429                     N            3384        1888            Northeast
## 4430                     N            3243        2008                South
## 4431                     N            1777        1977                South
## 4432                     N             890        1978                 West
## 4433                     N            1047        2009                 West
## 4434                     N            1959        2007            Northeast
## 4435                     Y             724        1980                 West
## 4436                     N            2600        2011                 West
## 4437                     N             124        2006            Northeast
## 4438                     N             674        1993            Northeast
## 4439                     N            2289        2010                South
## 4440                     N             488        2000            Northeast
## 4441                     Y            2948        1873                South
## 4442                     N             134        1998                 West
## 4443                     N             156        1928                 West
## 4444                     Y             942        1988                South
## 4445                     N            2736        1979                South
## 4446                     N            3245        1994              Midwest
## 4447                     Y             487        2008                 West
## 4448                     N            5780        2010                 West
## 4449                     N            1556        1997            Northeast
## 4450                     N            4763        1927                 West
## 4451                     N             218        1864              Midwest
## 4452                     N             741        2009              Midwest
## 4453                     N            1614        1899            Northeast
## 4454                     Y           24536        1996                South
## 4455                     N             561        1908            Northeast
## 4456                     N             393        1869                South
## 4457                     Y            2952        1989            Northeast
## 4458                     N            1935        2007            Northeast
## 4459                     N            1181        2002                 West
## 4460                     N            2557        1989            Northeast
## 4461                     N            1284        1974              Midwest
## 4462                     N             473        2001                 West
## 4463                     N            1950        1992                 West
## 4464                     N            2528        1998               Island
## 4465                     N            3955        2005                 West
## 4466                     Y            1230        1977                South
## 4467                     N            2254        2007                 West
## 4468                     N            1339        2009                 West
## 4469                     N            5353        2013            Northeast
## 4470                     N            3887        2009            Northeast
## 4471                     N            1061        2003                South
## 4472                     N            2347        1999                 West
## 4473                     N            2087        2008                South
## 4474                     N            2313        1946                South
## 4475                     N            1024        2011                 West
## 4476                     N            2069        2004            Northeast
## 4477                     N            2117        1996              Midwest
## 4478                     Y             307        1993               Island
## 4479                     N            5991        1976                South
## 4480                     N            1826        2003                 West
## 4481                     N            1245        2005                 West
## 4482                     N            1204        1855                South
## 4483                     N            5495        2005                South
## 4484                     N           62229        1997              Midwest
## 4485                     N            3992        1995                 West
## 4486                     N            5029        1994                 West
## 4487                     N            1265        1909              Midwest
## 4488                     N             576        2001                 West
## 4489                     N             418        1994            Northeast
## 4490                     N            3385        1987                South
## 4491                     Y            1444        1989                 West
## 4492                     Y            1917        2006                South
## 4493                     N            3459        2006            Northeast
## 4494                     N            2027        1992              Midwest
## 4495                     N             379        2007                South
## 4496                     Y            1946        1984                South
## 4497                     N            5394        2001                South
## 4498                     N            5166        1999              Midwest
## 4499                     N            2601        1998                South
## 4500                     N            4229        2006            Northeast
## 4501                     N            4268        1972                 West
## 4502                     N            2058        1977                South
## 4503                     Y            1425        2004            Northeast
## 4504                     N             270        1980                South
## 4505                     N             894        1996            Northeast
## 4506                     N            2601        1928                South
## 4507                     N            4533        2000            Northeast
## 4508                     N              88        1978                South
## 4509                     N            4067        1885              Midwest
## 4510                     N            3442        1976                South
## 4511                     N            1814        2013                 West
## 4512                     N            1771        1923                 West
## 4513                     N            2866        1885                South
## 4514                     N            4542        2016            Northeast
## 4515                     N            3025        2009                South
## 4516                     N            1294        1999                South
## 4517                     N            3123        2004            Northeast
## 4518                     N            4716        2004                 West
## 4519                     N             202        1998              Midwest
## 4520                     N             709        2001                South
## 4521                     N             118        1997            Northeast
## 4522                     N            2035        1985                South
## 4523                     N            4056        2013                 West
## 4524                     N             998        2001                 West
## 4525                     N             270        1851                South
## 4526                     N            2016        2010              Midwest
## 4527                     N             853        1872                South
## 4528                     N             829        1956                South
## 4529                     N            5069        1998              Midwest
## 4530                     N            4820        2003                 West
## 4531                     N            4279        2010                 West
## 4532                     N            2044        2001                South
## 4533                     N             375        1944            Northeast
## 4534                     N            1162        2012                 West
## 4535                     N            1625        2004                South
## 4536                     Y            4001        1973            Northeast
## 4537                     N             205        1998                 West
## 4538                     N            2233        2008              Midwest
## 4539                     Y             975        1986                 West
## 4540                     N            1684        2006            Northeast
## 4541                     N            4397        2008                 West
## 4542                     Y             220        1980                 West
## 4543                     N            3196        2005              Midwest
## 4544                     Y            4108        2004                South
## 4545                     N             216        2006              Midwest
## 4546                     N            1385        1859                South
## 4547                     N              62        1901              Midwest
## 4548                     N            2144        1990                South
## 4549                     Y            1478        2000            Northeast
## 4550                     N            2750        1909            Northeast
## 4551                     N           24092        1972                 West
## 4552                     N            1097        2006                 West
## 4553                     N            2762        1999                 West
## 4554                     N            3160        2002                South
## 4555                     N            1855        2013            Northeast
## 4556                     N            3285        1997                 West
## 4557                     N            2849        1823                South
## 4558                     N            1547        2000              Midwest
## 4559                     N            3376        1998            Northeast
## 4560                     N             312        2013                South
## 4561                     N            4230        2002              Midwest
## 4562                     Y            3689        1982            Northeast
## 4563                     N            1762        2000              Midwest
## 4564                     N            1677        1897                 West
## 4565                     N              70        2010                 West
## 4566                     N            2312        2012                South
## 4567                     N            1769        1969            Northeast
## 4568                     N            1389        1876              Midwest
## 4569                     N            1796        2004                 West
## 4570                     N            2733        2001                South
## 4571                     N             411        2012            Northeast
## 4572                     N            1420        2001                 West
## 4573                     N            3471        2007                South
## 4574                     N             538        1968                 West
## 4575                     N             111        1985              Midwest
## 4576                     N            1704        1986            Northeast
## 4577                     N            5184        1992            Northeast
## 4578                     Y            1538        2008              Midwest
## 4579                     N            3140        2001                South
## 4580                     N            3950        1979              Midwest
## 4581                     N            2123        1967                South
## 4582                     N             288        1999                South
## 4583                     N           26125        1898                 West
## 4584                     Y            3350        1991                 West
## 4585                     N             380        1997                South
## 4586                     N            1559        1974                 West
## 4587                     N            3622        2007            Northeast
## 4588                     N            1417        2010              Midwest
## 4589                     N             585        2003                 West
## 4590                     N             496        1969                 West
## 4591                     N            2812        1952               Island
## 4592                     N            5196        2000                South
## 4593                     N             663        2012            Northeast
## 4594                     N             447        1998            Northeast
## 4595                     N           20787        2010            Northeast
## 4596                     N            1878        2001                South
## 4597                     N            4299        1823            Northeast
## 4598                     N            1426        1999            Northeast
## 4599                     N             807        1885              Midwest
## 4600                     Y            3268        2000                 West
## 4601                     N             389        2009                 West
## 4602                     N            2308        1973                 West
## 4603                     N            5805        1967                 West
## 4604                     N            2357        2006              Midwest
## 4605                     N          101159        2010                 West
## 4606                     N             197        2006              Midwest
## 4607                     N             808        1988              Midwest
## 4608                     Y            8963        2007              Midwest
## 4609                     N            3519        1997            Northeast
## 4610                     N             645        1969              Midwest
## 4611                     N            1073        1992                 West
## 4612                     N            4513        1877                 West
## 4613                     N            2381        1984            Northeast
## 4614                     N            1779        2001            Northeast
## 4615                     N            1160        1994                South
## 4616                     N            4373        2008                 West
## 4617                     N            1876        2005                 West
## 4618                     N            1436        2006                 West
## 4619                     N            2409        1996            Northeast
## 4620                     N            2114        1968              Midwest
## 4621                     N            1906        2007                 West
## 4622                     Y            1714        1988                South
## 4623                     N             597        1989                South
## 4624                     N             592        1978              Midwest
## 4625                     Y            1840        1999                South
## 4626                     N             402        1948            Northeast
## 4627                     N            1248        1940            Northeast
## 4628                     N            1548        2006                South
## 4629                     N             842        1997                 West
## 4630                     N            1544        1997            Northeast
## 4631                     N            4570        2000            Northeast
## 4632                     N             578        2009                South
## 4633                     N            1470        2010                 West
## 4634                     N            4236        1997            Northeast
## 4635                     N            2627        1977                 West
## 4636                     N            1537        2009                 West
## 4637                     N            1563        1936                South
## 4638                     N            2736        2010            Northeast
## 4639                     N            3619        1996                 West
## 4640                     N             682        2013            Northeast
## 4641                     N            2390        1998                South
## 4642                     N            4642        1989              Midwest
## 4643                     N            5108        1922                 West
## 4644                     N            2030        2007            Northeast
## 4645                     N            4462        2000              Midwest
## 4646                     Y            2320        1872                 West
## 4647                     N             407        1838                South
## 4648                     N            2836        1971            Northeast
## 4649                     N            3886        2009                South
## 4650                     N            1883        1866                 West
## 4651                     Y             954        2008            Northeast
## 4652                     N            1750        1995              Midwest
## 4653                     N             220        1998                 West
## 4654                     N            8462        2005            Northeast
## 4655                     Y             961        2005                 West
## 4656                     N            3100        1996            Northeast
## 4657                     N             706        1997                 West
## 4658                     Y            1285        2012                 West
## 4659                     N            2239        1966                 West
## 4660                     N            3526        1838              Midwest
## 4661                     N            1935        1899                South
## 4662                     N            2424        1972            Northeast
## 4663                     N            2857        1946            Northeast
## 4664                     N            4316        1987              Midwest
## 4665                     N             658        1999              Midwest
## 4666                     N            3517        2002               Island
## 4667                     N            1169        1995                South
## 4668                     N            4380        2012                 West
## 4669                     N             555        1866              Midwest
## 4670                     N            5039        2004                South
## 4671                     N            3784        1993            Northeast
## 4672                     N            1660        1998                South
## 4673                     Y            2144        1997                South
## 4674                     N            4768        2004            Northeast
## 4675                     Y             231        1947              Midwest
## 4676                     N            3627        1962                South
## 4677                     N            1656        1977                South
## 4678                     N             203        1983                 West
## 4679                     N            3310        2006                 West
## 4680                     N            3844        1907               Island
## 4681                     N            5128        1992              Midwest
## 4682                     N            1454        1968              Midwest
## 4683                     N             662        1985            Northeast
## 4684                     N            2349        1998            Northeast
## 4685                     N            4315        1868                South
## 4686                     N            3247        1902            Northeast
## 4687                     N            1331        2015              Midwest
## 4688                     N            1290        2013                 West
## 4689                     N             946        1998            Northeast
## 4690                     N           67296        1980                 West
## 4691                     N            3789        2008               Island
## 4692                     N           22034        1968                South
## 4693                     N             798        1987                South
## 4694                     N            2850        2009            Northeast
## 4695                     N            1045        2010                South
## 4696                     N            3518        2001            Northeast
## 4697                     N            2964        1919                 West
## 4698                     N            4488        1984                 West
## 4699                     N             945        1998            Northeast
## 4700                     N            4331        1954                South
## 4701                     N            2097        2001            Northeast
## 4702                     N            5940        1970                 West
## 4703                     N            2144        1998                South
## 4704                     N            2260        2009                South
## 4705                     N            4462        1873                 West
## 4706                     N          112483        2006              Midwest
## 4707                     N            1198        1981            Northeast
## 4708                     N            2326        1988                 West
## 4709                     N            5734        1998                South
## 4710                     N            1035        2012              Midwest
## 4711                     N            4289        2008            Northeast
## 4712                     N            1709        1982              Midwest
## 4713                     N            3556        2001                South
## 4714                     Y             582        1973                 West
## 4715                     Y            2089        1998                 West
## 4716                     N          128236        2003                South
## 4717                     N            4659        2005                 West
## 4718                     N            1003        1932                 West
## 4719                     N            1512        1984            Northeast
## 4720                     N            2524        2005              Midwest
## 4721                     N             181        2010                 West
## 4722                     N            2179        1996                South
## 4723                     N            4849        1993                 West
## 4724                     Y           17794        2005                South
## 4725                     N            1146        1985            Northeast
## 4726                     N            1522        1983            Northeast
## 4727                     Y            2264        1991            Northeast
## 4728                     N            1594        2004                South
## 4729                     N            4839        1885                South
## 4730                     N           30146        1978                 West
## 4731                     N             551        1947                South
## 4732                     N              75        2005            Northeast
## 4733                     N             930        2001            Northeast
## 4734                     N             104        1920                South
## 4735                     N             661        1887            Northeast
## 4736                     N             737        1872            Northeast
## 4737                     N            6519        1918            Northeast
## 4738                     N            1006        1999              Midwest
## 4739                     Y            2288        1818              Midwest
## 4740                     N            2047        1999                South
## 4741                     N            1749        1989                 West
## 4742                     N             561        1993                 West
## 4743                     N             671        1998              Midwest
## 4744                     N            5227        1854                 West
## 4745                     N            2948        2007                South
## 4746                     N            2273        2012              Midwest
## 4747                     N            2418        2011            Northeast
## 4748                     N            1214        1920            Northeast
## 4749                     N            1117        1993              Midwest
## 4750                     N          397360        2005            Northeast
## 4751                     N            1072        1974                South
## 4752                     N           87861        1998            Northeast
## 4753                     Y            1128        1936                 West
## 4754                     N            5966        2001            Northeast
## 4755                     N             361        2002                 West
## 4756                     N             899        1954                South
## 4757                     N            1237        2003                South
## 4758                     N             681        1998                 West
## 4759                     Y             112        1998                South
## 4760                     N              36        1858                 West
## 4761                     N             287        1932                 West
## 4762                     N            1318        2013                 West
## 4763                     N             496        1998                South
## 4764                     N            2732        2009                South
## 4765                     N            3019        2010                 West
## 4766                     Y            2651        1864                South
## 4767                     N             838        2000            Northeast
## 4768                     N            1814        2000            Northeast
## 4769                     N             473        1979              Midwest
## 4770                     N            2223        1952                South
## 4771                     N            1189        1999            Northeast
## 4772                     N             477        2006            Northeast
## 4773                     N            1837        2000              Midwest
## 4774                     N              92        1968            Northeast
## 4775                     N            1842        1962            Northeast
## 4776                     N            4615        1883            Northeast
## 4777                     N             105        1988                 West
## 4778                     N            3154        1821            Northeast
## 4779                     N          192494        2006                 West
## 4780                     N            4344        1939                South
## 4781                     N            4268        2008                South
## 4782                     Y             117        1868                South
## 4783                     N             329        2010                 West
## 4784                     N            2852        2004                South
## 4785                     N             533        2004                 West
## 4786                     N            1022        1998                South
## 4787                     N            1678        1834              Midwest
## 4788                     N            2749        1984              Midwest
## 4789                     N             574        1959              Midwest
## 4790                     N             645        1892                 West
## 4791                     N          139451        1984            Northeast
## 4792                     N            2789        1919                South
## 4793                     N            4329        2002                South
## 4794                     N             257        1997                South
## 4795                     N            6036        2000            Northeast
## 4796                     N            2650        1981                South
## 4797                     Y            3707        1984                South
## 4798                     N            2938        2002                South
## 4799                     N             413        1900            Northeast
## 4800                     N            2902        2005              Midwest
## 4801                     N             563        1993                South
## 4802                     N            2190        2002            Northeast
## 4803                     Y            1290        1996                 West
## 4804                     N            2865        2000            Northeast
## 4805                     Y             993        2005                 West
## 4806                     N             992        1981              Midwest
## 4807                     N            1868        1999            Northeast
## 4808                     Y             487        1982            Northeast
## 4809                     N            3047        1807                 West
## 4810                     N            1935        1993              Midwest
## 4811                     N            3999        1992                South
## 4812                     N            1830        2008                South
## 4813                     N            4121        1863                 West
## 4814                     N           28315        2007                 West
## 4815                     N           25567        2009                South
## 4816                     N           27749        2003                South
## 4817                     N            1458        1988                 West
## 4818                     N            2173        2013                South
## 4819                     Y            2522        1975                South
## 4820                     N             162        2009                 West
## 4821                     N            4458        2001            Northeast
## 4822                     N             905        1971              Midwest
## 4823                     N            1824        1997                South
## 4824                     N            1777        2005                South
## 4825                     N             961        1988              Midwest
## 4826                     N            1640        1919            Northeast
## 4827                     N            1423        1889            Northeast
## 4828                     N            3619        1997                South
## 4829                     N              22        2006            Northeast
## 4830                     N            2362        2006                South
## 4831                     N            1891        2003              Midwest
## 4832                     N             229        2013               Island
## 4833                     Y            3665        2000                 West
## 4834                     N            2943        2000            Northeast
## 4835                     N           32899        2001                South
## 4836                     N            1762        2006                 West
## 4837                     N            4468        1995                 West
## 4838                     N            4111        2011                South
## 4839                     N             112        2006            Northeast
## 4840                     N            2624        1947               Island
## 4841                     N             429        1995              Midwest
## 4842                     Y            1937        2000              Midwest
## 4843                     N            3275        1960                South
## 4844                     N            3215        1993            Northeast
## 4845                     N            1612        1999              Midwest
## 4846                     N             561        1999                 West
## 4847                     N            4253        2005                South
## 4848                     N             505        1984              Midwest
## 4849                     N            5483        1999                 West
## 4850                     N            2415        2011                 West
## 4851                     N            5713        2004            Northeast
## 4852                     N             346        1988                 West
## 4853                     N            3424        1980                 West
## 4854                     N            4299        2010              Midwest
## 4855                     N            2835        1990              Midwest
## 4856                     N            2557        1985              Midwest
## 4857                     N              69        1998              Midwest
## 4858                     N           11724        1969                 West
## 4859                     N            4305        1935                 West
## 4860                     N           81614        2001                 West
## 4861                     N            1220        1981                South
## 4862                     N              35        2006            Northeast
## 4863                     N             187        1838                 West
## 4864                     N            3614        1998                 West
## 4865                     N            1099        1984            Northeast
## 4866                     N             752        2013            Northeast
## 4867                     N            4105        2009                South
## 4868                     N             119        2007                South
## 4869                     N              56        2008              Midwest
## 4870                     N              61        1997              Midwest
## 4871                     N            1931        1962            Northeast
## 4872                     N           12231        1996              Midwest
## 4873                     N            2604        1989                South
## 4874                     N            2355        1851                 West
## 4875                     N            2660        2005              Midwest
## 4876                     N             417        2008                South
## 4877                     N           14912        1996                South
## 4878                     Y            2096        1911                 West
## 4879                     N              46        1968                 West
## 4880                     N             811        1996            Northeast
## 4881                     N            1522        1987                 West
## 4882                     N              79        1981              Midwest
## 4883                     N            3626        1979              Midwest
## 4884                     N            2566        1994                South
## 4885                     N            5064        1974            Northeast
## 4886                     N            1687        1944                 West
## 4887                     N            1036        2011                South
## 4888                     N            3345        1969                 West
## 4889                     N            2305        2003                 West
## 4890                     N             696        2005                 West
## 4891                     N            4989        2004                 West
## 4892                     Y            1945        2010                South
## 4893                     N             140        1998              Midwest
## 4894                     Y            4118        2006                 West
## 4895                     N           12597        1962            Northeast
## 4896                     N            1972        1997            Northeast
## 4897                     N            2403        2000              Midwest
## 4898                     N            3190        2005                South
## 4899                     N            1751        1996               Island
## 4900                     N            4849        2007                 West
## 4901                     N            2714        2013                South
## 4902                     N             781        2003                 West
## 4903                     N            3676        1971              Midwest
## 4904                     N            5784        2010            Northeast
## 4905                     N           42144        2001              Midwest
## 4906                     N            1726        2006                 West
## 4907                     N            1978        1923                South
## 4908                     N            3103        1877                South
## 4909                     N            1474        2005                South
## 4910                     N          108074        1996            Northeast
## 4911                     N            2240        1817                 West
## 4912                     Y             586        2010                South
## 4913                     N            4182        1996                 West
## 4914                     N            1143        1855              Midwest
## 4915                     N            4767        1972               Island
## 4916                     N             766        2010                 West
## 4917                     N             172        1998                South
## 4918                     N          139418        2009                South
## 4919                     N            2215        1897              Midwest
## 4920                     N            3187        1987            Northeast
## 4921                     N            5601        1990            Northeast
## 4922                     N            1148        2007              Midwest
## 4923                     N            1903        1981                South
## 4924                     N             913        1954                South
## 4925                     N            2638        2010            Northeast
## 4926                     N            5241        1964            Northeast
## 4927                     N            1729        2001                South
## 4928                     N            4218        2001            Northeast
## 4929                     N            2117        2014              Midwest
## 4930                     N            2162        2007            Northeast
## 4931                     N            1409        2016                South
## 4932                     N          173070        1985            Northeast
## 4933                     Y            1467        2005                 West
## 4934                     N           14832        2001            Northeast
## 4935                     N             318        2007                South
## 4936                     N            5384        1849              Midwest
## 4937                     N            1569        1998                 West
## 4938                     N           11041        1832                South
## 4939                     N           23151        1950              Midwest
## 4940                     N            1336        2004                 West
## 4941                     N             991        1867            Northeast
## 4942                     N            3077        1999            Northeast
## 4943                     N            2902        1992            Northeast
## 4944                     N            2281        2007                South
## 4945                     N             484        2006              Midwest
## 4946                     N           37432        1982            Northeast
## 4947                     N            3289        1985                 West
## 4948                     N            2796        2007            Northeast
## 4949                     N            1570        2004            Northeast
## 4950                     Y             731        1996                South
## 4951                     N            3279        2007            Northeast
## 4952                     N            1437        2006            Northeast
## 4953                     N             885        1886            Northeast
## 4954                     N           27073        1911            Northeast
## 4955                     N            3140        1940                 West
## 4956                     N            2363        1889                 West
## 4957                     N             191        1977                 West
## 4958                     N             614        1996              Midwest
## 4959                     N            3772        2005                 West
## 4960                     N            4190        2015                South
## 4961                     N            2158        1999                 West
## 4962                     N            2879        2008                 West
## 4963                     Y            1928        1986                South
## 4964                     N           42733        1964            Northeast
## 4965                     Y             575        1986            Northeast
## 4966                     N            1305        1995                 West
## 4967                     N            2569        1995            Northeast
## 4968                     N            1647        1996            Northeast
## 4969                     N             183        2004                South
## 4970                     N            1512        2011                 West
## 4971                     N             440        1997            Northeast
## 4972                     N             693        2000                 West
## 4973                     N            1736        1857                 West
## 4974                     N             781        1868            Northeast
## 4975                     N            3217        1998                South
## 4976                     N            5232        1997                South
## 4977                     N             618        1939              Midwest
## 4978                     N             221        1998               Island
## 4979                     N            4254        1989                South
## 4980                     N            2761        2002            Northeast
## 4981                     N            1405        1996              Midwest
## 4982                     N            3450        1996            Northeast
## 4983                     N            5283        1976                South
## 4984                     N            9535        1994              Midwest
## 4985                     N              16        2008            Northeast
## 4986                     N            1890        1838            Northeast
## 4987                     N            2611        2002                 West
## 4988                     Y             832        2009                 West
## 4989                     N            1738        2006                South
## 4990                     N            5557        1968            Northeast
## 4991                     N             613        1998                 West
## 4992                     N            3680        1981              Midwest
## 4993                     N             578        1999              Midwest
## 4994                     Y            3855        1960                 West
## 4995                     Y             633        1996                South
## 4996                     N             232        1983              Midwest
## 4997                     N             734        1887               Island
## 4998                     Y             796        1999              Midwest
## 4999                     N            3674        2002                South
## 5000                     Y            1578        2000                 West
## 5001                     N             972        1995                 West
## 5002                     N            1630        2013                 West
## 5003                     N            4888        1988            Northeast
## 5004                     N             235        1976              Midwest
## 5005                     N             402        1995                South
## 5006                     N            3071        1967                 West
## 5007                     N            2032        2004            Northeast
## 5008                     Y             433        1867                South
## 5009                     N            1020        2008                South
## 5010                     N            1879        2005              Midwest
## 5011                     N             558        1978                 West
## 5012                     N             871        2005                 West
## 5013                     N            4120        1968              Midwest
## 5014                     N            2665        1997                 West
## 5015                     N             983        1991              Midwest
## 5016                     N            1961        2001              Midwest
## 5017                     Y            2464        2004            Northeast
## 5018                     Y             334        1999                South
## 5019                     N            3085        2009            Northeast
## 5020                     N            2852        2004                South
## 5021                     N            1526        2004            Northeast
## 5022                     N             275        2002              Midwest
## 5023                     N             371        1928                South
## 5024                     Y            1220        1851                 West
## 5025                     N            1348        1971                 West
## 5026                     N            3882        1998                South
## 5027                     N            4296        2008                South
## 5028                     N            2157        2012                 West
## 5029                     N            2533        1974                 West
## 5030                     N             588        1986                 West
## 5031                     N            3731        2004            Northeast
## 5032                     N             256        1954            Northeast
## 5033                     N            3469        1999                 West
## 5034                     Y            1476        2003                South
## 5035                     N            3975        1985            Northeast
## 5036                     Y            1608        1909                 West
## 5037                     N            2536        1993                 West
## 5038                     N            2960        1995              Midwest
## 5039                     N             330        2010            Northeast
## 5040                     N            4525        2000            Northeast
## 5041                     N            1917        1998            Northeast
## 5042                     Y            1452        1922                 West
## 5043                     N            1300        1982                 West
## 5044                     N              99        1977                South
## 5045                     N             851        2002              Midwest
## 5046                     N            5620        2006            Northeast
## 5047                     N             882        2012            Northeast
## 5048                     N            3983        1997            Northeast
## 5049                     N            4310        1822                South
## 5050                     N             610        2011            Northeast
## 5051                     N            3512        1941            Northeast
## 5052                     N            1632        2008              Midwest
## 5053                     N            2429        2010                 West
## 5054                     N            1448        2014                South
## 5055                     N             520        1912              Midwest
## 5056                     N            3073        1866                South
## 5057                     Y            2209        2000                 West
## 5058                     N            1577        1868              Midwest
## 5059                     N            1333        1999                 West
## 5060                     N            2286        2007            Northeast
## 5061                     Y            2166        1994                South
## 5062                     N             613        2005              Midwest
## 5063                     N            5685        1854              Midwest
## 5064                     N            2347        1994            Northeast
## 5065                     N            6509        2002                South
## 5066                     N            1982        2008            Northeast
## 5067                     N            3263        1987                 West
## 5068                     N            1910        2007            Northeast
## 5069                     N             274        2004                 West
## 5070                     N             878        2007              Midwest
## 5071                     N            2346        1984              Midwest
## 5072                     N            2931        1961                 West
## 5073                     N            1270        2006                South
## 5074                     N             491        2011                 West
## 5075                     N             226        2003                South
## 5076                     N             452        1843              Midwest
## 5077                     N            5998        1972                South
## 5078                     Y            4386        2008                 West
## 5079                     N            1260        2007                 West
## 5080                     N            2567        2004            Northeast
## 5081                     N             120        1960                South
## 5082                     N            3955        1985                 West
## 5083                     Y            1865        1865            Northeast
## 5084                     N            2707        1993              Midwest
## 5085                     Y           15082        1994                 West
## 5086                     N            5202        2009                South
## 5087                     N             499        1998            Northeast
## 5088                     N            3692        1999                 West
## 5089                     N            3169        1995              Midwest
## 5090                     N            2171        2003            Northeast
## 5091                     N            2722        1995            Northeast
## 5092                     N            1319        2004                South
## 5093                     N            3702        1997                South
## 5094                     N            7991        1933            Northeast
## 5095                     Y            2219        1885                South
## 5096                     N            1983        1985                 West
## 5097                     N            1785        1997                 West
## 5098                     N            2495        1950            Northeast
## 5099                     N            3062        2004                South
## 5100                     N            3731        2002              Midwest
## 5101                     Y            1899        1986                 West
## 5102                     N            1755        1968                South
## 5103                     N             936        1847            Northeast
## 5104                     N            1152        1987                 West
## 5105                     N             929        2005                South
## 5106                     N            2036        1965            Northeast
## 5107                     N            2951        1960                South
## 5108                     N            4389        2000            Northeast
## 5109                     N            4774        1998            Northeast
## 5110                     N             541        2006                South
## 5111                     N             960        2000                 West
## 5112                     N            3993        1981                South
## 5113                     N            1000        2008                South
## 5114                     N            1174        1996                 West
## 5115                     N          206389        1971                South
## 5116                     N            4853        1993            Northeast
## 5117                     N            2030        2007              Midwest
## 5118                     N            2765        1962            Northeast
## 5119                     N            2221        2000              Midwest
## 5120                     N             546        1994                South
## 5121                     N            2162        1982                South
## 5122                     N            5344        2006                 West
## 5123                     N             156        2013                 West
## 5124                     N            2869        1991                 West
## 5125                     Y             607        2010                South
## 5126                     N            4116        2003                South
## 5127                     N            5505        2009                South
## 5128                     N            2561        1977                South
## 5129                     N            1858        1868              Midwest
## 5130                     N            2499        2008              Midwest
## 5131                     N            2576        1977            Northeast
## 5132                     Y           29369        1940            Northeast
## 5133                     N            3383        2005            Northeast
## 5134                     N            1090        1998                South
## 5135                     N            5715        1872            Northeast
## 5136                     N            5419        2006                 West
## 5137                     N            2527        2003            Northeast
## 5138                     N            1274        2006            Northeast
## 5139                     N            7739        2004                South
## 5140                     N             782        2002                South
## 5141                     N            3835        2015                 West
## 5142                     N             259        1981              Midwest
## 5143                     N            1374        2002                South
## 5144                     N            4813        1984                 West
## 5145                     Y            1577        2003                 West
## 5146                     N            2328        1920                 West
## 5147                     N            5102        1981                South
## 5148                     N            3333        2006                South
## 5149                     Y             149        1906            Northeast
## 5150                     N            1122        2007              Midwest
## 5151                     N            1060        1917                 West
## 5152                     N            1082        2010                 West
## 5153                     N            1034        2000            Northeast
## 5154                     N            5758        2007                South
## 5155                     N            5584        1817            Northeast
## 5156                     N             284        2001                 West
## 5157                     Y             889        1980                South
## 5158                     N            3974        1838            Northeast
## 5159                     N           16704        1997            Northeast
## 5160                     Y             847        1915            Northeast
## 5161                     N             151        1997                South
## 5162                     Y             625        1985                South
## 5163                     N             500        2016            Northeast
## 5164                     N             756        2004                 West
## 5165                     N           23703        1993                 West
## 5166                     N           55730        2007                South
## 5167                     N            3188        1838            Northeast
## 5168                     N             843        1975            Northeast
## 5169                     N            2678        1998            Northeast
## 5170                     N            1630        1984            Northeast
## 5171                     N            4538        2008              Midwest
## 5172                     N             565        1893                 West
## 5173                     N            3778        2010            Northeast
## 5174                     N            3328        2004                 West
## 5175                     Y             359        2014            Northeast
## 5176                     N            1434        1977            Northeast
## 5177                     N             486        1987            Northeast
## 5178                     N            3520        1993            Northeast
## 5179                     N             645        1987                 West
## 5180                     N            3725        1878                 West
## 5181                     N            1599        1996                South
## 5182                     N            5566        2000                South
## 5183                     N            4713        1887            Northeast
## 5184                     N            3798        1987            Northeast
## 5185                     N             125        2004                South
## 5186                     N            2116        1848              Midwest
## 5187                     N            3412        1976                South
## 5188                     N            2397        2008            Northeast
## 5189                     Y           26692        1979                 West
## 5190                     N            1036        1976                 West
## 5191                     N            2068        1899              Midwest
## 5192                     Y            1519        2012            Northeast
## 5193                     N            1774        1976              Midwest
## 5194                     N             103        1995            Northeast
## 5195                     N            2981        2000            Northeast
## 5196                     N            1220        2005              Midwest
## 5197                     N            3357        1992            Northeast
## 5198                     N            1092        2014                 West
## 5199                     N            4322        2010                South
## 5200                     N            1747        1998              Midwest
## 5201                     N            2566        1993                South
## 5202                     N            1235        2012                 West
## 5203                     N            2561        1968            Northeast
## 5204                     N            1042        1979                 West
## 5205                     N            3363        1997            Northeast
## 5206                     N            3536        2006                South
## 5207                     N            1426        2000               Island
## 5208                     N             186        1983                South
## 5209                     N            5011        2010                 West
## 5210                     N           24399        2009            Northeast
## 5211                     N            2096        2005              Midwest
## 5212                     N            3291        2008                South
## 5213                     N            2808        1858                South
## 5214                     N             291        1997                 West
## 5215                     N            2220        1968                 West
## 5216                     N              46        2011                South
## 5217                     Y            4871        2000            Northeast
## 5218                     N            1443        1991            Northeast
## 5219                     N            1441        2007              Midwest
## 5220                     N            1751        1963              Midwest
## 5221                     N            2651        1999              Midwest
## 5222                     Y            5192        1983                 West
## 5223                     N           29938        1974                 West
## 5224                     N             383        2003                 West
## 5225                     N           25108        1976            Northeast
## 5226                     N             959        2010              Midwest
## 5227                     Y             173        2006              Midwest
## 5228                     N            2978        1984            Northeast
## 5229                     N            1370        1981                 West
## 5230                     Y            4473        1983            Northeast
## 5231                     Y            1031        1998            Northeast
## 5232                     Y            1157        1954                South
## 5233                     N            4899        2013                South
## 5234                     N            4606        2010                 West
## 5235                     N            2178        2013                South
## 5236                     N            4928        2006            Northeast
## 5237                     N            1457        1969                 West
## 5238                     Y           50270        2011                South
## 5239                     Y            2065        1977                South
## 5240                     N           61191        2015                 West
## 5241                     N            2216        1901            Northeast
## 5242                     N            1904        1998                South
## 5243                     Y            7359        2010                South
## 5244                     N            3346        2007            Northeast
## 5245                     N            2076        2000            Northeast
## 5246                     N            1331        1963            Northeast
## 5247                     N            1358        1981              Midwest
## 5248                     N            3564        1996              Midwest
## 5249                     N            3940        2001            Northeast
## 5250                     N            3129        1979              Midwest
## 5251                     N            2917        2001              Midwest
## 5252                     N            1074        2010            Northeast
## 5253                     N            1563        2008            Northeast
## 5254                     N             922        1992                South
## 5255                     N             257        2015            Northeast
## 5256                     N            2270        2004                 West
## 5257                     N            1782        2004            Northeast
## 5258                     N            1209        2005            Northeast
## 5259                     Y           23833        1977                South
## 5260                     Y            2759        2000                 West
## 5261                     N            1237        2010            Northeast
## 5262                     N            1144        2008            Northeast
## 5263                     N            3266        2006              Midwest
## 5264                     N            3688        1996                South
## 5265                     N            1987        2000                 West
## 5266                     N            1028        1817            Northeast
## 5267                     N             596        2003                 West
## 5268                     N            4672        2006                South
## 5269                     N            2649        1997                 West
## 5270                     N             688        1960                South
## 5271                     N             964        2000                South
## 5272                     N             173        2001            Northeast
## 5273                     Y             245        2006                South
## 5274                     N             635        2001            Northeast
## 5275                     N             261        2007                South
## 5276                     N            4138        1997              Midwest
## 5277                     N            5223        1972                 West
## 5278                     N              95        1998                 West
## 5279                     Y            4292        1973                 West
## 5280                     N            3100        2009            Northeast
## 5281                     N            4021        2008                 West
## 5282                     N            3816        2008                South
## 5283                     N            3283        1999                 West
## 5284                     N            4161        2005                 West
## 5285                     N            3958        1982            Northeast
## 5286                     N            3425        1977                 West
## 5287                     N            2957        1981                 West
## 5288                     N             209        1849              Midwest
## 5289                     Y            1765        1892                South
## 5290                     N            2806        2004                South
## 5291                     N            1540        1914              Midwest
## 5292                     N            3346        1998                 West
## 5293                     N            5774        1968            Northeast
## 5294                     N           14858        2011            Northeast
## 5295                     N            2461        1996                South
## 5296                     N              48        2000                 West
## 5297                     N             925        2013              Midwest
## 5298                     N            1561        1981               Island
## 5299                     N            3278        1997                 West
## 5300                     N             325        2000            Northeast
## 5301                     N            4712        2004                 West
## 5302                     N          100790        1818                South
## 5303                     N             500        1855                 West
## 5304                     N            4318        1940                South
## 5305                     N            3044        1817                South
## 5306                     N             551        1819            Northeast
## 5307                     N            4432        1946            Northeast
## 5308                     Y           11391        2000                 West
## 5309                     N            4475        1985            Northeast
## 5310                     N            2794        1975            Northeast
## 5311                     N            4243        1852            Northeast
## 5312                     Y            1255        2008            Northeast
## 5313                     N             290        2013                 West
## 5314                     N            2598        1885            Northeast
## 5315                     N            2265        2011                 West
## 5316                     N            2621        1999                 West
## 5317                     N             258        1998                South
## 5318                     N            3347        1983            Northeast
## 5319                     Y            1293        2013                South
## 5320                     N           78853        1838                 West
## 5321                     N            2998        1987              Midwest
## 5322                     N            1538        2002              Midwest
## 5323                     N             515        2005              Midwest
## 5324                     N            1926        2006                South
## 5325                     Y             715        2001                South
## 5326                     N             794        2006              Midwest
## 5327                     N            3813        1998                 West
## 5328                     N             202        2004            Northeast
## 5329                     Y            3053        2005                South
## 5330                     N           95849        1919                 West
## 5331                     Y            1070        2006                 West
## 5332                     N             195        1882                 West
## 5333                     N            3837        1997                 West
## 5334                     N             494        2010                 West
## 5335                     N             869        2010            Northeast
## 5336                     N             192        1903            Northeast
## 5337                     N           22840        1993                South
## 5338                     N            2507        1996            Northeast
## 5339                     N            1450        1888                 West
## 5340                     N            3116        1987                 West
## 5341                     N            5584        1925              Midwest
## 5342                     N             995        1969                 West
## 5343                     N            3565        1998                 West
## 5344                     N             135        2012                 West
## 5345                     N            3665        1985            Northeast
## 5346                     Y             136        1951            Northeast
## 5347                     N              44        1993            Northeast
## 5348                     N            4507        2011            Northeast
## 5349                     Y            3351        1997                South
## 5350                     N            2816        1928            Northeast
## 5351                     N            1026        2003                 West
## 5352                     N            4759        2006              Midwest
## 5353                     N            4063        2007                 West
## 5354                     N            1195        2005            Northeast
## 5355                     N              32        1855              Midwest
## 5356                     N            2620        2005              Midwest
## 5357                     N            3119        2013            Northeast
## 5358                     N            5598        1996                 West
## 5359                     N            5073        1997            Northeast
## 5360                     N             567        2001                South
## 5361                     N            2616        1985            Northeast
## 5362                     N             953        2000                 West
## 5363                     N            2690        2001                South
## 5364                     N            4274        2011                 West
## 5365                     N            2182        2014                South
## 5366                     Y           85264        1978            Northeast
## 5367                     N            5054        1970            Northeast
## 5368                     N            1293        1999                South
## 5369                     N            3449        1989                South
## 5370                     N             363        1998                 West
## 5371                     N            3017        2010            Northeast
## 5372                     N            1905        1892                 West
## 5373                     N            4642        2005                South
## 5374                     N            3857        1954                 West
## 5375                     N            2108        1984            Northeast
## 5376                     N            1031        2009               Island
## 5377                     N            1782        1852                 West
## 5378                     N             141        1994                South
## 5379                     N           13047        1990            Northeast
## 5380                     N           15159        1977                South
## 5381                     N            2202        2001              Midwest
## 5382                     N            1752        1920            Northeast
## 5383                     N            2354        1999                South
## 5384                     N            3469        1998            Northeast
## 5385                     N            4405        1993            Northeast
## 5386                     N            1283        2011            Northeast
## 5387                     N            3196        1893            Northeast
## 5388                     Y             591        2002                 West
## 5389                     N            2122        1947              Midwest
## 5390                     N            1722        2000            Northeast
## 5391                     N            1915        2013                 West
## 5392                     N            1991        1976            Northeast
## 5393                     N            5114        2000                 West
## 5394                     N            4044        2005            Northeast
## 5395                     N             918        2007              Midwest
## 5396                     N            3964        2000                South
## 5397                     Y            3013        1877            Northeast
## 5398                     N            3545        1861                South
## 5399                     Y             103        1855                 West
## 5400                     N            2254        2007              Midwest
## 5401                     N              56        1997                 West
## 5402                     Y            2027        1974                 West
## 5403                     N            4463        2001              Midwest
## 5404                     N            4731        1987                South
## 5405                     Y            1774        1850                South
## 5406                     N            1231        2000                South
## 5407                     N            1571        1851                South
## 5408                     N            3365        1961                South
## 5409                     N            1341        1980                South
## 5410                     N             940        1982              Midwest
## 5411                     N            2716        2005                 West
## 5412                     N          129601        1960              Midwest
## 5413                     N            3365        2004            Northeast
## 5414                     N            1297        2001              Midwest
## 5415                     N             321        1985            Northeast
## 5416                     N            2704        2014               Island
## 5417                     N            3200        1998            Northeast
## 5418                     N            4256        2004                 West
## 5419                     Y            2418        1818            Northeast
## 5420                     N            2664        1989                South
## 5421                     N            2096        1965                South
## 5422                     N            4269        1910            Northeast
## 5423                     N             555        1920              Midwest
## 5424                     N            2215        2000                 West
## 5425                     N             831        1967            Northeast
## 5426                     N            4353        1998                South
## 5427                     N            1817        2005                 West
## 5428                     N             880        1940              Midwest
## 5429                     N             377        2004              Midwest
## 5430                     N            1048        1999                South
## 5431                     N            5710        1850            Northeast
## 5432                     N            4512        1975                 West
## 5433                     N            2460        2009            Northeast
## 5434                     N            3331        2014            Northeast
## 5435                     N            1989        1902            Northeast
## 5436                     N            2875        1978                South
## 5437                     N            3832        2001                South
## 5438                     N            2373        2005              Midwest
## 5439                     N           11843        2013                South
## 5440                     N            1336        2005              Midwest
## 5441                     N             150        2004            Northeast
## 5442                     N            5144        2005              Midwest
## 5443                     N            6499        1993            Northeast
## 5444                     N             869        1986            Northeast
## 5445                     N            4493        1801            Northeast
## 5446                     N            4947        2005              Midwest
## 5447                     N            2500        1971            Northeast
## 5448                     N             595        1994            Northeast
## 5449                     N             396        2004                 West
## 5450                     Y            1261        1998                South
## 5451                     N            1913        2008                South
## 5452                     N            2004        1970            Northeast
## 5453                     N            4030        1928            Northeast
## 5454                     N            4310        1990                 West
## 5455                     N             212        1977                 West
## 5456                     Y            2038        2007            Northeast
## 5457                     N            4412        2004                South
## 5458                     Y             526        2007            Northeast
## 5459                     N            3355        1999            Northeast
## 5460                     N            1159        1995                South
## 5461                     N            2163        2014                 West
## 5462                     N             280        1996                 West
## 5463                     Y            3415        1991                South
## 5464                     N            2085        1984            Northeast
## 5465                     N            2798        2001                South
## 5466                     N            2192        1960                South
## 5467                     N             198        1979                 West
## 5468                     N             525        2008                 West
## 5469                     N             191        2000            Northeast
## 5470                     Y            2198        1997                South
## 5471                     N            3426        1998                South
## 5472                     N            4025        1986                South
## 5473                     N            4233        1994                South
## 5474                     N            2215        2004                South
## 5475                     Y            2712        1985                 West
## 5476                     N            1353        2011            Northeast
## 5477                     N            1987        2009            Northeast
## 5478                     Y           34346        2000                South
## 5479                     N             633        2003              Midwest
## 5480                     N             283        2002              Midwest
## 5481                     N            1751        1946            Northeast
## 5482                     N            2864        1964            Northeast
## 5483                     N            5088        1993                 West
## 5484                     N            4556        2008            Northeast
## 5485                     N            3405        2011                South
## 5486                     N            1450        1838                South
## 5487                     N            1512        1867            Northeast
## 5488                     N             350        1999                 West
## 5489                     N             245        1969                South
## 5490                     N            1325        2008                South
## 5491                     N           43102        1939                South
## 5492                     N            9402        1972            Northeast
## 5493                     N            4206        2006                South
## 5494                     N            3208        2004                South
## 5495                     Y            1434        1810              Midwest
## 5496                     N            2338        2008                South
## 5497                     N            1715        1998                 West
## 5498                     N            2169        1993            Northeast
## 5499                     N            2022        1889            Northeast
## 5500                     N             977        2002              Midwest
## 5501                     N           36957        1977            Northeast
## 5502                     N            1058        2007              Midwest
## 5503                     N            1147        1981                South
## 5504                     Y            2765        2011                 West
## 5505                     N            5991        2003              Midwest
## 5506                     N            2644        1998              Midwest
## 5507                     N            3124        2002            Northeast
## 5508                     Y           11995        2000                 West
## 5509                     N            1509        1948                 West
## 5510                     N            2932        2004            Northeast
## 5511                     Y            1073        2005                South
## 5512                     N             597        1993                South
## 5513                     N             818        1997                South
## 5514                     N            1871        2007            Northeast
## 5515                     Y             868        1995                South
## 5516                     N            3034        2012                 West
## 5517                     N            1268        1999                 West
## 5518                     N            1008        2012                 West
## 5519                     N           20146        2003              Midwest
## 5520                     N            2006        1998                South
## 5521                     N            7285        1992                South
## 5522                     Y            4025        2007                 West
## 5523                     Y             431        1915                South
## 5524                     N            3612        1994                 West
## 5525                     N            4374        1969                South
## 5526                     N            4432        1956                South
## 5527                     N            4268        1994                 West
## 5528                     N             343        1984                 West
## 5529                     N            4345        1992            Northeast
## 5530                     N            2638        1932            Northeast
## 5531                     N            2084        2005                 West
## 5532                     N            1393        2007              Midwest
## 5533                     N            3599        1994            Northeast
## 5534                     N             146        1998                South
## 5535                     N            2428        2003                South
## 5536                     N            1674        2009              Midwest
## 5537                     N             900        2000            Northeast
## 5538                     N            2279        1994              Midwest
## 5539                     N            5734        1986                South
## 5540                     N            5331        2005              Midwest
## 5541                     N            3179        2012            Northeast
## 5542                     N            2162        2007                 West
## 5543                     N             834        1974            Northeast
## 5544                     N              63        1979              Midwest
## 5545                     N           10413        2004                South
## 5546                     N            2512        1968              Midwest
## 5547                     N           15087        2008            Northeast
## 5548                     N            5644        2003                 West
## 5549                     N            3176        2012            Northeast
## 5550                     Y            1704        2005                 West
## 5551                     N             546        1993                South
## 5552                     N            4116        2004                 West
## 5553                     N             901        2007            Northeast
## 5554                     N            1427        1996                South
## 5555                     N            1832        1999                 West
## 5556                     N            1939        1981                South
## 5557                     N            2941        1918                South
## 5558                     N            5010        1996               Island
## 5559                     N            2062        2007            Northeast
## 5560                     N            4147        1887            Northeast
## 5561                     N            4651        2012                South
## 5562                     N            6015        1977                 West
## 5563                     N            3214        1986            Northeast
## 5564                     N            1596        2003                 West
## 5565                     N            6016        1944                 West
## 5566                     Y            1318        2001                South
## 5567                     N             200        1989                South
## 5568                     N            3767        2007                 West
## 5569                     Y            4383        2013                 West
## 5570                     N            2430        2005                South
## 5571                     N            2029        1934            Northeast
## 5572                     Y             838        1953            Northeast
## 5573                     N            1721        1998            Northeast
## 5574                     N            3297        1990              Midwest
## 5575                     N            3766        1968                South
## 5576                     N            1368        1963            Northeast
## 5577                     N             114        1998                South
## 5578                     N             187        1885            Northeast
## 5579                     N          120442        2001            Northeast
## 5580                     N            5523        2004                 West
## 5581                     N             645        2001                South
## 5582                     N            2399        1892            Northeast
## 5583                     N            7880        2012                South
## 5584                     N            1765        1871                 West
## 5585                     Y            1424        2007                 West
## 5586                     N            4090        2002                 West
## 5587                     Y             433        2014              Midwest
## 5588                     N            1437        2006                South
## 5589                     N             464        1869            Northeast
## 5590                     N            3115        2006                South
## 5591                     N            2378        2000                South
## 5592                     N            1111        1998                 West
## 5593                     N            4274        1969              Midwest
## 5594                     N            2585        1986                South
## 5595                     N             900        1986                South
## 5596                     N            1515        1999                South
## 5597                     N            1333        2003            Northeast
## 5598                     N             160        1976                 West
## 5599                     N            2169        2006                South
## 5600                     N            4752        1992            Northeast
## 5601                     N            2711        1999                South
## 5602                     N             448        1989              Midwest
## 5603                     Y            3062        2014                South
## 5604                     N             675        1985                 West
## 5605                     N             339        2004                South
## 5606                     N            2258        1998            Northeast
## 5607                     N            1953        1975            Northeast
## 5608                     N            4296        2008                South
## 5609                     N            4216        1978            Northeast
## 5610                     N            4244        2002                 West
## 5611                     N          127234        2003            Northeast
## 5612                     N            1553        1981                 West
## 5613                     N            1386        2002                South
## 5614                     N            2640        1994              Midwest
## 5615                     N            4341        1968            Northeast
## 5616                     N            1026        2006                South
## 5617                     N            2994        1993                 West
## 5618                     N            2423        1991                South
## 5619                     N            1868        2005              Midwest
## 5620                     N            1326        2005                 West
## 5621                     N            1904        1994                South
## 5622                     N            1022        1998                 West
## 5623                     N            2007        1989              Midwest
## 5624                     N            1015        2009            Northeast
## 5625                     N             494        1996                 West
## 5626                     N             727        2000                 West
## 5627                     N             453        2007            Northeast
## 5628                     N            5056        1963                 West
## 5629                     Y            2803        2007                South
## 5630                     N            5678        1998                 West
## 5631                     N            2707        2006                South
## 5632                     N            5065        1876                 West
## 5633                     N            5965        2008            Northeast
## 5634                     N            1018        2005                 West
## 5635                     N            3689        2004                 West
## 5636                     N            1709        2004            Northeast
## 5637                     N             267        1997            Northeast
## 5638                     N            1440        1916              Midwest
## 5639                     N             753        1989              Midwest
## 5640                     N            2601        1933                 West
## 5641                     N            2615        2011                South
## 5642                     N           22546        1996              Midwest
## 5643                     N            2715        1986            Northeast
## 5644                     N            1374        1981            Northeast
## 5645                     N            1247        1998            Northeast
## 5646                     N            2774        2011                 West
## 5647                     N             203        1986                 West
## 5648                     N             854        2013            Northeast
## 5649                     N            1884        1994                 West
## 5650                     N            4937        2004                 West
## 5651                     N             430        1997                 West
## 5652                     Y            3810        1995                South
## 5653                     N            1859        2007                South
## 5654                     N             728        2003            Northeast
## 5655                     Y            1356        2005                South
## 5656                     N            5508        1867                 West
## 5657                     N            2932        2005                 West
## 5658                     Y             992        2000                 West
## 5659                     N            2071        2012            Northeast
## 5660                     N            4150        1855              Midwest
## 5661                     N            2537        2010                 West
## 5662                     N          106342        2002                South
## 5663                     N            1351        1995                South
## 5664                     N            3612        2001              Midwest
## 5665                     N             860        1998                 West
## 5666                     N            3182        1940            Northeast
## 5667                     N            4742        1911                 West
## 5668                     N            2004        2007              Midwest
## 5669                     N            2779        2007                 West
## 5670                     N            1475        2009              Midwest
## 5671                     N             729        1969              Midwest
## 5672                     N            6213        2013                 West
## 5673                     N            1356        2007                 West
## 5674                     N            4979        1998                South
## 5675                     N            1885        2005                 West
## 5676                     Y            4135        1997                 West
## 5677                     N             688        2007                South
## 5678                     N            1847        2007                South
## 5679                     N            4705        1874              Midwest
## 5680                     N            5443        1999            Northeast
## 5681                     N            2094        2010            Northeast
## 5682                     N             783        1996              Midwest
## 5683                     Y             958        1912                 West
## 5684                     Y            4359        1975                South
## 5685                     N            3135        1960                South
## 5686                     N            1474        2004                 West
## 5687                     N            1311        2002                 West
## 5688                     N            2458        1967            Northeast
## 5689                     N            1020        2002                 West
## 5690                     N            2080        1947                 West
## 5691                     N             320        2007                South
## 5692                     N            1587        1999              Midwest
## 5693                     N            3035        1997                 West
## 5694                     Y             554        1963                South
## 5695                     N             771        2006            Northeast
## 5696                     N            5160        1996                South
## 5697                     N            4101        2010            Northeast
## 5698                     N             147        1981            Northeast
## 5699                     N            2317        2011                 West
## 5700                     N            4016        2003              Midwest
## 5701                     N              15        2003            Northeast
## 5702                     N            2703        2006              Midwest
## 5703                     Y             466        1981              Midwest
## 5704                     N            1382        2006            Northeast
## 5705                     N            3191        2011            Northeast
## 5706                     N            2537        1966                 West
## 5707                     N            1336        1902              Midwest
## 5708                     N            5291        1996            Northeast
## 5709                     N            2439        1998            Northeast
## 5710                     N            3155        2009                 West
## 5711                     N            8804        1920                South
## 5712                     N             504        1908                South
## 5713                     N             952        1984                 West
## 5714                     Y            2752        1994                 West
## 5715                     N            4490        1997               Island
## 5716                     N             661        1883                 West
## 5717                     Y            2689        2010                 West
## 5718                     Y            3343        1911                 West
## 5719                     N            1918        2005              Midwest
## 5720                     N             421        1998            Northeast
## 5721                     Y             310        1985            Northeast
## 5722                     N           15125        1981                 West
## 5723                     N            2968        1921                 West
## 5724                     N            2300        2012                 West
## 5725                     N            2251        2008              Midwest
## 5726                     N            1615        2004            Northeast
## 5727                     N            2029        2009            Northeast
## 5728                     N            5624        1996            Northeast
## 5729                     N              97        2012                South
## 5730                     N            2114        1984              Midwest
## 5731                     N             399        2006              Midwest
## 5732                     N            2416        2002                South
## 5733                     N            1903        2004            Northeast
## 5734                     N             481        2002            Northeast
## 5735                     N            3486        2003                 West
## 5736                     N            3687        2008              Midwest
## 5737                     N             802        1997            Northeast
## 5738                     N             197        1954                South
## 5739                     N             665        1988              Midwest
## 5740                     N            3219        1968            Northeast
## 5741                     N             564        1963              Midwest
## 5742                     N            2064        1998              Midwest
## 5743                     N            3771        1920              Midwest
## 5744                     Y            8355        1999                 West
## 5745                     Y            2904        1984            Northeast
## 5746                     N            3783        2014                South
## 5747                     N            1962        2007                 West
## 5748                     Y            2688        1989            Northeast
## 5749                     N            1285        1995                 West
## 5750                     Y            1975        1991                 West
## 5751                     N            3067        2002                South
## 5752                     N            3488        1994                 West
## 5753                     Y            1768        1932                 West
## 5754                     N            1909        2000                 West
## 5755                     N            2066        1999                South
## 5756                     N            2900        1838            Northeast
## 5757                     N            1708        2013                South
## 5758                     N            2682        1996              Midwest
## 5759                     N            3310        2001              Midwest
## 5760                     N            1245        1998                South
## 5761                     N            4776        1864            Northeast
## 5762                     N            1898        1957                 West
## 5763                     N            3814        1916            Northeast
## 5764                     N            3982        1990                South
## 5765                     N            1400        1996                South
## 5766                     N            4029        1859              Midwest
## 5767                     Y            2202        2010                South
## 5768                     N            2601        2004            Northeast
## 5769                     N            1055        1947              Midwest
## 5770                     N            5137        1963                 West
## 5771                     N            2624        2013            Northeast
## 5772                     Y            2911        2005            Northeast
## 5773                     N            4213        1996                South
## 5774                     N            3574        2000            Northeast
## 5775                     N             459        1926                South
## 5776                     N            2781        2003            Northeast
## 5777                     N            4768        2006            Northeast
## 5778                     N             843        2003                 West
## 5779                     N             500        1996            Northeast
## 5780                     Y            1189        2013                 West
## 5781                     N            2703        1994            Northeast
## 5782                     N            2582        2007                South
## 5783                     Y             443        2011                 West
## 5784                     N            1612        1989            Northeast
## 5785                     N            2990        1925            Northeast
## 5786                     Y            2614        2007                South
## 5787                     N            2376        1831                South
## 5788                     N            3456        2008                South
## 5789                     N             188        2009                South
## 5790                     N            1070        1999              Midwest
## 5791                     N           14756        2002                 West
## 5792                     N             288        2007              Midwest
## 5793                     N            1487        1969                South
## 5794                     N            2206        2001                South
## 5795                     N            4729        1983            Northeast
## 5796                     N            4918        2003                 West
## 5797                     N            2109        1974                South
## 5798                     N            2328        2006                 West
## 5799                     N            4785        2007                South
## 5800                     N             453        1841            Northeast
## 5801                     N            1824        1978            Northeast
## 5802                     N            4333        1972                 West
## 5803                     N             742        2013                South
## 5804                     N            2260        2008            Northeast
## 5805                     N            5592        1887                 West
## 5806                     N            3302        2013              Midwest
## 5807                     N             142        1980                 West
## 5808                     N            2300        2005                 West
## 5809                     N            1876        2002            Northeast
## 5810                     N             978        1990              Midwest
## 5811                     N            5956        1984                South
## 5812                     N             160        2006              Midwest
## 5813                     N            1157        1945                 West
## 5814                     N            3223        1979                 West
## 5815                     N            2814        1947                 West
## 5816                     N            1067        2013                 West
## 5817                     N             240        1980              Midwest
## 5818                     N             518        2005                 West
## 5819                     N            2800        2006              Midwest
## 5820                     N             655        2007                South
## 5821                     N            2501        1960              Midwest
## 5822                     N            2005        1947                 West
## 5823                     N            2957        1998                 West
## 5824                     N            2851        1987                South
## 5825                     N             506        1998              Midwest
## 5826                     N            1213        2001              Midwest
## 5827                     N            2921        1990                 West
## 5828                     N            1452        1936                South
## 5829                     N             877        2012            Northeast
## 5830                     N             211        1868                South
## 5831                     N          116429        1951                South
## 5832                     Y            1050        1966                South
## 5833                     N             766        1997            Northeast
## 5834                     N            2804        1839                 West
## 5835                     N            1245        1971                South
## 5836                     N            4139        1875                South
## 5837                     N            2590        1961              Midwest
## 5838                     N              27        1887                South
## 5839                     N          115953        2006            Northeast
## 5840                     N             162        1998                 West
## 5841                     N            1570        1964                South
## 5842                     N            1247        2001                 West
## 5843                     N             439        1997            Northeast
## 5844                     N            1163        2011              Midwest
## 5845                     N            2562        1998            Northeast
## 5846                     N            2721        1951            Northeast
## 5847                     N            2108        2007            Northeast
## 5848                     N            1387        2003                South
## 5849                     N            1191        1948                 West
## 5850                     Y             804        2013                 West
## 5851                     N             634        2010                 West
## 5852                     N            1018        1911            Northeast
## 5853                     N            3703        1951                South
## 5854                     N            1109        2003                South
## 5855                     N           17589        1984                 West
## 5856                     N             570        1920            Northeast
## 5857                     N            3631        1965                South
## 5858                     N            1160        2005            Northeast
## 5859                     N            1368        1988                 West
## 5860                     N            1277        1997                South
## 5861                     N            2557        1999                South
## 5862                     Y             691        2000                South
## 5863                     N            5186        1985              Midwest
## 5864                     N             600        2010              Midwest
## 5865                     N            2428        1997            Northeast
## 5866                     N             900        2005              Midwest
## 5867                     N            4691        1950                South
## 5868                     N           22126        2011            Northeast
## 5869                     N            4784        2009              Midwest
## 5870                     N            1729        2003                South
## 5871                     N            4110        1994                South
## 5872                     N             483        1999              Midwest
## 5873                     Y            1365        2007                 West
## 5874                     N            1923        2010            Northeast
## 5875                     N            2850        1993               Island
## 5876                     N             996        1998              Midwest
## 5877                     N            2983        2009              Midwest
## 5878                     N            2124        2008            Northeast
## 5879                     N            1143        1988            Northeast
## 5880                     N            3154        1986              Midwest
## 5881                     N            3432        1965            Northeast
## 5882                     N             726        2002                South
## 5883                     N            1908        1985            Northeast
## 5884                     N            3073        2000                 West
## 5885                     N            4790        1984            Northeast
## 5886                     N             422        1833              Midwest
## 5887                     Y            2421        2009                South
## 5888                     Y            4679        2010                 West
## 5889                     N            1241        1988            Northeast
## 5890                     N            1097        1997            Northeast
## 5891                     N            1718        1990                South
## 5892                     N           32250        1990                South
## 5893                     N            3180        1885                South
## 5894                     N            2851        1903                 West
## 5895                     N           24801        1889                South
## 5896                     N            3740        1856            Northeast
## 5897                     N            3832        1996            Northeast
## 5898                     N             477        2009                 West
## 5899                     N            5334        1998                 West
## 5900                     N             566        1994                South
## 5901                     N            4554        1999            Northeast
## 5902                     N            2964        1855            Northeast
## 5903                     N             343        1852                 West
## 5904                     N             739        1995            Northeast
## 5905                     N             853        1958            Northeast
## 5906                     N             605        1985              Midwest
## 5907                     N            2356        1978                 West
## 5908                     N            5449        2007                 West
## 5909                     N            2828        2003            Northeast
## 5910                     Y           15818        2005                 West
## 5911                     N            1533        1996                South
## 5912                     N            1096        1869                South
## 5913                     N            3903        1898              Midwest
## 5914                     N            3891        1997            Northeast
## 5915                     N            1275        1999            Northeast
## 5916                     N            6422        2001                South
## 5917                     N            1652        2007            Northeast
## 5918                     N             674        1989              Midwest
## 5919                     N            1793        2004            Northeast
## 5920                     N            4445        1933                South
## 5921                     Y              31        1980                South
## 5922                     N            3412        2007            Northeast
## 5923                     N            2040        1990                 West
## 5924                     Y            2147        2010                 West
## 5925                     N            2291        1978                South
## 5926                     N            1122        2004                 West
## 5927                     N            3391        1985                 West
## 5928                     N            2199        2006            Northeast
## 5929                     N             954        1993                South
## 5930                     Y            3361        2005                South
## 5931                     N             797        1905              Midwest
## 5932                     N            3646        2007                 West
## 5933                     N            3069        1988            Northeast
## 5934                     N            3488        1994                 West
## 5935                     N             159        1938            Northeast
## 5936                     N            1611        2011                 West
## 5937                     N            2433        2008                South
## 5938                     N             593        1916                 West
## 5939                     N            1379        2007            Northeast
## 5940                     N            1078        1968              Midwest
## 5941                     Y            3328        1978            Northeast
## 5942                     N             785        1989            Northeast
## 5943                     N            4365        1996            Northeast
## 5944                     N            4576        2001            Northeast
## 5945                     N            3486        1838            Northeast
## 5946                     N           74815        1926               Island
## 5947                     N           86063        1898            Northeast
## 5948                     N            4509        1912                 West
## 5949                     N            3176        1994                 West
## 5950                     N             436        1966                 West
## 5951                     N             851        1979            Northeast
## 5952                     Y            1226        1987                South
## 5953                     N            2814        2010                South
## 5954                     N             654        2007                South
## 5955                     N            5394        1971            Northeast
## 5956                     N             358        1967              Midwest
## 5957                     N            1454        1834                South
## 5958                     N            2107        1924            Northeast
## 5959                     N            1772        2004            Northeast
## 5960                     N            2539        1919                 West
## 5961                     Y            3164        2004                 West
## 5962                     N            1545        1998                 West
## 5963                     N            1595        1961              Midwest
## 5964                     N            1826        2011            Northeast
## 5965                     N             119        2003                 West
## 5966                     N             295        2012                South
## 5967                     N           64186        1981                 West
## 5968                     N            1808        2001                South
## 5969                     N             516        2006            Northeast
## 5970                     Y            1356        1981                South
## 5971                     N            4755        1933              Midwest
## 5972                     N            4848        2010                 West
## 5973                     N            1654        1977            Northeast
## 5974                     N            5262        2003                 West
## 5975                     N            2060        2006                 West
## 5976                     N            2584        2010              Midwest
## 5977                     N            5426        1954            Northeast
## 5978                     Y            4949        1949                 West
## 5979                     N            1749        2011                 West
## 5980                     N            2442        1866            Northeast
## 5981                     N            3231        1968               Island
## 5982                     N           23381        1920            Northeast
## 5983                     N             555        1981            Northeast
## 5984                     N            1023        2012              Midwest
## 5985                     N             333        2001                South
## 5986                     N            1110        1986                 West
## 5987                     N            4985        2001                 West
## 5988                     N            2690        2007                 West
## 5989                     N            2275        1984                 West
## 5990                     N            5443        1845                 West
## 5991                     N            4566        2007              Midwest
## 5992                     N           14910        1963                 West
## 5993                     N            3765        2002            Northeast
## 5994                     N            3143        2001            Northeast
## 5995                     N            5406        2014            Northeast
## 5996                     N           70115        2001              Midwest
## 5997                     N            2164        2006                South
## 5998                     Y            3236        2000                 West
## 5999                     N            2927        2008              Midwest
## 6000                     N            1073        2007            Northeast
## 6001                     N             870        1997                South
## 6002                     N            2151        1997            Northeast
## 6003                     N            2795        2003              Midwest
## 6004                     N            3458        2008              Midwest
## 6005                     N            1563        1972            Northeast
## 6006                     N            1100        2006                South
## 6007                     N             845        1898            Northeast
## 6008                     N              50        2001                South
## 6009                     N            3082        1990              Midwest
## 6010                     N            3967        2006                 West
## 6011                     Y            3160        2005                 West
## 6012                     N            2793        1997                 West
## 6013                     N            4412        2006                 West
## 6014                     N            2357        2013                 West
## 6015                     N             778        2009                South
## 6016                     N             962        2013                South
## 6017                     N            1572        2003            Northeast
## 6018                     N            2530        2006                 West
## 6019                     N            5572        1983            Northeast
## 6020                     N             751        1971                South
## 6021                     N             299        1970            Northeast
## 6022                     N            2139        2005                South
## 6023                     N            5482        2002            Northeast
## 6024                     N            2374        2001                South
## 6025                     N            2381        1854                South
## 6026                     Y              61        1949                South
## 6027                     N             442        1981                South
## 6028                     Y            1900        2005            Northeast
## 6029                     N            3647        2002            Northeast
## 6030                     Y             741        1988                South
## 6031                     N            1762        1987              Midwest
## 6032                     N            3810        1988                South
## 6033                     N             651        2008            Northeast
## 6034                     N             716        2005                 West
## 6035                     N            2858        1911                South
## 6036                     N            4406        1999                 West
## 6037                     N            3633        1978            Northeast
## 6038                     N            2260        2001                South
## 6039                     N             503        1998            Northeast
## 6040                     N            1976        2001                South
## 6041                     N            3235        1988            Northeast
## 6042                     N            1494        1998                 West
## 6043                     N            1176        2010            Northeast
## 6044                     N            4383        1978            Northeast
## 6045                     N            2387        1951            Northeast
## 6046                     N             321        2014               Island
## 6047                     N              32        1997                South
## 6048                     N            2650        1847            Northeast
## 6049                     N            1236        2010                South
## 6050                     N            4048        2012                 West
## 6051                     Y             372        2006                South
## 6052                     Y            1127        2011                South
## 6053                     N             991        2012            Northeast
## 6054                     N            1124        1907                 West
## 6055                     N          106940        2007                South
## 6056                     N            2157        1979              Midwest
## 6057                     N            1593        1893              Midwest
## 6058                     Y            1263        2007                South
## 6059                     N            3077        1971                South
## 6060                     N            3949        1884                South
## 6061                     N            4057        1996                South
## 6062                     N            2056        2005                 West
## 6063                     N            2977        1994                South
## 6064                     N             667        1997                South
## 6065                     N            2227        1822            Northeast
## 6066                     N            1080        1995                 West
## 6067                     N             633        1932                 West
## 6068                     N            4104        2007              Midwest
## 6069                     Y            2497        1968                 West
## 6070                     Y            3520        1957                 West
## 6071                     N            3414        2003            Northeast
## 6072                     N            2488        2001            Northeast
## 6073                     N            2796        1996            Northeast
## 6074                     N            4679        1998                 West
## 6075                     N            2123        1968            Northeast
## 6076                     N             232        2007                 West
## 6077                     N             279        2007                South
## 6078                     N            4373        1910            Northeast
## 6079                     N             683        1976                South
## 6080                     N             142        2001            Northeast
## 6081                     N            2082        1820            Northeast
## 6082                     N             266        2013                 West
## 6083                     N              34        1991                 West
## 6084                     N            1604        1800              Midwest
## 6085                     N            1646        2007            Northeast
## 6086                     Y            3792        1989                South
## 6087                     N            1348        1985                South
## 6088                     N            3906        2010                 West
## 6089                     N            3708        1968                South
## 6090                     N            2108        1998              Midwest
## 6091                     N             574        1996            Northeast
## 6092                     N            2973        1995                South
## 6093                     N             562        1991                 West
## 6094                     N             163        1980                South
## 6095                     Y            4566        1963                South
## 6096                     Y             329        2006                South
## 6097                     N            5723        1991                 West
## 6098                     N             560        1969                South
## 6099                     N            3456        2007                South
## 6100                     N            1258        1970                 West
## 6101                     N            1797        1992            Northeast
## 6102                     N            5313        2009                South
## 6103                     N           25923        1993                South
## 6104                     Y            3918        2013                South
## 6105                     Y           11435        1971            Northeast
## 6106                     N            2558        1989                South
## 6107                     N            2298        2008            Northeast
## 6108                     N            3541        2011              Midwest
## 6109                     N            5432        1984            Northeast
## 6110                     Y             229        2010                South
## 6111                     N            2222        2006                South
## 6112                     N            1170        1997                 West
## 6113                     N            8646        1985                South
## 6114                     N            4205        2009                South
## 6115                     N            1268        2012            Northeast
## 6116                     N            3700        1998                 West
## 6117                     N            2849        1998              Midwest
## 6118                     N            1331        2004              Midwest
## 6119                     N            4687        1977                South
## 6120                     N             774        1920              Midwest
## 6121                     N            2858        1992                South
## 6122                     N             953        2007            Northeast
## 6123                     N             250        1998                South
## 6124                     N             429        2002            Northeast
## 6125                     N            2268        1995                South
## 6126                     N            2188        1911            Northeast
## 6127                     N            3413        2007            Northeast
## 6128                     N            5120        2010            Northeast
## 6129                     N            3053        1974              Midwest
## 6130                     N           15586        1867            Northeast
## 6131                     N            3907        1986                South
## 6132                     N            1470        1947            Northeast
## 6133                     N            4931        1949            Northeast
## 6134                     N            2604        1982                South
## 6135                     N            2800        1993              Midwest
## 6136                     N             880        1997            Northeast
## 6137                     N            1978        2002                South
## 6138                     N            3406        2010                South
## 6139                     N            2650        2001            Northeast
## 6140                     N            1829        2012                 West
## 6141                     N            2331        2013              Midwest
## 6142                     N            1439        1999                 West
## 6143                     N            3108        1985                South
## 6144                     N             654        1947              Midwest
## 6145                     N            3415        1920                South
## 6146                     N            2000        1934                South
## 6147                     Y            1455        1972            Northeast
## 6148                     N            3820        2003            Northeast
## 6149                     Y             964        2011                South
## 6150                     Y            1138        1853                 West
## 6151                     Y            1916        2004                 West
## 6152                     Y            2621        2013                South
## 6153                     N             375        2000              Midwest
## 6154                     N            1813        1995              Midwest
## 6155                     N            2295        1996                 West
## 6156                     N            2444        1971                 West
## 6157                     N            3583        2013                 West
## 6158                     N            1326        1987                 West
## 6159                     N            1035        1879            Northeast
## 6160                     Y           98210        1999                 West
## 6161                     N            3805        2007            Northeast
## 6162                     N            3804        2002              Midwest
## 6163                     N          251967        2010              Midwest
## 6164                     Y            2458        1997            Northeast
## 6165                     N            3551        2003                South
## 6166                     N            2017        2010                South
## 6167                     N             233        1936            Northeast
## 6168                     N            3484        1989              Midwest
## 6169                     N            2761        1988            Northeast
## 6170                     N            4574        2007                South
## 6171                     N            3475        1981            Northeast
## 6172                     N            1356        1975            Northeast
## 6173                     N            1015        2006                South
## 6174                     N           11648        1946                 West
## 6175                     N            2380        1852                 West
## 6176                     N             802        1900            Northeast
## 6177                     N           97234        1965            Northeast
## 6178                     N             776        2006                 West
## 6179                     N             481        1987                South
## 6180                     N            7261        1998                 West
## 6181                     N             784        1973            Northeast
## 6182                     N             309        2006                South
## 6183                     N            1528        1890            Northeast
## 6184                     N            1647        2010                 West
## 6185                     N             680        1848              Midwest
## 6186                     Y            3782        1999            Northeast
## 6187                     N            2386        2008            Northeast
## 6188                     N            4433        1989                 West
## 6189                     N            3164        1994            Northeast
## 6190                     N            3193        2012                South
## 6191                     Y             365        1975                South
## 6192                     Y            3724        1977              Midwest
## 6193                     N            2345        2009                 West
## 6194                     N             138        1989            Northeast
## 6195                     N            4930        1852                South
## 6196                     N            3806        1999                 West
## 6197                     N            1391        1959                 West
## 6198                     N             365        1988            Northeast
## 6199                     N            2336        2001                South
## 6200                     N            1370        2001                South
## 6201                     N          120097        1912              Midwest
## 6202                     N            1615        1999                South
## 6203                     N            2509        1928            Northeast
## 6204                     N             772        1874                 West
## 6205                     N            1361        2004                South
## 6206                     N            4137        1869                 West
## 6207                     N            1025        2000            Northeast
## 6208                     N            2021        1932              Midwest
## 6209                     N             482        2005            Northeast
## 6210                     N            2304        2007                South
## 6211                     N            1474        1996                 West
## 6212                     N             552        1985              Midwest
## 6213                     N            1596        2005                South
## 6214                     N            2079        1969              Midwest
## 6215                     Y            1860        2006              Midwest
## 6216                     N            3971        2007            Northeast
## 6217                     Y            1635        1838            Northeast
## 6218                     N            3279        1992              Midwest
## 6219                     N            3973        2004                South
## 6220                     N             525        1975            Northeast
## 6221                     N            4398        1864            Northeast
## 6222                     N           29560        1968            Northeast
## 6223                     N             488        1999              Midwest
## 6224                     N           50240        1985            Northeast
## 6225                     N            4829        2005                South
## 6226                     N            1711        1994                South
## 6227                     N            2423        1996            Northeast
## 6228                     N             926        1997              Midwest
## 6229                     N             552        1995              Midwest
## 6230                     Y           16748        1980                 West
## 6231                     N            1693        1970                 West
## 6232                     N            2444        2014                South
## 6233                     N            3101        2002              Midwest
## 6234                     N            1585        1993            Northeast
## 6235                     N            1894        1991            Northeast
## 6236                     N            1659        2008              Midwest
## 6237                     N            1598        1902            Northeast
## 6238                     N            3527        1984                South
## 6239                     N            3490        1994                 West
## 6240                     N            2004        2014              Midwest
## 6241                     N             424        1996                South
## 6242                     N            2729        1990                South
## 6243                     N            2294        1984                South
## 6244                     N            2709        2013                 West
## 6245                     N            1008        1963                 West
## 6246                     N            5505        1919                 West
## 6247                     N              91        1975                 West
## 6248                     Y              19        1977                South
## 6249                     N            2205        1977            Northeast
## 6250                     N            2116        1875                 West
## 6251                     N             137        1985                South
## 6252                     N             668        1909            Northeast
## 6253                     N            1076        2009                 West
## 6254                     N            1318        1998              Midwest
## 6255                     N            2696        2002                 West
## 6256                     N            2893        1994                 West
## 6257                     N            2251        1907            Northeast
## 6258                     Y            3462        1999                 West
## 6259                     N            1407        2011              Midwest
## 6260                     N             859        1890                 West
## 6261                     N            2655        1986            Northeast
## 6262                     N            1558        1977                 West
## 6263                     N            1391        2007              Midwest
## 6264                     N             461        1968                South
## 6265                     Y            1177        1877              Midwest
## 6266                     N            1212        2000                South
## 6267                     N           27195        1995              Midwest
## 6268                     N            4517        2010                 West
## 6269                     Y            1444        2010                South
## 6270                     N           28871        2000                South
## 6271                     N            3159        2006              Midwest
## 6272                     Y            1281        2010            Northeast
## 6273                     N            2409        1999                South
## 6274                     N            4778        2002                South
## 6275                     N            2088        2012            Northeast
## 6276                     N             282        2014            Northeast
## 6277                     Y            1086        2009            Northeast
## 6278                     N            4478        1997            Northeast
## 6279                     N             224        2012                South
## 6280                     N            2093        2009                South
## 6281                     N             740        1993              Midwest
## 6282                     N            1965        1800                 West
## 6283                     N            3445        2009            Northeast
## 6284                     N            2323        1917              Midwest
## 6285                     N            3863        1997                South
## 6286                     N            1558        1973                South
## 6287                     N            1219        2003                 West
## 6288                     N           16378        1954                 West
## 6289                     N            1207        1980                 West
## 6290                     N           32057        1985                 West
## 6291                     N             775        1979                South
## 6292                     N             628        2004            Northeast
## 6293                     N            2530        2000                South
## 6294                     Y            1595        1979                South
## 6295                     N             993        2013                South
## 6296                     N             932        1981            Northeast
## 6297                     N            4970        2006                 West
## 6298                     N            4234        2007                 West
## 6299                     N            2271        2003                 West
## 6300                     N            1652        1982                South
## 6301                     N             884        1987              Midwest
## 6302                     N              60        1977                South
## 6303                     N           37413        2009                 West
## 6304                     N            4064        2014              Midwest
## 6305                     N             670        1911                 West
## 6306                     Y             571        1946            Northeast
## 6307                     N            4481        1997                 West
## 6308                     Y            1872        1865                South
## 6309                     Y           15205        2000                 West
## 6310                     N            2320        1988                South
## 6311                     Y            1371        1999                 West
## 6312                     N            5939        1999            Northeast
## 6313                     N            1463        1964                South
## 6314                     N             755        2004                 West
## 6315                     N            4228        2012            Northeast
## 6316                     Y            2197        2012                 West
## 6317                     N            5106        2001                South
## 6318                     N            3156        2005                 West
## 6319                     N              86        1884                 West
## 6320                     N            3115        2010                South
## 6321                     N            4370        2009              Midwest
## 6322                     N            2096        1908            Northeast
## 6323                     N             698        2002               Island
## 6324                     N            1030        1987                South
## 6325                     N           15190        1940                South
## 6326                     N            4448        2008            Northeast
## 6327                     N            1429        1995                South
## 6328                     Y              88        1983                South
## 6329                     N            1794        1913                 West
## 6330                     N            3933        2001            Northeast
## 6331                     N             414        2000                 West
## 6332                     N             992        1971              Midwest
## 6333                     N            1529        1988              Midwest
## 6334                     N           23197        1987                 West
## 6335                     N            4375        2006                 West
## 6336                     N             206        1965                South
## 6337                     N            1801        1866                 West
## 6338                     N            3493        2008            Northeast
## 6339                     N            2448        2009            Northeast
## 6340                     Y             379        2005                South
## 6341                     N             229        2005            Northeast
## 6342                     N            1869        1990                 West
## 6343                     N            2315        2010                 West
## 6344                     N            2588        2008            Northeast
## 6345                     N            2780        1999            Northeast
## 6346                     N            3237        1817                South
## 6347                     N             848        2006                South
## 6348                     N            2965        2011                 West
## 6349                     N            4264        2011              Midwest
## 6350                     N             951        2006                South
## 6351                     Y             241        2012                 West
## 6352                     Y            2407        2005                South
## 6353                     N           99863        1992            Northeast
## 6354                     Y              95        2011                 West
## 6355                     N            1471        2006              Midwest
## 6356                     N             715        2011                South
## 6357                     Y              62        2010                South
## 6358                     N             547        1928              Midwest
## 6359                     N            3178        1999            Northeast
## 6360                     N             163        1998                 West
## 6361                     N            1282        2008                 West
## 6362                     N            1903        1976            Northeast
## 6363                     N            1535        1809            Northeast
## 6364                     N             875        1995                 West
## 6365                     N             239        2004              Midwest
## 6366                     N            4107        2007                 West
## 6367                     N            2649        1963            Northeast
## 6368                     N            1368        1909                South
## 6369                     N            1303        2004              Midwest
## 6370                     Y             946        1979                 West
## 6371                     N            2322        2011                 West
## 6372                     N            6466        1876                South
## 6373                     N            1269        1892            Northeast
## 6374                     N            3095        1994            Northeast
## 6375                     N            1095        2010                 West
## 6376                     N            3379        2004            Northeast
## 6377                     N            3646        1998                South
## 6378                     N            1564        1957                 West
## 6379                     N            3469        1970                South
## 6380                     N              74        1976                 West
## 6381                     N            3903        1988                South
## 6382                     Y            2698        1998                 West
## 6383                     N            2717        1998                 West
## 6384                     N            4761        1898              Midwest
## 6385                     N            4547        2011                South
## 6386                     Y             636        2011                South
## 6387                     N            4516        1995            Northeast
## 6388                     N            1104        1960                 West
## 6389                     N            3995        1968               Island
## 6390                     N            3995        2002            Northeast
## 6391                     N             134        1989                 West
## 6392                     N            1999        2009                South
## 6393                     N            2972        1892            Northeast
## 6394                     N            1571        2001                South
## 6395                     N           67550        1971              Midwest
## 6396                     N            3831        1976            Northeast
## 6397                     N            1794        1999            Northeast
## 6398                     N            2143        1889              Midwest
## 6399                     N            3120        2001                 West
## 6400                     N           14789        2008              Midwest
## 6401                     N             133        1809               Island
## 6402                     N            3491        1856            Northeast
## 6403                     N            3448        2002            Northeast
## 6404                     N            2006        2004                South
## 6405                     N             352        1957              Midwest
## 6406                     N            1229        1994                 West
## 6407                     N            1636        1991                South
## 6408                     N            4135        2009            Northeast
## 6409                     N            2644        1990                South
## 6410                     N            2149        1992                 West
## 6411                     N            4242        1991                South
## 6412                     N            4872        1989                 West
## 6413                     N            1589        1972            Northeast
## 6414                     N            1127        2001              Midwest
## 6415                     N            4492        1994              Midwest
## 6416                     N             768        1872            Northeast
## 6417                     N           14010        1994              Midwest
## 6418                     N            1221        2008                South
## 6419                     N            2175        1986                South
## 6420                     N             685        1883                 West
## 6421                     N           16733        2007              Midwest
## 6422                     Y             686        1981            Northeast
## 6423                     N            1917        2008            Northeast
## 6424                     Y            1777        2000                South
## 6425                     N             599        2013            Northeast
## 6426                     N            1555        2014            Northeast
## 6427                     N            3083        2013                 West
## 6428                     N            1589        2014              Midwest
## 6429                     N             919        1998            Northeast
## 6430                     N             175        2008                South
## 6431                     N            3291        1998                South
## 6432                     N             281        1995                 West
## 6433                     N            4029        1911                 West
## 6434                     Y            3611        2011                South
## 6435                     N            3241        2012                 West
## 6436                     N             902        2012            Northeast
## 6437                     N            4392        1991                 West
## 6438                     Y            5082        1977                South
## 6439                     N             815        2011                South
## 6440                     N              14        2013                South
## 6441                     N            3969        2004              Midwest
## 6442                     N            1317        2007              Midwest
## 6443                     N            2983        2003                 West
## 6444                     N            2726        1969                 West
## 6445                     N            4312        2006                 West
## 6446                     N            3676        1915                South
## 6447                     N            3248        1818                South
## 6448                     N            1189        1996               Island
## 6449                     N            2998        1922            Northeast
## 6450                     Y            1522        1979            Northeast
## 6451                     N            2383        2011              Midwest
## 6452                     N            3635        1990                 West
## 6453                     N            1157        2000                South
## 6454                     N            1646        2001                South
## 6455                     Y            1697        1980            Northeast
## 6456                     N              49        1992                South
## 6457                     N            3368        1994            Northeast
## 6458                     N           52028        1871            Northeast
## 6459                     N            5141        2002                South
## 6460                     Y            1596        2011                 West
## 6461                     N            1508        2001                South
## 6462                     N            1537        2005            Northeast
## 6463                     N            1040        1968            Northeast
## 6464                     N            2806        1975              Midwest
## 6465                     N            3461        2005                South
## 6466                     N            4805        1996                 West
## 6467                     N             324        1902            Northeast
## 6468                     N             738        1932                South
## 6469                     N            1103        2007            Northeast
## 6470                     N            3645        1998                 West
## 6471                     N            2496        1991            Northeast
## 6472                     N            3453        1971              Midwest
## 6473                     N            2394        1960                South
## 6474                     N            2022        1999            Northeast
## 6475                     N            4251        2011            Northeast
## 6476                     Y            1602        1940            Northeast
## 6477                     N             294        1995                 West
## 6478                     Y            1957        1986            Northeast
## 6479                     N             727        1999                 West
## 6480                     N             987        2010              Midwest
## 6481                     N            6475        1998                 West
## 6482                     N            3715        1956                South
## 6483                     N            2559        2001               Island
## 6484                     N            4771        1999            Northeast
## 6485                     N            3481        1979                South
## 6486                     N            2418        1942              Midwest
## 6487                     N            5877        2004            Northeast
## 6488                     N            1885        1986            Northeast
## 6489                     N             248        1994            Northeast
## 6490                     N            2725        2008            Northeast
## 6491                     N            3044        2001                South
## 6492                     Y            1773        1916            Northeast
## 6493                     N           19660        2005            Northeast
## 6494                     N            2871        2009                South
## 6495                     N            1257        1976            Northeast
## 6496                     N            2930        2003            Northeast
## 6497                     N            4333        1981              Midwest
## 6498                     N             128        2000                South
## 6499                     Y             910        2002                 West
## 6500                     N            3447        2005                South
## 6501                     N            4921        1987            Northeast
## 6502                     Y             198        1986                South
## 6503                     N            4072        2001                South
## 6504                     N            2398        1908              Midwest
## 6505                     N             148        2008            Northeast
## 6506                     N            4013        1952            Northeast
## 6507                     N            2300        1997              Midwest
## 6508                     N            6661        2003            Northeast
## 6509                     Y            1364        2002                 West
## 6510                     N             968        2009                 West
## 6511                     N             922        1987              Midwest
## 6512                     N             239        2001            Northeast
## 6513                     N            1263        1994                 West
## 6514                     N            6107        1979                South
## 6515                     N            8577        1977                 West
## 6516                     N            2666        2007                South
## 6517                     N            4347        1994            Northeast
## 6518                     N            6188        2006              Midwest
## 6519                     N            3145        1831                 West
## 6520                     N            4314        2011            Northeast
## 6521                     Y           68236        1998                 West
## 6522                     N            3986        1905              Midwest
## 6523                     N             225        2011                South
## 6524                     N            3671        1998                South
## 6525                     N            1074        1997            Northeast
## 6526                     N            4426        2006                South
## 6527                     N          355726        2001              Midwest
## 6528                     N            1461        1997            Northeast
## 6529                     N            1250        1998            Northeast
## 6530                     N            2071        1991                South
## 6531                     N            4581        1998            Northeast
## 6532                     N            5534        2006            Northeast
## 6533                     Y            4554        2008                 West
## 6534                     N            2816        2001                South
## 6535                     N            1059        2011              Midwest
## 6536                     N            2559        2013                 West
## 6537                     Y            1233        2011                South
## 6538                     N             766        1977                South
## 6539                     Y            1221        1948                 West
## 6540                     N            3011        2003                South
## 6541                     N            5033        2004              Midwest
## 6542                     N            4625        1917              Midwest
## 6543                     N            3616        1901                 West
## 6544                     N            1274        2001              Midwest
## 6545                     N            1752        2004            Northeast
## 6546                     N             792        1974              Midwest
## 6547                     N              63        1976            Northeast
## 6548                     Y             538        2000            Northeast
## 6549                     N              23        2010                South
## 6550                     Y            2436        2014                South
## 6551                     N             872        2001              Midwest
## 6552                     N            1704        2009              Midwest
## 6553                     Y             346        1994                South
## 6554                     N            1048        1978                South
## 6555                     Y            2858        1864                South
## 6556                     N            3008        1984            Northeast
## 6557                     N            4755        2007                 West
## 6558                     N             925        2013                South
## 6559                     N             491        1919                 West
## 6560                     N            1621        1975              Midwest
## 6561                     N            9054        1998              Midwest
## 6562                     N            3030        1975                South
## 6563                     N            1383        2004              Midwest
## 6564                     N            4065        2002                South
## 6565                     N            2514        2013                 West
## 6566                     N             117        1996                 West
## 6567                     N            4758        1817            Northeast
## 6568                     Y             600        1938              Midwest
## 6569                     N            1580        2004                 West
## 6570                     N             724        2001            Northeast
## 6571                     N            3642        2007                 West
## 6572                     N            2567        1911                 West
## 6573                     N            3020        2005            Northeast
## 6574                     N            1258        2005                 West
## 6575                     N            2145        2006                 West
## 6576                     N            1265        1998                South
## 6577                     N            1238        2006                 West
## 6578                     N             325        2004            Northeast
## 6579                     N            2220        2012            Northeast
## 6580                     Y              43        1997                 West
## 6581                     Y             530        1997                 West
## 6582                     N            1425        2004                South
## 6583                     N            2501        2015                 West
## 6584                     N            4081        2009            Northeast
## 6585                     N            1361        2001            Northeast
## 6586                     N            5172        1999            Northeast
## 6587                     N            2885        1900                South
## 6588                     N            1534        1998                South
## 6589                     N            1377        1970                South
## 6590                     N             517        2005            Northeast
## 6591                     Y             780        1944            Northeast
## 6592                     N            2891        2009                South
## 6593                     N            5374        2000            Northeast
## 6594                     N            2869        1997              Midwest
## 6595                     N            3623        1984            Northeast
## 6596                     N            2675        1966            Northeast
## 6597                     N            4649        2004            Northeast
## 6598                     Y            1458        2000            Northeast
## 6599                     N             185        1979                South
## 6600                     N            2385        1982            Northeast
## 6601                     N             443        2000                South
## 6602                     N            3672        1946            Northeast
## 6603                     N            3788        1984                 West
## 6604                     N            4417        1998                South
## 6605                     N             183        1993                South
## 6606                     N             156        1992                South
## 6607                     N            2312        2001              Midwest
## 6608                     N             491        1998                 West
## 6609                     N            2265        1998                 West
## 6610                     N            3945        1994            Northeast
## 6611                     Y            1498        1843            Northeast
## 6612                     Y             749        1985              Midwest
## 6613                     Y            3704        1950              Midwest
## 6614                     N            1731        2014            Northeast
## 6615                     N            1304        1990                 West
## 6616                     N          256392        1983                South
## 6617                     Y            3884        2009              Midwest
## 6618                     N            4686        1946                South
## 6619                     N             862        1995            Northeast
## 6620                     Y            4434        2007              Midwest
## 6621                     N            5226        2012            Northeast
## 6622                     N            2131        1984              Midwest
## 6623                     N            2306        2007                 West
## 6624                     N            1009        1838                 West
## 6625                     N            2547        1999            Northeast
## 6626                     N            3348        1804                South
## 6627                     N            1340        1997                South
## 6628                     N            1618        1989                South
## 6629                     N            2514        1979            Northeast
## 6630                     N             683        2010                 West
## 6631                     N             845        1947                South
## 6632                     N            4706        2002                 West
## 6633                     N            5100        1977               Island
## 6634                     N             837        1857               Island
## 6635                     N              26        1923                 West
## 6636                     N            2069        2001              Midwest
## 6637                     Y            1190        1801                South
## 6638                     N            3283        1999                South
## 6639                     N            1319        1845            Northeast
## 6640                     N            2738        1994            Northeast
## 6641                     N            1418        1998            Northeast
## 6642                     N            1434        1979            Northeast
## 6643                     N            3157        2008                 West
## 6644                     N            4236        2013                South
## 6645                     N             421        1996              Midwest
## 6646                     Y             501        1993            Northeast
## 6647                     N            2205        2006              Midwest
## 6648                     Y            3590        1904                 West
## 6649                     N            3778        1969                South
## 6650                     N            4696        1979                South
## 6651                     N            1307        2007                South
## 6652                     Y            2704        2005                South
## 6653                     N            2624        2013            Northeast
## 6654                     N             125        1998              Midwest
## 6655                     N            5400        2000            Northeast
## 6656                     N            3911        1995                 West
## 6657                     N             466        1998                South
## 6658                     Y            6122        1947                 West
## 6659                     N             940        2005              Midwest
## 6660                     N            1915        2009            Northeast
## 6661                     N            5398        2004                South
## 6662                     N            4818        1984            Northeast
## 6663                     Y            3275        2006                 West
## 6664                     N            4365        1998               Island
## 6665                     N            4196        1934                 West
## 6666                     N             107        1994              Midwest
## 6667                     N            4089        2009                 West
## 6668                     N            2692        1992                South
## 6669                     N            3929        2005                 West
## 6670                     Y            4994        1998              Midwest
## 6671                     N            4020        1993                 West
## 6672                     N           11088        1993            Northeast
## 6673                     N            2026        2013              Midwest
## 6674                     Y            4558        2005                South
## 6675                     N            1458        1996                South
## 6676                     N            1198        1977                South
## 6677                     N            4494        1998                 West
## 6678                     N             499        1838            Northeast
## 6679                     N             921        2003              Midwest
## 6680                     N            3806        1996            Northeast
## 6681                     N             342        1998            Northeast
## 6682                     N            2094        1996              Midwest
## 6683                     N            3348        1999              Midwest
## 6684                     N            4334        1997            Northeast
## 6685                     Y            4329        1999            Northeast
## 6686                     N            4119        1946            Northeast
## 6687                     N            4634        1996              Midwest
## 6688                     N             796        2005                 West
## 6689                     N            1730        2010                 West
## 6690                     N            1420        2008                 West
## 6691                     N            1021        1881                South
## 6692                     N            2076        2007              Midwest
## 6693                     N             710        1994            Northeast
## 6694                     N              99        1895              Midwest
## 6695                     N            1039        1998                 West
## 6696                     N            4996        1978                South
## 6697                     N           33187        1984                 West
## 6698                     N             104        2011              Midwest
## 6699                     N            3272        2012                 West
## 6700                     Y            1548        1948                South
## 6701                     N            4827        1985                 West
## 6702                     N              21        2006              Midwest
## 6703                     N            1588        1950                South
## 6704                     N            2453        1985            Northeast
## 6705                     N            2391        2001              Midwest
## 6706                     N            5401        2002            Northeast
## 6707                     N            4378        1992                 West
## 6708                     N             639        2003            Northeast
## 6709                     N            4687        1997            Northeast
## 6710                     N            3352        1979                South
## 6711                     Y            1297        2005                South
## 6712                     N            2065        1994                South
## 6713                     N           24139        2008              Midwest
## 6714                     Y             712        2003                South
## 6715                     N             518        2002              Midwest
## 6716                     N            5531        2004            Northeast
## 6717                     N            2607        1971                 West
## 6718                     N             328        2005                South
## 6719                     N              32        1968                South
## 6720                     N           28850        2011                South
## 6721                     N            1913        1908              Midwest
## 6722                     N            1968        2009              Midwest
## 6723                     N            3717        1923            Northeast
## 6724                     N             953        1999                 West
## 6725                     N            1636        2003            Northeast
## 6726                     N            3392        2005                South
## 6727                     Y             287        2005                South
## 6728                     N           86764        2000                South
## 6729                     N            3028        2000                South
## 6730                     N            2867        2003              Midwest
## 6731                     N            1491        1990                 West
## 6732                     N            5210        1972              Midwest
## 6733                     N             789        1993            Northeast
## 6734                     N             381        1994              Midwest
## 6735                     N            1463        2010                South
## 6736                     N             831        1977              Midwest
## 6737                     N           17322        1993                 West
## 6738                     N            2639        1974                 West
## 6739                     N            1160        1980                 West
## 6740                     N           21585        1833                 West
## 6741                     N            2341        2011                 West
## 6742                     Y             441        1999              Midwest
## 6743                     N            1691        2008                 West
## 6744                     N            2014        2002                South
## 6745                     N             701        1973            Northeast
## 6746                     Y            3304        2006                 West
## 6747                     N            3135        1977              Midwest
## 6748                     Y            1488        1994                 West
## 6749                     N             422        1987                South
## 6750                     Y           20608        2009                South
## 6751                     N            2541        1850                 West
## 6752                     N             522        2004            Northeast
## 6753                     N            1552        1998                 West
## 6754                     N            1602        1979                South
## 6755                     Y            1664        2004                South
## 6756                     N            2033        2001            Northeast
## 6757                     N              32        2007              Midwest
## 6758                     N             341        1987              Midwest
## 6759                     N              61        2005              Midwest
## 6760                     N           44618        2010                 West
## 6761                     N            2650        2000                South
## 6762                     N            1880        1858            Northeast
## 6763                     N           10337        1999              Midwest
## 6764                     N             398        1903              Midwest
## 6765                     N            1687        2000              Midwest
## 6766                     N            1972        1949                 West
## 6767                     Y            1194        1838              Midwest
## 6768                     N            2778        2002            Northeast
## 6769                     N            2131        2013              Midwest
## 6770                     N            1034        1999                South
## 6771                     N            2675        1977            Northeast
## 6772                     N             557        1889                 West
## 6773                     N             476        1990                 West
## 6774                     N             194        2009                 West
## 6775                     N            1942        1838            Northeast
## 6776                     N             828        1998                South
## 6777                     N           29248        2013            Northeast
## 6778                     N            2169        2001            Northeast
## 6779                     N             746        2011                South
## 6780                     N            1037        2005              Midwest
## 6781                     Y            1914        2008                 West
## 6782                     Y           67276        2006                South
## 6783                     N            3087        2000                South
## 6784                     N            1377        1984            Northeast
## 6785                     N            5879        1911            Northeast
## 6786                     N            2368        1881                 West
## 6787                     N             724        2011              Midwest
## 6788                     N            1630        1980              Midwest
## 6789                     N            2000        1984                 West
## 6790                     N            1142        2013              Midwest
## 6791                     Y             220        1998            Northeast
## 6792                     Y            2036        1997                 West
## 6793                     N           13686        1997              Midwest
## 6794                     N            2921        1979              Midwest
## 6795                     N             454        2003                 West
## 6796                     N            4271        2006            Northeast
## 6797                     N            2046        1980                South
## 6798                     N             724        1998            Northeast
## 6799                     N            2009        1969            Northeast
## 6800                     N             926        1878                South
## 6801                     Y            2443        1999                 West
## 6802                     Y              20        1961              Midwest
## 6803                     N            2111        1988                 West
## 6804                     N            3030        1972            Northeast
## 6805                     N            4629        1934                South
## 6806                     N            4876        2006                 West
## 6807                     N            1128        2007            Northeast
## 6808                     N            2936        2006              Midwest
## 6809                     N             827        2009                 West
## 6810                     Y            3665        1991                South
## 6811                     N             751        1931                 West
## 6812                     N            3670        2004                South
## 6813                     N            2627        1978              Midwest
## 6814                     N             291        1839                South
## 6815                     N            2144        1862                 West
## 6816                     Y            1441        1971                South
## 6817                     Y             772        1995              Midwest
## 6818                     N            3312        1972            Northeast
## 6819                     N            1655        1979              Midwest
## 6820                     N            2277        1956                South
## 6821                     Y            2102        2010            Northeast
## 6822                     N            2452        1984                 West
## 6823                     N            4059        1991                 West
## 6824                     N            2273        1987                South
## 6825                     N            1715        2005                 West
## 6826                     N             404        1985            Northeast
## 6827                     N             514        1978                 West
## 6828                     N          129897        1963            Northeast
## 6829                     N            3402        1929            Northeast
## 6830                     N            2576        2011                 West
## 6831                     N             781        2012                 West
## 6832                     N            2767        2008                South
## 6833                     N            1666        1869            Northeast
## 6834                     N            1706        1977                 West
## 6835                     Y            2639        1987                 West
## 6836                     N            3231        2004                 West
## 6837                     N             754        1990                South
## 6838                     N            4504        1997            Northeast
## 6839                     N            3384        2001                South
## 6840                     N             361        2000            Northeast
## 6841                     N            4261        1985              Midwest
## 6842                     Y            1770        2012                 West
## 6843                     N            4402        1853                South
## 6844                     N            2953        1987                 West
## 6845                     N             461        1997                South
## 6846                     N            1983        1968                South
## 6847                     N            1224        1965            Northeast
## 6848                     N            1458        2005                 West
## 6849                     N            1948        1934            Northeast
## 6850                     N            1216        1997            Northeast
## 6851                     N            1442        1817              Midwest
## 6852                     N            2599        2003            Northeast
## 6853                     N            3539        1984                South
## 6854                     N            1527        2013                South
## 6855                     N            2357        1994               Island
## 6856                     N            1135        2008            Northeast
## 6857                     N          366691        2010                 West
## 6858                     N            4065        1988            Northeast
## 6859                     N            1112        1804                 West
## 6860                     N            1932        2008                South
## 6861                     N            1773        2005                South
## 6862                     N           14083        1994            Northeast
## 6863                     N            4719        1995                 West
## 6864                     N            2902        2013              Midwest
## 6865                     N            1738        2007              Midwest
## 6866                     N            2674        1988              Midwest
## 6867                     Y            4376        2000                South
## 6868                     N            2085        1920                South
## 6869                     N             833        1950              Midwest
## 6870                     N             606        1947            Northeast
## 6871                     Y            3287        1924                 West
## 6872                     Y            2670        1982            Northeast
## 6873                     Y            1258        1909                South
## 6874                     Y          105737        2000                South
## 6875                     N            2034        1904                 West
## 6876                     Y            1447        1967                 West
## 6877                     N            1428        1997            Northeast
## 6878                     N            1104        1993              Midwest
## 6879                     N             153        2000                South
## 6880                     N            3291        2001                South
## 6881                     N             417        1996                South
## 6882                     N             465        1985                 West
## 6883                     N            2534        1976                 West
## 6884                     N            4839        1986                 West
## 6885                     Y            1797        2000                South
## 6886                     N            2510        1988                South
## 6887                     N            2614        2006            Northeast
## 6888                     N            1476        1901            Northeast
## 6889                     N            4963        1998                South
## 6890                     N            3243        1962                South
## 6891                     Y           28350        1989                South
## 6892                     N             578        2003                South
## 6893                     N            6798        2013                South
## 6894                     N            2390        2013                 West
## 6895                     N             505        2001            Northeast
## 6896                     N             427        2010                South
## 6897                     N             951        1992                South
## 6898                     N            4069        1850                South
## 6899                     Y            3692        1977                 West
## 6900                     Y            5050        1998                 West
## 6901                     N            1910        2004            Northeast
## 6902                     N            1047        2000                 West
## 6903                     Y          139221        1951                 West
## 6904                     N            1691        2010              Midwest
## 6905                     N            2229        1979            Northeast
## 6906                     N             948        2006            Northeast
## 6907                     Y            2052        1996              Midwest
## 6908                     N            2743        1954                South
## 6909                     N            3623        1838            Northeast
## 6910                     N            3080        1931                South
## 6911                     N            3000        1989                 West
## 6912                     N            2617        1984            Northeast
## 6913                     N            2250        1981                South
## 6914                     N            2402        1963              Midwest
## 6915                     N            2213        2001                 West
## 6916                     N            4896        1997                 West
## 6917                     N            1036        1967            Northeast
## 6918                     N            1631        2003            Northeast
## 6919                     N            3807        1985                 West
## 6920                     N            2138        2004                 West
## 6921                     N           29086        1988                 West
## 6922                     N             724        2010                South
## 6923                     N            3517        1995               Island
## 6924                     N            2204        1912                South
## 6925                     Y            2532        2007                 West
## 6926                     Y            1330        2013              Midwest
## 6927                     N            1664        1983              Midwest
## 6928                     Y            2701        2010            Northeast
## 6929                     N            1674        1998                 West
## 6930                     N            3580        1994                 West
## 6931                     N            3146        2011            Northeast
## 6932                     N            2631        2006            Northeast
## 6933                     N            3615        1931            Northeast
## 6934                     N           17692        2010              Midwest
## 6935                     N            2790        2011            Northeast
## 6936                     N            3579        2006            Northeast
## 6937                     N            1494        2010                 West
## 6938                     N            2106        2004              Midwest
## 6939                     N            4313        2004                 West
## 6940                     N             405        2007            Northeast
## 6941                     N            3445        2011               Island
## 6942                     N            1666        2007                South
## 6943                     N            2079        2009            Northeast
## 6944                     N            2129        1869                South
## 6945                     N            2407        1971              Midwest
## 6946                     N           35703        1986                South
## 6947                     Y             862        1885                 West
## 6948                     N            3435        1934                 West
## 6949                     N            1498        2006                 West
## 6950                     N            3177        1999                South
## 6951                     Y            1534        1996                South
## 6952                     N            1055        2004              Midwest
## 6953                     N            1836        1995            Northeast
## 6954                     N            2703        1984            Northeast
## 6955                     N            3015        1873              Midwest
## 6956                     N            5211        2010                South
## 6957                     Y            1038        2003            Northeast
## 6958                     Y             622        1989              Midwest
## 6959                     N             170        1899            Northeast
## 6960                     Y             822        2007                South
## 6961                     N            3224        1991                 West
## 6962                     N             417        1807                South
## 6963                     N             564        1994                 West
## 6964                     N            1773        2006                 West
## 6965                     N             951        1997            Northeast
## 6966                     N             576        2009              Midwest
## 6967                     Y            1827        1993                South
## 6968                     N            5605        1998            Northeast
## 6969                     N            3841        1823                 West
## 6970                     N             358        1958                South
## 6971                     N            3573        1995            Northeast
## 6972                     Y            1178        2007                 West
## 6973                     N            2492        2006                 West
## 6974                     N            4213        1984                 West
## 6975                     N            2319        2010                 West
## 6976                     Y             740        1900              Midwest
## 6977                     N            3437        2007                 West
## 6978                     N            2246        1891                 West
## 6979                     N            1801        2006                South
## 6980                     N           51254        1966            Northeast
## 6981                     N            5450        2008            Northeast
## 6982                     N            1471        1956              Midwest
## 6983                     Y            2498        2003            Northeast
## 6984                     N            2455        2001            Northeast
## 6985                     N             457        2006            Northeast
## 6986                     N             496        2000                 West
## 6987                     N            3535        1838                South
## 6988                     Y              89        1968                South
## 6989                     N           42168        1994              Midwest
## 6990                     N            2076        2005              Midwest
## 6991                     N            1498        2000                 West
## 6992                     N            1336        1966              Midwest
## 6993                     N            3347        2007            Northeast
## 6994                     N             649        2006            Northeast
## 6995                     N            1122        1902                 West
## 6996                     Y             315        2011            Northeast
## 6997                     N            1560        1994                 West
## 6998                     N            2050        1926                South
## 6999                     N            3651        2008              Midwest
## 7000                     N            1198        2005                South
## 7001                     N             109        1969                South
## 7002                     N            1814        1967                South
## 7003                     N            4207        2000                 West
## 7004                     N            4279        2009              Midwest
## 7005                     Y            1257        2005              Midwest
## 7006                     Y            3253        1996                South
## 7007                     N           22417        2001                South
## 7008                     Y            3082        1985            Northeast
## 7009                     N            2390        2011                South
## 7010                     N            4428        2010                 West
## 7011                     N           95250        1912                South
## 7012                     N            3884        2007            Northeast
## 7013                     N            2255        1879            Northeast
## 7014                     N           56385        2005            Northeast
## 7015                     N            1364        2007            Northeast
## 7016                     N            2729        1976                 West
## 7017                     N            6440        1997              Midwest
## 7018                     N            2864        2003            Northeast
## 7019                     N            3887        1994                 West
## 7020                     N             582        1973                South
## 7021                     N            3935        1847            Northeast
## 7022                     N            1913        1886                 West
## 7023                     N            2430        1997                 West
## 7024                     N            3140        1988            Northeast
## 7025                     N             656        1978            Northeast
## 7026                     Y             722        2010                 West
## 7027                     Y            1100        1994                South
## 7028                     N            3533        2007              Midwest
## 7029                     N            1716        2014            Northeast
## 7030                     N            3084        1981                 West
## 7031                     N              96        1996            Northeast
## 7032                     N            1276        2006            Northeast
## 7033                     N             166        2007              Midwest
## 7034                     N            1839        1997            Northeast
## 7035                     N            3787        2013                South
## 7036                     N             946        2001                 West
## 7037                     N            2807        1985                 West
## 7038                     N            1962        2010            Northeast
## 7039                     N            2211        1998            Northeast
## 7040                     N            2731        1993                 West
## 7041                     N            2461        1998            Northeast
## 7042                     N            1187        1993            Northeast
## 7043                     N            2081        1982            Northeast
## 7044                     Y            1590        1975                 West
## 7045                     N            2648        1991            Northeast
## 7046                     Y            2700        2001                South
## 7047                     N            2832        1947                South
## 7048                     N            3446        1999            Northeast
## 7049                     N            4207        2000                 West
## 7050                     N            2466        1993                 West
## 7051                     N            2384        1924                South
## 7052                     N             422        2011                South
## 7053                     N            3937        1877            Northeast
## 7054                     N            3578        1986            Northeast
## 7055                     N            1756        1978               Island
## 7056                     N             433        1818            Northeast
## 7057                     N             459        1998               Island
## 7058                     N            2813        1983            Northeast
## 7059                     N             515        1962                 West
## 7060                     Y            1715        1939                 West
## 7061                     N            2921        1981                South
## 7062                     N            3257        1987                South
## 7063                     N             272        2008            Northeast
## 7064                     N            3325        1934              Midwest
## 7065                     Y            1116        1997                South
## 7066                     N            2219        2000              Midwest
## 7067                     N             412        1981                South
## 7068                     N            1133        2005              Midwest
## 7069                     Y             182        2000                 West
## 7070                     N            1041        1940              Midwest
## 7071                     N            3645        2014                South
## 7072                     N            2131        2003                 West
## 7073                     Y             519        2001                South
## 7074                     N            1238        2013            Northeast
## 7075                     N            3335        2005                South
## 7076                     N           36928        1998                 West
## 7077                     N             379        2007                South
## 7078                     N            2013        2005                 West
## 7079                     N             855        1934                South
## 7080                     Y            1852        1838                 West
## 7081                     N             131        2005            Northeast
## 7082                     N            1024        2007                 West
## 7083                     N             586        2000              Midwest
## 7084                     N            4614        2013                South
## 7085                     N            3064        2006            Northeast
## 7086                     N              60        1998               Island
## 7087                     N            4836        1841                South
## 7088                     N            3157        1984              Midwest
## 7089                     N            2216        1993            Northeast
## 7090                     N             743        2007                 West
## 7091                     N             928        2008              Midwest
## 7092                     Y            2156        2014                South
## 7093                     N             914        1986                 West
## 7094                     N            4516        1998                 West
## 7095                     Y           10399        1991                 West
## 7096                     N             171        2005                 West
## 7097                     N             515        2001                 West
## 7098                     N           20644        1997              Midwest
## 7099                     N             135        1994                 West
## 7100                     N            1783        1991            Northeast
## 7101                     Y             636        2011                South
## 7102                     N             376        2007              Midwest
## 7103                     N            2711        2006                South
## 7104                     N            4761        1986            Northeast
## 7105                     N             639        1934               Island
## 7106                     N            3174        1931                South
## 7107                     N            1049        2008                 West
## 7108                     N            3089        1979            Northeast
## 7109                     N            2434        2007            Northeast
## 7110                     N             647        1953                 West
## 7111                     N             814        2004            Northeast
## 7112                     N             905        2011              Midwest
## 7113                     N           46280        2001               Island
## 7114                     N            1009        1868                South
## 7115                     N            1684        2013                 West
## 7116                     N            2829        1898              Midwest
## 7117                     N            2838        1886            Northeast
## 7118                     N            4862        1949            Northeast
## 7119                     N            1614        2007                 West
## 7120                     N            2030        2010                 West
## 7121                     N             303        1981            Northeast
## 7122                     N             857        2013                South
## 7123                     N            4440        1954                South
## 7124                     N            2348        2012              Midwest
## 7125                     N            4061        1994            Northeast
## 7126                     N             795        1998                 West
## 7127                     N            3421        1919            Northeast
## 7128                     N            1349        2013                South
## 7129                     N             625        1949                South
## 7130                     N            3460        1960                 West
## 7131                     N            4132        2005                South
## 7132                     N            4200        1976                 West
## 7133                     N             324        1998                South
## 7134                     N           65207        2000                South
## 7135                     Y            5215        2011                 West
## 7136                     N            4478        2005              Midwest
## 7137                     Y            1459        1949            Northeast
## 7138                     N           10273        1987              Midwest
## 7139                     N             377        1986                South
## 7140                     N             299        2015                 West
## 7141                     Y            1784        1995            Northeast
## 7142                     N            4574        1874            Northeast
## 7143                     Y            3586        1997                 West
## 7144                     N            1200        1992            Northeast
## 7145                     N             657        1980                South
## 7146                     Y            3531        1998                 West
## 7147                     N            1892        1957                 West
## 7148                     N             958        2006                 West
## 7149                     N            2151        2012            Northeast
## 7150                     N              92        1911                South
## 7151                     N           27484        2008                 West
## 7152                     Y            1255        2007              Midwest
## 7153                     N             254        1977                 West
## 7154                     N            1458        1960                South
## 7155                     N            2541        2008            Northeast
## 7156                     N            1764        1863                 West
## 7157                     N             695        1997                 West
## 7158                     N            3218        2006            Northeast
## 7159                     N           86312        2003                 West
## 7160                     N            2839        1998                 West
## 7161                     Y             818        1998                 West
## 7162                     N             130        2011                 West
## 7163                     N             673        2005                South
## 7164                     N            1909        2004                South
## 7165                     N             647        1953              Midwest
## 7166                     N            4322        2005                 West
## 7167                     N            5253        1985                 West
## 7168                     N            1676        2001                South
## 7169                     N            1350        1914                South
## 7170                     N            1758        2004            Northeast
## 7171                     Y             986        2007                South
## 7172                     N            3511        2010            Northeast
## 7173                     Y            2324        1937               Island
## 7174                     N            4192        1946                 West
## 7175                     N            3662        2007              Midwest
## 7176                     N            1737        1997            Northeast
## 7177                     N            1264        1952                South
## 7178                     N            3614        1947                 West
## 7179                     N            1520        1987                 West
## 7180                     N            5312        1968                South
## 7181                     N            2332        2005                South
## 7182                     N             984        2003            Northeast
## 7183                     N            2813        2003                 West
## 7184                     Y            6159        1988              Midwest
## 7185                     N            1217        1909              Midwest
## 7186                     N             623        1893              Midwest
## 7187                     N            3086        1986            Northeast
## 7188                     N            4148        2010              Midwest
## 7189                     N            2754        1998                South
## 7190                     N            6631        1993                 West
## 7191                     Y            3074        2013                South
## 7192                     N            1439        1979                South
## 7193                     N            1955        2013                 West
## 7194                     N            2327        1999              Midwest
## 7195                     N            4617        2005                 West
## 7196                     N              80        2004            Northeast
## 7197                     N            2253        1988                 West
## 7198                     N            1522        1999              Midwest
## 7199                     N            2813        1875                South
## 7200                     Y             155        1982                 West
## 7201                     N            4455        2011              Midwest
## 7202                     N            3425        1999              Midwest
## 7203                     N            1670        2008            Northeast
## 7204                     N            2226        1995                 West
## 7205                     N            5129        2001            Northeast
## 7206                     N             875        2000                 West
## 7207                     N           15777        1982              Midwest
## 7208                     N            3104        2004              Midwest
## 7209                     N            4120        1991            Northeast
## 7210                     N             368        1995                 West
## 7211                     N            2841        1999                South
## 7212                     N            1032        2006            Northeast
## 7213                     N           15964        2004            Northeast
## 7214                     N            4515        1970                 West
## 7215                     N            2201        1996                South
## 7216                     N            2835        1997                South
## 7217                     N            3268        2002                 West
## 7218                     N             777        1998              Midwest
## 7219                     N            2362        1999              Midwest
## 7220                     N            3830        2003            Northeast
## 7221                     N            1617        1994              Midwest
## 7222                     Y          100771        1838            Northeast
## 7223                     N             820        1989                South
## 7224                     N            1848        1946                South
## 7225                     N              25        1998              Midwest
## 7226                     N            2832        2013                 West
## 7227                     N            3129        1920              Midwest
## 7228                     N            9614        1873                 West
## 7229                     N           23970        1920               Island
## 7230                     N            1461        1988                 West
## 7231                     N             795        1949            Northeast
## 7232                     N             269        2003              Midwest
## 7233                     N            5015        2005                 West
## 7234                     N            1729        2009              Midwest
## 7235                     N             997        1912                 West
## 7236                     N            1227        2010                 West
## 7237                     N            1935        1995                 West
## 7238                     Y             617        2013                 West
## 7239                     N             261        2008            Northeast
## 7240                     N             161        2006              Midwest
## 7241                     N           31502        1868            Northeast
## 7242                     N            3455        2012              Midwest
## 7243                     N             636        2007                 West
## 7244                     N            4943        1976                South
## 7245                     N            3793        1970                 West
## 7246                     Y            1751        1999              Midwest
## 7247                     N            2961        1985                 West
## 7248                     N            3891        1838                South
## 7249                     N            4851        1980                South
## 7250                     N            1152        1999              Midwest
## 7251                     N            2555        1999            Northeast
## 7252                     N           25094        1911                South
## 7253                     N            2069        2011                South
## 7254                     N            1650        2007                 West
## 7255                     N             167        2006              Midwest
## 7256                     N            1673        2006                 West
## 7257                     N             664        2012            Northeast
## 7258                     N            2425        2010            Northeast
## 7259                     N            3750        1996            Northeast
## 7260                     N             112        1839            Northeast
## 7261                     N             435        1989                South
## 7262                     N            1454        2011            Northeast
## 7263                     N            1168        2001                 West
## 7264                     N            5902        2001                South
## 7265                     N            1289        1941            Northeast
## 7266                     N            3119        2009              Midwest
## 7267                     N            2176        2006                South
## 7268                     N            4548        2011              Midwest
## 7269                     N            1702        2000              Midwest
## 7270                     N            1066        2001            Northeast
## 7271                     N             464        1931                South
## 7272                     N          246398        1880                South
## 7273                     Y            2224        1978                 West
## 7274                     N           30328        2001                South
## 7275                     N             721        2007            Northeast
## 7276                     N          108183        1953                South
## 7277                     N            1058        1894                South
## 7278                     N             897        2002              Midwest
## 7279                     N             275        2008              Midwest
## 7280                     N             215        2013                 West
## 7281                     N            1232        2006              Midwest
## 7282                     N              14        2000              Midwest
## 7283                     N            2807        1952              Midwest
## 7284                     N            3494        1993            Northeast
## 7285                     N            7994        1993            Northeast
## 7286                     N            5446        2006                South
## 7287                     N            1272        2010                 West
## 7288                     N             348        2009                 West
## 7289                     N            3819        2004            Northeast
## 7290                     N            4371        1838                South
## 7291                     N           20967        2007            Northeast
## 7292                     N            3952        2000                 West
## 7293                     N            2636        1963            Northeast
## 7294                     N            1647        2007                 West
## 7295                     N            4485        1995                South
## 7296                     Y            1829        1962                South
## 7297                     N           60186        1998                 West
## 7298                     N            4954        1990                South
## 7299                     N            5640        1868            Northeast
## 7300                     N            3692        2007                 West
## 7301                     N           62408        2005                South
## 7302                     N            1217        1998                South
## 7303                     N            6138        2010            Northeast
## 7304                     N            2020        1994                 West
## 7305                     N            2789        1999                 West
## 7306                     N            2176        1989                South
## 7307                     N            5626        2013              Midwest
## 7308                     N            4155        1865                 West
## 7309                     N             260        1981              Midwest
## 7310                     N            4271        2007                 West
## 7311                     N             554        1999            Northeast
## 7312                     Y            3066        2001                South
## 7313                     N             432        1913                 West
## 7314                     N            3895        1904                 West
## 7315                     N             387        2009                 West
## 7316                     N            3029        2008              Midwest
## 7317                     N             115        1977                South
## 7318                     N             877        2015               Island
## 7319                     Y              26        2006                South
## 7320                     N            1965        1996              Midwest
## 7321                     N           20787        2007                South
## 7322                     Y          326338        1875                South
## 7323                     N            2103        2013              Midwest
## 7324                     N            1328        1946                South
## 7325                     N            3572        1989              Midwest
## 7326                     N            3925        1926            Northeast
## 7327                     N            2312        2001            Northeast
## 7328                     N            1343        2000                 West
## 7329                     N             658        1985              Midwest
## 7330                     N             288        2000              Midwest
## 7331                     N            2052        2007                South
## 7332                     N            1922        1998              Midwest
## 7333                     N            2321        2009                 West
## 7334                     N            3396        1987              Midwest
## 7335                     N            2716        1998                South
## 7336                     N            2602        2001                South
## 7337                     N            1658        1977                 West
## 7338                     N            2470        2012              Midwest
## 7339                     N             361        2005            Northeast
## 7340                     N             700        2006            Northeast
## 7341                     N            2701        1980              Midwest
## 7342                     N            3564        2002                 West
## 7343                     N             403        1855              Midwest
## 7344                     N            3456        1992            Northeast
## 7345                     N            4688        1965            Northeast
## 7346                     N            5788        1931                 West
## 7347                     N            2869        1999                South
## 7348                     N              80        1931                South
## 7349                     N            4895        1997                South
## 7350                     N              71        1993            Northeast
## 7351                     N             373        1997                South
## 7352                     Y            1917        1989                South
## 7353                     N            1414        2000              Midwest
## 7354                     N            1841        2001                 West
## 7355                     N            1258        1985                 West
## 7356                     N            5467        2003                 West
## 7357                     N            3519        1952                South
## 7358                     N              28        1998            Northeast
## 7359                     Y            1561        1912                South
## 7360                     N             736        1984                 West
## 7361                     N            2256        1998                 West
## 7362                     N             846        1942              Midwest
## 7363                     Y            3992        2003              Midwest
## 7364                     N             836        2005                 West
## 7365                     N            1106        2008              Midwest
## 7366                     Y            1833        2005                 West
## 7367                     N            1556        1998            Northeast
## 7368                     N           28979        2005              Midwest
## 7369                     N             479        2004                 West
## 7370                     N            3047        1998                South
## 7371                     N             226        1888                South
## 7372                     N            2536        1923              Midwest
## 7373                     N             727        2007            Northeast
## 7374                     N            2673        2005              Midwest
## 7375                     N            2398        1852                South
## 7376                     N            4691        1939            Northeast
## 7377                     N             553        2013            Northeast
## 7378                     N            5905        1982                South
## 7379                     N            1214        1987                South
## 7380                     N            2417        2009            Northeast
## 7381                     N            1739        2006              Midwest
## 7382                     Y            4255        2010                 West
## 7383                     N            3157        1962                 West
## 7384                     N             761        1968            Northeast
## 7385                     N            3293        1998                 West
## 7386                     N            1660        1995                South
## 7387                     N            3847        1995            Northeast
## 7388                     N             601        1993                South
## 7389                     N            4094        2002              Midwest
## 7390                     N            2941        1990                 West
## 7391                     N            2154        1831            Northeast
## 7392                     Y           37855        2000                 West
## 7393                     Y            1821        1974              Midwest
## 7394                     N             718        2011                South
## 7395                     N            2204        2012            Northeast
## 7396                     N            2722        2000              Midwest
## 7397                     N            2157        2013                South
## 7398                     N            1748        1998            Northeast
## 7399                     N             469        1993                South
## 7400                     N           23824        1800            Northeast
## 7401                     Y            1043        1939            Northeast
## 7402                     N            2811        1977              Midwest
## 7403                     N            1732        1999            Northeast
## 7404                     N             986        2004                 West
## 7405                     N            5248        1998                 West
## 7406                     N            3917        1960                 West
## 7407                     N             306        1991            Northeast
## 7408                     N            5629        2004            Northeast
## 7409                     N            2741        1997                South
## 7410                     N            1837        1993                South
## 7411                     N             991        1965                 West
## 7412                     N              27        1991                 West
## 7413                     N            5942        1994            Northeast
## 7414                     N            2565        1982                South
## 7415                     N            1835        2009                 West
## 7416                     N            3068        1990                South
## 7417                     N            1398        1993                South
## 7418                     N            4325        1997                South
## 7419                     N            1060        1987               Island
## 7420                     N            2752        2003            Northeast
## 7421                     N            6551        1995                South
## 7422                     N            2579        1998                South
## 7423                     N            3147        1984              Midwest
## 7424                     N            1129        1999                 West
## 7425                     N            2601        1865                South
## 7426                     Y             577        2005                South
## 7427                     N            4553        2012                South
## 7428                     N          130259        1984              Midwest
## 7429                     N            6060        2010                 West
## 7430                     N           82173        1956                South
## 7431                     Y             284        1855                 West
## 7432                     N            2431        1999            Northeast
## 7433                     N            5978        1886                 West
## 7434                     N            3296        2003            Northeast
## 7435                     N            5628        2012                 West
## 7436                     Y            1486        2004                 West
## 7437                     N            1681        1990                 West
## 7438                     N            2606        1950                 West
## 7439                     N            2234        2008                 West
## 7440                     N             750        1978                South
## 7441                     N            3681        2005                South
## 7442                     N             160        1863                South
## 7443                     N             642        1991            Northeast
## 7444                     N           11555        2001                 West
## 7445                     N            3961        2009                South
## 7446                     N             578        2008                 West
## 7447                     N            3579        2010                South
## 7448                     N            2877        1839                 West
## 7449                     N             171        1985                South
## 7450                     N            1708        1919                South
## 7451                     N            1617        1999                South
## 7452                     N            4796        2011            Northeast
## 7453                     N            3917        1998              Midwest
## 7454                     N            3434        1998                 West
## 7455                     N             902        1909                 West
## 7456                     N            4618        1991                 West
## 7457                     N            2436        2009                 West
## 7458                     N             646        2002                South
## 7459                     Y             632        1882               Island
## 7460                     N          113215        2001                South
## 7461                     N             603        1997              Midwest
## 7462                     N            2723        1999            Northeast
## 7463                     N             993        2003            Northeast
## 7464                     N             885        1999                South
## 7465                     N             538        2000                South
## 7466                     N             266        1998            Northeast
## 7467                     N            1641        1912                South
## 7468                     N            3565        1985                 West
## 7469                     N            1416        1862                South
## 7470                     N             450        1913                South
## 7471                     N            2610        2005            Northeast
## 7472                     N            4681        1928                 West
## 7473                     Y            3724        1877                South
## 7474                     N            2222        1994                 West
## 7475                     N             183        1873               Island
## 7476                     N              74        1951            Northeast
## 7477                     N            4033        2010                South
## 7478                     N            4079        2008            Northeast
## 7479                     N            3466        1988                South
## 7480                     N             137        1968            Northeast
## 7481                     Y            3657        1855                 West
## 7482                     N            1221        1980                South
## 7483                     Y            3304        1925            Northeast
## 7484                     N            6229        1986            Northeast
## 7485                     N          106968        1995              Midwest
## 7486                     N            3451        2011              Midwest
## 7487                     N            2599        1998                South
## 7488                     Y            2398        1946                South
## 7489                     N            4987        1999            Northeast
## 7490                     N            2878        1848                 West
## 7491                     N            2493        2013              Midwest
## 7492                     N              72        1840                South
## 7493                     N             172        2007              Midwest
## 7494                     N            1612        1991                South
## 7495                     N            1342        1991                South
## 7496                     Y            1347        1997                 West
## 7497                     N           30859        1975            Northeast
## 7498                     N            2146        2006            Northeast
## 7499                     N            5147        2000               Island
## 7500                     N            1500        2004                South
## 7501                     N             517        1975              Midwest
## 7502                     N            3517        1875            Northeast
## 7503                     N              68        1920              Midwest
## 7504                     N             465        1971                 West
## 7505                     Y            3655        1999                 West
## 7506                     N             292        2009            Northeast
## 7507                     N            3588        1988                South
## 7508                     N            2417        1986                 West
## 7509                     N            1783        1990                 West
## 7510                     N            5656        1981                South
## 7511                     N            1985        1848            Northeast
## 7512                     N             437        1998                 West
## 7513                     N            1398        2007            Northeast
## 7514                     Y            4500        2005                South
## 7515                     N            3996        1922                South
## 7516                     N            1912        2002              Midwest
## 7517                     N            2728        1998              Midwest
## 7518                     N            1173        2013                 West
## 7519                     N             808        1939              Midwest
## 7520                     Y            1908        1960                South
## 7521                     N             372        2014                 West
## 7522                     N             660        1975              Midwest
## 7523                     N            1561        2011              Midwest
## 7524                     N            1373        2013                South
## 7525                     N             157        2001                 West
## 7526                     Y            2758        2000                 West
## 7527                     Y            2098        1969                South
## 7528                     N            1973        2004              Midwest
## 7529                     N            2278        1995            Northeast
## 7530                     Y             673        1872            Northeast
## 7531                     N            1409        1861                South
## 7532                     Y             927        1974            Northeast
## 7533                     Y            1362        2000                South
## 7534                     Y            1805        1998                 West
## 7535                     N            3543        1994                 West
## 7536                     N            1136        1984                 West
## 7537                     N             126        2011              Midwest
## 7538                     N            3266        1935                South
## 7539                     N            1225        1998            Northeast
## 7540                     N            4644        1961            Northeast
## 7541                     N            1439        1996                 West
## 7542                     N            1835        2009                South
## 7543                     N            1806        2007            Northeast
## 7544                     N            2090        1998                South
## 7545                     N            3846        1992              Midwest
## 7546                     N            5289        1981              Midwest
## 7547                     N            2756        2008            Northeast
## 7548                     N             976        2007                 West
## 7549                     N             559        1856                 West
## 7550                     Y            4490        1970                South
## 7551                     N            3784        2000                South
## 7552                     N            1238        1977                 West
## 7553                     N             217        1994                 West
## 7554                     N           59255        2004                 West
## 7555                     N             126        1982                South
## 7556                     Y            1925        1884            Northeast
## 7557                     N            1437        1968                South
## 7558                     N             284        2014              Midwest
## 7559                     N           59742        2001            Northeast
## 7560                     N            1642        1986              Midwest
## 7561                     Y            3865        1993                South
## 7562                     Y            2684        1990            Northeast
## 7563                     N            4120        1997                 West
## 7564                     N             529        1975            Northeast
## 7565                     N             959        2005            Northeast
## 7566                     N            2161        2013            Northeast
## 7567                     N            2452        1947            Northeast
## 7568                     N            3762        2010              Midwest
## 7569                     N            1502        2005                 West
## 7570                     N            2508        1907                South
## 7571                     N             417        2000              Midwest
## 7572                     N            1132        1987            Northeast
## 7573                     Y             549        2006                 West
## 7574                     N              46        2005                South
## 7575                     Y            2186        1877              Midwest
## 7576                     N             546        2009              Midwest
## 7577                     N           53966        1889                South
## 7578                     N            3205        2007            Northeast
## 7579                     N            3908        1987              Midwest
## 7580                     Y            3117        2007              Midwest
## 7581                     N            2113        1838              Midwest
## 7582                     N            1883        1979                South
## 7583                     Y           20571        2007            Northeast
## 7584                     N            4820        1985            Northeast
## 7585                     N            1639        1850            Northeast
## 7586                     N            1283        1987            Northeast
## 7587                     N             969        2010              Midwest
## 7588                     N             525        1906              Midwest
## 7589                     N           29233        1947              Midwest
## 7590                     N            1777        2012            Northeast
## 7591                     N            1715        2010              Midwest
## 7592                     Y            1420        2012            Northeast
## 7593                     N            7046        2001                South
## 7594                     N            1090        2014            Northeast
## 7595                     N            4024        2014                South
## 7596                     N             837        2002                 West
## 7597                     N            2140        1959                 West
## 7598                     N            2582        2007                 West
## 7599                     N            1069        2006            Northeast
## 7600                     N            1596        1994                 West
## 7601                     N            3879        2013                South
## 7602                     N            4057        2001                 West
## 7603                     N            3323        1968            Northeast
## 7604                     N            3639        2002            Northeast
## 7605                     Y            3290        2006                 West
## 7606                     N            1484        2003                 West
## 7607                     N            1097        2006              Midwest
## 7608                     Y            4151        1989                 West
## 7609                     Y          102677        2004                 West
## 7610                     N            3368        1947                 West
## 7611                     N             166        1884                South
## 7612                     N            1223        1992                 West
## 7613                     N            1450        1997                South
## 7614                     N            2459        1995            Northeast
## 7615                     N            1761        1997                 West
## 7616                     Y             700        1902                 West
## 7617                     N             966        2010                South
## 7618                     N            1628        1987              Midwest
## 7619                     N            2575        1977                South
## 7620                     N            6259        1994                 West
## 7621                     N            1834        1959                 West
## 7622                     N          104647        1947                South
## 7623                     N            2448        2008              Midwest
## 7624                     Y            2708        2010                South
## 7625                     N            1221        2002              Midwest
## 7626                     N            2314        1999            Northeast
## 7627                     N            1088        1981                South
## 7628                     N            4439        1995                 West
## 7629                     N             150        2001              Midwest
## 7630                     N            5914        2009            Northeast
## 7631                     N            4315        2005            Northeast
## 7632                     N            4529        2008              Midwest
## 7633                     N             944        2003            Northeast
## 7634                     N             228        2004                South
## 7635                     N             555        1978            Northeast
## 7636                     Y            4025        2012            Northeast
## 7637                     N            2037        2003            Northeast
## 7638                     N             733        1946              Midwest
## 7639                     N             451        1953                South
## 7640                     N             657        1993              Midwest
## 7641                     N            3376        2000            Northeast
## 7642                     N            1480        2000            Northeast
## 7643                     N            4524        1922            Northeast
## 7644                     N            3804        2012            Northeast
## 7645                     N              38        2005                South
## 7646                     N             712        1848              Midwest
## 7647                     N            4502        1886            Northeast
## 7648                     N             851        2008                South
## 7649                     N           90161        2005                 West
## 7650                     N             182        1999                South
## 7651                     N            2548        2004                South
## 7652                     N             717        2007                South
## 7653                     N             111        2010               Island
## 7654                     N              18        2000            Northeast
## 7655                     N             941        1926            Northeast
## 7656                     Y             830        1998                 West
## 7657                     N           14600        1875                 West
## 7658                     N            1398        1979            Northeast
## 7659                     N            2430        2007                South
## 7660                     Y            2640        1997                South
## 7661                     N            5105        1968                South
## 7662                     N             993        2002            Northeast
## 7663                     N            2313        2005                South
## 7664                     N            3853        1977                 West
## 7665                     Y              80        2009                South
## 7666                     N            1039        2004                 West
## 7667                     N            2827        1993              Midwest
## 7668                     N            4621        1930            Northeast
## 7669                     N            2133        2005                 West
## 7670                     N            1524        2000                 West
## 7671                     N            3621        2000            Northeast
## 7672                     N             516        2014                 West
## 7673                     Y            1489        1997                 West
## 7674                     N            2400        1968                South
## 7675                     N            2667        1974                South
## 7676                     N            4352        2007                South
## 7677                     N             945        2008                 West
## 7678                     N            5306        2008                South
## 7679                     N             412        2006                South
## 7680                     N            3062        2007            Northeast
## 7681                     N            2691        2005                South
## 7682                     N            2945        1995            Northeast
## 7683                     N            3703        1997                South
## 7684                     N             124        2001            Northeast
## 7685                     N             929        1998            Northeast
## 7686                     N            3682        2006                 West
## 7687                     N            3809        2000                South
## 7688                     N            2038        1921              Midwest
## 7689                     N            1318        2010                South
## 7690                     N            1143        2002                South
## 7691                     N            1598        1977                 West
## 7692                     N            1040        1959            Northeast
## 7693                     N             206        1885                South
## 7694                     Y            1857        1998                South
## 7695                     N            2987        1883                South
## 7696                     N            1827        2011            Northeast
## 7697                     N             295        2001            Northeast
## 7698                     Y            3808        2013            Northeast
## 7699                     N            1101        2007            Northeast
## 7700                     N            2059        1989                 West
## 7701                     N            1514        2007                 West
## 7702                     N            4178        1927              Midwest
## 7703                     Y            1169        1997                South
## 7704                     N            1641        2007                South
## 7705                     N            2236        1965                 West
## 7706                     N             284        1995                 West
## 7707                     N            2822        1953              Midwest
## 7708                     N            2348        1997            Northeast
## 7709                     N            1491        2000                 West
## 7710                     N            3650        1985                 West
## 7711                     N             917        1990            Northeast
## 7712                     N           49065        2013                 West
## 7713                     N            1353        2005              Midwest
## 7714                     N            2833        1997              Midwest
## 7715                     N             412        1998            Northeast
## 7716                     N            5237        2000              Midwest
## 7717                     Y            1985        1979                 West
## 7718                     N            2239        2011                South
## 7719                     N            2857        1997                South
## 7720                     N             556        2007                South
## 7721                     N             985        1970            Northeast
## 7722                     N            1621        1944              Midwest
## 7723                     Y            3644        2001                 West
## 7724                     N             376        1999              Midwest
## 7725                     N             500        1974                South
## 7726                     N            3699        2016                South
## 7727                     Y            8789        1993                South
## 7728                     N             723        2004                 West
## 7729                     Y            1704        1997                South
## 7730                     N          108115        2000                South
## 7731                     N            2498        1853              Midwest
## 7732                     Y           14728        1999                South
## 7733                     N            5224        1951                South
## 7734                     N            3670        2010                 West
## 7735                     N            1752        1986                South
## 7736                     N            2560        2007            Northeast
## 7737                     N            2793        2009            Northeast
## 7738                     N            4430        1932            Northeast
## 7739                     N            5806        2006                South
## 7740                     N            3348        1996                South
## 7741                     Y            5289        1920              Midwest
## 7742                     N             987        1962               Island
## 7743                     N             826        2010                South
## 7744                     N            2931        2004                 West
## 7745                     N            4961        2000                South
## 7746                     N            2643        1969            Northeast
## 7747                     Y            2245        2003                South
## 7748                     N            1059        1847                 West
## 7749                     N            1140        1996              Midwest
## 7750                     N            2346        1954              Midwest
## 7751                     N            1693        1993              Midwest
## 7752                     N            3519        1996              Midwest
## 7753                     N            3284        2008              Midwest
## 7754                     N            1472        1995                 West
## 7755                     N            1760        1985                South
## 7756                     N             995        2004              Midwest
## 7757                     N             121        1953                 West
## 7758                     N            3947        1998            Northeast
## 7759                     N            1334        2006                 West
## 7760                     N            1329        2009              Midwest
## 7761                     N            1356        1971            Northeast
## 7762                     N              11        2009              Midwest
## 7763                     N            1997        1850                 West
## 7764                     N             166        1981              Midwest
## 7765                     N            1607        1817                South
## 7766                     Y           34677        1976                South
## 7767                     N            1667        2007              Midwest
## 7768                     N             916        1994                 West
## 7769                     N             478        1925                South
## 7770                     N             998        2000                South
## 7771                     N             619        1977               Island
## 7772                     N            6034        2010            Northeast
## 7773                     N            1978        2009                South
## 7774                     N            2209        2000                South
## 7775                     N          110269        2013            Northeast
## 7776                     N            1907        1960              Midwest
## 7777                     Y             306        2010                 West
## 7778                     N            2201        2005              Midwest
## 7779                     N            4308        2006                 West
## 7780                     N             594        2011                 West
## 7781                     Y            2543        1990                 West
## 7782                     N            1531        2005            Northeast
## 7783                     N            6318        1989                South
## 7784                     N            2941        2008                 West
## 7785                     N             893        1900              Midwest
## 7786                     N          135656        2009                 West
## 7787                     N             369        2005              Midwest
## 7788                     N            5270        2007                 West
## 7789                     N            1721        1962            Northeast
## 7790                     N            2585        1998            Northeast
## 7791                     N            1052        1998              Midwest
## 7792                     N            5018        2004              Midwest
## 7793                     N             435        1981            Northeast
## 7794                     N            2714        2001            Northeast
## 7795                     N            3233        2012              Midwest
## 7796                     N          120925        1875            Northeast
## 7797                     N            2921        1997                South
## 7798                     N            1031        1966              Midwest
## 7799                     Y            1951        1985            Northeast
## 7800                     N             787        1983            Northeast
## 7801                     N             531        1885              Midwest
## 7802                     N            1614        2009            Northeast
## 7803                     N            1117        2008                 West
## 7804                     N            3435        2003            Northeast
## 7805                     N             593        1993            Northeast
## 7806                     N            1294        1993            Northeast
## 7807                     N            2877        2004                 West
## 7808                     N            2046        1994            Northeast
## 7809                     N              67        2006              Midwest
## 7810                     N            1047        1907              Midwest
## 7811                     Y            3230        2004                 West
## 7812                     N             523        2003                 West
## 7813                     N            1138        1991               Island
## 7814                     N             155        1872                South
## 7815                     N            2953        1836                 West
## 7816                     N            2953        1998            Northeast
## 7817                     N            2670        2014                 West
## 7818                     N            2786        1998                South
## 7819                     N             783        2007              Midwest
## 7820                     N             193        1850                South
## 7821                     N            4525        2001            Northeast
## 7822                     N            4937        1903            Northeast
## 7823                     N           48821        1989            Northeast
## 7824                     N            4565        2006              Midwest
## 7825                     Y            1589        1999            Northeast
## 7826                     N            2519        1869                South
## 7827                     N            1121        1974                South
## 7828                     N            4414        1990            Northeast
## 7829                     N            2108        1963                South
## 7830                     N            4193        1999              Midwest
## 7831                     N            1361        1995            Northeast
## 7832                     Y             319        1968            Northeast
## 7833                     N            1986        1968            Northeast
## 7834                     N             257        1980                 West
## 7835                     N            2271        1997                South
## 7836                     N              93        2006            Northeast
## 7837                     N            3442        2010                 West
## 7838                     N           23191        1998            Northeast
## 7839                     N            1032        1919            Northeast
## 7840                     N            1599        1858                 West
## 7841                     N           10795        1984                South
## 7842                     Y             299        1989                South
## 7843                     N            2322        2012                South
## 7844                     N            4066        1928                 West
## 7845                     N             341        2002              Midwest
## 7846                     N            6206        2007                 West
## 7847                     N             933        1985            Northeast
## 7848                     N            1249        1947              Midwest
## 7849                     N             993        1983                South
## 7850                     N             692        1993                South
## 7851                     N            1300        1849            Northeast
## 7852                     N            2703        1983                South
## 7853                     N            2847        2004            Northeast
## 7854                     N            2362        1909            Northeast
## 7855                     N            2823        1987                 West
## 7856                     N            3302        1987            Northeast
## 7857                     Y            2228        1999            Northeast
## 7858                     N             607        2005                 West
## 7859                     N           15052        1999                South
## 7860                     N            1734        1981              Midwest
## 7861                     N              56        2007                 West
## 7862                     N             801        2008              Midwest
## 7863                     N            2600        1991            Northeast
## 7864                     N            1556        1946              Midwest
## 7865                     N              71        2000              Midwest
## 7866                     N            1725        1960            Northeast
## 7867                     N            5826        1993                 West
## 7868                     N             414        2004              Midwest
## 7869                     N            1534        2011            Northeast
## 7870                     N            2475        1940                South
## 7871                     N            1712        1961                South
## 7872                     Y             483        1996                South
## 7873                     N           39573        1956                 West
## 7874                     N            1528        2005                South
## 7875                     N            1947        1911            Northeast
## 7876                     N             480        2008            Northeast
## 7877                     N            2786        2004                South
## 7878                     Y            2058        2009                South
## 7879                     N            1317        1989              Midwest
## 7880                     Y            4432        1872                South
## 7881                     N            2279        1973              Midwest
## 7882                     N            3706        1986              Midwest
## 7883                     N            3637        1848            Northeast
## 7884                     N            2007        1998                 West
## 7885                     N            3201        2000            Northeast
## 7886                     N            2184        2004                 West
## 7887                     N            4781        1878            Northeast
## 7888                     N             690        1868                 West
## 7889                     N            1404        1916            Northeast
## 7890                     N             236        1998            Northeast
## 7891                     N            5042        1994                 West
## 7892                     N            5085        1955                South
## 7893                     Y            3850        1962                South
## 7894                     N            2944        1985            Northeast
## 7895                     Y              85        2007                 West
## 7896                     N            1921        1996                 West
## 7897                     N             172        1996              Midwest
## 7898                     Y            1392        1968                South
## 7899                     N            1381        2001                 West
## 7900                     N          121550        1999                 West
## 7901                     N            2852        2015            Northeast
## 7902                     N           97122        1994              Midwest
## 7903                     N            2077        2005              Midwest
## 7904                     Y             115        2001            Northeast
## 7905                     N            2154        2001            Northeast
## 7906                     Y             963        1971                South
## 7907                     N             192        1985            Northeast
## 7908                     N            1630        1979                South
## 7909                     N             499        1901                South
## 7910                     N            2769        1851            Northeast
## 7911                     N             501        1998            Northeast
## 7912                     N             177        2008            Northeast
## 7913                     N             413        2000                South
## 7914                     N            3960        2005              Midwest
## 7915                     N            5605        2010                 West
## 7916                     N            3855        1996                South
## 7917                     N            3398        2000            Northeast
## 7918                     N            1563        2007                 West
## 7919                     N            3436        2013                 West
## 7920                     N            1647        2013            Northeast
## 7921                     N            3625        2012            Northeast
## 7922                     N            1540        1994            Northeast
## 7923                     N            2445        1997                South
## 7924                     N             632        2000                 West
## 7925                     N            2919        1859            Northeast
## 7926                     N            2648        2001            Northeast
## 7927                     N             214        1976                 West
## 7928                     N            2481        1998            Northeast
## 7929                     N            1315        2007                South
## 7930                     N            2431        1855              Midwest
## 7931                     N            4304        1981                 West
## 7932                     N            1905        1985                South
## 7933                     N            1106        2001            Northeast
## 7934                     N            1043        1887                 West
## 7935                     Y            4788        1935                 West
## 7936                     N            4728        1997                 West
## 7937                     N            3088        2001                 West
## 7938                     N            4458        1868                South
## 7939                     N            1753        1924            Northeast
## 7940                     N             664        2005                South
## 7941                     N            1214        2011              Midwest
## 7942                     N            1928        1997            Northeast
## 7943                     N            1341        1990                 West
## 7944                     N             986        2000              Midwest
## 7945                     N            1393        1996                South
## 7946                     N            1262        1997                 West
## 7947                     N             500        1985            Northeast
## 7948                     N            1661        1843                 West
## 7949                     N             615        2004                South
## 7950                     N            1736        1883               Island
## 7951                     N            3567        1981              Midwest
## 7952                     N            3515        2005                 West
## 7953                     N            1762        2009                South
## 7954                     N            5959        1988                 West
## 7955                     N             200        2013              Midwest
## 7956                     N             854        1992            Northeast
## 7957                     N             978        1999              Midwest
## 7958                     N            4013        1949                South
## 7959                     N            1244        2009            Northeast
## 7960                     N            1353        2002              Midwest
## 7961                     N            1213        2008            Northeast
## 7962                     Y            4750        2010            Northeast
## 7963                     N            2998        1855                South
## 7964                     N          134470        1926            Northeast
## 7965                     N            2774        2012              Midwest
## 7966                     N             535        2012              Midwest
## 7967                     N            4857        1885                 West
## 7968                     N            4010        1908              Midwest
## 7969                     N            2181        1957            Northeast
## 7970                     N             592        1986                 West
## 7971                     N            4089        1971                South
## 7972                     N            1697        2005              Midwest
## 7973                     N            1466        2005                South
## 7974                     Y            2991        1954            Northeast
## 7975                     N            2504        2012                 West
## 7976                     N            2793        1998                South
## 7977                     N            3348        1998            Northeast
## 7978                     N            1685        2007                 West
## 7979                     N            1743        1866                South
## 7980                     N             828        1999                South
## 7981                     N             600        1912                 West
## 7982                     Y              86        1969                 West
## 7983                     N            3471        1963            Northeast
## 7984                     N             392        2009              Midwest
## 7985                     N            4072        2006            Northeast
## 7986                     N              43        2000            Northeast
## 7987                     N            5428        1998              Midwest
## 7988                     N             732        1996                 West
## 7989                     N             483        1983            Northeast
## 7990                     Y            1612        2001                 West
## 7991                     N           31005        2001                 West
## 7992                     N           22645        1998                 West
## 7993                     N            1400        2010            Northeast
## 7994                     Y             584        1985            Northeast
## 7995                     N             403        1974            Northeast
## 7996                     N            3716        2013                South
## 7997                     N            4432        1925                South
## 7998                     N             741        2007                 West
## 7999                     N            2549        1953            Northeast
## 8000                     N            2615        1997            Northeast
## 8001                     N             472        1993              Midwest
## 8002                     N            3247        1977                 West
## 8003                     N            1247        2011            Northeast
## 8004                     N            1059        1999              Midwest
## 8005                     N            1934        2001                South
## 8006                     N            1769        1974            Northeast
## 8007                     N          105016        1921            Northeast
## 8008                     N             235        1970            Northeast
## 8009                     N           20988        1994            Northeast
## 8010                     Y            1622        1976            Northeast
## 8011                     N            4271        2002                South
## 8012                     N            1377        2001                 West
## 8013                     N             432        1890                South
## 8014                     N             293        2005              Midwest
## 8015                     N              92        1923              Midwest
## 8016                     N            1902        2010            Northeast
## 8017                     N            1914        1992                South
## 8018                     N            2503        1927                 West
## 8019                     N             157        1987              Midwest
## 8020                     N             683        1987                South
## 8021                     N            1269        1980            Northeast
## 8022                     N            3436        2005            Northeast
## 8023                     N            1312        2003            Northeast
## 8024                     N            1784        1997                South
## 8025                     N            5171        1946            Northeast
## 8026                     N           20583        1999              Midwest
## 8027                     N            1248        1946                 West
## 8028                     N             632        2008            Northeast
## 8029                     N            1375        1981                South
## 8030                     N            2125        1995                 West
## 8031                     N            2402        2009            Northeast
## 8032                     N             154        2011                 West
## 8033                     Y            1763        1855                South
## 8034                     N            3214        1838            Northeast
## 8035                     N            2601        2009              Midwest
## 8036                     Y            1261        1951                South
## 8037                     N            4039        2000              Midwest
## 8038                     N            1994        1891            Northeast
## 8039                     N            1039        2004                 West
## 8040                     N           33570        1996                South
## 8041                     N            3026        1995            Northeast
## 8042                     N            1527        2008                South
## 8043                     N            2242        2001                South
## 8044                     N            2297        1996                 West
## 8045                     N             950        1974            Northeast
## 8046                     Y            1998        1984                 West
## 8047                     N             962        2011            Northeast
## 8048                     N            2986        1999                South
## 8049                     N            3114        2007                South
## 8050                     N            2496        2003                South
## 8051                     N           95308        1995                South
## 8052                     N            1139        1999              Midwest
## 8053                     Y            6918        2006                South
## 8054                     N            3191        2004              Midwest
## 8055                     N             665        2005              Midwest
## 8056                     Y            4382        1989                South
## 8057                     N            1117        2008              Midwest
## 8058                     N             622        1986                South
## 8059                     N             707        1985            Northeast
## 8060                     N             257        1984              Midwest
## 8061                     N            2716        1976            Northeast
## 8062                     N            1245        2013            Northeast
## 8063                     N             469        1986                 West
## 8064                     N            2743        2002            Northeast
## 8065                     Y            2185        1994            Northeast
## 8066                     N             543        1980                South
## 8067                     N            3758        2010            Northeast
## 8068                     N            1525        1995            Northeast
## 8069                     N           53821        2009                South
## 8070                     N            5664        2008                South
## 8071                     N             803        2011              Midwest
## 8072                     N            4231        2008            Northeast
## 8073                     N              87        2004              Midwest
## 8074                     Y           61240        2002            Northeast
## 8075                     Y            1235        1974                South
## 8076                     N           27001        2004                 West
## 8077                     N            1637        2005              Midwest
## 8078                     Y            3136        2013                South
## 8079                     N            1705        1977                South
## 8080                     N            2321        2011                 West
## 8081                     N           28992        2008            Northeast
## 8082                     N            4122        2004            Northeast
## 8083                     N            5009        1930                 West
## 8084                     Y            1169        1998            Northeast
## 8085                     Y            3097        1999                South
## 8086                     Y            3490        1975                South
## 8087                     N              58        2013            Northeast
## 8088                     Y             157        2012                South
## 8089                     N            1319        1889              Midwest
## 8090                     N            1395        2011                 West
## 8091                     N            2552        1938            Northeast
## 8092                     N            2443        2004              Midwest
## 8093                     N           58990        1986                 West
## 8094                     N            6446        2002            Northeast
## 8095                     N            3327        2004                South
## 8096                     N           17068        2014            Northeast
## 8097                     N            2684        1900              Midwest
## 8098                     N            1570        1896            Northeast
## 8099                     N            1307        2003                South
## 8100                     N              77        2008                 West
## 8101                     N            2970        2001                South
## 8102                     N              58        2000                 West
## 8103                     N             227        1952                South
## 8104                     N             605        1997              Midwest
## 8105                     N            3389        1885              Midwest
## 8106                     N             448        2012                 West
## 8107                     N            2213        2007                 West
## 8108                     N             809        2003                South
## 8109                     N            1748        2000               Island
## 8110                     N            4607        2012              Midwest
## 8111                     N            5133        2002                 West
## 8112                     Y           86138        2010            Northeast
## 8113                     N            4068        1997                 West
## 8114                     N            3627        1996                South
## 8115                     N            1450        2004            Northeast
## 8116                     N            1885        1989              Midwest
## 8117                     N            1467        1931                South
## 8118                     N            2474        1999                 West
## 8119                     N            1927        1981                South
## 8120                     N             550        2005              Midwest
## 8121                     N            2616        2004                 West
## 8122                     N             597        1997              Midwest
## 8123                     N            4963        1999            Northeast
## 8124                     N             101        1967              Midwest
## 8125                     N             558        1999            Northeast
## 8126                     N            1360        2011                 West
## 8127                     Y           11007        1975                South
## 8128                     N           13524        1968                 West
## 8129                     N             214        1997               Island
## 8130                     N             526        2010            Northeast
## 8131                     N            3702        1996                 West
## 8132                     N            3139        1987                South
## 8133                     N             660        1947            Northeast
## 8134                     N            1275        1873                South
## 8135                     N            1797        1948            Northeast
## 8136                     N            3441        2006                 West
## 8137                     N            1209        1983            Northeast
## 8138                     N            2468        2006                South
## 8139                     N             823        1982                South
## 8140                     N            1414        2011            Northeast
## 8141                     N            1893        1911            Northeast
## 8142                     N           17143        1986                South
## 8143                     N            2163        1969                 West
## 8144                     N            3320        1997                 West
## 8145                     N            2707        1998                 West
## 8146                     N             858        1997            Northeast
## 8147                     Y              44        1975                South
## 8148                     N             766        1999                 West
## 8149                     N             520        1947                South
## 8150                     N            2613        1980                 West
## 8151                     N             599        2011                 West
## 8152                     N            1032        1963            Northeast
## 8153                     N            3271        1993                South
## 8154                     N            1526        2001              Midwest
## 8155                     N            1367        1936                South
## 8156                     Y             271        1963                South
## 8157                     Y            3319        2004            Northeast
## 8158                     N            2683        1995                South
## 8159                     N            2120        2001            Northeast
## 8160                     Y            1463        2001                South
## 8161                     N             951        1999                South
## 8162                     N            2317        1980            Northeast
## 8163                     N            3384        1980                South
## 8164                     N            3119        2006               Island
## 8165                     Y             248        2007                South
## 8166                     N            3154        1965              Midwest
## 8167                     Y            3232        1987            Northeast
## 8168                     N            3437        1885              Midwest
## 8169                     N            2036        2005                 West
## 8170                     N            3821        1999                South
## 8171                     Y            3905        2006                South
## 8172                     N            3016        1847                 West
## 8173                     N             125        2003                South
## 8174                     Y            3506        1936                South
## 8175                     N            5117        1984                 West
## 8176                     N            3585        2008            Northeast
## 8177                     N            1810        2008            Northeast
## 8178                     N             575        2009                 West
## 8179                     N            5206        2012                 West
## 8180                     N            2476        1987              Midwest
## 8181                     N           39727        2002                 West
## 8182                     N            7477        2012                South
## 8183                     N           30172        2000                 West
## 8184                     N             442        2011                South
## 8185                     Y            1476        1986               Island
## 8186                     Y             910        2012            Northeast
## 8187                     N            1081        1840            Northeast
## 8188                     N             431        1986                 West
## 8189                     N            3674        1998                 West
## 8190                     N          131192        1962                South
## 8191                     N            4783        1997            Northeast
## 8192                     N            3015        2005                South
## 8193                     Y            2295        2003                 West
## 8194                     N            2171        1977            Northeast
## 8195                     N            2190        1980            Northeast
## 8196                     N             647        1891                 West
## 8197                     N            2854        2000            Northeast
## 8198                     N            3436        2000                 West
## 8199                     N            3000        2008                 West
## 8200                     N            2698        2000              Midwest
## 8201                     N            2251        1999            Northeast
## 8202                     N            3556        1985            Northeast
## 8203                     N            4300        1997                 West
## 8204                     Y            1699        1999                South
## 8205                     Y             420        2011                 West
## 8206                     N            4478        1997                South
## 8207                     N            1016        1984            Northeast
## 8208                     N             349        1946            Northeast
## 8209                     N            1520        2013                South
## 8210                     N            2078        1892                South
## 8211                     N            2917        2004                 West
## 8212                     N            2154        1994                 West
## 8213                     Y             244        1999                 West
## 8214                     N             119        2012            Northeast
## 8215                     N             567        1883            Northeast
## 8216                     N             608        1996                South
## 8217                     N            2162        2004                South
## 8218                     N            1644        1988            Northeast
## 8219                     N             687        2009                South
## 8220                     N            2026        2009                 West
## 8221                     N            1378        1953                 West
## 8222                     N            6120        1944            Northeast
## 8223                     N            2763        2003                 West
## 8224                     N            4226        2014            Northeast
## 8225                     N            2738        1945                South
## 8226                     N             430        2003              Midwest
## 8227                     N            1427        1984                 West
## 8228                     N            1755        1979                 West
## 8229                     N              35        2004                 West
## 8230                     N            3178        1993            Northeast
## 8231                     N              95        1990            Northeast
## 8232                     N             581        1895                 West
## 8233                     Y              99        1996                 West
## 8234                     N           21797        2008            Northeast
## 8235                     N            1840        2005            Northeast
## 8236                     N             106        1999            Northeast
## 8237                     N            2997        1833                 West
## 8238                     N            1356        1990                South
## 8239                     N            4457        1988            Northeast
## 8240                     N           98447        1838                 West
## 8241                     N            2914        2001            Northeast
## 8242                     N            1806        2007            Northeast
## 8243                     N            1276        2007              Midwest
## 8244                     N             502        1995              Midwest
## 8245                     N            3218        1985                South
## 8246                     N            2942        1993              Midwest
## 8247                     N            3428        2006            Northeast
## 8248                     N             724        2008            Northeast
## 8249                     N            1117        2011              Midwest
## 8250                     N             264        1996            Northeast
## 8251                     N            4307        1977                 West
## 8252                     N            2563        2007                 West
## 8253                     N            2272        2013            Northeast
## 8254                     N            1515        2001            Northeast
## 8255                     N            2435        2007              Midwest
## 8256                     N            3372        2004              Midwest
## 8257                     N             625        2006                 West
## 8258                     N           18207        1998              Midwest
## 8259                     N            2680        1939                 West
## 8260                     N            4859        1994                 West
## 8261                     N            1719        1898              Midwest
## 8262                     N            6044        1999            Northeast
## 8263                     N            3059        1977              Midwest
## 8264                     N            1325        1971            Northeast
## 8265                     N             588        2012               Island
## 8266                     N            4459        1989                South
## 8267                     N            5369        1998                South
## 8268                     N             546        2005                 West
## 8269                     Y            2457        2000            Northeast
## 8270                     N            2626        2001              Midwest
## 8271                     N            2127        1832                 West
## 8272                     N            2532        1977                 West
## 8273                     N             137        2012                 West
## 8274                     N            3353        2006                 West
## 8275                     N            1959        1858                South
## 8276                     N             320        1963                 West
## 8277                     N            1464        2010              Midwest
## 8278                     N             452        1971              Midwest
## 8279                     N            3575        2005            Northeast
## 8280                     N            1875        1981                 West
## 8281                     N            4916        2008            Northeast
## 8282                     N             491        1911            Northeast
## 8283                     Y             304        1993                South
## 8284                     N            2829        2000              Midwest
## 8285                     N             104        1872            Northeast
## 8286                     N            1454        2005                South
## 8287                     N             105        1987            Northeast
## 8288                     N             397        1992              Midwest
## 8289                     N            4721        1972                 West
## 8290                     N             238        2004            Northeast
## 8291                     N            4074        1973            Northeast
## 8292                     N             593        1983            Northeast
## 8293                     N            4070        1904            Northeast
## 8294                     N            1359        1907                 West
## 8295                     N            1441        1997            Northeast
## 8296                     N            2525        1892                South
## 8297                     N             968        2007                South
## 8298                     N            2680        2008                South
## 8299                     N            5175        1962              Midwest
## 8300                     N             883        1992                South
## 8301                     N            4471        1996              Midwest
## 8302                     N            4121        1939              Midwest
## 8303                     N            3677        2010              Midwest
## 8304                     N             792        2007            Northeast
## 8305                     N            1341        1988                South
## 8306                     N           13242        1987                 West
## 8307                     N             634        2010                South
## 8308                     N            4016        1997                 West
## 8309                     N             821        1986                 West
## 8310                     N            3388        1999            Northeast
## 8311                     Y            2687        2004                South
## 8312                     N            3961        2007                 West
## 8313                     N             905        1885                South
## 8314                     Y            4599        1975              Midwest
## 8315                     N            2569        2000            Northeast
## 8316                     Y            3170        2000                 West
## 8317                     N            1549        2001            Northeast
## 8318                     N             350        1951              Midwest
## 8319                     N             728        1847            Northeast
## 8320                     N            5935        1997            Northeast
## 8321                     Y            2248        1997                South
## 8322                     N              53        1953                 West
## 8323                     N            2557        1945                 West
## 8324                     N            3477        1978                 West
## 8325                     N            2028        1947                 West
## 8326                     N            1326        1997            Northeast
## 8327                     N              91        1879                 West
## 8328                     N            4852        1997            Northeast
## 8329                     N             758        2005                South
## 8330                     N            3410        1987            Northeast
## 8331                     N            2103        1984                South
## 8332                     N             172        2002                 West
## 8333                     N            1192        1999              Midwest
## 8334                     N             201        1976                 West
## 8335                     N             447        2006              Midwest
## 8336                     N             363        1961            Northeast
## 8337                     Y             999        1984                 West
## 8338                     N            1042        2000                 West
## 8339                     Y             996        1998                South
## 8340                     Y             344        1968                 West
## 8341                     N             946        2001                South
## 8342                     N             468        2002                South
## 8343                     Y             667        1998            Northeast
## 8344                     N            5089        1963                 West
## 8345                     N            2142        1871                 West
## 8346                     N            2786        1996            Northeast
## 8347                     N             903        2007            Northeast
## 8348                     N             142        1989            Northeast
## 8349                     Y            1318        2013                 West
## 8350                     N            1914        1994                South
## 8351                     N             597        2005                 West
## 8352                     N            2630        1996            Northeast
## 8353                     N             796        1999              Midwest
## 8354                     N            2248        1983                 West
## 8355                     N            1361        1982              Midwest
## 8356                     N            1216        1963                South
## 8357                     N            2805        1998                 West
## 8358                     Y            1523        2004            Northeast
## 8359                     N            2253        1990                 West
## 8360                     N             705        1925                South
## 8361                     N             678        1951            Northeast
## 8362                     N            4054        1925            Northeast
## 8363                     Y             920        1997              Midwest
## 8364                     N            1887        2010            Northeast
## 8365                     N            1466        1988                 West
## 8366                     N            2017        2000                 West
## 8367                     N            2143        2006            Northeast
## 8368                     N            5951        1987                 West
## 8369                     N            5322        1902                South
## 8370                     N            3368        1979            Northeast
## 8371                     N            9525        2010                South
## 8372                     N            1914        2012              Midwest
## 8373                     N             677        1990                 West
## 8374                     N             986        1928                 West
## 8375                     N            4161        2008              Midwest
## 8376                     N             425        1984            Northeast
## 8377                     N            1989        1987                 West
## 8378                     N            3994        2004              Midwest
## 8379                     Y          115700        2010                 West
## 8380                     N            1775        1978            Northeast
## 8381                     N            2405        2003              Midwest
## 8382                     N            3937        1952                South
## 8383                     N            1967        2014              Midwest
## 8384                     Y             217        1985                 West
## 8385                     N            2201        2010            Northeast
## 8386                     N            1632        1888            Northeast
## 8387                     N             217        1965            Northeast
## 8388                     N            4375        1996            Northeast
## 8389                     N           34632        2008              Midwest
## 8390                     N            1260        1996              Midwest
## 8391                     N            3413        1985                 West
## 8392                     Y             451        1978                 West
## 8393                     N             335        1892                South
## 8394                     N            2271        1978            Northeast
## 8395                     N             557        2003            Northeast
## 8396                     N            4329        1884            Northeast
## 8397                     N            3644        2002                 West
## 8398                     N             651        2010                 West
## 8399                     N            2641        2002                 West
## 8400                     N             774        2003                South
## 8401                     N            4244        2003            Northeast
## 8402                     N             454        1989            Northeast
## 8403                     N            1538        2012              Midwest
## 8404                     Y            9709        1999                South
## 8405                     N           34136        1985                 West
## 8406                     N            1624        2006              Midwest
## 8407                     N            3956        2004            Northeast
## 8408                     N            2038        1985              Midwest
## 8409                     N            2691        1864              Midwest
## 8410                     N            3209        2008            Northeast
## 8411                     N             931        1964                 West
## 8412                     N            2410        2008                South
## 8413                     N             717        1966            Northeast
## 8414                     N            2702        1996              Midwest
## 8415                     N             484        1877                South
## 8416                     N            2687        2008                South
## 8417                     N             558        2012                South
## 8418                     N            3431        2011                 West
## 8419                     N            3154        1819                 West
## 8420                     N             613        1840              Midwest
## 8421                     N            2412        1998                 West
## 8422                     N             386        1965                 West
## 8423                     N           70952        2014                 West
## 8424                     N            1698        1997                South
## 8425                     N            1495        1986              Midwest
## 8426                     Y             765        1855                 West
## 8427                     N             128        1947                South
## 8428                     N            1430        1994                South
## 8429                     Y              23        2005                 West
## 8430                     N            4078        2003                South
## 8431                     N            1065        1817              Midwest
## 8432                     Y            2538        2010                South
## 8433                     N              33        1943                South
## 8434                     N            2960        2007                South
## 8435                     N            4626        1990            Northeast
## 8436                     N             356        1982                 West
## 8437                     N            4378        1997              Midwest
## 8438                     N            2488        1960              Midwest
## 8439                     N           21849        2011            Northeast
## 8440                     Y            2067        2006                South
## 8441                     N            2217        1996              Midwest
## 8442                     N             441        1978              Midwest
## 8443                     N            1548        1998            Northeast
## 8444                     N          110713        1893              Midwest
## 8445                     N             260        2002                 West
## 8446                     Y            1946        2004            Northeast
## 8447                     N            4026        1987            Northeast
## 8448                     N            4554        1994                 West
## 8449                     N            1737        1999                 West
## 8450                     N            1497        1912            Northeast
## 8451                     N            1660        1960              Midwest
## 8452                     N            2448        2009              Midwest
## 8453                     Y            2004        1839                 West
## 8454                     N            3623        2008            Northeast
## 8455                     N             296        1969                South
## 8456                     N            6782        1979                 West
## 8457                     N            1186        1998                South
## 8458                     N            5540        1964            Northeast
## 8459                     N            4473        1915            Northeast
## 8460                     N            5960        1984                 West
## 8461                     N            1442        2000                 West
## 8462                     N          109850        1838            Northeast
## 8463                     N            1581        2006            Northeast
## 8464                     N            3090        1889                 West
## 8465                     N            2570        1997                 West
## 8466                     N           94579        2004              Midwest
## 8467                     N            3907        1912                South
## 8468                     N            1305        2001                South
## 8469                     N            1270        1977                 West
## 8470                     Y             953        1972                South
## 8471                     N             542        1984                 West
## 8472                     N            5484        1909                 West
## 8473                     N            1566        1995                 West
## 8474                     N            3374        2009            Northeast
## 8475                     N             393        2011                South
## 8476                     N            3823        1975            Northeast
## 8477                     N             603        2007                 West
## 8478                     N           15626        2001                 West
## 8479                     N            5197        1977            Northeast
## 8480                     N           17711        1870            Northeast
## 8481                     N            1132        2013            Northeast
## 8482                     N            3068        2005                South
## 8483                     N            3562        2006            Northeast
## 8484                     N            3522        2001            Northeast
## 8485                     N             996        1850            Northeast
## 8486                     N            5879        1960                 West
## 8487                     Y            1495        1945                South
## 8488                     N            1175        2006                 West
## 8489                     N            2835        1947                South
## 8490                     N             812        1998                 West
## 8491                     Y             846        2007                 West
## 8492                     N            1763        2004                South
## 8493                     N            3640        1988              Midwest
## 8494                     Y            4292        1867                 West
## 8495                     N           26494        2007            Northeast
## 8496                     N             408        1999                South
## 8497                     N            4336        2004                 West
## 8498                     N             619        1974                South
## 8499                     N            3354        1983                 West
## 8500                     Y            4632        2006                South
## 8501                     N            2751        1850                 West
## 8502                     N            1368        1989                South
## 8503                     Y             381        1979            Northeast
## 8504                     N            1606        2011                 West
## 8505                     Y            2140        1871                 West
## 8506                     N            2364        1970                South
## 8507                     N            1789        1949                South
## 8508                     N             927        1968            Northeast
## 8509                     N            4463        1977                South
## 8510                     N             707        2000                South
## 8511                     N            3182        2006            Northeast
## 8512                     N            3655        2007            Northeast
## 8513                     Y             615        1985                South
## 8514                     N            3162        2008            Northeast
## 8515                     N            4001        2005                South
## 8516                     N            1867        2008              Midwest
## 8517                     N            1013        1968                South
## 8518                     Y            2945        2010                South
## 8519                     N             824        1993            Northeast
## 8520                     N            1943        1995                 West
## 8521                     N             799        1992                 West
## 8522                     N            1207        2007                South
## 8523                     N            1923        2003                 West
## 8524                     N           42683        1888                South
## 8525                     N            1552        2004            Northeast
## 8526                     N             228        1968              Midwest
## 8527                     Y            2279        1902                 West
## 8528                     N             848        1974            Northeast
## 8529                     N            2919        1998            Northeast
## 8530                     N             726        2006                 West
## 8531                     N            1687        1946                 West
## 8532                     N             780        2007                South
## 8533                     N            1598        2005              Midwest
## 8534                     N            2936        1956                 West
## 8535                     N            1406        1902                 West
## 8536                     N             490        2003            Northeast
## 8537                     N            2941        2007                 West
## 8538                     N             205        1966            Northeast
## 8539                     N             342        1998            Northeast
## 8540                     N            5575        1902            Northeast
## 8541                     N            1157        1999              Midwest
## 8542                     N              91        2004              Midwest
## 8543                     N             794        2008              Midwest
## 8544                     N             630        1997            Northeast
## 8545                     N            3867        2005                 West
## 8546                     N            1764        1999            Northeast
## 8547                     N            1514        2009            Northeast
## 8548                     N            2400        1991                South
## 8549                     N            3976        1968            Northeast
## 8550                     N             857        2006                South
## 8551                     N            4212        1968            Northeast
## 8552                     Y           10865        2002                South
## 8553                     N             265        1972                South
## 8554                     N             620        1997                 West
## 8555                     N           13539        1993            Northeast
## 8556                     N            4805        2009            Northeast
## 8557                     N            1316        1946                South
## 8558                     N            2280        1989            Northeast
## 8559                     N            3155        1884                South
## 8560                     N             497        1991              Midwest
## 8561                     N           34788        1977                 West
## 8562                     N              56        1865                South
## 8563                     N           11713        2009                 West
## 8564                     N             790        1940                South
## 8565                     N           28826        2002            Northeast
## 8566                     N           78199        1972                South
## 8567                     N            1624        2009            Northeast
## 8568                     N            1553        1961                South
## 8569                     N            2911        2004              Midwest
## 8570                     N            3797        1989                 West
## 8571                     N            5734        1963                South
## 8572                     N            1249        2009                South
## 8573                     N            2548        1998                South
## 8574                     N            1034        1890              Midwest
## 8575                     N             563        2011                South
## 8576                     N            2272        2001              Midwest
## 8577                     N             768        1996                 West
## 8578                     N            3811        2007            Northeast
## 8579                     N             314        1994                South
## 8580                     Y            3717        1994                South
## 8581                     N            1247        1838              Midwest
## 8582                     N            2681        1869              Midwest
## 8583                     N            2032        1997            Northeast
## 8584                     N            2020        1999                South
## 8585                     N            2611        1991                 West
## 8586                     N            3743        1993                 West
## 8587                     Y            1155        1998                South
## 8588                     N            2992        2000                South
## 8589                     N            1956        2012                 West
## 8590                     N            2880        2008              Midwest
## 8591                     N            3530        1877            Northeast
## 8592                     N            2400        2008               Island
## 8593                     N            4189        2013              Midwest
## 8594                     Y             335        2004                South
## 8595                     N             173        2004              Midwest
## 8596                     N            1250        1998                South
## 8597                     N            8387        2003              Midwest
## 8598                     N            2200        1982              Midwest
## 8599                     N              18        1996                South
## 8600                     N             733        1947                 West
## 8601                     N             955        2008              Midwest
## 8602                     N             175        2000              Midwest
## 8603                     Y            1846        1981              Midwest
## 8604                     N            3364        2001                 West
## 8605                     N            1892        2010            Northeast
## 8606                     N            1135        1997                South
## 8607                     N             178        2002                South
## 8608                     N            4346        1984                 West
## 8609                     N            3114        1804                South
## 8610                     N            4423        2008                South
## 8611                     N            4128        1968              Midwest
## 8612                     N            2466        2001                South
## 8613                     N            4218        1999                South
## 8614                     N            5837        1994            Northeast
## 8615                     N            3342        1995              Midwest
## 8616                     N             124        1884                South
## 8617                     N            2994        2000            Northeast
## 8618                     N            1469        2012            Northeast
## 8619                     Y            2903        1996                South
## 8620                     Y            3765        2010            Northeast
## 8621                     N            1091        1974            Northeast
## 8622                     N             443        2005                South
## 8623                     N             506        2012                South
## 8624                     N            2872        2003                South
## 8625                     N            1387        1992            Northeast
## 8626                     N            2635        2005                South
## 8627                     N          461527        2005                South
## 8628                     N            1221        2008            Northeast
## 8629                     N            1124        1893              Midwest
## 8630                     N             806        1999                South
## 8631                     Y           13139        2000            Northeast
## 8632                     N            3783        1998                South
## 8633                     N            3421        1910                South
## 8634                     N            2351        2001              Midwest
## 8635                     N             183        1860              Midwest
## 8636                     N             189        2005                South
## 8637                     Y           15982        2009                South
## 8638                     N            1869        2001              Midwest
## 8639                     N            4400        1999            Northeast
## 8640                     N            2089        2016                 West
## 8641                     N            2185        2013              Midwest
## 8642                     N            1660        2008                 West
## 8643                     N            3843        1989              Midwest
## 8644                     N            1773        1952                South
## 8645                     N              47        1979              Midwest
## 8646                     Y            1186        2006                 West
## 8647                     N            2998        2010            Northeast
## 8648                     N            1823        2006                South
## 8649                     N             741        2000                South
## 8650                     N            2834        1999            Northeast
## 8651                     N            1388        1993                 West
## 8652                     N             108        2001              Midwest
## 8653                     N            2446        2009               Island
## 8654                     N            1288        2012            Northeast
## 8655                     N            1169        1962                South
## 8656                     N            1727        1851                South
## 8657                     N            2688        2007              Midwest
## 8658                     N              19        2007            Northeast
## 8659                     N             873        1995              Midwest
## 8660                     N            1643        2002                 West
## 8661                     Y            1002        2000                 West
## 8662                     N            1187        1998            Northeast
## 8663                     Y            2038        2008            Northeast
## 8664                     N            2342        1872                South
## 8665                     N             198        1993            Northeast
## 8666                     N            1930        2009            Northeast
## 8667                     N              61        2004            Northeast
## 8668                     N            1571        1977              Midwest
## 8669                     Y            1040        1922                 West
## 8670                     N            2753        2003            Northeast
## 8671                     N            2524        1991                South
## 8672                     N            1823        1997            Northeast
## 8673                     Y            1842        1912                South
## 8674                     N            3014        1838                South
## 8675                     N            4507        2007                 West
## 8676                     N             890        1889                 West
## 8677                     N            1113        1998            Northeast
## 8678                     N            3292        2002              Midwest
## 8679                     N             688        1850                 West
## 8680                     N            1450        2005                 West
## 8681                     Y            3362        1982                South
## 8682                     N              42        1986                South
## 8683                     N             595        2003                South
## 8684                     N            2682        2006            Northeast
## 8685                     N            1568        2007                South
## 8686                     Y             458        1991                South
## 8687                     N             256        1993                 West
## 8688                     N             130        1947              Midwest
## 8689                     N            1727        1957              Midwest
## 8690                     N            2352        1962                 West
## 8691                     N             585        1992                 West
## 8692                     N            3589        1873                South
## 8693                     N              78        2010            Northeast
## 8694                     N             542        1963            Northeast
## 8695                     N            4094        2001              Midwest
## 8696                     N            2035        1983                South
## 8697                     N             295        2009                 West
## 8698                     N            2248        1875            Northeast
## 8699                     N            1221        2005                 West
## 8700                     N            3411        1938            Northeast
## 8701                     N            1876        2002                South
## 8702                     N            3207        1991                 West
## 8703                     N            3480        1995                 West
## 8704                     N            3659        2005            Northeast
## 8705                     N            1753        2007              Midwest
## 8706                     N            2440        2006              Midwest
## 8707                     N            1102        1999                 West
## 8708                     N            3022        1978            Northeast
## 8709                     N             787        2005                 West
## 8710                     Y            2268        1858                South
## 8711                     N            2085        2007                South
## 8712                     N            5132        1999               Island
## 8713                     N            2102        2000                South
## 8714                     N            1652        1987              Midwest
## 8715                     N            2414        1993                South
## 8716                     N            2797        1985                 West
## 8717                     N            5511        1864            Northeast
## 8718                     N          364436        1869                 West
## 8719                     N            1316        2005              Midwest
## 8720                     N              49        2006                 West
## 8721                     N          125220        1987            Northeast
## 8722                     Y            1803        1890                 West
## 8723                     N            3798        1989            Northeast
## 8724                     N            4049        2006                South
## 8725                     N            3234        1968                 West
## 8726                     Y            3466        1946            Northeast
## 8727                     N            1517        1989                South
## 8728                     N             488        1996                 West
## 8729                     N            2007        1947                South
## 8730                     N            3473        1987            Northeast
## 8731                     N            4379        1987                South
## 8732                     N            4466        1984                South
## 8733                     N             573        1995            Northeast
## 8734                     N            3165        2003                South
## 8735                     N            2820        1996              Midwest
## 8736                     N             200        1977            Northeast
## 8737                     N            4172        2007                 West
## 8738                     N            2043        1960              Midwest
## 8739                     N            6137        1999                South
## 8740                     Y              76        2007                 West
## 8741                     N            3235        1978            Northeast
## 8742                     N             769        1885              Midwest
## 8743                     N            1744        1988            Northeast
## 8744                     N            4878        2003              Midwest
## 8745                     Y            1340        1995            Northeast
## 8746                     N             804        1985            Northeast
## 8747                     N             653        1989                 West
## 8748                     Y             430        2011            Northeast
## 8749                     N             773        1996            Northeast
## 8750                     N            3333        1968                South
## 8751                     N            2341        1946              Midwest
## 8752                     Y            1043        1869            Northeast
## 8753                     N            2463        1999                 West
## 8754                     N            3552        1981            Northeast
## 8755                     Y            7609        2006                South
## 8756                     N            4072        2014                South
## 8757                     N            2305        2014                 West
## 8758                     N            7778        1968            Northeast
## 8759                     N           34829        1989              Midwest
## 8760                     N            2385        2013                 West
## 8761                     N             443        2008              Midwest
## 8762                     N            2621        2002            Northeast
## 8763                     N            2005        1993              Midwest
## 8764                     N            2511        1876                 West
## 8765                     N            1180        1926            Northeast
## 8766                     N            2898        2001            Northeast
## 8767                     N            1564        2006            Northeast
## 8768                     N          124220        1972                South
## 8769                     N            4973        1962                 West
## 8770                     N            2006        1959                 West
## 8771                     N            2402        1987            Northeast
## 8772                     N            1432        2005                 West
## 8773                     N            2082        2010            Northeast
## 8774                     N            4697        1997                South
## 8775                     N             386        1951                 West
## 8776                     N            1732        1999                 West
## 8777                     N            2838        1976            Northeast
## 8778                     N            2213        2007                South
## 8779                     Y            4353        1972                 West
## 8780                     N            2014        2007            Northeast
## 8781                     N            2306        1881            Northeast
## 8782                     N            2550        2005                South
## 8783                     N             628        1997                South
## 8784                     N            2842        1981               Island
## 8785                     N             425        2009                 West
## 8786                     N           19712        1995                 West
## 8787                     N            4578        1864                 West
## 8788                     N            2565        1885              Midwest
## 8789                     Y             390        1969                South
## 8790                     N              52        1944                 West
## 8791                     N            1372        1940            Northeast
## 8792                     Y            3438        2001              Midwest
## 8793                     Y             627        1989                South
## 8794                     N            5395        1995              Midwest
## 8795                     N            6115        2003                South
## 8796                     N             687        1999              Midwest
## 8797                     N             749        1994                 West
## 8798                     N             634        2004            Northeast
## 8799                     Y            1220        2005                South
## 8800                     N            1794        2003                South
## 8801                     N             388        1984            Northeast
## 8802                     N            2971        1974            Northeast
## 8803                     N             315        2006                South
## 8804                     N            3420        2010                South
## 8805                     N             480        1998                South
## 8806                     N            2199        2009            Northeast
## 8807                     N             550        1999                South
## 8808                     N             283        1998                South
## 8809                     N            1459        2000                South
## 8810                     N            5641        1839            Northeast
## 8811                     N            4459        1992                South
## 8812                     N             651        1975                South
## 8813                     N             306        1907                South
## 8814                     Y             629        1892                 West
## 8815                     N             897        2006              Midwest
## 8816                     N             308        2000              Midwest
## 8817                     N              72        2008                South
## 8818                     N            1530        1987                 West
## 8819                     N            1460        2000                South
## 8820                     N             356        1914            Northeast
## 8821                     N            1908        1926            Northeast
## 8822                     N            3802        1989            Northeast
## 8823                     N            1775        1985                 West
## 8824                     Y            1458        1998                 West
## 8825                     N            5228        1992                 West
## 8826                     Y            4123        1994                South
## 8827                     N            2305        2010                 West
## 8828                     N            2915        1987                 West
## 8829                     N          213548        2012                 West
## 8830                     N            2548        2013              Midwest
## 8831                     N            4314        1998                 West
## 8832                     N            3037        1993            Northeast
## 8833                     N            2132        2011              Midwest
## 8834                     N            3960        2009                 West
## 8835                     N            4536        1956                South
## 8836                     N            4193        1979                South
## 8837                     N            3037        2011              Midwest
## 8838                     N            1229        1990                South
## 8839                     N             533        1958              Midwest
## 8840                     N            1683        2008                 West
## 8841                     N            1279        1977                 West
## 8842                     N            2026        2008                 West
## 8843                     N            4642        1987                South
## 8844                     N             227        1999            Northeast
## 8845                     N             490        2001                South
## 8846                     Y            3006        1822                South
## 8847                     N            3467        2012            Northeast
## 8848                     N              42        2008                South
## 8849                     N            3038        2005              Midwest
## 8850                     N             631        2001              Midwest
## 8851                     N            1584        1804                South
## 8852                     N            1693        1968            Northeast
## 8853                     N            3978        2000            Northeast
## 8854                     N            1254        1947                South
## 8855                     N            2877        1975                South
## 8856                     N            2458        1998                South
## 8857                     N             192        1980                 West
## 8858                     N            1877        2002                South
## 8859                     N            2268        2004              Midwest
## 8860                     N            2658        1999            Northeast
## 8861                     N            4774        1867            Northeast
## 8862                     N            3831        1855                South
## 8863                     Y            1175        1994                South
## 8864                     N            1829        1969                 West
## 8865                     Y             286        1986                South
## 8866                     N             409        1996                 West
## 8867                     N            2711        2004                South
## 8868                     N             171        1999            Northeast
## 8869                     N            1915        2001                 West
## 8870                     N            4659        2008              Midwest
## 8871                     Y             632        1989                 West
## 8872                     N            4973        1850            Northeast
## 8873                     Y              94        1982            Northeast
## 8874                     N            3778        1968                 West
## 8875                     N            1608        2012                South
## 8876                     N           18934        2000              Midwest
## 8877                     N             724        2008            Northeast
## 8878                     N            5082        1987                 West
## 8879                     N             309        2007                South
## 8880                     Y             449        2012                 West
## 8881                     N             232        2001                South
## 8882                     N            1408        2000                South
## 8883                     N            4112        2009            Northeast
## 8884                     N            4226        2010                 West
## 8885                     N            1474        1894            Northeast
## 8886                     N            3899        1970              Midwest
## 8887                     N             680        2000              Midwest
## 8888                     N           95621        1997                South
## 8889                     N            2547        1962                South
## 8890                     N          110691        2003            Northeast
## 8891                     N             169        1980                 West
## 8892                     N            1248        2013                South
## 8893                     N             630        1838            Northeast
## 8894                     N             203        1977              Midwest
## 8895                     N            1377        1992                 West
## 8896                     N            3514        2000                 West
## 8897                     N            1459        1951                South
## 8898                     N            2624        2006            Northeast
## 8899                     N            4263        2000                 West
## 8900                     N            1172        2013              Midwest
## 8901                     N             786        1983                South
## 8902                     N             744        1981                 West
## 8903                     N            1504        2010            Northeast
## 8904                     N              55        2006              Midwest
## 8905                     N            2397        1950                South
## 8906                     N            1080        1974            Northeast
## 8907                     N            2699        2004            Northeast
## 8908                     N            1611        1971                South
## 8909                     N            1428        1982                 West
## 8910                     N            3148        2001                 West
## 8911                     N            1844        2001                South
## 8912                     N              79        1993                 West
## 8913                     Y             645        1855                 West
## 8914                     N            3109        1993            Northeast
## 8915                     N            4427        1998            Northeast
## 8916                     Y            2023        1864                South
## 8917                     N            2784        2014              Midwest
## 8918                     Y            1851        1999                 West
## 8919                     N            2897        1989              Midwest
## 8920                     N             408        1992            Northeast
## 8921                     N            2281        1994                 West
## 8922                     N             309        1909                 West
## 8923                     N            1024        1869            Northeast
## 8924                     Y            2072        1993            Northeast
## 8925                     N            4347        1960                South
## 8926                     N            3809        1979                South
## 8927                     N            5400        1976                South
## 8928                     Y            3791        1996            Northeast
## 8929                     N            2726        1838            Northeast
## 8930                     N             654        2007                South
## 8931                     N             755        2000              Midwest
## 8932                     N            1832        2001                 West
## 8933                     N            1539        1977                South
## 8934                     N             545        2011            Northeast
## 8935                     Y           84235        1994                 West
## 8936                     N             501        2004            Northeast
## 8937                     N             440        2006                 West
## 8938                     N            1648        2006                South
## 8939                     N            2678        1986                 West
## 8940                     N            1786        1907            Northeast
## 8941                     N            2258        1951            Northeast
## 8942                     N            3669        2009            Northeast
## 8943                     N            1390        1968                 West
## 8944                     N           69956        2001              Midwest
## 8945                     N           14181        1979               Island
## 8946                     N            1054        1925              Midwest
## 8947                     N            4268        1962            Northeast
## 8948                     N             703        1916              Midwest
## 8949                     Y             202        1999                South
## 8950                     N            3149        1997              Midwest
## 8951                     N            1067        1998            Northeast
## 8952                     N             159        1885              Midwest
## 8953                     N             931        2001                South
## 8954                     N            1552        1913                 West
## 8955                     N            2318        1989            Northeast
## 8956                     N            1315        1989              Midwest
## 8957                     N             717        1999                South
## 8958                     Y            2558        1999                 West
## 8959                     N             592        1994              Midwest
## 8960                     N            1345        2004                 West
## 8961                     N            3643        2008                 West
## 8962                     N             358        2009                South
## 8963                     N             720        1980              Midwest
## 8964                     N            2484        2008              Midwest
## 8965                     N            2966        1968                South
## 8966                     N            1089        2009                South
## 8967                     N            1338        2012            Northeast
## 8968                     N           16752        2007                South
## 8969                     N           31841        1926                 West
## 8970                     N             781        2010                 West
## 8971                     N            3555        1997                 West
## 8972                     N            1742        1858            Northeast
## 8973                     Y             434        1924                South
## 8974                     N            1465        2001                 West
## 8975                     N            2989        2005            Northeast
## 8976                     N            3558        1996                 West
## 8977                     N             765        1928            Northeast
## 8978                     N            3314        1999            Northeast
## 8979                     N            3118        1992                 West
## 8980                     N             288        1989                South
## 8981                     N            3365        2010            Northeast
## 8982                     N            5171        1861                South
## 8983                     N           82845        2006            Northeast
## 8984                     N            1577        2001                South
## 8985                     N            1937        1984                 West
## 8986                     N            2170        1923                South
## 8987                     N            1062        1993            Northeast
## 8988                     N           21436        2005                 West
## 8989                     N            1225        1994                South
## 8990                     Y             548        2012                 West
## 8991                     N            1659        1997                 West
## 8992                     N             633        1903                South
## 8993                     N            2229        1990            Northeast
## 8994                     N            2801        1999                 West
## 8995                     N           96629        2006            Northeast
## 8996                     N            3104        1996                South
## 8997                     N             208        1989                South
## 8998                     N            4335        1990            Northeast
## 8999                     Y            3436        1997                 West
## 9000                     N            1408        2010            Northeast
## 9001                     N           11928        1998            Northeast
## 9002                     N             887        2006              Midwest
## 9003                     N             999        1839              Midwest
## 9004                     N            1957        1995                South
## 9005                     N             759        2004            Northeast
## 9006                     N            5052        2003            Northeast
## 9007                     N            2786        2008            Northeast
## 9008                     N            3281        1999            Northeast
## 9009                     N            1467        1956                 West
## 9010                     N            1325        2005              Midwest
## 9011                     N            1564        1993                South
## 9012                     N            4980        2005                South
## 9013                     N             794        2012                South
## 9014                     N             876        1968                South
## 9015                     N            1403        1868              Midwest
## 9016                     Y           12248        1992                South
## 9017                     N             418        1875                 West
## 9018                     Y            4596        1994                South
## 9019                     N            1060        1981                South
## 9020                     Y             761        2011                South
## 9021                     N            3208        1998            Northeast
## 9022                     N            1299        1993              Midwest
## 9023                     N            3621        2007                 West
## 9024                     N            3426        1998              Midwest
## 9025                     N            5032        1956            Northeast
## 9026                     N            1416        1911                South
## 9027                     N            4509        1958                South
## 9028                     N            3938        1997                 West
## 9029                     N            3121        1888                South
## 9030                     N            3054        1984                South
## 9031                     N             979        1996              Midwest
## 9032                     N            3922        1986            Northeast
## 9033                     N            2210        1998                 West
## 9034                     N            3233        1997                 West
## 9035                     N            3550        1847              Midwest
## 9036                     N            1985        2011                South
## 9037                     N            1070        1995            Northeast
## 9038                     N            3039        1999                South
## 9039                     Y            5096        2004                 West
## 9040                     N            1019        1911                 West
## 9041                     N            1468        1976                 West
## 9042                     N            2946        1995              Midwest
## 9043                     N            1245        2005            Northeast
## 9044                     N             810        2001            Northeast
## 9045                     N            1853        2007              Midwest
## 9046                     N            4726        1988              Midwest
## 9047                     N            2644        1981              Midwest
## 9048                     N            1264        2013                South
## 9049                     N            4522        2004                 West
## 9050                     N            3275        1995            Northeast
## 9051                     N             212        1934              Midwest
## 9052                     N            1510        1947                 West
## 9053                     Y            3419        2001                 West
## 9054                     N            4098        2010                South
## 9055                     N           77625        1909                 West
## 9056                     N            2118        2001            Northeast
## 9057                     N             196        2008              Midwest
## 9058                     N            2284        2005                 West
## 9059                     Y            3194        1891            Northeast
## 9060                     N            2894        1997            Northeast
## 9061                     N             267        1989            Northeast
## 9062                     N            1400        1979            Northeast
## 9063                     N            1860        2005                South
## 9064                     N            2366        1997                 West
## 9065                     N             126        1998            Northeast
## 9066                     N            4349        2004            Northeast
## 9067                     N             100        1930                 West
## 9068                     N            2108        1959            Northeast
## 9069                     N            1698        2012                South
## 9070                     N            1003        1970              Midwest
## 9071                     N             149        2013              Midwest
## 9072                     N             290        1976              Midwest
## 9073                     N            4642        1817            Northeast
## 9074                     N            5213        1901                 West
## 9075                     Y             555        2002            Northeast
## 9076                     N             218        1984            Northeast
## 9077                     N            3196        1996              Midwest
## 9078                     N            1306        1972                South
## 9079                     N            1203        1999              Midwest
## 9080                     Y            2714        2013            Northeast
## 9081                     N            2893        1998                South
## 9082                     N             301        1968              Midwest
## 9083                     N            1192        1999                South
## 9084                     N             337        2000              Midwest
## 9085                     N             626        2005              Midwest
## 9086                     N          116246        1855                 West
## 9087                     N              15        1921              Midwest
## 9088                     N            1701        2010                South
## 9089                     N            3367        1993            Northeast
## 9090                     N            2594        2000                 West
##      prevailing_wage unit_of_wage full_time_position case_status
## 1           592.2029         Hour                  Y      Denied
## 2         83425.6500         Year                  Y   Certified
## 3        122996.8600         Year                  Y      Denied
## 4         83434.0300         Year                  Y      Denied
## 5        149907.3900         Year                  Y   Certified
## 6         78252.1400         Year                  Y   Certified
## 7         53635.3900         Year                  Y   Certified
## 8           418.2298         Hour                  Y      Denied
## 9         74362.1900         Year                  Y   Certified
## 10        67514.7600         Year                  Y   Certified
## 11        83588.5600         Year                  Y   Certified
## 12        70813.0900         Year                  Y      Denied
## 13        28663.0500         Year                  Y   Certified
## 14       107196.0300         Year                  Y   Certified
## 15       220081.7300         Year                  Y   Certified
## 16        74108.0200         Year                  Y      Denied
## 17         3706.7900         Year                  Y   Certified
## 18        16132.6100         Year                  Y   Certified
## 19       150441.1300         Year                  Y   Certified
## 20        79948.1200         Year                  Y   Certified
## 21        71128.9800         Year                  Y      Denied
## 22       137694.9800         Year                  N   Certified
## 23        45642.3900         Year                  Y   Certified
## 24        90108.3800         Year                  N   Certified
## 25        71286.0400         Year                  Y   Certified
## 26        99489.6500         Year                  Y   Certified
## 27        86332.9500         Year                  Y   Certified
## 28       103029.3300         Year                  Y   Certified
## 29        40925.8600         Year                  Y   Certified
## 30       189190.4800         Year                  Y   Certified
## 31        79594.1200         Year                  N   Certified
## 32       135866.1300         Year                  N   Certified
## 33        72077.5700         Year                  N   Certified
## 34        81921.1800         Year                  Y   Certified
## 35       225569.7300         Year                  N   Certified
## 36        92421.9200         Year                  Y      Denied
## 37         2490.1200         Year                  Y      Denied
## 38       110817.2600         Year                  Y   Certified
## 39        50960.0100         Year                  Y   Certified
## 40       125336.9000         Year                  Y   Certified
## 41        39633.3200         Year                  Y   Certified
## 42       156326.3300         Year                  N   Certified
## 43        43630.5800         Year                  Y   Certified
## 44        54614.4200         Year                  Y   Certified
## 45        28989.8700         Year                  Y      Denied
## 46        22924.9100         Year                  Y   Certified
## 47        61567.7500         Year                  Y   Certified
## 48       156251.1700         Year                  Y   Certified
## 49        86022.0200         Year                  Y   Certified
## 50        49565.3700         Year                  Y      Denied
## 51        66191.4100         Year                  Y   Certified
## 52        95623.2000         Year                  N   Certified
## 53       115014.0500         Year                  Y   Certified
## 54        35018.0400         Year                  Y   Certified
## 55          230.8072         Hour                  Y   Certified
## 56       113799.6400         Year                  Y   Certified
## 57        85854.0900         Year                  Y   Certified
## 58        14174.0400         Year                  Y   Certified
## 59        47176.8400         Year                  Y   Certified
## 60         4949.2800         Year                  Y   Certified
## 61        67410.5900         Year                  Y      Denied
## 62        58791.5800         Year                  Y   Certified
## 63          103.2216         Hour                  Y      Denied
## 64        62591.5700         Year                  Y   Certified
## 65       102919.5900         Year                  Y      Denied
## 66       123468.5600         Year                  Y   Certified
## 67        82324.6400         Year                  N      Denied
## 68         5319.4900         Year                  Y   Certified
## 69       153019.9400         Year                  Y   Certified
## 70        38059.8900         Year                  Y   Certified
## 71          230.3270         Hour                  Y      Denied
## 72        61521.9200         Year                  Y   Certified
## 73       121316.5000         Year                  Y      Denied
## 74       122540.5500         Year                  Y   Certified
## 75        47170.7600         Year                  Y   Certified
## 76          330.3743         Hour                  Y      Denied
## 77         2927.3400         Year                  Y   Certified
## 78       107781.4800         Year                  Y   Certified
## 79          590.0203         Hour                  Y   Certified
## 80       194176.8300         Year                  Y      Denied
## 81       102073.8100         Year                  Y   Certified
## 82       113882.3800         Year                  Y   Certified
## 83        70778.8200         Year                  Y      Denied
## 84        84125.4800         Year                  Y   Certified
## 85       174014.5900         Year                  Y   Certified
## 86        34213.1700         Year                  Y   Certified
## 87        79813.0500         Year                  N      Denied
## 88       113327.3400         Year                  Y      Denied
## 89        78893.6400         Year                  Y      Denied
## 90       140290.1600         Year                  Y   Certified
## 91       111926.0100         Year                  Y      Denied
## 92       125880.2100         Year                  Y      Denied
## 93          527.8901         Hour                  Y      Denied
## 94        49357.9500         Year                  Y   Certified
## 95        69335.2000         Year                  Y   Certified
## 96        99737.1800         Year                  N   Certified
## 97        91449.6200         Year                  Y      Denied
## 98        34494.8600         Year                  Y   Certified
## 99          395.9950         Hour                  Y      Denied
## 100      159645.5100         Year                  Y      Denied
## 101       28243.7900         Year                  Y   Certified
## 102       43421.8800         Year                  Y   Certified
## 103       80253.7800         Year                  Y   Certified
## 104      115235.9500         Year                  Y   Certified
## 105       95200.8600         Year                  N   Certified
## 106       41613.5200         Year                  Y   Certified
## 107       64137.4100         Year                  Y      Denied
## 108       66295.4300         Year                  Y   Certified
## 109       97520.0200         Year                  Y   Certified
## 110       65164.5700         Year                  Y   Certified
## 111       73957.1700         Year                  N   Certified
## 112       71415.4300         Year                  Y   Certified
## 113       87336.5300         Year                  Y   Certified
## 114       98966.7200         Week                  Y   Certified
## 115       83503.6000         Year                  Y   Certified
## 116       57590.6600         Year                  Y   Certified
## 117       32400.2000         Week                  Y   Certified
## 118       65993.2100         Year                  Y   Certified
## 119       32161.6000         Year                  Y   Certified
## 120       16421.3700         Year                  Y      Denied
## 121      160676.3900         Year                  N   Certified
## 122       53114.0200         Year                  Y      Denied
## 123       19176.2100         Year                  Y   Certified
## 124      204832.5200         Year                  N      Denied
## 125       40256.0300         Year                  Y   Certified
## 126       38841.4400         Year                  Y   Certified
## 127      133052.8400         Year                  Y      Denied
## 128       75234.6400         Year                  N   Certified
## 129       37032.8300         Year                  Y   Certified
## 130       61617.7300         Year                  Y      Denied
## 131      247393.0100         Year                  Y   Certified
## 132         341.0229         Hour                  Y   Certified
## 133       30570.9500         Year                  Y   Certified
## 134       19477.1000         Year                  Y   Certified
## 135      164893.0000         Year                  Y   Certified
## 136      131584.5000         Year                  Y   Certified
## 137       63896.3500         Year                  Y   Certified
## 138       77883.2200         Year                  Y   Certified
## 139      108519.1400         Year                  Y   Certified
## 140       47002.5300         Year                  N   Certified
## 141       88720.2900         Year                  N   Certified
## 142       60821.7500         Year                  Y   Certified
## 143       66324.6900         Year                  Y   Certified
## 144      100398.5800         Year                  Y   Certified
## 145       51282.7500         Year                  Y   Certified
## 146       13322.7200         Year                  Y   Certified
## 147         357.8194         Hour                  Y   Certified
## 148        4787.4300         Year                  Y   Certified
## 149      149023.9200         Year                  Y   Certified
## 150      123739.4100         Year                  Y      Denied
## 151         529.1105         Hour                  Y      Denied
## 152       68933.4000         Year                  Y   Certified
## 153         412.3476         Hour                  Y      Denied
## 154      128931.5900         Year                  N   Certified
## 155       37751.5100         Year                  Y   Certified
## 156       81781.4300         Year                  Y   Certified
## 157        6256.1800         Year                  Y   Certified
## 158       44539.9700         Year                  Y   Certified
## 159      104281.7100         Year                  Y   Certified
## 160      125323.7000         Year                  Y   Certified
## 161       81816.4600         Year                  Y   Certified
## 162        4027.8500         Year                  Y   Certified
## 163       56117.3900         Year                  N   Certified
## 164      113212.1600         Year                  Y   Certified
## 165       47095.5700         Year                  Y   Certified
## 166      123437.1200         Year                  N   Certified
## 167       65894.5100         Year                  Y   Certified
## 168      174333.1900         Year                  Y      Denied
## 169         192.1570         Hour                  Y      Denied
## 170       71825.6300         Week                  Y      Denied
## 171       50362.7700         Year                  Y   Certified
## 172        9078.6200         Year                  Y   Certified
## 173       10341.8900         Year                  Y   Certified
## 174       61740.3000         Year                  Y   Certified
## 175       61031.9500         Year                  Y   Certified
## 176       31986.7900         Year                  Y   Certified
## 177       93384.3800         Year                  Y   Certified
## 178      109921.6800         Year                  Y   Certified
## 179      122535.0000         Year                  Y   Certified
## 180      105898.5400         Year                  Y      Denied
## 181      134350.4900         Year                  Y   Certified
## 182      126498.8100         Year                  Y   Certified
## 183      113366.3700         Year                  Y   Certified
## 184      100401.5200         Year                  Y   Certified
## 185      128173.9200         Year                  Y      Denied
## 186         313.8350         Hour                  Y      Denied
## 187       88809.7400         Year                  Y   Certified
## 188      138032.0000         Year                  Y      Denied
## 189         630.6600         Year                  Y   Certified
## 190       29469.1700         Year                  Y   Certified
## 191      123688.7900         Year                  Y   Certified
## 192      111179.8600         Year                  N   Certified
## 193      102909.5900         Year                  N   Certified
## 194      128850.7500         Year                  Y   Certified
## 195      113637.4000         Year                  Y   Certified
## 196      179675.5800         Year                  Y      Denied
## 197       15814.9400         Year                  Y   Certified
## 198       21511.5800         Year                  Y   Certified
## 199       94252.6200         Year                  N   Certified
## 200       89207.0700         Year                  Y   Certified
## 201       74441.1100         Year                  Y   Certified
## 202       99469.7100         Year                  Y   Certified
## 203       31890.6600         Year                  Y   Certified
## 204      167376.1300         Year                  Y   Certified
## 205      130404.7200         Year                  Y   Certified
## 206       84130.5300         Year                  Y      Denied
## 207       89079.0500         Year                  Y   Certified
## 208       82464.7400         Year                  Y   Certified
## 209         158.3807         Hour                  Y      Denied
## 210       62640.9400         Year                  N   Certified
## 211      116642.1800         Year                  N   Certified
## 212       53767.3700         Year                  Y   Certified
## 213      115777.0300         Year                  Y      Denied
## 214      101399.5100         Year                  N   Certified
## 215      146374.4800         Year                  Y      Denied
## 216       21282.8200         Year                  Y   Certified
## 217      269321.6800         Year                  N   Certified
## 218       52114.5400         Year                  Y      Denied
## 219        2390.7400         Year                  Y   Certified
## 220       73623.9400         Year                  Y   Certified
## 221      141796.3900        Month                  Y   Certified
## 222      219529.6200         Year                  Y   Certified
## 223      195404.0000         Year                  Y   Certified
## 224      158569.7200         Year                  N      Denied
## 225      135792.5200         Year                  Y   Certified
## 226      100379.6300         Year                  Y   Certified
## 227      138925.7200         Year                  N   Certified
## 228      118458.6100         Year                  Y   Certified
## 229         688.1266         Hour                  Y      Denied
## 230      112028.4500         Year                  N   Certified
## 231         808.5820         Hour                  Y      Denied
## 232      112881.3300         Year                  Y   Certified
## 233        7794.0500         Year                  Y   Certified
## 234        7113.4700         Year                  Y   Certified
## 235      100786.6200         Year                  Y   Certified
## 236       87390.5400         Year                  Y      Denied
## 237       93644.1700         Year                  Y      Denied
## 238      118555.6000         Year                  Y      Denied
## 239      114512.6900         Year                  Y      Denied
## 240       59125.1800         Year                  Y   Certified
## 241       26325.9800         Year                  Y      Denied
## 242       56606.5400        Month                  Y   Certified
## 243       51886.0400         Year                  Y      Denied
## 244       62112.2200         Week                  Y      Denied
## 245       63108.0300         Year                  Y   Certified
## 246       39452.9900         Year                  Y   Certified
## 247       80580.9700         Year                  Y   Certified
## 248       37291.8200         Year                  Y   Certified
## 249       95974.6100         Year                  Y   Certified
## 250       21846.4300         Year                  Y      Denied
## 251       61147.0700         Year                  Y   Certified
## 252      120148.7500         Year                  Y   Certified
## 253      206941.2300         Year                  N   Certified
## 254       91689.5400         Year                  Y   Certified
## 255       76214.8500         Year                  Y      Denied
## 256       65458.8800         Year                  Y      Denied
## 257       62730.5200         Year                  Y   Certified
## 258       21651.4300         Year                  Y   Certified
## 259      102598.3500         Year                  Y   Certified
## 260       56422.8100         Year                  Y   Certified
## 261      141372.2700         Year                  Y   Certified
## 262      138642.1700         Year                  Y      Denied
## 263      143628.6500         Year                  Y   Certified
## 264       35760.3600         Year                  Y   Certified
## 265        3456.8000         Year                  Y      Denied
## 266       42469.2500         Year                  Y   Certified
## 267       45614.3000         Year                  Y      Denied
## 268      108458.3100         Year                  Y   Certified
## 269       62950.3400         Year                  Y   Certified
## 270      162990.5200         Year                  Y   Certified
## 271       84521.8800         Year                  Y   Certified
## 272      141129.7000         Year                  N   Certified
## 273       85218.3500         Year                  Y      Denied
## 274         118.8400         Hour                  Y      Denied
## 275      154428.8800         Year                  N      Denied
## 276       65108.5900         Year                  Y   Certified
## 277       21001.6900         Year                  Y   Certified
## 278       57370.9600         Year                  Y   Certified
## 279       99714.2200         Year                  Y   Certified
## 280      139424.8300         Year                  Y   Certified
## 281       20951.9100         Year                  Y      Denied
## 282       66329.3700         Year                  Y   Certified
## 283       88447.6000         Year                  Y   Certified
## 284      123018.4500         Year                  Y      Denied
## 285         165.2722         Hour                  Y   Certified
## 286       12800.0200         Year                  Y   Certified
## 287      103390.4400         Year                  N   Certified
## 288       25419.5900         Year                  Y   Certified
## 289       82385.6000         Year                  Y      Denied
## 290       42761.3300         Year                  Y      Denied
## 291       98119.9400         Year                  Y   Certified
## 292        2007.2600         Year                  Y      Denied
## 293       84899.6500         Year                  Y   Certified
## 294       26813.7000         Year                  Y   Certified
## 295         367.3100         Year                  Y   Certified
## 296      116370.4700         Year                  Y   Certified
## 297       32086.0900         Year                  Y   Certified
## 298      205084.5900         Year                  Y      Denied
## 299       45860.8700         Year                  Y   Certified
## 300       69741.0500         Year                  Y   Certified
## 301      101371.2100         Year                  Y   Certified
## 302       93644.4700         Year                  Y   Certified
## 303         248.0100         Hour                  Y      Denied
## 304      155042.9900         Year                  Y   Certified
## 305         596.2488         Hour                  Y   Certified
## 306       53304.0400         Year                  Y   Certified
## 307       34738.6500         Year                  Y   Certified
## 308       69375.0000         Year                  Y   Certified
## 309       30066.1600         Year                  Y   Certified
## 310       67204.5400         Year                  Y   Certified
## 311       56065.5300         Year                  Y   Certified
## 312       18035.3600         Year                  Y   Certified
## 313      100850.5200         Year                  Y   Certified
## 314      133586.5800         Year                  Y      Denied
## 315       24968.7000         Year                  N      Denied
## 316      115801.0900         Year                  Y   Certified
## 317         268.1379         Hour                  Y   Certified
## 318         667.4133         Hour                  Y   Certified
## 319         117.8500         Hour                  Y      Denied
## 320      112655.0200         Year                  Y   Certified
## 321      135250.4200         Year                  Y   Certified
## 322      132240.6500         Year                  Y   Certified
## 323       65376.0700         Year                  Y   Certified
## 324      111254.6800         Year                  Y   Certified
## 325       94830.4600         Year                  Y   Certified
## 326      232227.3300         Year                  Y   Certified
## 327      125246.8300         Year                  Y   Certified
## 328       36028.5400         Year                  Y   Certified
## 329      238691.3200         Year                  N      Denied
## 330       34168.3100         Year                  Y   Certified
## 331       91290.3800         Year                  Y   Certified
## 332       83239.2900         Year                  Y   Certified
## 333       62586.7000         Year                  Y      Denied
## 334       29260.8600         Year                  Y   Certified
## 335       84716.6200         Year                  N   Certified
## 336       54424.6200         Year                  Y   Certified
## 337       16551.4600         Year                  Y   Certified
## 338       42321.9600         Year                  Y      Denied
## 339          15.7716         Hour                  Y   Certified
## 340      104457.2900         Year                  Y   Certified
## 341       69113.9600         Year                  Y   Certified
## 342       66711.2100         Year                  N   Certified
## 343       25512.4600         Year                  Y   Certified
## 344       20687.3600         Year                  Y      Denied
## 345       97325.1300         Year                  Y      Denied
## 346      120371.7200         Year                  Y   Certified
## 347       51610.2400         Year                  Y   Certified
## 348       96146.0900         Year                  N      Denied
## 349      220448.1700         Year                  N      Denied
## 350       23272.2100         Year                  Y   Certified
## 351      106937.8400         Year                  Y      Denied
## 352       37069.3000         Year                  Y   Certified
## 353       98331.3200         Year                  Y   Certified
## 354        3683.4300         Year                  Y   Certified
## 355      196668.7700         Year                  N   Certified
## 356       69228.8200         Year                  Y      Denied
## 357       33645.8700         Year                  Y      Denied
## 358      109700.5800         Year                  Y   Certified
## 359       30668.3200         Year                  Y      Denied
## 360       99753.8000         Year                  Y   Certified
## 361       68751.1900         Year                  Y   Certified
## 362      111724.6600         Year                  N   Certified
## 363         227.1764         Hour                  Y   Certified
## 364       86133.7700         Year                  Y   Certified
## 365       43754.7000         Year                  Y      Denied
## 366       67492.7800         Week                  Y   Certified
## 367       48943.4300         Year                  Y   Certified
## 368       49256.6300         Year                  Y   Certified
## 369      112853.7300         Year                  Y   Certified
## 370      144312.4800         Year                  Y   Certified
## 371       93506.6200         Year                  Y   Certified
## 372      198752.6400         Year                  N      Denied
## 373       18476.2700         Year                  Y   Certified
## 374       97353.1500         Year                  N      Denied
## 375      152912.9900         Year                  Y      Denied
## 376       50067.1600         Year                  Y   Certified
## 377       85495.8400         Year                  Y   Certified
## 378       19525.4900         Year                  Y   Certified
## 379       32506.1400         Year                  Y      Denied
## 380      197452.1800         Year                  N   Certified
## 381       45850.3300         Year                  Y   Certified
## 382       53519.5100         Year                  Y   Certified
## 383      142325.7400         Year                  Y   Certified
## 384       74603.2000         Year                  Y      Denied
## 385      124317.3300         Year                  Y   Certified
## 386         323.7000         Year                  Y   Certified
## 387       73225.2800         Year                  Y   Certified
## 388      101949.0500         Year                  Y   Certified
## 389      107875.5100         Year                  Y   Certified
## 390       68683.1900         Year                  Y   Certified
## 391      137985.2500         Year                  Y      Denied
## 392       35868.6900         Year                  Y   Certified
## 393       21976.6800         Year                  Y   Certified
## 394       79840.1200         Year                  Y      Denied
## 395       99201.0100         Year                  Y   Certified
## 396       64084.2300         Year                  Y   Certified
## 397      123519.7100         Year                  Y   Certified
## 398       11287.4200         Year                  Y   Certified
## 399       45261.2600         Year                  Y   Certified
## 400      112831.0300         Year                  Y      Denied
## 401      113927.9900         Week                  Y   Certified
## 402      103200.4500         Year                  Y   Certified
## 403       33049.7600         Year                  Y   Certified
## 404      113911.2700         Year                  N      Denied
## 405      197676.1500         Year                  Y   Certified
## 406         293.3152         Hour                  Y      Denied
## 407         206.4596         Hour                  Y   Certified
## 408      157199.7800         Year                  Y   Certified
## 409       81806.4200         Year                  Y   Certified
## 410      100969.8900         Year                  Y   Certified
## 411       59533.7800         Year                  Y   Certified
## 412       27345.6800         Year                  Y      Denied
## 413       26459.6700         Year                  Y   Certified
## 414       65681.0000         Year                  Y   Certified
## 415       12367.8600         Year                  Y   Certified
## 416         297.1948         Hour                  Y      Denied
## 417       79380.0000         Year                  Y   Certified
## 418      108989.7500         Year                  N   Certified
## 419       56188.1300         Year                  Y   Certified
## 420      188992.6300         Year                  N   Certified
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## 422       94230.5100         Year                  Y      Denied
## 423       20141.7000         Year                  Y      Denied
## 424       18679.6300         Year                  Y   Certified
## 425       27280.5300         Year                  N   Certified
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## 427      102915.0700         Year                  Y   Certified
## 428      230750.4800         Year                  N   Certified
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## 430      113440.6600         Year                  Y   Certified
## 431         547.5103         Hour                  Y   Certified
## 432       31023.4700         Year                  Y   Certified
## 433       95886.8000         Year                  N      Denied
## 434         411.2051         Hour                  Y      Denied
## 435      129450.6400         Year                  N   Certified
## 436       69068.2600         Year                  Y      Denied
## 437       27132.3400         Year                  Y      Denied
## 438       72239.4800         Year                  Y      Denied
## 439       88925.5900        Month                  Y      Denied
## 440       67086.0200         Year                  Y   Certified
## 441       83824.9400         Year                  Y      Denied
## 442       23649.6400         Year                  Y   Certified
## 443      118922.8400         Year                  Y      Denied
## 444         104.2300         Hour                  Y      Denied
## 445      114790.5800         Year                  Y   Certified
## 446      170188.9500         Year                  Y      Denied
## 447        1857.3900         Year                  Y   Certified
## 448      122859.3700         Year                  Y   Certified
## 449       86901.2300         Year                  N   Certified
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## 452       22784.5200         Year                  Y   Certified
## 453       62656.1200         Year                  Y   Certified
## 454      124439.7600         Year                  Y   Certified
## 455       72354.9600         Year                  Y   Certified
## 456       43147.3800         Year                  Y   Certified
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## 458      235339.9100         Year                  Y   Certified
## 459       41696.7500         Year                  Y   Certified
## 460       92071.0000         Year                  N   Certified
## 461       46080.7500         Year                  Y   Certified
## 462      172504.7100         Year                  Y   Certified
## 463       40926.8100         Year                  Y   Certified
## 464       95560.4500         Year                  N   Certified
## 465      115034.4600         Year                  Y   Certified
## 466       28280.5300         Year                  Y   Certified
## 467       36979.1600         Year                  Y   Certified
## 468       10057.2400         Year                  Y      Denied
## 469       71977.5400         Year                  Y   Certified
## 470       27656.0200         Year                  Y      Denied
## 471       50293.8300         Year                  Y   Certified
## 472      143415.7900         Year                  N      Denied
## 473       37830.1600         Year                  Y      Denied
## 474       90094.2200         Year                  Y      Denied
## 475       23389.5300         Year                  Y   Certified
## 476       88698.5100         Year                  Y   Certified
## 477       43697.9400         Year                  Y   Certified
## 478       81724.7200         Year                  Y   Certified
## 479       89443.7200         Week                  Y   Certified
## 480       28237.1300         Year                  Y      Denied
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## 482       24496.7100         Year                  Y   Certified
## 483       67959.4200         Year                  Y   Certified
## 484       27471.4100         Year                  Y   Certified
## 485      132453.4300         Year                  Y   Certified
## 486      137179.3400         Year                  Y      Denied
## 487      161738.6700         Year                  Y   Certified
## 488       78673.0000         Year                  Y      Denied
## 489       75960.4600         Year                  Y   Certified
## 490       33630.8200         Year                  Y   Certified
## 491       64422.6500         Year                  Y      Denied
## 492       52988.1700         Year                  Y      Denied
## 493         521.0385         Hour                  Y      Denied
## 494      232680.6500         Year                  Y   Certified
## 495      102169.6100         Year                  Y   Certified
## 496       92218.7600         Year                  Y      Denied
## 497      125925.7100         Year                  N   Certified
## 498       24197.9200         Year                  Y   Certified
## 499       97931.9900        Month                  Y   Certified
## 500       61744.5700         Year                  N   Certified
## 501       92549.5200         Year                  N   Certified
## 502       23128.9500         Year                  Y      Denied
## 503       10793.4500         Year                  Y      Denied
## 504      138190.1500         Year                  Y   Certified
## 505       43881.6500         Year                  N   Certified
## 506       98263.2000         Year                  Y   Certified
## 507       25114.1000         Year                  Y   Certified
## 508       23945.3800         Year                  Y   Certified
## 509       19311.8200         Year                  Y   Certified
## 510      144869.0900         Year                  Y   Certified
## 511       63512.5700         Year                  Y   Certified
## 512       76452.7000         Year                  Y      Denied
## 513         795.4405         Hour                  Y   Certified
## 514       66972.4100         Year                  Y   Certified
## 515      256261.7800         Year                  Y   Certified
## 516       85004.9900         Year                  Y   Certified
## 517       98124.9500         Year                  Y   Certified
## 518       13241.6400         Year                  Y   Certified
## 519         572.8227         Hour                  N      Denied
## 520       19838.5100         Year                  Y   Certified
## 521       95018.1700         Year                  Y   Certified
## 522      162988.1200         Year                  Y   Certified
## 523      131023.3700         Year                  Y      Denied
## 524       55076.1600         Year                  Y   Certified
## 525       82450.6800         Year                  Y   Certified
## 526      133468.5800         Year                  Y   Certified
## 527         786.5458         Hour                  Y   Certified
## 528       59136.1300         Year                  Y   Certified
## 529      105987.0700         Year                  Y   Certified
## 530         252.4300         Hour                  N      Denied
## 531       73896.5000         Year                  Y   Certified
## 532       26374.6600         Year                  Y   Certified
## 533      108888.4900         Year                  Y   Certified
## 534      128167.3300         Year                  Y   Certified
## 535       37688.6200         Year                  Y      Denied
## 536       66092.2500         Year                  Y      Denied
## 537       34249.6700         Year                  Y   Certified
## 538       99671.6600         Year                  Y      Denied
## 539       52654.7300         Year                  Y   Certified
## 540      104068.7700         Year                  Y   Certified
## 541       82793.8000        Month                  Y   Certified
## 542      130636.6800         Year                  Y   Certified
## 543       90951.0600         Year                  Y      Denied
## 544       30531.0300         Year                  Y   Certified
## 545       49122.0700         Year                  Y   Certified
## 546      126935.9000         Year                  N   Certified
## 547       79576.5900         Year                  Y      Denied
## 548      206970.6700         Year                  N   Certified
## 549       53077.8800         Year                  Y   Certified
## 550       43231.4700         Year                  Y      Denied
## 551        7777.5500         Year                  Y      Denied
## 552      262189.0000         Year                  N   Certified
## 553       90881.9600         Year                  Y      Denied
## 554      119767.2200         Year                  N   Certified
## 555       53669.9800         Year                  N   Certified
## 556      133170.7000         Year                  N   Certified
## 557         314.6393         Hour                  Y   Certified
## 558       21853.7400         Year                  Y      Denied
## 559      117998.4700         Year                  N      Denied
## 560       11404.5800         Year                  Y   Certified
## 561      122141.5500         Year                  Y      Denied
## 562      153372.7300         Year                  Y   Certified
## 563      103847.9000         Year                  Y   Certified
## 564       82553.1300         Year                  Y      Denied
## 565       27790.8200         Year                  Y   Certified
## 566       97466.9100         Year                  Y   Certified
## 567       57972.2500         Year                  Y   Certified
## 568      130563.1200         Year                  Y   Certified
## 569       35504.9300         Week                  Y      Denied
## 570      109604.4000         Year                  Y   Certified
## 571        7439.9100         Year                  Y   Certified
## 572       80604.6600         Year                  N   Certified
## 573       68564.8500         Year                  Y   Certified
## 574       25942.0300         Year                  Y   Certified
## 575       70445.6700         Year                  Y   Certified
## 576       60158.5900         Year                  Y   Certified
## 577      101026.3900         Year                  Y   Certified
## 578      149452.3000         Year                  Y   Certified
## 579      110382.9000         Year                  Y   Certified
## 580       44040.1100         Year                  Y   Certified
## 581       62328.1600         Year                  Y   Certified
## 582       37049.3400         Year                  Y      Denied
## 583      100524.2800         Year                  Y   Certified
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## 585       75815.3900         Year                  Y   Certified
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## 588      125926.1800         Year                  Y   Certified
## 589       21428.5800         Year                  Y   Certified
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## 591       32228.8200         Year                  Y   Certified
## 592      152569.4600         Year                  Y   Certified
## 593       12210.0100         Year                  Y      Denied
## 594         862.3799         Hour                  Y      Denied
## 595       81285.8800         Year                  Y      Denied
## 596       29099.8100         Year                  Y   Certified
## 597      111681.6600         Year                  N   Certified
## 598      164341.9600         Year                  Y   Certified
## 599      149649.9100         Year                  Y   Certified
## 600       62487.1400         Year                  Y   Certified
## 601       35194.5100         Year                  Y   Certified
## 602       27978.0800         Year                  Y   Certified
## 603       99013.0200         Year                  Y   Certified
## 604       14034.5100         Year                  Y      Denied
## 605       94398.9700         Year                  Y   Certified
## 606       39917.2000         Year                  Y      Denied
## 607       70105.8000         Year                  N   Certified
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## 609      137769.4200         Year                  N   Certified
## 610       76138.6400         Year                  Y   Certified
## 611       92324.9100         Year                  Y   Certified
## 612      117587.2600         Year                  Y   Certified
## 613       49684.2300         Year                  Y   Certified
## 614       47844.1200         Year                  N   Certified
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## 617       98429.3800         Year                  Y   Certified
## 618       35911.8100         Year                  Y   Certified
## 619      200084.9000         Year                  Y   Certified
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## 621      138622.7300         Year                  Y   Certified
## 622      105274.6500         Year                  Y   Certified
## 623      250510.6700         Year                  Y   Certified
## 624      209993.7800         Year                  Y      Denied
## 625       77912.6700         Year                  Y   Certified
## 626       86235.9600         Year                  Y   Certified
## 627      144090.1900         Year                  Y   Certified
## 628      147054.8500         Year                  Y   Certified
## 629       73503.7200         Year                  Y   Certified
## 630      123316.7500         Year                  Y   Certified
## 631       81640.6900         Year                  Y   Certified
## 632       53999.5200         Year                  Y   Certified
## 633       28023.6800         Year                  Y   Certified
## 634       30393.5700         Year                  N   Certified
## 635           3.3188         Hour                  Y      Denied
## 636      105225.8800         Year                  Y   Certified
## 637       87165.0000         Year                  Y   Certified
## 638       58800.7600         Year                  Y   Certified
## 639       90643.9300         Year                  Y   Certified
## 640       84698.1700         Year                  N   Certified
## 641      153307.6200         Year                  Y      Denied
## 642       94134.4700         Year                  Y      Denied
## 643       81523.8200         Year                  N   Certified
## 644      165723.2000         Year                  Y      Denied
## 645       74880.6500         Year                  Y   Certified
## 646       51840.3400         Year                  Y   Certified
## 647      110427.5700         Year                  Y   Certified
## 648      113374.5100         Year                  Y   Certified
## 649      134356.0000         Year                  Y   Certified
## 650       21924.2100         Year                  Y   Certified
## 651       48191.1800         Year                  Y   Certified
## 652      125014.6900         Year                  Y   Certified
## 653      146020.7400         Year                  N   Certified
## 654       35021.5900         Year                  Y      Denied
## 655      111289.3900         Year                  Y   Certified
## 656       24055.3900         Year                  Y   Certified
## 657       15506.4000         Week                  Y   Certified
## 658       45029.5000         Year                  N      Denied
## 659       10837.1500         Year                  Y   Certified
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## 661       52672.9600         Year                  Y   Certified
## 662      118601.7200         Year                  Y      Denied
## 663       72230.6500         Year                  Y   Certified
## 664      102237.7400         Year                  Y   Certified
## 665       30409.9400         Year                  Y   Certified
## 666       74237.6800         Year                  Y   Certified
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## 669       64938.7100         Year                  Y   Certified
## 670      218554.7800         Year                  Y   Certified
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## 672      212159.1400         Year                  Y      Denied
## 673         963.0685         Hour                  Y      Denied
## 674       59665.2800         Year                  Y      Denied
## 675      256205.3800         Year                  N   Certified
## 676      116867.5900         Year                  Y   Certified
## 677       98467.8800         Year                  Y   Certified
## 678       20185.7600         Year                  Y   Certified
## 679      140154.9100         Year                  Y   Certified
## 680       65393.2700         Year                  Y      Denied
## 681      142176.7500         Year                  Y   Certified
## 682      107882.3100         Year                  Y      Denied
## 683       35578.6100         Year                  Y      Denied
## 684      104895.3200         Year                  Y   Certified
## 685       31857.8800         Year                  Y   Certified
## 686        3732.4300         Year                  Y      Denied
## 687       92051.7100         Year                  Y   Certified
## 688      101086.7700         Year                  Y   Certified
## 689      110050.5400         Year                  Y   Certified
## 690       92835.6800         Year                  Y   Certified
## 691         574.2465         Hour                  Y      Denied
## 692      113043.1600         Year                  Y   Certified
## 693      148964.5300         Year                  Y   Certified
## 694       73401.2100         Year                  Y   Certified
## 695       62273.3900         Week                  Y   Certified
## 696      106725.3500         Year                  Y   Certified
## 697      143188.4000         Year                  Y   Certified
## 698       53557.1800         Year                  Y   Certified
## 699       86368.9800         Year                  Y      Denied
## 700       68182.6300         Year                  Y   Certified
## 701       41180.8400         Year                  Y   Certified
## 702       51177.1100         Year                  Y      Denied
## 703       26097.4500         Year                  Y   Certified
## 704       90711.5700         Year                  Y      Denied
## 705       27510.7800         Year                  Y   Certified
## 706       45530.1100         Year                  Y   Certified
## 707       60065.9500         Year                  Y   Certified
## 708       80373.1300         Year                  Y   Certified
## 709       92422.7400         Year                  Y   Certified
## 710       37488.0600         Year                  Y   Certified
## 711       31932.6900         Year                  Y   Certified
## 712      128946.0600         Year                  Y      Denied
## 713       24439.1800         Year                  Y   Certified
## 714         138.6900         Hour                  Y      Denied
## 715       44233.5200         Year                  Y   Certified
## 716      101607.4900         Year                  N   Certified
## 717       42704.0000         Year                  Y   Certified
## 718      126746.7900         Year                  Y   Certified
## 719      153573.5600         Year                  Y   Certified
## 720      140381.5100         Year                  N   Certified
## 721      113603.0700         Year                  Y   Certified
## 722       14742.8000         Year                  Y   Certified
## 723       54639.4900         Year                  Y      Denied
## 724         298.1357         Hour                  Y      Denied
## 725       45318.9300         Year                  Y   Certified
## 726       62003.2300         Year                  Y   Certified
## 727       84801.6300         Year                  Y   Certified
## 728       66781.7600         Year                  N   Certified
## 729       17561.4800         Year                  Y      Denied
## 730       25989.8500         Year                  Y   Certified
## 731       60321.9700         Year                  Y   Certified
## 732       91822.7500         Year                  N      Denied
## 733         225.6413         Hour                  Y   Certified
## 734       22871.5300         Year                  Y   Certified
## 735         382.2433         Hour                  Y      Denied
## 736      112102.9800         Year                  Y   Certified
## 737       95310.7400         Year                  Y   Certified
## 738       61829.3100         Year                  Y   Certified
## 739         851.4471         Hour                  Y      Denied
## 740       26055.3000         Year                  Y   Certified
## 741      163906.8800         Year                  N   Certified
## 742       45833.7100         Year                  Y   Certified
## 743       28534.6700         Year                  Y   Certified
## 744       75796.8500         Year                  Y   Certified
## 745         724.0276         Hour                  Y   Certified
## 746       43425.9300         Year                  Y   Certified
## 747         698.9778         Hour                  Y   Certified
## 748       21765.1000         Year                  Y   Certified
## 749      157465.7400         Year                  Y   Certified
## 750         630.2337         Hour                  Y   Certified
## 751       23969.4500         Year                  Y   Certified
## 752      111720.0800         Year                  Y      Denied
## 753      102986.3400         Year                  Y   Certified
## 754       88664.7700         Year                  Y   Certified
## 755      101292.3300         Year                  Y   Certified
## 756       18251.1000         Year                  Y      Denied
## 757      108690.7900         Year                  Y   Certified
## 758       88468.4100         Year                  Y      Denied
## 759      170788.7800         Year                  Y   Certified
## 760       69984.7900         Year                  Y      Denied
## 761       68640.8900         Year                  Y   Certified
## 762      129255.9100         Year                  Y   Certified
## 763       81707.9600         Year                  Y   Certified
## 764       60937.3500         Year                  Y   Certified
## 765      135441.4700         Year                  Y   Certified
## 766       65500.1900         Year                  Y   Certified
## 767      108235.7200         Year                  Y   Certified
## 768       31190.5600         Year                  Y   Certified
## 769       36600.6600         Year                  Y   Certified
## 770      141020.0400         Year                  Y      Denied
## 771      155605.0200         Year                  Y   Certified
## 772       62446.6900         Year                  Y   Certified
## 773        9939.6700         Year                  Y   Certified
## 774        9693.0600         Year                  Y   Certified
## 775       18332.2500         Year                  Y      Denied
## 776       77487.0800         Year                  Y   Certified
## 777       50417.7800         Year                  Y   Certified
## 778       76900.0500         Year                  Y   Certified
## 779       40475.4100         Year                  Y   Certified
## 780       46457.5300         Year                  Y   Certified
## 781         491.9991         Hour                  Y   Certified
## 782       38962.3400         Year                  Y   Certified
## 783       35244.7000         Year                  Y   Certified
## 784       72479.7600         Year                  N   Certified
## 785       13324.9100         Year                  N   Certified
## 786         438.8550         Hour                  Y      Denied
## 787       33645.7500         Year                  Y   Certified
## 788       39848.7800         Year                  N   Certified
## 789       47773.5000         Year                  Y   Certified
## 790         868.2749         Hour                  N      Denied
## 791       14125.3600         Year                  Y   Certified
## 792      143921.5800         Year                  Y      Denied
## 793       17773.5300         Year                  Y   Certified
## 794       87966.4700         Year                  Y   Certified
## 795       20314.1400         Year                  Y   Certified
## 796       22667.4600         Year                  N   Certified
## 797      108527.7900         Year                  Y   Certified
## 798       30077.2500         Year                  Y   Certified
## 799       26164.4700         Year                  Y      Denied
## 800       28611.1100         Year                  Y      Denied
## 801      127242.7900         Year                  Y      Denied
## 802         924.8300         Year                  Y      Denied
## 803       39353.2200         Year                  Y   Certified
## 804       54981.4400         Year                  Y   Certified
## 805      119943.8800         Year                  Y      Denied
## 806       61680.2300         Year                  Y   Certified
## 807       16196.9900         Year                  Y   Certified
## 808      162410.9500         Year                  N   Certified
## 809       80375.2500         Year                  Y   Certified
## 810       71113.2000         Year                  Y   Certified
## 811      116374.6900         Year                  Y      Denied
## 812         298.8956         Hour                  Y   Certified
## 813         185.2334         Hour                  Y      Denied
## 814       34770.1000         Year                  Y   Certified
## 815       98261.8500         Year                  Y   Certified
## 816       82110.6800         Year                  Y      Denied
## 817       87058.7800         Year                  Y   Certified
## 818      135763.0500         Year                  N      Denied
## 819       96786.8800         Year                  Y   Certified
## 820      221944.2200         Year                  Y   Certified
## 821      171890.0500         Year                  Y   Certified
## 822       50282.8000         Year                  Y      Denied
## 823       27532.5200         Year                  Y   Certified
## 824       53970.4500         Year                  Y      Denied
## 825        4371.1400         Year                  Y   Certified
## 826       45855.8800         Week                  Y   Certified
## 827       22815.2700         Year                  Y   Certified
## 828      101072.9900         Year                  Y   Certified
## 829       82062.2900         Year                  Y   Certified
## 830      120260.9600         Year                  N   Certified
## 831      101824.5000         Year                  Y   Certified
## 832       34229.4500         Year                  Y   Certified
## 833      129701.9400         Year                  Y   Certified
## 834       66433.7900         Year                  N   Certified
## 835       27828.0800         Year                  Y      Denied
## 836       69435.5400         Year                  Y   Certified
## 837       10084.1100         Year                  Y      Denied
## 838       64888.1200         Year                  Y   Certified
## 839       47639.5600         Year                  Y   Certified
## 840          61.1329         Hour                  Y      Denied
## 841       87397.1900         Year                  Y   Certified
## 842      105974.3300         Year                  Y   Certified
## 843       79908.7300         Year                  Y   Certified
## 844      113260.0700         Year                  Y      Denied
## 845      103232.1000         Year                  Y      Denied
## 846       75257.3000         Year                  Y   Certified
## 847      105748.8300         Year                  Y   Certified
## 848         122.5500         Hour                  Y   Certified
## 849         702.8717         Hour                  Y   Certified
## 850      109611.5500         Year                  Y   Certified
## 851         746.5986         Hour                  Y      Denied
## 852       72618.3500         Year                  Y   Certified
## 853         216.1500         Hour                  Y      Denied
## 854       97504.0700         Year                  N   Certified
## 855      142827.0700         Year                  N   Certified
## 856       75098.7900         Year                  Y      Denied
## 857      104593.3700         Year                  Y   Certified
## 858       18502.5000         Year                  Y   Certified
## 859      104044.4000         Year                  Y   Certified
## 860       18706.8600         Year                  Y   Certified
## 861       96192.5800         Year                  Y   Certified
## 862       25488.0900         Year                  Y      Denied
## 863       40804.6300         Year                  Y      Denied
## 864       58434.1500         Year                  N   Certified
## 865       20211.1000         Year                  Y      Denied
## 866       65759.7800         Year                  N   Certified
## 867      143194.8500         Year                  Y   Certified
## 868         467.5247         Hour                  Y   Certified
## 869       70544.1200         Year                  Y   Certified
## 870       49248.0800         Year                  Y   Certified
## 871      103164.2600         Year                  Y   Certified
## 872      107772.4200         Year                  Y   Certified
## 873       65842.4000         Year                  Y   Certified
## 874       12759.6300         Year                  Y   Certified
## 875       38933.7000         Year                  Y      Denied
## 876      122324.2200         Year                  N   Certified
## 877          82.0029         Hour                  Y      Denied
## 878         174.5940         Hour                  Y      Denied
## 879       89991.9500         Year                  Y   Certified
## 880      111021.0800         Year                  Y   Certified
## 881      206997.9300         Year                  Y      Denied
## 882       44332.3600         Year                  Y   Certified
## 883      152856.7900         Year                  N      Denied
## 884      143260.4700         Year                  Y   Certified
## 885      215240.7000         Year                  Y   Certified
## 886       86070.8700         Year                  Y      Denied
## 887      103341.3200         Year                  N   Certified
## 888      109033.7200         Year                  Y   Certified
## 889       85647.0600         Year                  Y      Denied
## 890         100.1000         Hour                  Y      Denied
## 891       45108.9200         Year                  Y      Denied
## 892       51408.5700         Year                  Y   Certified
## 893       40030.5600         Year                  Y   Certified
## 894       40223.9700         Year                  Y   Certified
## 895       56651.0900         Year                  Y   Certified
## 896      109111.3700         Year                  Y      Denied
## 897      160323.8400         Year                  Y   Certified
## 898       91167.6400         Year                  Y   Certified
## 899       95415.3000         Year                  Y   Certified
## 900       43427.2700         Year                  Y   Certified
## 901       95920.8700         Year                  Y      Denied
## 902       95745.5800         Year                  Y   Certified
## 903       71594.6200         Year                  Y      Denied
## 904       23954.3100         Year                  Y   Certified
## 905      116577.9400         Year                  Y   Certified
## 906       60750.7900         Year                  Y   Certified
## 907       62213.4900         Year                  N   Certified
## 908       75757.9000         Year                  N      Denied
## 909       72752.6400         Year                  Y      Denied
## 910       91772.5400         Year                  Y   Certified
## 911       95333.4500         Year                  Y   Certified
## 912      172316.3900         Year                  Y   Certified
## 913       71078.6000         Year                  N   Certified
## 914      109177.7300         Year                  N   Certified
## 915      110328.1000         Year                  Y      Denied
## 916      137905.2800         Year                  Y      Denied
## 917       10355.6400         Year                  Y      Denied
## 918       64445.9800         Year                  Y   Certified
## 919       83274.1200         Year                  Y      Denied
## 920       62729.6900         Year                  N   Certified
## 921       37505.2600         Year                  Y   Certified
## 922       71707.3600         Year                  Y   Certified
## 923       90939.9600         Year                  Y   Certified
## 924       14671.6500         Year                  Y   Certified
## 925       68952.0400         Year                  Y   Certified
## 926       24642.8500         Year                  Y   Certified
## 927      149133.3600         Year                  Y   Certified
## 928       28399.2200         Year                  Y   Certified
## 929       62207.6100         Year                  Y   Certified
## 930         597.9000         Year                  Y   Certified
## 931       98871.5800         Year                  Y   Certified
## 932         240.7297         Hour                  Y   Certified
## 933        4855.3500         Year                  Y      Denied
## 934       58820.0800         Year                  Y   Certified
## 935       94129.2800         Year                  Y   Certified
## 936      123273.6800         Year                  Y   Certified
## 937       93179.7000         Year                  Y      Denied
## 938       56474.0800         Year                  Y      Denied
## 939       26803.3400         Year                  Y   Certified
## 940       41178.5600         Year                  Y   Certified
## 941       72863.2000         Year                  Y   Certified
## 942      113052.4800         Year                  N   Certified
## 943      229950.7000         Week                  Y      Denied
## 944       19383.2500         Year                  Y   Certified
## 945      158144.1600         Year                  Y   Certified
## 946      132092.7000         Year                  Y   Certified
## 947       36364.2900         Year                  Y   Certified
## 948      105152.5700         Year                  N   Certified
## 949       40552.4600         Year                  N      Denied
## 950       43614.4900         Year                  Y   Certified
## 951       78916.9600         Year                  Y   Certified
## 952      138315.1400         Year                  Y   Certified
## 953      174812.8400         Year                  Y   Certified
## 954       71761.3600         Year                  N   Certified
## 955       74635.0800         Year                  Y   Certified
## 956       75224.5300         Year                  Y      Denied
## 957       74877.3900         Year                  Y      Denied
## 958       62891.2900         Year                  Y   Certified
## 959      115239.7900         Year                  Y   Certified
## 960       99037.5700         Year                  N      Denied
## 961       97469.6900         Year                  Y      Denied
## 962       69825.5000         Year                  Y      Denied
## 963         276.7576         Hour                  Y      Denied
## 964        3435.9900         Year                  Y   Certified
## 965       32421.0500         Year                  Y      Denied
## 966      122187.3500         Year                  Y   Certified
## 967       62376.1200         Year                  Y   Certified
## 968       41360.5000         Year                  Y   Certified
## 969      103813.1500         Year                  Y   Certified
## 970      139924.1400         Year                  Y   Certified
## 971       32341.1200         Year                  Y   Certified
## 972       26217.3400         Year                  Y   Certified
## 973       65227.9900         Year                  Y   Certified
## 974       81132.1500         Year                  Y   Certified
## 975       79079.8700         Year                  Y   Certified
## 976      132150.7300         Year                  Y   Certified
## 977       98867.4700         Year                  Y   Certified
## 978         311.1659         Hour                  Y   Certified
## 979       41439.8700         Year                  Y   Certified
## 980      106460.4300         Year                  Y   Certified
## 981       30497.9700         Year                  Y      Denied
## 982       89256.6800         Year                  Y   Certified
## 983       95016.9700         Year                  Y      Denied
## 984       16780.5700         Year                  Y   Certified
## 985       78553.0900         Year                  Y      Denied
## 986      125702.6500         Year                  Y   Certified
## 987       29951.7200         Year                  Y   Certified
## 988      144548.8200         Year                  Y   Certified
## 989       50956.9900         Year                  Y   Certified
## 990       70892.1200         Year                  Y   Certified
## 991       72626.0000         Year                  Y   Certified
## 992       39114.0300         Year                  Y   Certified
## 993      142300.5400         Year                  Y   Certified
## 994         314.2371         Hour                  Y      Denied
## 995       56495.9900         Year                  Y   Certified
## 996          47.4872         Hour                  Y   Certified
## 997      109711.8100         Year                  N      Denied
## 998      208952.0200         Year                  Y   Certified
## 999       88780.7600         Year                  Y      Denied
## 1000      48947.8500         Year                  Y   Certified
## 1001        665.1571         Hour                  Y      Denied
## 1002     173345.7100         Year                  N   Certified
## 1003     124900.1600         Year                  Y   Certified
## 1004        192.8448         Hour                  Y      Denied
## 1005     121287.7200         Year                  N   Certified
## 1006        537.2994         Hour                  Y      Denied
## 1007      98771.7400         Year                  Y   Certified
## 1008     112264.8400         Year                  Y   Certified
## 1009      46305.5400         Year                  N      Denied
## 1010      40719.2600         Year                  Y   Certified
## 1011     144384.1000         Year                  Y   Certified
## 1012     112115.1100         Year                  N      Denied
## 1013      62010.9500         Year                  Y   Certified
## 1014      66828.9000         Year                  Y   Certified
## 1015      94932.0100         Year                  Y      Denied
## 1016      45799.4100         Year                  Y   Certified
## 1017      68950.7900         Year                  Y   Certified
## 1018     110781.9000         Year                  N   Certified
## 1019      44219.3500         Year                  Y      Denied
## 1020     110391.4200         Year                  Y   Certified
## 1021      21110.8200         Year                  Y   Certified
## 1022      40825.9800         Year                  Y      Denied
## 1023     116341.8300         Year                  Y   Certified
## 1024     117134.8400         Year                  Y   Certified
## 1025     122257.1600         Year                  Y   Certified
## 1026       5401.1400         Year                  Y   Certified
## 1027      53741.4800         Year                  Y   Certified
## 1028     150091.7900         Year                  Y   Certified
## 1029      33987.1700         Year                  Y      Denied
## 1030      84393.4400         Year                  Y   Certified
## 1031        231.1253         Hour                  Y   Certified
## 1032      38406.2900         Year                  Y   Certified
## 1033      78213.3700         Year                  Y   Certified
## 1034      63278.7500         Year                  Y   Certified
## 1035     170656.5500         Year                  N   Certified
## 1036      64310.9400         Year                  Y   Certified
## 1037      64069.5300         Year                  Y   Certified
## 1038     148046.9700         Year                  Y      Denied
## 1039     222628.8400         Year                  Y   Certified
## 1040      62170.4700         Year                  Y   Certified
## 1041     120763.9800         Year                  N   Certified
## 1042      25041.8100         Year                  Y   Certified
## 1043        434.3017         Hour                  Y   Certified
## 1044      81492.5000         Year                  Y      Denied
## 1045     161041.9700         Year                  Y   Certified
## 1046      38517.0400         Year                  Y   Certified
## 1047      27952.9700         Year                  Y   Certified
## 1048      45594.6900         Year                  Y   Certified
## 1049     229819.6900         Year                  Y   Certified
## 1050      79230.6700         Year                  N   Certified
## 1051      32222.3600         Year                  Y   Certified
## 1052      52031.8100         Year                  Y   Certified
## 1053     114592.8500         Year                  Y   Certified
## 1054     140100.6500         Year                  Y      Denied
## 1055      88052.6500         Year                  Y   Certified
## 1056     118280.5200         Year                  Y      Denied
## 1057       8352.9900         Week                  Y      Denied
## 1058     114128.0100         Year                  Y   Certified
## 1059      49453.0800         Year                  Y   Certified
## 1060      81359.3500         Year                  Y   Certified
## 1061      91390.8400         Year                  Y   Certified
## 1062      59171.3100         Year                  Y   Certified
## 1063      53348.0000         Year                  Y   Certified
## 1064       5245.1600         Year                  Y   Certified
## 1065     100672.2800         Year                  Y   Certified
## 1066      54887.4900         Year                  Y   Certified
## 1067      54700.7000         Year                  Y   Certified
## 1068      93447.3500         Year                  Y   Certified
## 1069     233641.7200         Year                  Y      Denied
## 1070       9743.1600         Year                  Y   Certified
## 1071     103488.1100         Year                  N   Certified
## 1072      14610.3100        Month                  Y   Certified
## 1073     111803.2700         Year                  Y   Certified
## 1074      39599.3400         Year                  Y   Certified
## 1075      67520.8400         Year                  N   Certified
## 1076      74007.4900         Year                  Y      Denied
## 1077     123953.1600         Year                  Y   Certified
## 1078     146753.2700         Year                  Y   Certified
## 1079     114442.3500         Year                  Y      Denied
## 1080      76039.4400         Year                  Y   Certified
## 1081      15103.3800         Year                  N      Denied
## 1082      12379.7800         Year                  Y      Denied
## 1083     274019.4300         Year                  Y   Certified
## 1084     147951.0500         Year                  Y   Certified
## 1085     176370.3400         Year                  Y   Certified
## 1086     102105.9900         Year                  Y      Denied
## 1087      90325.9400         Year                  Y      Denied
## 1088      31940.6800         Year                  Y   Certified
## 1089        254.7780         Hour                  Y   Certified
## 1090      65908.9200         Year                  Y   Certified
## 1091      18327.0200         Year                  Y      Denied
## 1092     147576.2600         Year                  Y   Certified
## 1093      74098.1600         Year                  Y   Certified
## 1094      60799.9500         Year                  Y   Certified
## 1095       1959.9700         Year                  N   Certified
## 1096     218982.8300         Year                  Y   Certified
## 1097      44966.6100         Year                  Y   Certified
## 1098     163069.5100         Year                  Y   Certified
## 1099      10580.0900         Year                  N      Denied
## 1100     115097.5400         Year                  Y   Certified
## 1101      41539.9600         Year                  Y   Certified
## 1102        423.9009         Hour                  Y   Certified
## 1103     120172.8800         Year                  Y   Certified
## 1104      45460.5800         Year                  Y   Certified
## 1105     141643.1000         Year                  N   Certified
## 1106      55450.8000         Year                  Y   Certified
## 1107     126336.2800         Year                  Y   Certified
## 1108     205407.1800         Year                  N   Certified
## 1109      43633.6900         Year                  N      Denied
## 1110      44724.9200         Year                  Y   Certified
## 1111      82810.1700         Year                  N   Certified
## 1112     154725.5300         Year                  Y   Certified
## 1113      91273.4400         Year                  Y   Certified
## 1114     115757.2900         Year                  N   Certified
## 1115      51862.7600         Year                  N   Certified
## 1116      16945.9900         Year                  Y   Certified
## 1117      92773.5800         Year                  Y   Certified
## 1118      43581.4100         Year                  Y   Certified
## 1119      32586.6200         Year                  Y   Certified
## 1120      54679.9800         Year                  Y   Certified
## 1121      18277.8700         Year                  Y      Denied
## 1122     136443.0900         Year                  Y   Certified
## 1123      48603.1100         Year                  Y   Certified
## 1124        160.0882         Hour                  Y      Denied
## 1125      89551.4000         Year                  Y   Certified
## 1126      46574.4300         Year                  Y   Certified
## 1127      89736.4500         Year                  Y   Certified
## 1128     130762.7900         Year                  Y   Certified
## 1129     158559.8600         Year                  Y   Certified
## 1130      98946.9100         Year                  Y   Certified
## 1131      76870.4000         Year                  Y      Denied
## 1132     129136.9300         Year                  Y   Certified
## 1133     151701.9700         Year                  Y      Denied
## 1134     116179.4300         Year                  N   Certified
## 1135      95147.0400         Year                  Y   Certified
## 1136      75854.4900         Year                  Y   Certified
## 1137        880.4029         Hour                  Y   Certified
## 1138      89875.8300         Year                  N   Certified
## 1139     175683.3500         Year                  Y      Denied
## 1140     110798.5300         Year                  Y   Certified
## 1141     103400.4000         Year                  Y   Certified
## 1142      80454.6600         Year                  Y   Certified
## 1143      31191.2800         Year                  Y   Certified
## 1144     174177.4100         Year                  Y   Certified
## 1145         48.0065         Hour                  Y      Denied
## 1146      36450.8500         Year                  Y      Denied
## 1147      51448.5400         Year                  Y   Certified
## 1148         99.3492         Hour                  Y      Denied
## 1149     143988.0100         Year                  Y   Certified
## 1150      68707.7600         Year                  Y   Certified
## 1151       3103.1000         Year                  Y   Certified
## 1152      54769.7600         Year                  Y   Certified
## 1153      25029.8600         Year                  Y   Certified
## 1154      73435.3600         Year                  Y   Certified
## 1155     105576.9100         Year                  Y   Certified
## 1156      82708.2900         Year                  Y   Certified
## 1157     105267.8900         Year                  Y   Certified
## 1158        627.9543         Hour                  Y   Certified
## 1159      58311.8700         Year                  Y   Certified
## 1160      81402.9500         Year                  Y   Certified
## 1161      38556.2300         Year                  Y      Denied
## 1162     156883.8500         Year                  Y   Certified
## 1163     102544.0600         Year                  N   Certified
## 1164      21890.6200         Year                  Y   Certified
## 1165     150034.3800         Year                  Y   Certified
## 1166        178.5724         Hour                  Y   Certified
## 1167      42033.2000         Year                  Y   Certified
## 1168      75368.2800         Year                  Y   Certified
## 1169      76923.4900         Year                  Y      Denied
## 1170      50088.6900         Year                  Y   Certified
## 1171      73402.2800         Year                  Y   Certified
## 1172     136743.2900         Year                  Y   Certified
## 1173     217752.3800         Year                  Y   Certified
## 1174        660.6679         Hour                  Y      Denied
## 1175        737.4472         Hour                  Y      Denied
## 1176      42861.6500         Year                  Y   Certified
## 1177      28952.7600         Year                  Y   Certified
## 1178        649.6394         Hour                  Y      Denied
## 1179     124682.1000         Year                  Y   Certified
## 1180      45295.5700         Year                  Y   Certified
## 1181     123870.9600         Year                  Y   Certified
## 1182      48931.2100         Year                  Y   Certified
## 1183     116153.8000         Year                  Y      Denied
## 1184     127610.6200         Year                  Y   Certified
## 1185     111706.3100         Year                  Y   Certified
## 1186     230984.2800         Year                  Y   Certified
## 1187     128078.9700         Year                  Y   Certified
## 1188     144911.6400         Year                  N   Certified
## 1189      85693.2200         Year                  Y      Denied
## 1190      39501.7900         Year                  N   Certified
## 1191      70186.6600         Year                  Y   Certified
## 1192      58960.9300         Year                  Y      Denied
## 1193      98190.1100         Year                  Y   Certified
## 1194     153304.1500         Year                  Y   Certified
## 1195     223128.2300         Year                  Y   Certified
## 1196     147492.2300         Year                  N   Certified
## 1197      40743.4900         Year                  N   Certified
## 1198      81047.4900         Year                  Y   Certified
## 1199        504.3171         Hour                  Y      Denied
## 1200      67744.5400         Year                  N   Certified
## 1201     124864.4800         Year                  Y   Certified
## 1202     197974.5900         Year                  Y   Certified
## 1203      81534.4300         Year                  Y   Certified
## 1204     246705.0000         Year                  N   Certified
## 1205      91757.5100         Year                  Y   Certified
## 1206      67828.0300         Year                  Y   Certified
## 1207       2984.2400         Year                  Y   Certified
## 1208      74537.8800         Year                  Y   Certified
## 1209     108823.1500         Year                  Y   Certified
## 1210     102101.3100         Year                  Y   Certified
## 1211     115914.2500         Year                  Y   Certified
## 1212     130192.5600         Year                  Y   Certified
## 1213        932.9804         Hour                  Y   Certified
## 1214      57844.4700         Year                  N   Certified
## 1215      31166.4000         Year                  N      Denied
## 1216         10.5551         Hour                  Y      Denied
## 1217        355.6130         Hour                  N      Denied
## 1218       4928.6800         Year                  Y      Denied
## 1219      87773.6400         Year                  N      Denied
## 1220      82414.9800         Year                  Y   Certified
## 1221      53366.3600         Year                  Y   Certified
## 1222      86703.0000         Year                  Y   Certified
## 1223     150646.8400         Year                  Y   Certified
## 1224      37720.3800         Year                  Y   Certified
## 1225      28481.2800         Year                  Y   Certified
## 1226        429.9500         Year                  Y   Certified
## 1227      61071.6200         Year                  Y   Certified
## 1228      74343.7000         Year                  Y   Certified
## 1229      25815.9800         Year                  Y   Certified
## 1230     156520.9400         Year                  Y   Certified
## 1231      54275.5500         Year                  Y   Certified
## 1232     101522.1500         Year                  Y   Certified
## 1233      23576.9400         Year                  Y   Certified
## 1234        594.7953         Hour                  Y      Denied
## 1235        784.2604         Hour                  Y   Certified
## 1236      71264.2600         Year                  Y   Certified
## 1237      72130.7600         Year                  Y   Certified
## 1238     153154.0200         Year                  Y   Certified
## 1239         16.4637         Hour                  Y      Denied
## 1240      41191.3800         Year                  Y   Certified
## 1241        205.2435         Hour                  Y   Certified
## 1242      33311.2200         Year                  Y      Denied
## 1243        518.0265         Hour                  Y   Certified
## 1244      35635.0600         Year                  Y      Denied
## 1245     212459.9000         Year                  Y   Certified
## 1246      80949.5300         Year                  Y   Certified
## 1247     114876.0700         Year                  Y   Certified
## 1248     130181.5900         Year                  Y   Certified
## 1249       1893.7500         Year                  Y   Certified
## 1250      47444.9800         Year                  Y   Certified
## 1251     101535.5200         Year                  Y   Certified
## 1252      28401.6000         Year                  Y   Certified
## 1253     127965.8700         Year                  Y   Certified
## 1254      31701.5800         Year                  Y   Certified
## 1255      55294.6400         Year                  Y      Denied
## 1256       5805.5000         Year                  Y   Certified
## 1257      92395.3900         Year                  Y   Certified
## 1258     107059.9700         Year                  Y   Certified
## 1259      26679.7600         Year                  Y      Denied
## 1260     240266.3400         Year                  Y   Certified
## 1261        109.3200         Hour                  Y   Certified
## 1262      53826.4600         Year                  Y   Certified
## 1263      88794.7100         Year                  Y      Denied
## 1264        278.5388         Hour                  Y   Certified
## 1265      70490.2500         Year                  Y   Certified
## 1266     103294.9400         Year                  Y   Certified
## 1267      42350.9800         Year                  Y   Certified
## 1268     114574.4800         Year                  Y   Certified
## 1269      55247.5500         Year                  Y      Denied
## 1270      61622.9100         Year                  N      Denied
## 1271      24127.8600         Year                  Y   Certified
## 1272     180284.3500         Year                  Y   Certified
## 1273      53013.1000         Year                  N   Certified
## 1274      33990.0500         Year                  Y   Certified
## 1275      68463.9000         Year                  N   Certified
## 1276     166677.8000         Year                  Y   Certified
## 1277      73989.7000         Year                  N   Certified
## 1278       4658.5500         Year                  Y   Certified
## 1279     116630.4300         Year                  Y   Certified
## 1280      68613.7000         Year                  Y   Certified
## 1281      64782.7800         Year                  Y   Certified
## 1282     191710.8000         Year                  Y   Certified
## 1283      33440.8200         Year                  Y      Denied
## 1284      28790.4500         Year                  Y   Certified
## 1285      80991.0800         Year                  Y   Certified
## 1286      92497.0600         Year                  Y   Certified
## 1287      84860.3300         Year                  Y      Denied
## 1288     153215.2000         Year                  N   Certified
## 1289      83733.6100         Year                  Y   Certified
## 1290      79088.4800         Year                  Y   Certified
## 1291     132718.6900         Year                  Y   Certified
## 1292     116441.4200         Year                  Y   Certified
## 1293      33206.0200         Year                  Y   Certified
## 1294        539.4964         Hour                  Y   Certified
## 1295      91344.6900         Year                  Y   Certified
## 1296      92174.0800         Year                  Y      Denied
## 1297      30089.1000         Year                  Y   Certified
## 1298      26041.4200         Year                  Y   Certified
## 1299        138.7600         Hour                  Y      Denied
## 1300     124525.3800         Year                  N   Certified
## 1301      81410.3000         Year                  Y   Certified
## 1302        560.2798         Hour                  Y   Certified
## 1303      45176.5300         Year                  Y      Denied
## 1304      46573.7600         Year                  Y      Denied
## 1305      97247.2200         Year                  Y   Certified
## 1306      57334.1700         Year                  Y   Certified
## 1307      27050.9100         Year                  Y   Certified
## 1308      92869.4700         Year                  N   Certified
## 1309     226090.7200         Year                  Y   Certified
## 1310      61524.1200         Year                  Y      Denied
## 1311      60225.0000         Year                  Y      Denied
## 1312      34696.5100         Year                  Y      Denied
## 1313     135445.7200         Year                  Y   Certified
## 1314     123023.1000         Year                  Y      Denied
## 1315      71114.4500         Year                  Y      Denied
## 1316      87474.2800         Year                  Y      Denied
## 1317      80567.1600         Year                  Y   Certified
## 1318     116498.7000         Year                  Y   Certified
## 1319     100745.5900         Year                  Y   Certified
## 1320     189888.1900         Year                  Y   Certified
## 1321     104952.5400         Year                  Y   Certified
## 1322      38848.0100         Year                  Y   Certified
## 1323        826.7279         Hour                  Y      Denied
## 1324      64825.9000         Year                  Y   Certified
## 1325      30112.2200         Year                  Y   Certified
## 1326      92456.7300         Year                  Y   Certified
## 1327         89.5992         Hour                  Y      Denied
## 1328     137088.3800         Year                  Y   Certified
## 1329      29201.7900         Year                  Y      Denied
## 1330      73508.0600         Year                  Y      Denied
## 1331     136201.7700         Year                  Y      Denied
## 1332     111599.4300         Year                  Y      Denied
## 1333      54240.9400         Year                  Y   Certified
## 1334         17.5190         Hour                  Y   Certified
## 1335      19170.8200         Year                  Y      Denied
## 1336      64889.3600         Year                  N   Certified
## 1337     188640.4900         Year                  N   Certified
## 1338      69583.2800         Year                  Y      Denied
## 1339     120382.7900         Year                  Y   Certified
## 1340     144881.6200         Year                  Y   Certified
## 1341      91520.6900         Year                  Y   Certified
## 1342      92662.9500         Year                  Y      Denied
## 1343      53490.2600         Year                  Y   Certified
## 1344     231949.2700         Year                  Y   Certified
## 1345     120647.0300         Year                  N      Denied
## 1346      87144.2000         Year                  Y      Denied
## 1347         51.6812         Hour                  Y      Denied
## 1348      32384.4500         Year                  Y   Certified
## 1349     124746.0100         Year                  Y   Certified
## 1350      82828.9500         Year                  Y   Certified
## 1351      34791.4200         Year                  Y   Certified
## 1352      61134.9400         Year                  Y   Certified
## 1353      90513.5400         Year                  Y   Certified
## 1354     135100.1700         Year                  Y   Certified
## 1355     139279.2400         Year                  Y   Certified
## 1356      68427.1500         Year                  Y   Certified
## 1357      37256.8400         Year                  Y   Certified
## 1358      53992.8700         Year                  Y   Certified
## 1359     110169.6100         Year                  Y   Certified
## 1360     254604.0800         Year                  Y   Certified
## 1361      38880.8700         Year                  Y   Certified
## 1362     172647.1800         Year                  Y      Denied
## 1363      22497.0900         Year                  Y   Certified
## 1364     139057.4500         Year                  Y   Certified
## 1365        483.9891         Hour                  Y      Denied
## 1366      29808.9200         Year                  Y   Certified
## 1367      82368.5000         Year                  Y   Certified
## 1368      72230.2100         Year                  Y   Certified
## 1369      32003.9500         Year                  N   Certified
## 1370      54076.8900         Year                  Y   Certified
## 1371     139007.4400         Year                  Y   Certified
## 1372      53900.6100         Year                  Y   Certified
## 1373      34468.6800         Year                  Y      Denied
## 1374      59845.4000         Year                  Y   Certified
## 1375      32867.2900         Year                  Y   Certified
## 1376      20221.8700         Year                  Y   Certified
## 1377      76317.9500         Year                  Y   Certified
## 1378      75458.8000         Year                  N   Certified
## 1379     103123.1100         Year                  Y   Certified
## 1380      36997.1600         Year                  Y      Denied
## 1381      22085.0200         Year                  Y   Certified
## 1382     107157.7000         Year                  Y   Certified
## 1383     147882.4600         Year                  Y   Certified
## 1384     148406.2700         Year                  N   Certified
## 1385      46353.6100         Year                  Y   Certified
## 1386      68281.7300         Year                  Y      Denied
## 1387       2586.0500         Year                  N      Denied
## 1388      68129.0900         Year                  Y   Certified
## 1389       1526.5700         Year                  Y   Certified
## 1390      22196.8600         Year                  Y   Certified
## 1391      64023.9000         Year                  Y   Certified
## 1392       7239.0800         Year                  Y      Denied
## 1393     156458.9000         Year                  Y      Denied
## 1394        746.2808         Hour                  Y      Denied
## 1395      73354.9800         Year                  Y   Certified
## 1396     105990.9800         Year                  Y   Certified
## 1397        261.9979         Hour                  Y   Certified
## 1398      60587.3300         Year                  Y   Certified
## 1399      99232.4300         Year                  Y   Certified
## 1400      46453.7300         Year                  Y   Certified
## 1401      98876.3800         Year                  Y   Certified
## 1402     105072.4000         Year                  Y   Certified
## 1403      46333.5100         Year                  Y   Certified
## 1404      82473.0300         Year                  Y      Denied
## 1405      79494.6500         Year                  Y      Denied
## 1406     200150.0400         Year                  Y   Certified
## 1407      53783.9300         Year                  Y   Certified
## 1408       5324.6600         Year                  Y   Certified
## 1409      95887.8200         Year                  Y   Certified
## 1410         21.1327         Hour                  Y   Certified
## 1411      20330.5200         Year                  Y   Certified
## 1412      41225.4100         Year                  Y   Certified
## 1413     174702.9000         Year                  Y   Certified
## 1414      17993.3800         Year                  Y   Certified
## 1415     146066.4100         Year                  Y   Certified
## 1416        622.9059         Hour                  Y      Denied
## 1417      49111.2800         Year                  Y   Certified
## 1418      66846.8400         Year                  Y   Certified
## 1419      18876.3500         Year                  Y   Certified
## 1420      56203.2500         Year                  Y   Certified
## 1421     137362.7700         Year                  Y      Denied
## 1422     164308.3800         Year                  Y   Certified
## 1423      86751.8700         Year                  Y      Denied
## 1424      79221.0200         Year                  Y   Certified
## 1425      86580.4000         Year                  Y      Denied
## 1426      81043.7200         Year                  Y      Denied
## 1427        655.9658         Hour                  Y   Certified
## 1428      10332.4700         Year                  Y   Certified
## 1429      95080.0300         Year                  Y      Denied
## 1430      47422.7800         Year                  Y   Certified
## 1431      87926.3100         Year                  Y   Certified
## 1432      53804.4900         Year                  Y   Certified
## 1433      99865.6700         Year                  Y   Certified
## 1434      56975.7700         Year                  Y   Certified
## 1435     119692.8500         Year                  Y   Certified
## 1436      31579.1400         Year                  Y   Certified
## 1437     109641.3600         Year                  Y      Denied
## 1438      61440.8300         Year                  Y   Certified
## 1439      83202.7200         Year                  Y   Certified
## 1440     115350.1500         Year                  Y      Denied
## 1441     150029.1300         Year                  N   Certified
## 1442      30991.3800         Year                  Y   Certified
## 1443      98991.5500         Year                  Y   Certified
## 1444        104.4900         Hour                  Y      Denied
## 1445     196098.3900         Year                  Y   Certified
## 1446      35436.6000         Year                  Y      Denied
## 1447     136661.8700         Year                  Y   Certified
## 1448     184236.8300         Year                  Y   Certified
## 1449      88523.9300         Year                  Y      Denied
## 1450      37301.1600         Year                  Y      Denied
## 1451      14630.3000         Year                  Y   Certified
## 1452        782.5254         Hour                  Y      Denied
## 1453      47472.4300         Year                  Y   Certified
## 1454      28063.3000         Year                  Y      Denied
## 1455      13272.6400         Year                  Y      Denied
## 1456      32900.4000         Year                  Y   Certified
## 1457      95227.8700         Year                  Y   Certified
## 1458     149262.8600         Year                  N   Certified
## 1459      31990.7500         Year                  Y   Certified
## 1460      70312.5000         Year                  Y   Certified
## 1461      97701.0100         Year                  Y   Certified
## 1462      35823.4700         Year                  Y   Certified
## 1463      51343.3900         Year                  Y   Certified
## 1464      56133.2300         Year                  Y      Denied
## 1465     101424.4600         Year                  Y   Certified
## 1466      97822.3400         Year                  Y   Certified
## 1467      29272.6100         Year                  Y   Certified
## 1468      13480.7500         Year                  Y      Denied
## 1469     115752.5700         Year                  N   Certified
## 1470      96715.6600         Year                  Y   Certified
## 1471     185938.2500         Week                  Y   Certified
## 1472      39306.0300         Year                  Y   Certified
## 1473      43420.1100         Year                  Y   Certified
## 1474      74094.4800         Year                  Y      Denied
## 1475      58285.0700         Year                  Y   Certified
## 1476      63376.5500         Year                  Y   Certified
## 1477      64920.2200         Year                  Y   Certified
## 1478     148824.0500         Year                  Y   Certified
## 1479     122465.2100         Year                  Y   Certified
## 1480       9371.9900         Year                  Y   Certified
## 1481      43053.9800         Year                  Y   Certified
## 1482     172541.7200         Year                  Y   Certified
## 1483      82569.0600         Year                  Y      Denied
## 1484       9454.8600         Year                  Y   Certified
## 1485      46332.4300         Year                  Y   Certified
## 1486        134.0617         Hour                  Y      Denied
## 1487       2421.1400         Year                  Y   Certified
## 1488      51749.9000         Year                  Y   Certified
## 1489      92564.3400         Year                  Y   Certified
## 1490      59595.2700         Year                  Y   Certified
## 1491        446.2400         Year                  Y   Certified
## 1492      72782.7200         Year                  Y   Certified
## 1493      12048.7400         Year                  Y      Denied
## 1494      43761.2500         Year                  Y   Certified
## 1495      78245.1800         Year                  Y   Certified
## 1496     118865.9900         Year                  Y   Certified
## 1497      41051.2100         Year                  Y      Denied
## 1498     123285.6900         Year                  N      Denied
## 1499      41392.7800         Year                  Y      Denied
## 1500      74696.2900         Year                  N   Certified
## 1501      91121.7900         Year                  Y      Denied
## 1502      91667.0500         Year                  Y   Certified
## 1503     139260.0100         Year                  Y      Denied
## 1504        649.5659         Hour                  Y      Denied
## 1505      31321.1800         Year                  Y   Certified
## 1506     107614.5900         Year                  Y   Certified
## 1507        835.3447         Hour                  Y   Certified
## 1508      32502.7400         Year                  N   Certified
## 1509     155423.2400         Year                  Y   Certified
## 1510        103.9300         Hour                  Y      Denied
## 1511      75492.6100         Year                  Y   Certified
## 1512       8533.3800         Year                  Y   Certified
## 1513      58729.5300         Year                  Y   Certified
## 1514      42976.8200         Year                  Y      Denied
## 1515     165262.0800         Year                  N   Certified
## 1516     107464.3100         Year                  Y   Certified
## 1517     111423.1300         Year                  Y   Certified
## 1518      36576.8600         Year                  Y   Certified
## 1519      77697.2100         Year                  Y      Denied
## 1520      45238.9900         Year                  Y   Certified
## 1521        216.6439         Hour                  Y      Denied
## 1522       8257.3500         Year                  Y   Certified
## 1523        319.3600         Year                  Y   Certified
## 1524      80340.8900         Year                  N   Certified
## 1525      68918.5800         Year                  Y   Certified
## 1526      34713.9100         Year                  Y      Denied
## 1527      90217.9000         Year                  Y      Denied
## 1528      55486.2200         Year                  Y   Certified
## 1529      79436.2600         Year                  Y   Certified
## 1530      80898.6900         Year                  Y   Certified
## 1531      79157.5700         Year                  Y   Certified
## 1532     139973.6300        Month                  Y   Certified
## 1533      14995.9300         Year                  Y      Denied
## 1534     143857.6200         Year                  Y   Certified
## 1535      74102.3900         Year                  N   Certified
## 1536      72809.7800         Year                  Y   Certified
## 1537      38581.1200         Year                  Y   Certified
## 1538     200234.6700         Year                  Y   Certified
## 1539     144782.6600         Year                  Y   Certified
## 1540      84581.2000         Year                  N      Denied
## 1541       4728.7000         Year                  Y   Certified
## 1542      74215.5500         Year                  Y   Certified
## 1543      56501.7500         Year                  Y   Certified
## 1544     122387.2800         Year                  Y   Certified
## 1545      47084.3500         Year                  Y      Denied
## 1546     101147.7600         Year                  Y      Denied
## 1547      96683.5200         Year                  Y   Certified
## 1548      71700.4300         Year                  Y   Certified
## 1549      68690.8000         Year                  Y   Certified
## 1550     107686.6800         Week                  Y   Certified
## 1551     166871.5800         Year                  Y   Certified
## 1552     109933.3800         Year                  Y   Certified
## 1553     103525.1700         Year                  Y      Denied
## 1554      99478.6700         Year                  Y   Certified
## 1555      42983.0700         Year                  Y   Certified
## 1556      13391.3400         Year                  Y   Certified
## 1557      66022.8100         Year                  Y   Certified
## 1558       7716.7400         Year                  Y   Certified
## 1559      48906.7900         Year                  Y   Certified
## 1560     139640.8900         Year                  Y   Certified
## 1561      31000.3100         Year                  Y   Certified
## 1562      45163.1700         Year                  Y   Certified
## 1563     185986.4000         Year                  Y      Denied
## 1564      91757.4500         Year                  Y   Certified
## 1565     166189.1800         Year                  Y   Certified
## 1566      25191.2000         Year                  Y   Certified
## 1567     104526.5500         Year                  Y   Certified
## 1568     112087.9700         Year                  Y      Denied
## 1569      46366.4600         Year                  Y   Certified
## 1570      55123.3600         Year                  Y      Denied
## 1571      99856.8100         Year                  N   Certified
## 1572     152757.1700         Year                  N      Denied
## 1573     146800.4200         Year                  Y   Certified
## 1574      98988.1000         Year                  Y   Certified
## 1575     108319.7500         Year                  Y   Certified
## 1576      75026.0000         Year                  Y      Denied
## 1577      74053.1100         Year                  Y   Certified
## 1578      26886.4400         Year                  Y      Denied
## 1579      16559.5000         Year                  Y   Certified
## 1580     205508.9500         Year                  Y   Certified
## 1581      43276.8300         Year                  Y      Denied
## 1582      53083.5200         Year                  Y   Certified
## 1583      99789.1600         Year                  Y   Certified
## 1584      63970.9600         Year                  N   Certified
## 1585      99761.7200         Year                  Y   Certified
## 1586        507.9300         Hour                  Y   Certified
## 1587      28224.6400         Year                  Y   Certified
## 1588      49247.1000        Month                  Y   Certified
## 1589     106437.4000         Year                  Y   Certified
## 1590     167582.2500         Week                  Y   Certified
## 1591       1280.0400         Year                  Y   Certified
## 1592      53773.7500         Year                  Y   Certified
## 1593        631.7448         Hour                  Y   Certified
## 1594        714.0764         Hour                  Y      Denied
## 1595     109575.7200         Year                  Y   Certified
## 1596     137449.3400         Year                  N   Certified
## 1597     135479.9900         Year                  Y   Certified
## 1598      70432.2000         Year                  Y   Certified
## 1599      85488.0200         Year                  N      Denied
## 1600     206060.6900         Year                  Y      Denied
## 1601     174495.5500         Year                  N   Certified
## 1602        634.1042         Hour                  Y   Certified
## 1603      55680.6700         Year                  Y   Certified
## 1604     129895.1300         Year                  Y   Certified
## 1605        794.3333         Hour                  Y   Certified
## 1606     111918.6100         Year                  Y      Denied
## 1607      56618.8100         Year                  Y   Certified
## 1608     288318.9100         Year                  Y   Certified
## 1609        156.3038         Hour                  Y      Denied
## 1610     116315.8600         Year                  Y   Certified
## 1611     136289.9800         Year                  Y   Certified
## 1612     119101.4700         Year                  Y   Certified
## 1613      25342.9700         Year                  Y   Certified
## 1614     133493.4900         Year                  Y   Certified
## 1615        116.5558         Hour                  Y      Denied
## 1616      32706.7000         Year                  Y   Certified
## 1617      91823.1700         Year                  Y   Certified
## 1618     122663.9400         Year                  Y      Denied
## 1619      82959.1400         Year                  Y   Certified
## 1620      24821.8000         Year                  Y   Certified
## 1621      56875.6100         Year                  Y   Certified
## 1622     107487.4600         Year                  N   Certified
## 1623      94520.5400         Year                  Y   Certified
## 1624      37953.0100         Year                  Y      Denied
## 1625      71986.7500         Year                  Y   Certified
## 1626      22779.5700         Year                  Y      Denied
## 1627     131928.6100         Year                  Y   Certified
## 1628      42733.5700         Year                  Y   Certified
## 1629     130860.1700         Year                  Y   Certified
## 1630      26176.3300         Year                  N      Denied
## 1631        122.5700         Hour                  Y      Denied
## 1632        566.4743         Hour                  Y   Certified
## 1633      55928.4900         Year                  Y   Certified
## 1634      96194.2200         Year                  Y   Certified
## 1635      87580.0400         Year                  Y      Denied
## 1636      34825.1200         Year                  Y      Denied
## 1637     150657.2500         Year                  Y      Denied
## 1638      70211.3200         Year                  Y   Certified
## 1639     100700.1600         Year                  Y   Certified
## 1640      93528.6600        Month                  Y   Certified
## 1641     106043.7800         Year                  Y   Certified
## 1642      94876.7000         Year                  Y      Denied
## 1643     160847.0000         Year                  Y      Denied
## 1644      92672.9800         Year                  Y   Certified
## 1645      84510.8700         Year                  Y   Certified
## 1646     199427.9800         Year                  N      Denied
## 1647      89778.6400         Year                  Y   Certified
## 1648      81413.4000         Year                  N      Denied
## 1649     117906.3000         Year                  Y      Denied
## 1650      50474.1000         Year                  Y   Certified
## 1651      95078.3600         Year                  N   Certified
## 1652      44342.0200         Year                  Y   Certified
## 1653     118840.4400         Year                  N      Denied
## 1654     140471.1000         Year                  N   Certified
## 1655     144472.0300         Year                  N      Denied
## 1656     125908.4200         Year                  Y   Certified
## 1657      38238.6300         Year                  Y   Certified
## 1658      52239.4300         Year                  Y   Certified
## 1659      35241.5200         Year                  Y   Certified
## 1660      48296.4200         Year                  Y      Denied
## 1661     112795.2800         Year                  Y      Denied
## 1662      47553.9400         Year                  Y   Certified
## 1663      87049.4300         Year                  Y      Denied
## 1664     107747.4900         Year                  Y   Certified
## 1665      56448.7400         Year                  Y   Certified
## 1666        530.5959         Hour                  Y      Denied
## 1667     140285.2600         Year                  Y   Certified
## 1668      89248.4000         Year                  Y   Certified
## 1669      85740.6800         Year                  Y   Certified
## 1670      41969.8700         Year                  Y   Certified
## 1671      34040.8600         Year                  Y      Denied
## 1672        730.4062         Hour                  Y      Denied
## 1673      92085.6900         Year                  Y      Denied
## 1674      20881.6600         Year                  Y   Certified
## 1675       3935.5200         Year                  Y   Certified
## 1676      99875.9200         Year                  Y   Certified
## 1677        510.5607         Hour                  Y      Denied
## 1678      11781.1200         Year                  Y   Certified
## 1679      30088.2000         Year                  Y   Certified
## 1680      82262.6300         Year                  Y   Certified
## 1681      93617.3800         Year                  Y      Denied
## 1682      11894.2200         Year                  Y   Certified
## 1683      30362.6100         Year                  Y   Certified
## 1684      29140.2800         Year                  Y   Certified
## 1685      30076.9700         Year                  Y   Certified
## 1686     122018.8700         Year                  Y   Certified
## 1687      80032.3400         Year                  Y   Certified
## 1688      52815.2500         Year                  Y   Certified
## 1689      77201.6400         Year                  Y   Certified
## 1690     119288.0700         Year                  Y   Certified
## 1691      43336.2600         Year                  Y   Certified
## 1692     149640.4400         Year                  N   Certified
## 1693     244457.4800         Year                  Y   Certified
## 1694      20551.7700         Year                  Y   Certified
## 1695      27914.5900         Year                  Y   Certified
## 1696     118230.7100         Year                  Y      Denied
## 1697      95726.7700         Year                  N      Denied
## 1698      60040.5500         Year                  Y   Certified
## 1699        600.4991         Hour                  Y   Certified
## 1700      22924.7600         Year                  Y   Certified
## 1701     177310.4900         Year                  N   Certified
## 1702      54019.2900         Year                  Y   Certified
## 1703      52833.9100         Year                  N      Denied
## 1704      67786.7700         Year                  N      Denied
## 1705      69121.5000         Year                  Y      Denied
## 1706      46483.4900         Year                  Y   Certified
## 1707     125796.2600         Year                  N   Certified
## 1708     108218.0500         Year                  N   Certified
## 1709      39782.2400         Year                  Y      Denied
## 1710     215516.0400         Year                  Y   Certified
## 1711      96596.8900         Year                  Y      Denied
## 1712     111650.8700         Year                  Y      Denied
## 1713      67377.0900         Year                  Y   Certified
## 1714      96832.4400         Year                  Y      Denied
## 1715      53169.1800         Year                  Y   Certified
## 1716     111506.2700         Year                  Y   Certified
## 1717      25645.3300         Year                  Y      Denied
## 1718     157207.7400         Year                  N      Denied
## 1719      56594.4800         Year                  Y   Certified
## 1720      24076.3500         Year                  Y   Certified
## 1721     109866.7100         Year                  Y   Certified
## 1722      77908.9500         Year                  Y   Certified
## 1723      94808.5200         Year                  Y   Certified
## 1724        254.9370         Hour                  Y   Certified
## 1725      32662.9500         Year                  Y      Denied
## 1726      56550.8300         Year                  Y   Certified
## 1727     217043.2900         Year                  N   Certified
## 1728      94507.9400         Year                  Y      Denied
## 1729     118389.7800         Year                  N   Certified
## 1730      65634.2400         Year                  Y   Certified
## 1731     144292.1400         Year                  Y   Certified
## 1732     117674.9500         Year                  Y   Certified
## 1733     115939.7300         Year                  Y   Certified
## 1734      80461.5500         Year                  Y   Certified
## 1735      74515.6600         Year                  N   Certified
## 1736      93779.0000         Year                  Y   Certified
## 1737      80751.0000         Year                  Y   Certified
## 1738      53353.0000         Year                  Y      Denied
## 1739      66445.5900         Year                  Y   Certified
## 1740      39525.7200         Year                  Y      Denied
## 1741      86267.5100         Year                  Y   Certified
## 1742      86065.3400         Year                  Y   Certified
## 1743     136558.1800         Year                  Y   Certified
## 1744      53366.9000         Year                  Y   Certified
## 1745        212.2737         Hour                  Y   Certified
## 1746      90690.8200         Year                  Y      Denied
## 1747      87127.1200         Year                  Y   Certified
## 1748      21533.0100         Year                  Y   Certified
## 1749      23753.0100         Year                  Y   Certified
## 1750      32092.3800         Year                  Y   Certified
## 1751      37593.0300         Year                  Y   Certified
## 1752      47354.7200         Year                  Y      Denied
## 1753      86074.4800         Year                  Y      Denied
## 1754      30981.3500         Year                  Y   Certified
## 1755      57839.9800         Year                  Y   Certified
## 1756     118233.7800         Year                  Y   Certified
## 1757      98408.5400         Year                  Y   Certified
## 1758      61522.1100         Year                  Y   Certified
## 1759      66518.0600         Year                  Y      Denied
## 1760      98011.5800         Year                  Y   Certified
## 1761     149996.6000         Year                  N   Certified
## 1762      58464.3100         Year                  N      Denied
## 1763     119755.9300         Year                  N   Certified
## 1764      66413.1900         Year                  Y   Certified
## 1765      72921.0800         Year                  Y   Certified
## 1766      58325.4900         Year                  Y   Certified
## 1767     168647.8900         Year                  Y   Certified
## 1768      86323.2900         Year                  Y   Certified
## 1769      14316.9100         Year                  Y   Certified
## 1770      78038.2300         Year                  Y   Certified
## 1771      81898.4300        Month                  Y   Certified
## 1772      41467.8800         Year                  Y   Certified
## 1773      40174.7000         Year                  Y      Denied
## 1774      77357.7700         Year                  Y   Certified
## 1775      93043.6200         Year                  Y   Certified
## 1776      69884.0100         Year                  Y   Certified
## 1777      11091.8000         Year                  Y   Certified
## 1778      56979.8000         Year                  Y   Certified
## 1779     139860.5100         Year                  N   Certified
## 1780      96294.8900         Year                  Y      Denied
## 1781      93989.8700         Year                  N      Denied
## 1782      44049.4900         Year                  Y   Certified
## 1783      28565.9700         Year                  Y   Certified
## 1784      92964.4300         Year                  Y   Certified
## 1785     104025.1200         Year                  Y   Certified
## 1786      83917.3400         Year                  Y      Denied
## 1787      91320.9400         Year                  Y   Certified
## 1788      52287.6400         Year                  Y   Certified
## 1789      80534.2600         Year                  Y   Certified
## 1790      44608.7100         Year                  Y   Certified
## 1791     101347.2400         Year                  N      Denied
## 1792     187140.6700         Year                  Y   Certified
## 1793      10474.0500         Year                  N      Denied
## 1794      67351.4200         Year                  Y   Certified
## 1795     168220.7400         Year                  Y   Certified
## 1796      22362.3800         Year                  N   Certified
## 1797      98700.8700         Year                  Y   Certified
## 1798      90669.2200         Year                  Y   Certified
## 1799     152899.2300         Year                  N   Certified
## 1800      78310.6900         Year                  Y      Denied
## 1801      52271.8500         Year                  Y   Certified
## 1802      74358.9800         Year                  Y   Certified
## 1803     242146.4800         Year                  Y   Certified
## 1804      44555.1200         Year                  Y   Certified
## 1805      60935.1800         Year                  Y   Certified
## 1806     161331.0100         Year                  Y   Certified
## 1807     205546.6600         Year                  Y   Certified
## 1808      18998.8200         Year                  Y      Denied
## 1809      25824.7700         Year                  Y   Certified
## 1810        300.9051         Hour                  Y   Certified
## 1811      47486.4500         Year                  Y   Certified
## 1812       1469.2100         Year                  Y   Certified
## 1813      45139.6300         Year                  Y   Certified
## 1814     143481.9800         Year                  N      Denied
## 1815     169851.3500         Year                  Y   Certified
## 1816      33040.5800         Year                  Y      Denied
## 1817      38225.1600         Year                  Y      Denied
## 1818      35866.2300         Year                  Y   Certified
## 1819      68909.1100         Year                  Y      Denied
## 1820       6436.4200         Year                  Y   Certified
## 1821     133371.9600         Year                  Y      Denied
## 1822     216452.6900         Year                  Y      Denied
## 1823     130798.6700         Year                  Y   Certified
## 1824       9998.9700         Year                  Y   Certified
## 1825     113307.5300         Year                  Y   Certified
## 1826      31438.9900         Year                  Y   Certified
## 1827     148325.6900         Year                  Y   Certified
## 1828      22107.6900         Year                  Y   Certified
## 1829      52619.4500         Year                  Y      Denied
## 1830        463.8686         Hour                  Y      Denied
## 1831     123826.1800         Year                  Y   Certified
## 1832      50394.2600         Year                  Y   Certified
## 1833      73991.7800         Year                  Y      Denied
## 1834     135400.7900         Year                  Y      Denied
## 1835        816.7541         Hour                  Y   Certified
## 1836     102037.5800         Year                  Y      Denied
## 1837      30210.1800         Year                  Y   Certified
## 1838     123214.4800        Month                  Y   Certified
## 1839      42039.3700         Year                  Y   Certified
## 1840      33857.5500         Year                  Y      Denied
## 1841      73697.8700         Year                  Y      Denied
## 1842      68680.6600         Year                  Y   Certified
## 1843      95729.3400         Year                  Y   Certified
## 1844      97368.1500         Year                  Y   Certified
## 1845        390.1588         Hour                  Y   Certified
## 1846     143807.1000         Year                  Y   Certified
## 1847      28196.8000         Year                  Y   Certified
## 1848     247545.2300         Year                  Y   Certified
## 1849      57439.5200         Year                  Y   Certified
## 1850      65366.0600         Year                  Y      Denied
## 1851      42496.0800         Year                  Y   Certified
## 1852      52006.3500         Year                  Y   Certified
## 1853      60137.6100         Year                  Y   Certified
## 1854      50688.4500         Year                  Y      Denied
## 1855     104717.3200         Year                  N   Certified
## 1856     165478.4300         Year                  Y   Certified
## 1857     116878.9700         Year                  Y      Denied
## 1858       8818.8200         Year                  Y   Certified
## 1859     150957.1800         Year                  Y   Certified
## 1860      68411.2300         Year                  Y      Denied
## 1861      16196.8600         Year                  N   Certified
## 1862     156500.0000         Year                  Y   Certified
## 1863      49950.2000         Year                  Y   Certified
## 1864     144922.1600         Year                  N   Certified
## 1865      33759.4800         Year                  Y   Certified
## 1866      25742.0500         Year                  Y   Certified
## 1867     137833.9100         Year                  N   Certified
## 1868      87317.1200         Year                  N   Certified
## 1869     144191.4000         Year                  N   Certified
## 1870     135257.9700         Year                  Y      Denied
## 1871     154247.7600         Year                  Y   Certified
## 1872      69076.3400         Year                  Y   Certified
## 1873         50.4192         Hour                  Y   Certified
## 1874      82908.4700         Year                  Y   Certified
## 1875      12521.0700         Year                  Y   Certified
## 1876      25822.1900         Year                  Y      Denied
## 1877     102168.2000         Year                  Y      Denied
## 1878      51357.5000         Year                  Y   Certified
## 1879        350.0159         Hour                  Y      Denied
## 1880      35008.3600         Year                  Y   Certified
## 1881         46.1228         Hour                  Y      Denied
## 1882      72674.6000         Year                  N      Denied
## 1883      78340.7400         Year                  Y      Denied
## 1884     111464.7100         Year                  Y   Certified
## 1885      75010.5800         Year                  Y   Certified
## 1886      59611.3700         Year                  Y   Certified
## 1887      89326.6100         Year                  N   Certified
## 1888      44499.6200         Year                  N   Certified
## 1889      31520.3100         Year                  Y   Certified
## 1890     234139.1700         Year                  Y   Certified
## 1891       5712.9500         Year                  Y   Certified
## 1892      90623.3500         Year                  Y   Certified
## 1893        398.5782         Hour                  Y   Certified
## 1894      66023.2400         Year                  Y   Certified
## 1895     112188.0000         Year                  Y   Certified
## 1896      23183.2300         Year                  Y   Certified
## 1897      82838.4000         Year                  Y   Certified
## 1898      34532.0300         Year                  Y      Denied
## 1899       1508.7200         Year                  Y   Certified
## 1900      41145.7600         Year                  Y      Denied
## 1901      88330.4600         Year                  Y   Certified
## 1902     103868.8900         Year                  Y   Certified
## 1903      87647.0500         Year                  Y      Denied
## 1904     106939.2800         Year                  Y   Certified
## 1905      61606.5100         Year                  Y   Certified
## 1906      41743.4200         Year                  Y   Certified
## 1907      66762.2600         Year                  N      Denied
## 1908      39164.1100         Year                  Y      Denied
## 1909      73335.6100         Year                  Y      Denied
## 1910      91171.2200         Year                  Y   Certified
## 1911      11572.1900         Year                  Y   Certified
## 1912      88459.7700         Year                  Y   Certified
## 1913      35287.1100         Year                  Y   Certified
## 1914      62828.3400         Year                  Y   Certified
## 1915      52608.2700         Year                  Y   Certified
## 1916      78362.6800         Year                  Y   Certified
## 1917     115614.1400         Year                  Y   Certified
## 1918     122561.0900         Year                  Y   Certified
## 1919      46604.3400         Year                  Y   Certified
## 1920      98796.8400         Year                  N   Certified
## 1921     104577.4500         Year                  Y   Certified
## 1922     118092.9800         Year                  Y   Certified
## 1923      74435.3000         Year                  Y   Certified
## 1924      90323.4800         Year                  Y   Certified
## 1925      76221.6800         Year                  Y   Certified
## 1926      83602.2100         Year                  Y   Certified
## 1927      47615.4300         Year                  Y      Denied
## 1928      90844.3600         Year                  Y   Certified
## 1929      13159.8800         Year                  Y      Denied
## 1930      44892.3900         Year                  Y      Denied
## 1931      70580.8500         Year                  Y   Certified
## 1932      68952.7300         Year                  Y   Certified
## 1933      58524.1600         Year                  Y      Denied
## 1934     104657.6800         Year                  Y   Certified
## 1935        410.1235         Hour                  Y   Certified
## 1936     108618.7100         Year                  Y   Certified
## 1937      64849.1700         Year                  Y      Denied
## 1938     116816.0900         Year                  Y   Certified
## 1939      29690.1100         Year                  Y   Certified
## 1940      77546.8000         Year                  Y      Denied
## 1941      21552.6200         Year                  Y      Denied
## 1942      23331.8700         Year                  Y   Certified
## 1943      17916.4600         Year                  Y   Certified
## 1944      12821.6100         Year                  Y   Certified
## 1945      43255.8900         Year                  Y      Denied
## 1946        144.7600         Hour                  Y      Denied
## 1947        328.9512         Hour                  Y      Denied
## 1948      78321.5000         Year                  Y   Certified
## 1949      67149.7500         Year                  Y   Certified
## 1950     169950.7800         Year                  Y   Certified
## 1951     231834.7200         Year                  Y   Certified
## 1952     128004.0600         Year                  N   Certified
## 1953      63085.5300         Year                  Y   Certified
## 1954     101567.6300         Year                  Y   Certified
## 1955     121089.2500         Year                  N   Certified
## 1956     192550.9600         Year                  Y   Certified
## 1957      82472.6800         Year                  Y   Certified
## 1958      60184.4800         Year                  Y      Denied
## 1959     109385.3900         Year                  Y   Certified
## 1960      59101.3800         Year                  Y   Certified
## 1961      80677.4400         Year                  Y   Certified
## 1962      46326.4900         Year                  Y      Denied
## 1963      13062.0900         Year                  Y   Certified
## 1964      36934.3200         Year                  Y      Denied
## 1965     156564.1300         Year                  N   Certified
## 1966      25409.0300         Year                  Y   Certified
## 1967      52731.8200         Year                  Y      Denied
## 1968     141382.3300         Year                  N      Denied
## 1969     124187.6900         Year                  Y   Certified
## 1970     157203.4000         Year                  Y      Denied
## 1971       6702.2400         Year                  Y   Certified
## 1972     147705.3000         Year                  Y   Certified
## 1973     102883.2400         Year                  Y   Certified
## 1974      45343.1500         Year                  Y   Certified
## 1975      87796.8100         Year                  N   Certified
## 1976      12603.9400         Year                  Y   Certified
## 1977      46635.5800         Year                  Y   Certified
## 1978      17879.0800         Year                  Y   Certified
## 1979     143976.1500         Year                  Y   Certified
## 1980      44020.8500         Year                  Y   Certified
## 1981      40006.4700         Year                  Y   Certified
## 1982      67881.5900         Year                  Y   Certified
## 1983     101368.1500         Year                  Y   Certified
## 1984      79274.3900         Year                  Y   Certified
## 1985      61904.8900         Year                  Y      Denied
## 1986     140636.5400         Year                  N   Certified
## 1987      34242.5900         Year                  Y   Certified
## 1988      89747.9300         Year                  Y   Certified
## 1989      38551.6700         Year                  Y   Certified
## 1990      76025.8600         Year                  Y   Certified
## 1991     126548.5900         Year                  Y   Certified
## 1992      58642.4500         Year                  N   Certified
## 1993     103199.4700         Year                  Y   Certified
## 1994      48099.9300         Year                  Y   Certified
## 1995      70884.3400         Year                  Y   Certified
## 1996      54816.4100         Year                  Y   Certified
## 1997      82498.2600         Year                  N      Denied
## 1998     107346.9600         Year                  Y      Denied
## 1999     112623.2000         Year                  Y      Denied
## 2000      90443.2400         Year                  Y   Certified
## 2001       6535.0200         Year                  Y   Certified
## 2002      53360.3500         Year                  Y   Certified
## 2003      55555.2000         Year                  Y      Denied
## 2004     112557.6900         Year                  N      Denied
## 2005        645.3530         Hour                  Y   Certified
## 2006     123919.3400         Year                  Y   Certified
## 2007     104538.1800         Year                  N   Certified
## 2008      13393.2800         Year                  Y   Certified
## 2009      64748.4200         Year                  Y      Denied
## 2010      85089.4700         Year                  Y      Denied
## 2011         10.1111         Hour                  Y      Denied
## 2012      54373.3000         Year                  Y   Certified
## 2013     102323.9200         Year                  Y   Certified
## 2014      20155.9300         Year                  Y   Certified
## 2015      61351.3500         Year                  Y      Denied
## 2016     157604.9500         Year                  Y   Certified
## 2017      60817.1500         Week                  Y      Denied
## 2018      99585.7300         Year                  N   Certified
## 2019     124056.3200         Year                  Y   Certified
## 2020     110924.4300         Year                  Y      Denied
## 2021      18190.7200         Year                  Y   Certified
## 2022        649.1376         Hour                  Y      Denied
## 2023      54713.8700         Year                  Y   Certified
## 2024      86921.7300         Year                  N   Certified
## 2025     131259.9600         Year                  Y   Certified
## 2026     132938.3100         Year                  N   Certified
## 2027     222730.5700         Year                  Y   Certified
## 2028     104664.5000         Year                  Y   Certified
## 2029      33391.0800         Year                  Y   Certified
## 2030       7671.2300         Year                  Y   Certified
## 2031      52874.4100         Year                  Y   Certified
## 2032     120262.0500         Year                  Y   Certified
## 2033      76006.9300         Year                  Y   Certified
## 2034      81203.6800         Year                  Y   Certified
## 2035      39572.0900         Year                  Y      Denied
## 2036      50088.3700         Year                  N   Certified
## 2037        916.3453         Hour                  Y   Certified
## 2038     135757.8900         Year                  Y      Denied
## 2039      33438.6000         Year                  Y   Certified
## 2040     101757.0300         Year                  Y   Certified
## 2041      99258.1700         Year                  N   Certified
## 2042      55394.1700         Year                  Y      Denied
## 2043      62416.6000         Year                  N   Certified
## 2044      16934.8900         Year                  Y      Denied
## 2045       4043.5500         Year                  Y      Denied
## 2046     128514.4200         Year                  Y   Certified
## 2047      20945.6400         Year                  Y   Certified
## 2048      12032.4900         Year                  Y   Certified
## 2049      95418.6500         Year                  Y   Certified
## 2050     211527.0600         Year                  Y   Certified
## 2051      57268.0600         Year                  Y   Certified
## 2052        375.6911         Hour                  Y   Certified
## 2053     150159.1900         Year                  Y   Certified
## 2054      29067.3800         Year                  Y   Certified
## 2055      74586.1100         Year                  N   Certified
## 2056     142144.1100         Year                  Y      Denied
## 2057     101440.7400         Year                  Y      Denied
## 2058      83216.3300         Year                  Y      Denied
## 2059      72055.5400         Year                  Y   Certified
## 2060     126533.1700         Year                  Y   Certified
## 2061      69085.6300         Year                  Y   Certified
## 2062      85412.0500         Year                  Y   Certified
## 2063      28096.6300         Year                  Y   Certified
## 2064      97039.7800         Year                  Y   Certified
## 2065      75659.6800         Year                  Y   Certified
## 2066     145343.0900         Year                  Y   Certified
## 2067     239773.6300         Year                  Y   Certified
## 2068     123244.5200         Year                  Y   Certified
## 2069      30641.3700         Year                  Y   Certified
## 2070      26247.6300         Year                  Y   Certified
## 2071     118320.0000         Year                  Y      Denied
## 2072     104564.2500         Year                  N   Certified
## 2073     108248.9800         Year                  Y   Certified
## 2074      93839.5200         Year                  Y   Certified
## 2075        527.2303         Hour                  Y   Certified
## 2076      47162.7700         Year                  N      Denied
## 2077     104509.0000         Year                  Y   Certified
## 2078      58446.0500         Year                  Y      Denied
## 2079     123049.8800         Year                  Y      Denied
## 2080      51798.2600         Year                  Y   Certified
## 2081        344.2022         Hour                  Y      Denied
## 2082      21945.0400         Year                  Y   Certified
## 2083        959.7729         Hour                  Y   Certified
## 2084     143175.3000         Year                  Y   Certified
## 2085      66344.0700         Year                  Y      Denied
## 2086      75883.6900         Year                  Y   Certified
## 2087      96268.4900         Year                  N      Denied
## 2088      34685.4700         Year                  Y      Denied
## 2089     127381.4600         Year                  Y   Certified
## 2090     122720.1200         Year                  Y   Certified
## 2091      98136.1100         Year                  Y   Certified
## 2092      31653.7100         Year                  Y      Denied
## 2093     135899.2700         Year                  N   Certified
## 2094     130600.5300         Year                  Y   Certified
## 2095     220553.9500         Year                  N   Certified
## 2096        208.5263         Hour                  Y   Certified
## 2097     237539.3200         Year                  N   Certified
## 2098     125531.2900         Year                  Y      Denied
## 2099      44350.3500         Year                  Y   Certified
## 2100     266440.4900         Year                  Y   Certified
## 2101      62436.6300         Year                  Y   Certified
## 2102      46090.1100         Year                  Y      Denied
## 2103      61757.8800         Year                  Y      Denied
## 2104      58725.2300         Year                  Y   Certified
## 2105       4868.4900         Year                  Y      Denied
## 2106      92444.6900         Year                  Y   Certified
## 2107      45106.0500         Year                  N   Certified
## 2108      56741.4400         Year                  Y      Denied
## 2109      47381.0000         Year                  Y   Certified
## 2110      12647.1400         Year                  Y      Denied
## 2111        551.7790         Hour                  Y   Certified
## 2112      68598.6900         Year                  Y      Denied
## 2113      47173.4000         Year                  Y   Certified
## 2114      79964.5600         Year                  N   Certified
## 2115     277281.0100         Year                  N   Certified
## 2116     134316.7900         Year                  N      Denied
## 2117      41823.9500         Year                  N      Denied
## 2118      92817.0400         Year                  N   Certified
## 2119      16118.7700         Year                  Y   Certified
## 2120        108.0400         Hour                  Y      Denied
## 2121      71293.4200         Year                  Y   Certified
## 2122      49956.7900         Year                  Y   Certified
## 2123     111678.6200         Year                  Y   Certified
## 2124      69260.2500         Year                  Y      Denied
## 2125     204663.0300         Year                  N   Certified
## 2126      77136.3500         Year                  Y   Certified
## 2127     148949.8100         Year                  N   Certified
## 2128      44800.3400         Year                  Y   Certified
## 2129      64544.7600         Year                  Y   Certified
## 2130      41649.5600         Year                  N   Certified
## 2131        610.5874         Hour                  Y   Certified
## 2132      15996.7300         Year                  Y   Certified
## 2133      40394.7800         Year                  Y   Certified
## 2134     122056.6400         Year                  Y   Certified
## 2135       8883.4800         Year                  Y   Certified
## 2136     113020.0800         Year                  Y      Denied
## 2137      58235.4400         Year                  Y      Denied
## 2138      87161.0400         Year                  Y   Certified
## 2139      42201.5700         Year                  Y      Denied
## 2140      97343.5600         Year                  N   Certified
## 2141      56844.7600         Year                  Y      Denied
## 2142     107973.4400         Year                  N   Certified
## 2143       9352.4100         Year                  Y   Certified
## 2144     113721.4800         Year                  Y   Certified
## 2145      62806.9200         Year                  Y   Certified
## 2146      51567.4800         Year                  Y   Certified
## 2147      39867.4900         Year                  Y   Certified
## 2148       4942.2500         Year                  Y   Certified
## 2149     105190.0000         Year                  Y   Certified
## 2150     108576.6500         Year                  Y   Certified
## 2151      85858.7400         Year                  Y   Certified
## 2152     137213.7300         Year                  Y   Certified
## 2153        994.1811         Hour                  Y   Certified
## 2154     106017.3600         Year                  Y      Denied
## 2155      72072.2600         Year                  Y   Certified
## 2156     136294.3600         Year                  N   Certified
## 2157      61862.5600         Year                  Y   Certified
## 2158      35486.0700         Year                  Y      Denied
## 2159      84930.6700         Year                  Y   Certified
## 2160        254.5742         Hour                  Y      Denied
## 2161      96967.3500         Year                  Y      Denied
## 2162      25769.7700         Year                  Y      Denied
## 2163     101389.2500         Year                  N      Denied
## 2164      94125.2800         Year                  Y   Certified
## 2165     103107.6900         Year                  Y   Certified
## 2166      65345.5800         Year                  Y   Certified
## 2167      22800.2500         Year                  Y   Certified
## 2168      94583.3600         Year                  Y   Certified
## 2169      41004.7200         Year                  Y   Certified
## 2170     138688.0600         Year                  Y      Denied
## 2171      32805.6000         Year                  Y   Certified
## 2172     133738.1300         Year                  Y      Denied
## 2173     156609.9400         Year                  Y      Denied
## 2174     127180.6700         Year                  Y   Certified
## 2175      63183.8000         Year                  Y   Certified
## 2176      56367.4900         Year                  Y   Certified
## 2177      95089.4800         Year                  Y      Denied
## 2178      57874.1300         Year                  Y   Certified
## 2179      92752.1300         Year                  Y      Denied
## 2180      51725.4700         Year                  Y   Certified
## 2181     104419.0100         Year                  Y   Certified
## 2182      96432.5900         Year                  Y   Certified
## 2183        559.6169         Hour                  Y      Denied
## 2184     109169.8600         Year                  N      Denied
## 2185        923.6500         Year                  Y   Certified
## 2186      83333.0300         Year                  N   Certified
## 2187      54744.9200         Year                  Y   Certified
## 2188     109419.5000         Year                  Y   Certified
## 2189      15260.0800         Year                  Y   Certified
## 2190      85458.4800         Year                  N   Certified
## 2191      19582.5900         Year                  Y   Certified
## 2192     106743.6000         Year                  Y   Certified
## 2193      81730.7000         Year                  Y   Certified
## 2194      49487.5700         Year                  Y   Certified
## 2195      93415.6200         Year                  Y   Certified
## 2196      40802.4200         Year                  Y   Certified
## 2197        574.1964         Hour                  Y   Certified
## 2198       8516.7600         Year                  Y   Certified
## 2199      51864.6800         Year                  Y   Certified
## 2200      40084.4500         Year                  Y   Certified
## 2201      22856.1400         Year                  Y   Certified
## 2202      52603.5900         Year                  Y   Certified
## 2203      10123.2900         Year                  Y   Certified
## 2204     117276.1200         Year                  Y   Certified
## 2205      81615.6300         Year                  Y   Certified
## 2206      52502.3300         Year                  Y   Certified
## 2207      81234.0900         Year                  Y   Certified
## 2208      78496.9300         Year                  Y      Denied
## 2209      84314.0800         Year                  Y   Certified
## 2210       3228.8000         Year                  Y   Certified
## 2211     117123.2600         Year                  Y      Denied
## 2212     144798.5400         Week                  Y   Certified
## 2213      48371.6700         Year                  Y   Certified
## 2214     110257.8800         Year                  Y      Denied
## 2215        288.4735         Hour                  Y   Certified
## 2216     115911.5700         Year                  Y      Denied
## 2217      74552.8800         Year                  Y   Certified
## 2218      55114.0000         Year                  Y   Certified
## 2219        130.6900         Hour                  Y      Denied
## 2220      28152.1000         Year                  Y   Certified
## 2221     178684.3600         Year                  Y   Certified
## 2222        194.0100         Year                  Y      Denied
## 2223     102447.5800         Year                  Y   Certified
## 2224      92431.2600         Year                  Y   Certified
## 2225      32932.7700         Year                  Y      Denied
## 2226        317.7013         Hour                  Y      Denied
## 2227      91379.0600         Year                  Y   Certified
## 2228     155318.7700         Year                  Y   Certified
## 2229      66345.4500         Year                  Y      Denied
## 2230      34294.1300         Year                  Y   Certified
## 2231      83465.5300         Year                  Y   Certified
## 2232      72875.8100         Year                  Y   Certified
## 2233      97618.8200         Year                  Y   Certified
## 2234      28454.7700         Year                  Y   Certified
## 2235      35667.4200         Year                  Y      Denied
## 2236     133904.2400         Year                  Y   Certified
## 2237      70219.0100         Year                  Y   Certified
## 2238      87783.3800         Year                  Y   Certified
## 2239      53906.0700         Year                  Y   Certified
## 2240      31982.4300         Year                  Y   Certified
## 2241      17788.0400         Year                  Y   Certified
## 2242     138516.4300         Year                  Y   Certified
## 2243      42550.3800         Year                  Y   Certified
## 2244      37125.6000         Year                  Y      Denied
## 2245      40663.9800         Year                  Y      Denied
## 2246      52603.4200         Year                  Y   Certified
## 2247      28827.5000         Year                  Y   Certified
## 2248     148048.4300         Year                  Y   Certified
## 2249      67940.3500         Year                  N   Certified
## 2250     153638.3000         Year                  Y   Certified
## 2251      29840.0200         Year                  Y   Certified
## 2252        773.3891         Hour                  Y      Denied
## 2253      42032.0300         Year                  Y   Certified
## 2254     139734.3200         Year                  Y   Certified
## 2255     133534.1800         Year                  Y      Denied
## 2256      57374.8300         Week                  Y   Certified
## 2257      39597.2800         Year                  Y   Certified
## 2258       9289.4600         Year                  Y   Certified
## 2259      66295.3400         Year                  N   Certified
## 2260      26072.0500         Year                  Y   Certified
## 2261     132901.1900         Year                  N   Certified
## 2262      79026.0500         Year                  Y   Certified
## 2263      70807.5100         Year                  Y      Denied
## 2264     114907.5100         Year                  Y      Denied
## 2265      77095.4900         Year                  Y   Certified
## 2266      94141.0000         Year                  Y      Denied
## 2267     155492.2300         Year                  N   Certified
## 2268       1437.9900         Year                  Y   Certified
## 2269      37240.6100         Year                  Y      Denied
## 2270      60890.4300         Year                  Y   Certified
## 2271      39296.5000         Year                  Y   Certified
## 2272     114010.8700         Year                  Y   Certified
## 2273      24370.1700         Year                  Y   Certified
## 2274     275627.5900         Year                  Y   Certified
## 2275      66375.4700         Year                  Y      Denied
## 2276      58043.3600         Year                  Y   Certified
## 2277      18833.1100         Year                  Y      Denied
## 2278      85349.3900         Year                  Y   Certified
## 2279      36991.7400         Year                  Y   Certified
## 2280      99780.4700         Year                  Y   Certified
## 2281     106562.5700         Week                  Y   Certified
## 2282      25803.1900         Year                  Y   Certified
## 2283     112556.7900         Year                  Y   Certified
## 2284      15922.5700         Year                  Y      Denied
## 2285      21979.5500         Year                  Y   Certified
## 2286      93456.3800         Year                  Y   Certified
## 2287     101046.8300         Year                  Y   Certified
## 2288      68263.8600         Year                  Y   Certified
## 2289      43023.2900         Year                  Y      Denied
## 2290      95860.9600         Year                  Y   Certified
## 2291     143969.4700         Year                  N      Denied
## 2292      54288.9000         Year                  Y   Certified
## 2293      16641.1500         Year                  Y   Certified
## 2294      84899.2000         Year                  Y   Certified
## 2295      31247.2200         Year                  Y   Certified
## 2296     101011.9200         Week                  Y   Certified
## 2297      94061.6600         Year                  Y   Certified
## 2298      89394.5000         Week                  Y      Denied
## 2299      99064.6300         Year                  Y   Certified
## 2300      22543.9800         Year                  Y      Denied
## 2301      41441.3900         Year                  Y      Denied
## 2302      68141.7500         Year                  Y      Denied
## 2303      75779.9100         Year                  Y   Certified
## 2304     140366.5200         Year                  Y   Certified
## 2305      63944.8100         Year                  Y   Certified
## 2306      68369.9500         Year                  Y   Certified
## 2307      57223.1800         Year                  Y   Certified
## 2308      50797.6700         Year                  Y   Certified
## 2309      39596.6700         Year                  Y   Certified
## 2310      70403.0000         Year                  Y   Certified
## 2311      33678.6200         Year                  Y   Certified
## 2312      38861.8600         Year                  Y   Certified
## 2313      40372.2900         Year                  Y   Certified
## 2314      34111.8400         Year                  Y   Certified
## 2315      83375.1700         Year                  Y   Certified
## 2316      45079.1300         Year                  Y   Certified
## 2317      96237.9300         Year                  Y   Certified
## 2318      19160.2500         Year                  Y   Certified
## 2319     183201.1500         Year                  Y   Certified
## 2320     127772.0200         Year                  Y   Certified
## 2321     108104.5500         Year                  N   Certified
## 2322      75722.9800         Year                  Y      Denied
## 2323        127.5109         Hour                  Y   Certified
## 2324      59411.5300         Year                  Y      Denied
## 2325      45435.3800         Year                  Y   Certified
## 2326      87483.2100         Year                  Y   Certified
## 2327     135799.4200         Year                  Y   Certified
## 2328      54688.5000         Year                  Y   Certified
## 2329        191.6301         Hour                  Y   Certified
## 2330      68510.5100         Year                  Y   Certified
## 2331      73154.9500         Year                  Y   Certified
## 2332     100078.4200         Year                  N   Certified
## 2333      46438.0300         Year                  Y      Denied
## 2334     105978.8700         Year                  Y   Certified
## 2335      85253.3900         Year                  Y   Certified
## 2336         78.6823         Hour                  Y   Certified
## 2337      48526.0600         Year                  Y   Certified
## 2338      51433.3900         Year                  Y   Certified
## 2339        324.2135         Hour                  Y   Certified
## 2340      64787.5100         Year                  Y   Certified
## 2341      37121.7800         Year                  Y   Certified
## 2342      26525.5000         Year                  Y      Denied
## 2343      44713.3400         Year                  Y   Certified
## 2344      52549.1500         Year                  Y   Certified
## 2345     117043.8800         Year                  Y   Certified
## 2346      33869.9800         Year                  Y      Denied
## 2347        147.3300         Hour                  Y   Certified
## 2348        101.9300         Hour                  Y      Denied
## 2349     249291.1200        Month                  Y   Certified
## 2350      82062.0200         Year                  N      Denied
## 2351      19334.8100         Year                  Y      Denied
## 2352      13459.8700         Year                  Y   Certified
## 2353     182394.8300         Year                  Y   Certified
## 2354     174552.2700         Year                  Y   Certified
## 2355      18008.8400         Year                  Y   Certified
## 2356      94869.9000         Year                  Y   Certified
## 2357     128470.8300         Week                  Y      Denied
## 2358      27591.1500         Year                  Y   Certified
## 2359      41558.4200         Year                  Y      Denied
## 2360      36150.6300         Year                  Y   Certified
## 2361      90259.2600         Year                  Y      Denied
## 2362      33877.3400         Year                  Y   Certified
## 2363     116345.9700         Year                  N   Certified
## 2364      87200.5600         Year                  Y   Certified
## 2365      52313.0400         Year                  N   Certified
## 2366     118031.8900         Year                  Y   Certified
## 2367     292106.5900         Year                  N      Denied
## 2368      69341.9700         Year                  Y   Certified
## 2369      68560.9100         Year                  Y   Certified
## 2370     117156.2100         Year                  Y   Certified
## 2371     117921.5400         Year                  N      Denied
## 2372     153640.8800         Year                  Y      Denied
## 2373      76865.0500         Year                  Y   Certified
## 2374     114187.0100         Year                  Y   Certified
## 2375      73670.7600         Year                  Y   Certified
## 2376     104747.6500         Year                  N   Certified
## 2377     115484.4400         Year                  Y      Denied
## 2378      34245.0500         Week                  Y   Certified
## 2379      60759.6300         Year                  Y   Certified
## 2380        255.9100         Hour                  Y   Certified
## 2381     100686.2000         Year                  Y   Certified
## 2382      68050.1800         Year                  Y   Certified
## 2383     168949.0700         Year                  Y      Denied
## 2384      40925.1500         Year                  Y      Denied
## 2385         74.2851         Hour                  Y      Denied
## 2386     106312.6900         Year                  Y   Certified
## 2387      31801.8400         Year                  Y   Certified
## 2388        230.4357         Hour                  Y      Denied
## 2389      24836.5800         Year                  Y   Certified
## 2390      67162.1500         Year                  Y   Certified
## 2391      49481.7700         Year                  Y      Denied
## 2392     124211.9800         Year                  Y   Certified
## 2393      91127.7000         Year                  Y   Certified
## 2394       7187.5000         Year                  Y   Certified
## 2395      75992.4600         Year                  Y   Certified
## 2396      59243.9000         Year                  Y   Certified
## 2397     163591.2700         Year                  Y      Denied
## 2398      33664.2900         Year                  Y   Certified
## 2399      99784.5600         Week                  Y   Certified
## 2400      48301.7500         Year                  Y      Denied
## 2401     103394.5100         Year                  Y      Denied
## 2402      75483.0700         Year                  Y   Certified
## 2403      96398.5400         Year                  Y      Denied
## 2404      75107.3700         Year                  Y      Denied
## 2405      84717.6400         Year                  N   Certified
## 2406     127279.9600         Year                  N   Certified
## 2407     170332.5000         Year                  Y   Certified
## 2408      67804.7300         Year                  Y   Certified
## 2409     134481.3100         Year                  Y   Certified
## 2410     105407.1100         Year                  Y      Denied
## 2411      67165.0900         Year                  Y      Denied
## 2412      18408.1000         Year                  Y   Certified
## 2413        704.0600         Year                  Y      Denied
## 2414      53571.9900         Year                  Y      Denied
## 2415     234012.1100         Year                  Y   Certified
## 2416      15005.3500         Year                  Y   Certified
## 2417     140681.2300         Year                  Y   Certified
## 2418      47190.8000         Year                  Y      Denied
## 2419     114808.9500         Year                  Y   Certified
## 2420     122580.6200         Year                  Y      Denied
## 2421        926.2305         Hour                  Y   Certified
## 2422      33413.2400         Year                  Y   Certified
## 2423      46083.8900         Year                  Y   Certified
## 2424      31139.1400         Year                  Y   Certified
## 2425        360.0767         Hour                  Y   Certified
## 2426      80224.2100         Year                  Y   Certified
## 2427      73092.0400         Year                  Y   Certified
## 2428      45383.6000         Year                  Y      Denied
## 2429     247009.2400         Year                  Y   Certified
## 2430      22476.1800         Year                  Y   Certified
## 2431      80766.5600         Year                  Y      Denied
## 2432      43387.8100         Year                  Y      Denied
## 2433     114283.4200         Year                  Y   Certified
## 2434     135700.6800         Year                  Y      Denied
## 2435      84824.1000         Year                  Y   Certified
## 2436      70053.6700         Year                  Y   Certified
## 2437     200527.1300         Year                  Y   Certified
## 2438      97524.8500         Year                  Y      Denied
## 2439     193048.6700         Year                  Y   Certified
## 2440     149406.3600         Year                  N   Certified
## 2441     108565.0000         Year                  Y      Denied
## 2442      73542.3300         Year                  Y   Certified
## 2443      62282.5000         Year                  N   Certified
## 2444       2100.5800         Year                  Y   Certified
## 2445      11709.4400         Year                  Y   Certified
## 2446      85601.6400         Year                  Y      Denied
## 2447      54175.9800         Year                  Y      Denied
## 2448     189518.3200         Year                  Y      Denied
## 2449     109026.5700         Year                  Y   Certified
## 2450      59766.8200         Year                  Y   Certified
## 2451     267726.0900         Year                  Y   Certified
## 2452      96787.6700         Year                  Y   Certified
## 2453      82540.6300         Year                  Y   Certified
## 2454      59755.1200         Year                  Y   Certified
## 2455      60036.1800         Year                  Y   Certified
## 2456      42400.5100         Year                  N   Certified
## 2457        307.1653         Hour                  Y      Denied
## 2458     121129.2700         Year                  Y      Denied
## 2459      91132.0200         Year                  Y   Certified
## 2460       6690.6700         Year                  Y      Denied
## 2461      21151.2700         Year                  Y   Certified
## 2462      29163.3300         Year                  Y   Certified
## 2463      63156.0300         Year                  Y   Certified
## 2464      87250.5000         Year                  Y   Certified
## 2465     114878.6900         Year                  Y   Certified
## 2466      83893.8200         Year                  Y   Certified
## 2467     114862.8200         Year                  Y   Certified
## 2468      13657.1300         Year                  Y   Certified
## 2469      89546.2900         Year                  Y   Certified
## 2470       3226.5800         Year                  Y   Certified
## 2471      71434.3800         Year                  Y   Certified
## 2472       5299.5400         Year                  Y   Certified
## 2473      41774.3000         Year                  Y      Denied
## 2474        872.4254         Hour                  Y   Certified
## 2475        178.0827         Hour                  Y   Certified
## 2476      68202.1100         Year                  N   Certified
## 2477      10533.3400         Year                  Y      Denied
## 2478     167775.3200         Year                  Y   Certified
## 2479       3563.6500         Year                  N   Certified
## 2480      28216.5900         Year                  Y   Certified
## 2481      36687.8300         Year                  Y   Certified
## 2482     208805.2400         Year                  Y      Denied
## 2483      88531.7200         Year                  Y   Certified
## 2484     178327.4400         Year                  Y   Certified
## 2485      42739.8000         Year                  Y   Certified
## 2486      56822.1300         Year                  N   Certified
## 2487      63590.3000         Year                  Y   Certified
## 2488     167509.7400         Year                  N   Certified
## 2489      45748.3200         Year                  Y   Certified
## 2490     117643.8800         Year                  Y   Certified
## 2491     149794.7500         Year                  Y   Certified
## 2492      55572.7700         Year                  N   Certified
## 2493         97.6734         Hour                  Y   Certified
## 2494      91627.3700         Year                  Y   Certified
## 2495      73113.7400         Year                  Y      Denied
## 2496      99254.9400         Year                  Y   Certified
## 2497     132234.0000         Year                  Y   Certified
## 2498     127084.5000         Year                  Y   Certified
## 2499     124974.5800         Year                  N   Certified
## 2500     107097.3000         Year                  Y   Certified
## 2501      46609.1800         Year                  Y      Denied
## 2502      40209.7500         Year                  N   Certified
## 2503     107252.4100         Year                  Y   Certified
## 2504      21292.2500         Year                  Y   Certified
## 2505      11970.6000         Year                  Y   Certified
## 2506     108861.9100         Year                  Y   Certified
## 2507     121384.7500         Year                  Y   Certified
## 2508     109447.2000         Year                  Y   Certified
## 2509      47793.8000         Year                  Y   Certified
## 2510     135059.9900         Year                  Y   Certified
## 2511      86288.4500         Year                  Y   Certified
## 2512     129087.0500         Year                  Y      Denied
## 2513     212937.7200         Year                  Y      Denied
## 2514     222098.0900         Year                  Y   Certified
## 2515      86736.3500         Year                  Y   Certified
## 2516      74163.0300         Year                  Y      Denied
## 2517     156514.4300         Year                  N      Denied
## 2518        283.8000         Year                  Y      Denied
## 2519        283.4567         Hour                  Y      Denied
## 2520     280661.1300         Year                  Y   Certified
## 2521        140.8200         Hour                  Y      Denied
## 2522      59555.7000         Year                  Y   Certified
## 2523      29309.9700         Year                  Y   Certified
## 2524      36947.2600         Year                  Y   Certified
## 2525     167821.3600         Year                  Y      Denied
## 2526        721.5274         Hour                  Y      Denied
## 2527      59173.9600         Year                  Y   Certified
## 2528        653.4797         Hour                  Y      Denied
## 2529      50812.1400         Year                  Y   Certified
## 2530     139492.3300         Year                  Y   Certified
## 2531     101541.5300         Year                  Y   Certified
## 2532     141931.0200         Year                  Y      Denied
## 2533     148542.7500         Year                  Y   Certified
## 2534     212371.5900         Year                  Y   Certified
## 2535     113609.5100        Month                  Y      Denied
## 2536      34639.6500         Year                  Y   Certified
## 2537      98871.7800         Year                  Y   Certified
## 2538     163789.9300         Year                  N   Certified
## 2539        798.4000         Year                  Y   Certified
## 2540      38680.3200         Year                  Y   Certified
## 2541      64158.9800         Year                  Y   Certified
## 2542        560.1519         Hour                  Y   Certified
## 2543      22518.4700         Year                  Y   Certified
## 2544      78350.2600         Year                  Y   Certified
## 2545        853.5312         Hour                  Y   Certified
## 2546      89232.9800         Year                  Y   Certified
## 2547      68048.5200         Year                  Y   Certified
## 2548      56520.4300        Month                  Y   Certified
## 2549       2380.1800         Year                  Y   Certified
## 2550      79263.1200         Year                  Y   Certified
## 2551      68634.9900         Year                  Y   Certified
## 2552     277984.5200         Year                  Y   Certified
## 2553     130701.5800         Year                  N      Denied
## 2554      58301.5500         Year                  Y   Certified
## 2555     262852.7100         Year                  Y   Certified
## 2556      52219.2300         Year                  N   Certified
## 2557      92076.6800         Year                  Y   Certified
## 2558       7713.0700         Year                  Y   Certified
## 2559      92833.9500         Year                  Y   Certified
## 2560      16376.6400         Year                  Y   Certified
## 2561      90489.5100         Year                  Y   Certified
## 2562      44831.2000         Year                  Y   Certified
## 2563      86380.3500         Year                  Y   Certified
## 2564      28055.4600         Year                  Y   Certified
## 2565      37223.3900         Year                  Y      Denied
## 2566     132402.1800         Year                  Y      Denied
## 2567     150453.3800         Year                  Y   Certified
## 2568      36443.5600         Year                  N   Certified
## 2569      28845.2400         Year                  Y   Certified
## 2570     108672.2000         Year                  Y   Certified
## 2571      53984.2600         Year                  Y   Certified
## 2572      67889.6900         Year                  Y      Denied
## 2573      17228.3400         Year                  Y   Certified
## 2574      85330.5400         Year                  Y   Certified
## 2575      44447.6700         Year                  Y   Certified
## 2576      50418.0900         Year                  Y   Certified
## 2577      56544.6700         Year                  Y   Certified
## 2578      92211.1800         Year                  Y   Certified
## 2579      39933.2500         Year                  Y   Certified
## 2580      30218.3700         Year                  Y   Certified
## 2581      52644.0500         Year                  Y   Certified
## 2582      30317.3000         Year                  Y   Certified
## 2583      64707.6300         Year                  Y   Certified
## 2584     151206.8600         Year                  Y   Certified
## 2585      61219.4100         Year                  Y   Certified
## 2586      47432.1200        Month                  Y   Certified
## 2587     117602.0200         Year                  Y   Certified
## 2588       3542.1100         Year                  Y   Certified
## 2589      21389.8900         Year                  Y   Certified
## 2590      74494.9200         Year                  Y   Certified
## 2591      23324.6400         Year                  Y   Certified
## 2592      50590.8300         Year                  Y   Certified
## 2593        738.1177         Hour                  Y      Denied
## 2594      42608.2000         Year                  Y   Certified
## 2595     143589.0000         Year                  N   Certified
## 2596      67006.7100         Year                  Y      Denied
## 2597     111059.1900         Year                  Y      Denied
## 2598        773.1065         Hour                  Y      Denied
## 2599     115528.5300         Year                  Y      Denied
## 2600     102100.4300         Year                  N   Certified
## 2601     134269.4300         Year                  Y      Denied
## 2602     135691.4900         Year                  Y      Denied
## 2603     120329.6600         Year                  Y   Certified
## 2604      87322.8700         Year                  N      Denied
## 2605      94386.8900         Year                  Y   Certified
## 2606        692.4637         Hour                  Y   Certified
## 2607      93593.4800         Year                  Y   Certified
## 2608     136631.9000         Year                  Y      Denied
## 2609      11648.0100         Year                  Y   Certified
## 2610      40583.9300         Year                  Y   Certified
## 2611     144511.8900         Year                  N      Denied
## 2612     263877.2100         Year                  Y      Denied
## 2613      44864.7700         Year                  Y      Denied
## 2614     113334.3500         Year                  N      Denied
## 2615      95547.2800         Year                  Y   Certified
## 2616      53735.7200         Year                  Y   Certified
## 2617      90701.8900         Year                  Y   Certified
## 2618      84316.6800         Year                  Y   Certified
## 2619        124.1585         Hour                  Y      Denied
## 2620      33370.5100         Year                  Y      Denied
## 2621      55392.9900         Year                  Y   Certified
## 2622     125750.1000         Year                  Y   Certified
## 2623      79055.1700         Year                  Y      Denied
## 2624      96369.5300         Year                  Y      Denied
## 2625     124235.5300         Year                  Y   Certified
## 2626      43048.6000         Year                  Y   Certified
## 2627     106818.8900         Year                  N      Denied
## 2628      44353.7700         Year                  N   Certified
## 2629         85.9367         Hour                  Y      Denied
## 2630        933.9760         Hour                  Y      Denied
## 2631      92007.4400         Year                  Y   Certified
## 2632      51596.5600         Year                  Y      Denied
## 2633      43300.5700         Year                  Y   Certified
## 2634     138457.4000         Year                  Y   Certified
## 2635      15668.3200         Year                  Y      Denied
## 2636      18819.3000         Year                  Y      Denied
## 2637      15389.4300         Year                  Y   Certified
## 2638      52911.4800         Year                  Y   Certified
## 2639      11852.2400         Year                  Y   Certified
## 2640     106584.6300         Year                  Y   Certified
## 2641        774.2597         Hour                  Y      Denied
## 2642      15108.1500         Year                  Y      Denied
## 2643      76839.6500         Year                  Y      Denied
## 2644      76780.2900         Year                  Y   Certified
## 2645      30147.5700         Year                  Y   Certified
## 2646     103843.6300         Year                  N      Denied
## 2647     155515.1400         Year                  Y   Certified
## 2648     108806.2500         Year                  Y      Denied
## 2649     195755.0900         Year                  N   Certified
## 2650      59514.3700         Year                  Y   Certified
## 2651      57978.2600         Year                  Y      Denied
## 2652      74271.2600         Year                  Y      Denied
## 2653        242.0347         Hour                  Y      Denied
## 2654        113.6100         Hour                  Y      Denied
## 2655      26004.6600         Year                  Y      Denied
## 2656      29910.4000         Year                  Y      Denied
## 2657      37478.1000         Year                  Y   Certified
## 2658      92834.8600         Year                  N   Certified
## 2659     122965.9600         Year                  N      Denied
## 2660      99635.2900         Year                  Y   Certified
## 2661      86434.3300         Year                  N      Denied
## 2662     120180.8100         Year                  N      Denied
## 2663     192658.3300         Year                  Y      Denied
## 2664     124937.0200         Year                  N      Denied
## 2665      51828.9600         Year                  Y   Certified
## 2666      63677.5500         Year                  Y   Certified
## 2667      94583.8700         Year                  Y   Certified
## 2668      69240.6200         Year                  Y      Denied
## 2669      96729.2600         Year                  Y   Certified
## 2670     206170.3400         Year                  Y      Denied
## 2671      71716.8700         Year                  Y   Certified
## 2672        285.1525         Hour                  Y      Denied
## 2673      49402.3400         Year                  N   Certified
## 2674        706.1603         Hour                  Y      Denied
## 2675     139580.0500         Year                  Y   Certified
## 2676     110655.3900         Year                  Y   Certified
## 2677      85786.3400         Year                  Y      Denied
## 2678     139824.3300         Year                  Y   Certified
## 2679      65274.2700         Year                  Y      Denied
## 2680      29001.4800         Year                  Y   Certified
## 2681     110020.6800         Year                  Y   Certified
## 2682      80176.4800         Year                  N      Denied
## 2683      56399.8300         Year                  Y   Certified
## 2684     105438.4800         Year                  N      Denied
## 2685     125349.5200         Year                  Y      Denied
## 2686      94618.7700         Year                  Y      Denied
## 2687      62675.2600         Year                  Y   Certified
## 2688      38377.1900        Month                  Y   Certified
## 2689         65.8154         Hour                  Y      Denied
## 2690      78398.4900         Year                  Y   Certified
## 2691       5088.8100         Year                  Y   Certified
## 2692      64986.0100         Year                  Y   Certified
## 2693      28009.0200         Year                  Y      Denied
## 2694      73853.3300         Year                  Y   Certified
## 2695      49651.9500         Year                  Y      Denied
## 2696     174046.4800         Week                  Y   Certified
## 2697      70516.4800         Year                  Y      Denied
## 2698      90529.8600         Year                  Y      Denied
## 2699      48452.5700         Year                  Y   Certified
## 2700      40806.4400         Year                  Y   Certified
## 2701         47.2736         Hour                  Y      Denied
## 2702     150445.3700         Year                  Y      Denied
## 2703      64255.1400         Year                  Y   Certified
## 2704      77257.0100         Year                  Y      Denied
## 2705      19219.9300         Year                  Y      Denied
## 2706     152043.0400         Year                  Y   Certified
## 2707       3326.6100         Year                  Y   Certified
## 2708      15705.0800         Year                  Y      Denied
## 2709      35382.6600         Year                  Y      Denied
## 2710     150239.1000         Year                  Y      Denied
## 2711        209.8800         Hour                  Y      Denied
## 2712      71086.8200         Year                  Y   Certified
## 2713     100989.9400         Year                  Y      Denied
## 2714     111372.3100         Year                  Y      Denied
## 2715      87896.3100         Year                  Y      Denied
## 2716      88961.1700         Year                  Y   Certified
## 2717      17919.2100         Year                  Y   Certified
## 2718      92217.7300         Year                  Y      Denied
## 2719     230916.6400         Year                  Y   Certified
## 2720        132.0400         Hour                  Y      Denied
## 2721     172744.8600         Year                  Y   Certified
## 2722      94973.9000         Year                  Y      Denied
## 2723        616.5072         Hour                  Y      Denied
## 2724      64222.5700         Year                  Y      Denied
## 2725      22250.6300        Month                  Y   Certified
## 2726      56146.3800         Year                  Y      Denied
## 2727      94016.1900         Year                  Y   Certified
## 2728        173.5091         Hour                  Y      Denied
## 2729      48536.4800         Year                  Y      Denied
## 2730      21930.0800         Year                  Y      Denied
## 2731      92203.6200         Year                  Y      Denied
## 2732      78331.1900         Year                  Y   Certified
## 2733     112679.0200         Year                  Y   Certified
## 2734      32626.7800         Year                  Y      Denied
## 2735      26736.8200         Year                  Y      Denied
## 2736      31158.6900         Year                  Y      Denied
## 2737     133631.8700         Year                  Y      Denied
## 2738      43719.5100         Year                  Y   Certified
## 2739     121244.9000         Year                  N      Denied
## 2740      83777.6500         Year                  N      Denied
## 2741     127951.8500         Year                  N      Denied
## 2742      67552.1900         Year                  N   Certified
## 2743        158.5000         Year                  Y   Certified
## 2744       1454.0300         Year                  Y   Certified
## 2745     158586.0900         Year                  N      Denied
## 2746        776.9489         Hour                  Y   Certified
## 2747     183653.3100         Year                  Y      Denied
## 2748      40905.9100         Year                  Y   Certified
## 2749     115774.9600         Year                  Y      Denied
## 2750      80248.7700         Year                  N      Denied
## 2751     107979.7900         Year                  Y      Denied
## 2752      79583.4600         Year                  Y   Certified
## 2753      50664.6900         Year                  Y   Certified
## 2754      51866.5100         Year                  Y   Certified
## 2755     155518.3600         Year                  Y      Denied
## 2756      95193.2600         Year                  Y   Certified
## 2757      66453.5400         Year                  Y      Denied
## 2758      17940.6100         Year                  Y   Certified
## 2759      31514.0000         Year                  Y      Denied
## 2760      46853.2400         Year                  Y   Certified
## 2761        940.4745         Hour                  Y   Certified
## 2762      69765.8100         Year                  Y      Denied
## 2763      76553.0400         Week                  Y   Certified
## 2764     123087.2100         Year                  Y      Denied
## 2765      12661.7100         Week                  Y   Certified
## 2766     118660.2500         Year                  N      Denied
## 2767     264760.6400         Year                  Y   Certified
## 2768     120669.7600         Year                  Y   Certified
## 2769      34700.6900         Year                  Y      Denied
## 2770     110198.5000         Year                  Y      Denied
## 2771      39063.6600         Year                  Y   Certified
## 2772        571.9348         Hour                  Y   Certified
## 2773        739.7268         Hour                  Y   Certified
## 2774     137545.7800         Year                  Y   Certified
## 2775      85641.4800         Year                  Y      Denied
## 2776      19200.3000         Year                  Y   Certified
## 2777     214629.5600         Year                  N   Certified
## 2778      41965.0200         Year                  Y      Denied
## 2779      69177.8400         Year                  Y      Denied
## 2780        167.9421         Hour                  Y      Denied
## 2781     108783.9300         Year                  Y   Certified
## 2782     110511.4100         Year                  Y      Denied
## 2783      23712.2200         Year                  Y   Certified
## 2784     108936.2200         Year                  Y      Denied
## 2785     136408.6000         Year                  Y      Denied
## 2786      60946.2000         Year                  Y   Certified
## 2787     213253.7900         Year                  Y      Denied
## 2788      42187.8800         Year                  Y      Denied
## 2789      89305.6000         Year                  Y   Certified
## 2790      50144.1100         Year                  Y   Certified
## 2791     137581.4100         Year                  N   Certified
## 2792      66674.8800         Year                  Y   Certified
## 2793      47556.7200         Year                  Y      Denied
## 2794      65753.4300         Year                  Y      Denied
## 2795     122028.1500         Year                  Y      Denied
## 2796      81999.9400         Year                  Y   Certified
## 2797      28657.3400         Year                  Y      Denied
## 2798      28597.7700         Year                  Y   Certified
## 2799     198796.5500         Year                  Y      Denied
## 2800      85624.2400         Year                  Y   Certified
## 2801     195260.9500         Year                  Y   Certified
## 2802      26871.6200         Year                  Y   Certified
## 2803      15197.7000         Year                  Y   Certified
## 2804     121042.0600         Year                  Y      Denied
## 2805      99155.4200         Year                  Y      Denied
## 2806      71051.7400         Year                  Y      Denied
## 2807      87737.3900         Year                  Y   Certified
## 2808      57896.7700         Year                  Y   Certified
## 2809        238.0375         Hour                  Y      Denied
## 2810       5170.4800         Year                  Y      Denied
## 2811     114648.1000         Year                  Y   Certified
## 2812      82253.0300         Year                  Y   Certified
## 2813      52854.6900         Year                  Y   Certified
## 2814      58960.1800         Year                  N      Denied
## 2815     119563.2400         Year                  Y   Certified
## 2816       2469.5900         Year                  Y   Certified
## 2817     121533.2800         Year                  Y      Denied
## 2818      15023.5900         Year                  Y   Certified
## 2819     157950.2900         Year                  Y      Denied
## 2820      94418.0800         Year                  N      Denied
## 2821     139463.7200         Year                  Y      Denied
## 2822     120904.1100         Year                  Y   Certified
## 2823     116894.1000         Year                  N   Certified
## 2824      96547.3200         Year                  Y      Denied
## 2825        311.3324         Hour                  Y      Denied
## 2826      76719.3300         Year                  Y      Denied
## 2827      36549.7700         Year                  Y   Certified
## 2828      84364.3200         Year                  Y      Denied
## 2829      21661.3600         Year                  Y   Certified
## 2830     105545.9900         Year                  Y   Certified
## 2831        100.6600         Hour                  Y   Certified
## 2832      69079.8400         Year                  Y   Certified
## 2833      24386.0500         Year                  Y   Certified
## 2834      98972.7800         Year                  Y      Denied
## 2835      89491.4000         Year                  Y   Certified
## 2836      55029.8200         Year                  Y   Certified
## 2837      86540.1300         Year                  Y      Denied
## 2838     107056.1600         Year                  Y   Certified
## 2839      46924.3600         Year                  Y   Certified
## 2840     115402.7000         Year                  Y   Certified
## 2841      12093.0500         Year                  Y   Certified
## 2842     106628.4000         Year                  Y   Certified
## 2843      83590.6200         Year                  Y      Denied
## 2844      63030.7600         Year                  Y      Denied
## 2845      80195.8800         Year                  Y      Denied
## 2846     212944.0600         Year                  Y      Denied
## 2847       3753.0700         Year                  Y   Certified
## 2848      13830.8000         Year                  Y   Certified
## 2849      52130.2600         Year                  Y   Certified
## 2850     118313.2200         Year                  Y   Certified
## 2851      77330.4300         Year                  Y      Denied
## 2852        151.7829         Hour                  Y      Denied
## 2853      47953.8700         Year                  Y   Certified
## 2854      38618.7100         Year                  Y      Denied
## 2855      91881.0600         Year                  Y   Certified
## 2856      81812.3900         Year                  Y   Certified
## 2857     198071.3400         Year                  N      Denied
## 2858      43389.0200         Year                  Y      Denied
## 2859      77268.2500         Year                  Y   Certified
## 2860     103491.1400         Year                  Y      Denied
## 2861         18.4425         Hour                  Y      Denied
## 2862     267868.5600         Year                  Y      Denied
## 2863        259.5200         Year                  Y      Denied
## 2864     110074.8400         Year                  Y      Denied
## 2865     216708.7400         Year                  N      Denied
## 2866      72873.6100         Year                  Y   Certified
## 2867      54198.0600         Year                  Y   Certified
## 2868      81747.8700         Year                  N      Denied
## 2869     120885.4900         Year                  Y      Denied
## 2870     129628.3900         Year                  Y      Denied
## 2871     114979.2400         Year                  Y   Certified
## 2872      92313.8700         Year                  Y   Certified
## 2873      48773.3300         Year                  Y   Certified
## 2874      93249.4500         Year                  Y      Denied
## 2875     121205.7800         Year                  Y   Certified
## 2876      46493.9300         Year                  Y      Denied
## 2877      75910.1300         Year                  Y      Denied
## 2878      49825.2900         Week                  Y   Certified
## 2879        289.8000         Year                  Y   Certified
## 2880      66234.2700         Year                  Y   Certified
## 2881      69782.6400         Year                  Y      Denied
## 2882     130671.2300         Year                  N   Certified
## 2883      94094.1100         Year                  Y   Certified
## 2884      12586.7300         Year                  Y   Certified
## 2885      52561.2200         Year                  Y      Denied
## 2886      43579.5300         Year                  Y   Certified
## 2887     147570.7200         Year                  N      Denied
## 2888      56041.6900         Year                  Y      Denied
## 2889     142609.9000         Year                  Y      Denied
## 2890      10073.5100         Year                  Y      Denied
## 2891      53892.1000         Year                  Y   Certified
## 2892     171486.2100         Year                  Y      Denied
## 2893     104855.9500         Year                  Y      Denied
## 2894      90314.4400         Year                  Y   Certified
## 2895      12661.0800         Year                  Y   Certified
## 2896       8914.1200         Year                  Y      Denied
## 2897      61891.3100         Year                  Y   Certified
## 2898        103.3600         Hour                  Y      Denied
## 2899      79310.8700         Year                  Y   Certified
## 2900     103762.3100         Year                  Y   Certified
## 2901      60002.5900         Year                  Y      Denied
## 2902      76251.6500         Year                  N      Denied
## 2903      66822.9600         Year                  Y      Denied
## 2904     135428.8200         Year                  Y      Denied
## 2905      42125.6600         Year                  Y      Denied
## 2906     116591.9600         Year                  Y      Denied
## 2907      48288.0900         Year                  Y      Denied
## 2908      47791.2100         Year                  Y   Certified
## 2909     131629.7800         Year                  Y      Denied
## 2910      67632.3700         Year                  Y      Denied
## 2911     149194.8700         Year                  N      Denied
## 2912     105257.6700         Year                  Y   Certified
## 2913        291.2804         Hour                  Y   Certified
## 2914       5303.8600         Year                  Y   Certified
## 2915     143084.6900         Year                  Y      Denied
## 2916     102114.6200         Year                  Y      Denied
## 2917      69372.7500         Year                  Y      Denied
## 2918      90894.8000         Year                  Y      Denied
## 2919     112799.4600         Year                  Y   Certified
## 2920      23697.8800         Year                  Y   Certified
## 2921      58549.4000         Year                  Y      Denied
## 2922     199424.6300         Year                  N   Certified
## 2923      41009.6400         Year                  Y      Denied
## 2924       1366.8900         Year                  Y   Certified
## 2925      49705.6400         Week                  Y      Denied
## 2926      78636.2100         Year                  Y   Certified
## 2927     124873.7400         Year                  Y      Denied
## 2928      35368.2900         Week                  Y   Certified
## 2929      93149.9600         Year                  Y   Certified
## 2930      31386.8100         Year                  Y      Denied
## 2931     123752.0000         Year                  Y   Certified
## 2932        591.7602         Hour                  Y      Denied
## 2933       3293.0500         Year                  Y   Certified
## 2934      15892.6900         Year                  Y   Certified
## 2935        410.6198         Hour                  Y   Certified
## 2936     111253.9000         Year                  Y      Denied
## 2937       7184.1300         Year                  Y   Certified
## 2938      53779.2100         Year                  Y      Denied
## 2939      40518.5700         Year                  Y   Certified
## 2940      69012.2400         Year                  N      Denied
## 2941     145447.4700         Year                  Y      Denied
## 2942     133470.9200         Year                  Y      Denied
## 2943      68312.2000         Year                  Y   Certified
## 2944      50563.7800         Year                  Y   Certified
## 2945      48971.1700         Year                  Y   Certified
## 2946       3198.6400         Year                  Y      Denied
## 2947     165372.9800         Year                  Y   Certified
## 2948     106941.7600         Year                  Y      Denied
## 2949     107853.3800         Year                  Y   Certified
## 2950      38747.8500         Year                  Y   Certified
## 2951      28964.0800         Year                  Y   Certified
## 2952      22576.1100         Year                  Y      Denied
## 2953     115099.1200         Year                  Y      Denied
## 2954      94985.9700         Year                  Y      Denied
## 2955      55552.3500         Year                  Y      Denied
## 2956      44346.7900         Year                  Y      Denied
## 2957      31917.8200         Year                  Y   Certified
## 2958      82516.1600         Year                  Y   Certified
## 2959      92478.5800         Year                  Y      Denied
## 2960      78606.6500         Year                  Y   Certified
## 2961      59128.2400         Year                  Y      Denied
## 2962     103516.7600         Year                  Y   Certified
## 2963     102649.8300         Year                  Y      Denied
## 2964      83609.9700         Year                  Y      Denied
## 2965      70337.1300         Year                  Y   Certified
## 2966      82354.6600         Year                  Y      Denied
## 2967      74475.6500         Year                  Y      Denied
## 2968      52858.4900         Year                  Y   Certified
## 2969      81156.7300         Year                  N   Certified
## 2970      53973.3100         Year                  Y      Denied
## 2971      76929.7100         Year                  Y      Denied
## 2972     110193.8000         Year                  Y   Certified
## 2973     116905.0900         Year                  Y      Denied
## 2974      68956.2900         Year                  Y   Certified
## 2975     125130.1400         Year                  Y      Denied
## 2976      80799.0000         Year                  Y      Denied
## 2977     115225.0800         Year                  Y      Denied
## 2978      39292.6900         Year                  N      Denied
## 2979      96679.6500         Year                  Y      Denied
## 2980      39479.9400         Year                  Y      Denied
## 2981     136425.3900         Year                  Y      Denied
## 2982      98038.6000         Year                  Y      Denied
## 2983     114298.1100         Year                  Y      Denied
## 2984      73556.1400         Year                  Y   Certified
## 2985     166859.2200         Year                  Y      Denied
## 2986     102574.0100         Year                  Y      Denied
## 2987     182206.8500         Year                  Y      Denied
## 2988        531.7683         Hour                  Y   Certified
## 2989      52097.7100         Year                  Y   Certified
## 2990     120350.5800         Year                  Y   Certified
## 2991     222221.6700         Year                  Y      Denied
## 2992     108556.1200         Year                  Y   Certified
## 2993      58299.7900         Year                  Y      Denied
## 2994      17538.6200         Year                  Y      Denied
## 2995      70300.5800         Year                  Y      Denied
## 2996        359.9641         Hour                  Y   Certified
## 2997      60875.2100         Year                  Y   Certified
## 2998      84318.3900         Year                  Y      Denied
## 2999      34398.0900         Year                  N   Certified
## 3000      42388.9800         Year                  Y   Certified
## 3001     114979.8900         Year                  Y      Denied
## 3002       8476.5200         Year                  Y   Certified
## 3003       5927.2900         Year                  Y   Certified
## 3004     149886.2800         Year                  Y   Certified
## 3005      78688.0300         Year                  Y      Denied
## 3006      96022.4200         Year                  Y   Certified
## 3007      61689.6200         Year                  Y      Denied
## 3008      44996.8400         Year                  Y   Certified
## 3009      57861.3200         Year                  Y   Certified
## 3010      98138.3300         Year                  Y      Denied
## 3011     140268.3900         Year                  Y   Certified
## 3012     128983.0700         Year                  Y   Certified
## 3013      56289.5500         Year                  Y   Certified
## 3014      35941.1000         Year                  Y      Denied
## 3015        753.3927         Hour                  Y      Denied
## 3016     118245.7700         Year                  N      Denied
## 3017     141431.7400         Year                  Y   Certified
## 3018      54246.7200         Year                  Y      Denied
## 3019      16774.5300         Year                  N   Certified
## 3020      76818.4600         Year                  Y      Denied
## 3021     134030.7000         Year                  Y   Certified
## 3022      69821.5800         Year                  Y      Denied
## 3023     108128.4100         Year                  Y   Certified
## 3024      38462.0500         Year                  Y   Certified
## 3025        564.0663         Hour                  Y      Denied
## 3026     117026.9200         Year                  Y   Certified
## 3027      99562.4900         Year                  N      Denied
## 3028     104711.9100         Year                  N      Denied
## 3029     122819.1900         Year                  Y      Denied
## 3030      18320.4500         Year                  Y   Certified
## 3031     100470.6600         Year                  Y   Certified
## 3032      51048.0800         Year                  Y      Denied
## 3033        544.0921         Hour                  Y      Denied
## 3034      93520.6600         Year                  Y      Denied
## 3035      32393.3900         Year                  Y   Certified
## 3036         77.4976         Hour                  Y      Denied
## 3037      37166.6100         Year                  Y   Certified
## 3038      81338.3100         Year                  Y   Certified
## 3039      47402.0600         Year                  Y      Denied
## 3040      42123.7000         Year                  Y   Certified
## 3041      52463.9700         Year                  Y   Certified
## 3042        673.8178         Hour                  Y      Denied
## 3043      52124.2400         Year                  Y      Denied
## 3044     109585.8100         Year                  Y   Certified
## 3045      95706.2100         Year                  Y      Denied
## 3046      47954.9400         Year                  Y      Denied
## 3047      75739.5200         Year                  Y   Certified
## 3048      83060.5000         Year                  Y      Denied
## 3049      66410.7700         Year                  Y      Denied
## 3050     134735.1000         Year                  Y      Denied
## 3051      68353.9000         Year                  Y   Certified
## 3052      84864.3900         Year                  Y      Denied
## 3053      38136.7500         Year                  Y   Certified
## 3054     116669.4900         Year                  Y      Denied
## 3055     161624.5600         Year                  N   Certified
## 3056      65972.0600         Year                  Y   Certified
## 3057      32303.0600         Year                  Y   Certified
## 3058       4090.9200         Year                  Y   Certified
## 3059      18766.6800         Year                  Y      Denied
## 3060     109949.9100         Year                  N      Denied
## 3061      86615.6400         Year                  Y      Denied
## 3062      61089.4100         Year                  Y   Certified
## 3063      64913.2800         Year                  Y      Denied
## 3064      11583.3400         Year                  Y      Denied
## 3065      73661.8300         Year                  Y   Certified
## 3066     135662.3100         Year                  Y      Denied
## 3067      43866.5400         Year                  Y      Denied
## 3068      13222.1200         Week                  Y   Certified
## 3069      11633.8500         Year                  Y   Certified
## 3070     100936.9300         Year                  Y      Denied
## 3071       9971.3800         Year                  Y   Certified
## 3072     117034.6900         Year                  Y   Certified
## 3073     161375.1600         Year                  Y   Certified
## 3074       7901.5300         Year                  Y      Denied
## 3075      75891.4800         Year                  Y   Certified
## 3076     175037.3600         Year                  Y   Certified
## 3077      92628.4700         Year                  Y      Denied
## 3078       8921.5400         Year                  Y      Denied
## 3079     106631.9200         Year                  Y   Certified
## 3080      73835.3400         Year                  Y   Certified
## 3081      85721.9400         Year                  Y      Denied
## 3082     113488.9100         Year                  Y      Denied
## 3083     120965.8200         Year                  Y   Certified
## 3084       2565.0200         Year                  Y      Denied
## 3085      71671.9400         Year                  Y   Certified
## 3086     121190.0700         Year                  Y   Certified
## 3087      73162.9600         Year                  Y      Denied
## 3088      17240.6800         Year                  Y      Denied
## 3089     112953.8500         Year                  Y   Certified
## 3090      61332.5800         Year                  Y   Certified
## 3091      54050.9000         Year                  N   Certified
## 3092     191992.0400         Year                  Y      Denied
## 3093      60706.9900         Year                  Y      Denied
## 3094     106156.3700         Year                  Y      Denied
## 3095        529.3875         Hour                  Y      Denied
## 3096       3405.7500         Year                  Y      Denied
## 3097        187.4200         Hour                  Y      Denied
## 3098      74734.8000         Year                  N      Denied
## 3099      23234.0200         Year                  Y   Certified
## 3100      65863.5500         Year                  Y   Certified
## 3101      31736.9900         Year                  Y   Certified
## 3102        847.0106         Hour                  Y      Denied
## 3103     181691.6600         Year                  Y   Certified
## 3104      45880.6800         Year                  Y   Certified
## 3105      77605.7800         Year                  Y      Denied
## 3106        145.1134         Hour                  Y      Denied
## 3107      92462.4300         Year                  Y   Certified
## 3108      93221.9900         Year                  N   Certified
## 3109      86528.2100         Year                  Y   Certified
## 3110      83531.7300         Year                  Y      Denied
## 3111      12382.9600         Year                  Y      Denied
## 3112        414.5323         Hour                  Y   Certified
## 3113      47358.6800         Year                  Y   Certified
## 3114      51097.2700         Year                  Y      Denied
## 3115      83286.0600         Year                  Y   Certified
## 3116      15137.5600         Year                  Y   Certified
## 3117      59365.2000         Year                  Y   Certified
## 3118      48803.4700         Year                  Y      Denied
## 3119      99358.6600         Year                  Y   Certified
## 3120     131377.1500         Year                  Y   Certified
## 3121        394.2187         Hour                  Y      Denied
## 3122      52818.0200         Year                  Y      Denied
## 3123      45894.5800         Year                  Y      Denied
## 3124      56553.5400         Year                  N      Denied
## 3125      30068.7100         Year                  Y      Denied
## 3126      10664.9000         Year                  Y      Denied
## 3127      86226.1400         Year                  Y   Certified
## 3128      12080.1600         Year                  Y   Certified
## 3129        287.2183         Hour                  Y   Certified
## 3130     123908.6700         Year                  N      Denied
## 3131        452.2859         Hour                  Y   Certified
## 3132      73918.6000         Year                  Y   Certified
## 3133      81298.1200         Year                  Y      Denied
## 3134      54309.5500         Year                  N      Denied
## 3135        596.2339         Hour                  Y      Denied
## 3136     157933.6100         Year                  Y   Certified
## 3137      93477.8100         Year                  Y      Denied
## 3138     242406.3200         Year                  Y      Denied
## 3139     203915.7000         Year                  Y   Certified
## 3140       6656.4500         Year                  Y   Certified
## 3141      35670.6300         Year                  Y   Certified
## 3142      71558.8400         Year                  Y   Certified
## 3143      69251.2600         Year                  N   Certified
## 3144        189.0437         Hour                  Y      Denied
## 3145      97048.9100         Year                  Y   Certified
## 3146      79646.4200         Year                  Y   Certified
## 3147     114875.2000         Year                  Y   Certified
## 3148     118790.9500         Year                  Y      Denied
## 3149      29396.3100         Year                  Y   Certified
## 3150      92623.6200         Year                  Y      Denied
## 3151     147314.2300         Year                  Y   Certified
## 3152      70460.1000         Year                  Y   Certified
## 3153      43942.9500         Year                  Y   Certified
## 3154      77184.4600         Year                  Y   Certified
## 3155     143145.2600         Year                  Y      Denied
## 3156     119540.5700         Year                  Y      Denied
## 3157      24254.9600         Year                  Y   Certified
## 3158     127885.3500         Year                  Y      Denied
## 3159      95244.9800         Year                  Y   Certified
## 3160     118769.3800         Year                  Y      Denied
## 3161      86898.3900         Year                  Y      Denied
## 3162      20050.0800         Year                  Y      Denied
## 3163     179791.7900         Year                  N   Certified
## 3164      19351.8700         Year                  Y   Certified
## 3165     141649.1600         Year                  Y   Certified
## 3166      34056.7600         Year                  Y   Certified
## 3167        817.9455         Hour                  Y      Denied
## 3168      85810.9900         Year                  Y   Certified
## 3169     150434.6300         Year                  Y   Certified
## 3170      79826.5200         Year                  Y   Certified
## 3171      58880.1800         Year                  Y      Denied
## 3172     138665.3100         Year                  N      Denied
## 3173     112499.6300         Year                  Y      Denied
## 3174      63988.6400         Year                  Y   Certified
## 3175        149.4644         Hour                  Y   Certified
## 3176      22056.2300         Year                  Y      Denied
## 3177      23195.3100         Year                  Y   Certified
## 3178      51274.9900         Year                  N      Denied
## 3179      82369.0600         Year                  Y   Certified
## 3180      40177.9200         Year                  Y   Certified
## 3181      63882.0200         Year                  N   Certified
## 3182      21556.6600         Year                  Y   Certified
## 3183      54532.5400         Year                  Y   Certified
## 3184     138370.7400         Year                  Y      Denied
## 3185      94810.4100         Year                  Y   Certified
## 3186     185489.3600         Year                  Y   Certified
## 3187      41442.5100         Year                  Y      Denied
## 3188        102.2100         Hour                  Y      Denied
## 3189      59940.9000         Year                  Y   Certified
## 3190     276894.0800         Year                  N   Certified
## 3191      96506.8900         Year                  Y   Certified
## 3192      21681.1500         Year                  Y   Certified
## 3193        329.1874         Hour                  Y      Denied
## 3194     102879.0800         Year                  Y   Certified
## 3195     129731.9100         Year                  Y   Certified
## 3196        713.7807         Hour                  Y      Denied
## 3197     144115.8100         Year                  Y      Denied
## 3198      15650.3700         Week                  Y      Denied
## 3199      56845.5200         Year                  Y      Denied
## 3200        677.0829         Hour                  Y      Denied
## 3201     133619.9500         Year                  Y      Denied
## 3202     126813.7500         Year                  Y   Certified
## 3203      16257.8900         Year                  Y   Certified
## 3204       3673.6300         Year                  Y   Certified
## 3205        109.0600         Hour                  Y      Denied
## 3206      68072.9500         Year                  Y      Denied
## 3207     125865.4800         Year                  Y      Denied
## 3208      81888.1000         Year                  N      Denied
## 3209      79439.6700         Year                  Y   Certified
## 3210      32361.5900         Year                  N   Certified
## 3211        613.7100         Year                  Y   Certified
## 3212      56493.1000         Year                  Y   Certified
## 3213     101498.8400         Year                  Y      Denied
## 3214     122073.4100         Year                  N   Certified
## 3215      22235.8000         Year                  Y      Denied
## 3216      29814.7400         Year                  Y   Certified
## 3217        429.7443         Hour                  Y      Denied
## 3218     148336.9200         Year                  Y      Denied
## 3219     125406.4300         Year                  Y   Certified
## 3220        799.1258         Hour                  Y      Denied
## 3221       9277.6400         Year                  N      Denied
## 3222     117379.5100         Year                  Y   Certified
## 3223     115096.4500         Year                  Y      Denied
## 3224      37000.6200         Year                  Y   Certified
## 3225      69429.6800         Year                  Y      Denied
## 3226      79697.4300         Year                  Y   Certified
## 3227      92640.4900         Year                  Y   Certified
## 3228      63845.2000         Year                  N      Denied
## 3229      87864.6200         Year                  Y   Certified
## 3230     106885.1300        Month                  Y   Certified
## 3231     140821.2600         Year                  Y   Certified
## 3232     132646.7100         Year                  Y   Certified
## 3233     112825.9100         Year                  Y   Certified
## 3234      66388.1000         Year                  Y   Certified
## 3235     120372.7000         Year                  N   Certified
## 3236     133136.5700         Year                  N      Denied
## 3237     111413.2100         Year                  Y      Denied
## 3238      59156.3000         Year                  Y   Certified
## 3239     116801.8100         Year                  Y      Denied
## 3240      82045.1300         Year                  Y      Denied
## 3241      90816.7300         Year                  Y   Certified
## 3242      94707.9200         Year                  Y   Certified
## 3243      90149.7600         Year                  Y   Certified
## 3244      59781.3300         Year                  Y      Denied
## 3245      52337.5000         Year                  Y   Certified
## 3246      36421.7800         Year                  Y   Certified
## 3247      18369.6900         Year                  Y   Certified
## 3248     137673.0700         Year                  Y   Certified
## 3249        481.5371         Hour                  Y      Denied
## 3250        962.7197         Hour                  Y   Certified
## 3251      42854.7900         Year                  Y   Certified
## 3252     150976.0200         Year                  Y      Denied
## 3253      17412.3200         Year                  Y   Certified
## 3254     122588.7200         Year                  Y      Denied
## 3255      62700.1300         Year                  Y   Certified
## 3256      98699.1500         Year                  Y   Certified
## 3257      15830.1800         Year                  Y   Certified
## 3258     281832.9300         Year                  Y   Certified
## 3259      66451.6200         Year                  Y      Denied
## 3260        105.9600         Hour                  Y   Certified
## 3261      82643.2300         Year                  Y   Certified
## 3262        668.4393         Hour                  Y      Denied
## 3263      29090.9200         Year                  Y      Denied
## 3264      34490.1700         Year                  Y   Certified
## 3265     203769.2900         Year                  Y   Certified
## 3266        564.7043         Hour                  Y      Denied
## 3267      65010.8300         Year                  Y   Certified
## 3268      46519.5200         Year                  Y      Denied
## 3269      52336.1200         Year                  N   Certified
## 3270     129114.1600         Week                  Y      Denied
## 3271      23778.2500         Year                  Y   Certified
## 3272      68324.0900         Year                  Y      Denied
## 3273      45509.2500         Year                  Y   Certified
## 3274      65561.7600         Year                  N      Denied
## 3275     106678.3200         Year                  Y   Certified
## 3276     104481.0400         Year                  Y      Denied
## 3277      14386.5700         Year                  Y      Denied
## 3278        131.0796         Hour                  Y      Denied
## 3279     113405.0900         Year                  Y      Denied
## 3280      68337.5000         Year                  Y      Denied
## 3281     171059.5600         Year                  Y      Denied
## 3282       7948.6200         Year                  Y   Certified
## 3283      21794.6400         Year                  Y   Certified
## 3284      11315.4900         Year                  Y      Denied
## 3285        554.7338         Hour                  Y   Certified
## 3286      20195.3600         Year                  Y      Denied
## 3287        570.9260         Hour                  Y   Certified
## 3288      79349.4300         Year                  Y   Certified
## 3289      57467.1000         Year                  Y      Denied
## 3290       4048.2500         Year                  Y   Certified
## 3291      92963.5600         Year                  Y      Denied
## 3292       1206.0700         Year                  Y      Denied
## 3293      66644.5500         Year                  Y   Certified
## 3294     172382.7900         Year                  Y      Denied
## 3295     109982.5800         Year                  Y   Certified
## 3296      68751.5200         Year                  Y   Certified
## 3297      65646.8700         Year                  Y   Certified
## 3298      21882.5000         Year                  Y   Certified
## 3299      48965.5000         Year                  Y   Certified
## 3300      61970.9800         Year                  Y   Certified
## 3301     139915.9700         Year                  Y   Certified
## 3302      65281.2400         Year                  Y   Certified
## 3303      92962.2000         Year                  Y   Certified
## 3304      67072.8200         Year                  Y      Denied
## 3305     172687.5300         Week                  Y   Certified
## 3306     128782.2100         Year                  N   Certified
## 3307      72483.6200         Year                  Y   Certified
## 3308     119173.6900         Year                  Y   Certified
## 3309      68888.2600         Year                  Y      Denied
## 3310     139990.0200         Year                  Y      Denied
## 3311     165421.0400        Month                  Y      Denied
## 3312     183721.4600         Year                  Y      Denied
## 3313       7756.9700         Year                  Y   Certified
## 3314      84697.4200         Year                  Y      Denied
## 3315      80525.7300         Year                  N      Denied
## 3316      24605.9900         Year                  Y      Denied
## 3317     114871.0800         Year                  N      Denied
## 3318      81779.6600         Year                  Y   Certified
## 3319      94042.9300         Year                  Y   Certified
## 3320      42953.5500         Year                  Y      Denied
## 3321      30103.7100         Year                  Y   Certified
## 3322      59624.9300         Year                  Y      Denied
## 3323      70746.0400         Year                  Y   Certified
## 3324     127862.1300         Year                  Y   Certified
## 3325      53252.5000         Year                  Y   Certified
## 3326      42517.2500         Year                  Y      Denied
## 3327     186386.2800         Year                  Y   Certified
## 3328      82379.0600         Week                  Y   Certified
## 3329      13069.8200         Year                  Y   Certified
## 3330      98713.6800         Year                  Y      Denied
## 3331      54505.6000         Year                  Y   Certified
## 3332     131136.6900         Year                  Y   Certified
## 3333      45422.5100         Year                  N      Denied
## 3334     157193.2300         Year                  N   Certified
## 3335       1926.3200         Year                  Y   Certified
## 3336      40999.3000         Year                  Y   Certified
## 3337     123773.3700         Year                  Y   Certified
## 3338     104810.5000         Year                  Y      Denied
## 3339        327.9435         Hour                  Y   Certified
## 3340     179303.8000         Year                  N      Denied
## 3341      50124.5400         Year                  Y      Denied
## 3342     131510.8300         Year                  N      Denied
## 3343      28850.7500         Year                  Y   Certified
## 3344      49518.6500         Year                  N   Certified
## 3345      55681.3100         Year                  Y   Certified
## 3346      13588.5100         Year                  Y      Denied
## 3347     168064.4000         Year                  N   Certified
## 3348      48015.6700         Year                  N      Denied
## 3349     151599.8400         Year                  N   Certified
## 3350      43516.4300         Year                  N   Certified
## 3351      98922.1800         Year                  Y      Denied
## 3352     111155.9900         Year                  Y      Denied
## 3353     121542.6400         Year                  Y   Certified
## 3354      68124.2800         Year                  Y   Certified
## 3355      51900.2200         Year                  Y      Denied
## 3356     151192.0500         Year                  Y      Denied
## 3357      73108.4200         Week                  Y   Certified
## 3358     159551.1500         Year                  Y      Denied
## 3359     101202.1100         Year                  Y   Certified
## 3360     111403.7500         Year                  Y   Certified
## 3361     221033.5700         Year                  Y   Certified
## 3362     112522.9200         Year                  Y   Certified
## 3363        476.2400         Year                  Y      Denied
## 3364      71818.7800         Year                  Y   Certified
## 3365      73414.7000         Week                  Y   Certified
## 3366      86596.1700         Year                  Y   Certified
## 3367     112931.7600         Year                  Y   Certified
## 3368     103581.8300         Year                  Y   Certified
## 3369      79880.9900         Year                  Y   Certified
## 3370      27621.5300         Year                  Y   Certified
## 3371      99821.0600         Year                  Y      Denied
## 3372       7001.8200         Year                  Y      Denied
## 3373     100227.2000         Year                  Y      Denied
## 3374      81469.0400         Year                  Y   Certified
## 3375     103180.3800         Year                  Y      Denied
## 3376     141922.0700         Year                  Y   Certified
## 3377      10455.1200         Year                  Y      Denied
## 3378      85556.8300         Year                  N   Certified
## 3379      93818.5900         Week                  Y      Denied
## 3380     132735.5000         Year                  Y      Denied
## 3381     104978.1500         Year                  Y      Denied
## 3382      74074.4400         Year                  Y   Certified
## 3383      31960.8200         Year                  Y   Certified
## 3384     135055.8700         Year                  Y   Certified
## 3385     101505.9000         Year                  Y   Certified
## 3386      46806.2100         Year                  Y      Denied
## 3387      75170.2300         Year                  Y   Certified
## 3388     113222.0000         Year                  Y      Denied
## 3389      98089.7600         Year                  Y      Denied
## 3390     109134.8600         Year                  Y   Certified
## 3391        589.4545         Hour                  Y      Denied
## 3392      86506.0500         Year                  Y   Certified
## 3393     107317.0800         Year                  Y      Denied
## 3394     102329.2900         Year                  Y   Certified
## 3395      14516.7400         Year                  Y      Denied
## 3396     105469.9800         Year                  Y      Denied
## 3397     258292.8400         Year                  Y   Certified
## 3398      60605.7900         Year                  Y   Certified
## 3399     104594.7600         Year                  Y   Certified
## 3400      48834.7200         Year                  N   Certified
## 3401      77153.8800         Year                  Y      Denied
## 3402      69206.4300         Year                  Y   Certified
## 3403      57938.6600         Year                  Y   Certified
## 3404      34830.6900         Year                  Y      Denied
## 3405      10692.7400         Year                  Y      Denied
## 3406     121629.6000        Month                  N   Certified
## 3407     101056.5400         Year                  Y   Certified
## 3408     113093.7300         Year                  Y   Certified
## 3409      37042.5500         Year                  Y   Certified
## 3410      74312.2800         Year                  Y   Certified
## 3411      54462.1600         Year                  Y   Certified
## 3412        656.6898         Hour                  Y      Denied
## 3413      52721.3800         Year                  Y      Denied
## 3414        101.8983         Hour                  Y      Denied
## 3415     103586.6200         Year                  Y   Certified
## 3416       3057.6700         Year                  Y   Certified
## 3417      59636.0700         Year                  N      Denied
## 3418     161785.4300         Year                  Y      Denied
## 3419        125.4000         Hour                  Y      Denied
## 3420      33416.2700         Year                  Y      Denied
## 3421     112316.3000         Year                  Y   Certified
## 3422      84064.3500         Year                  Y   Certified
## 3423      18960.3100         Year                  Y      Denied
## 3424      27316.8200         Year                  Y   Certified
## 3425      58561.8600         Year                  Y   Certified
## 3426      58379.7700         Year                  Y   Certified
## 3427     119244.6300         Year                  Y      Denied
## 3428     107729.2400         Year                  Y      Denied
## 3429      35365.0100         Year                  Y   Certified
## 3430      50831.7300         Year                  Y   Certified
## 3431      84396.6700         Year                  Y      Denied
## 3432     113238.4900         Year                  Y      Denied
## 3433      96332.0900         Year                  Y   Certified
## 3434        813.7261         Hour                  Y   Certified
## 3435     144637.1700         Year                  Y      Denied
## 3436     144055.1300         Year                  Y   Certified
## 3437      94128.3000         Year                  Y   Certified
## 3438      89679.1800         Year                  Y   Certified
## 3439      57257.3700         Year                  Y      Denied
## 3440     141441.0400         Year                  Y   Certified
## 3441      33446.1600         Year                  Y      Denied
## 3442      80023.7600         Week                  Y   Certified
## 3443     102348.8700         Year                  Y      Denied
## 3444      84724.2800         Year                  Y   Certified
## 3445     127953.0700         Year                  Y   Certified
## 3446      82373.8500         Year                  Y   Certified
## 3447      90403.3900         Year                  Y      Denied
## 3448     112188.1100         Year                  Y      Denied
## 3449      55629.1100         Year                  Y      Denied
## 3450      52057.9000         Year                  Y      Denied
## 3451     102150.8000         Year                  Y   Certified
## 3452      24288.1400         Year                  Y   Certified
## 3453        976.1200         Year                  Y   Certified
## 3454      53012.7300         Year                  Y   Certified
## 3455      72486.6300         Year                  Y      Denied
## 3456     101315.8000         Year                  Y      Denied
## 3457      10804.0300         Year                  Y   Certified
## 3458      30780.9100         Year                  Y      Denied
## 3459     133220.0700         Year                  N      Denied
## 3460         11.4473         Hour                  Y   Certified
## 3461      40663.2500         Year                  Y      Denied
## 3462      92577.4000         Year                  Y   Certified
## 3463      91463.4900         Year                  Y   Certified
## 3464      88883.5300         Year                  Y      Denied
## 3465     155116.8300         Year                  N   Certified
## 3466      13387.5300         Year                  Y      Denied
## 3467      99197.9900         Year                  Y   Certified
## 3468        923.7300         Year                  Y      Denied
## 3469      54112.4200         Year                  Y   Certified
## 3470      39460.6300         Year                  Y   Certified
## 3471        100.7300         Hour                  Y      Denied
## 3472        915.7486         Hour                  Y      Denied
## 3473      68347.0500         Year                  Y   Certified
## 3474        243.2901         Hour                  Y      Denied
## 3475     114518.7300         Year                  Y      Denied
## 3476        576.9700         Hour                  Y      Denied
## 3477      51019.6800         Year                  Y   Certified
## 3478        109.7600         Hour                  Y      Denied
## 3479      20596.5200         Year                  Y      Denied
## 3480        359.9667         Hour                  Y      Denied
## 3481      71629.2200         Year                  Y      Denied
## 3482      84696.4600         Year                  Y      Denied
## 3483       2034.2800         Year                  Y      Denied
## 3484      70108.0400         Year                  Y   Certified
## 3485      79623.9400         Year                  Y   Certified
## 3486      39534.5700         Week                  Y      Denied
## 3487     107881.7900         Year                  Y   Certified
## 3488        269.9173         Hour                  Y      Denied
## 3489      63801.0300         Year                  Y      Denied
## 3490      78023.0100         Year                  Y      Denied
## 3491      46588.9700         Year                  Y      Denied
## 3492         15.6472         Hour                  Y      Denied
## 3493      50008.9100         Year                  Y      Denied
## 3494     151531.6000         Year                  N   Certified
## 3495     127752.5300         Year                  Y      Denied
## 3496      97179.8200         Year                  N      Denied
## 3497     126916.7500         Year                  N   Certified
## 3498     104041.8600         Year                  Y      Denied
## 3499      59768.4800         Year                  Y      Denied
## 3500       9054.8900         Year                  Y      Denied
## 3501      98456.0300         Year                  Y   Certified
## 3502     107548.5200         Year                  Y      Denied
## 3503      62556.6500         Year                  Y      Denied
## 3504      14842.5900         Year                  Y      Denied
## 3505      27220.4600         Year                  Y   Certified
## 3506        475.2464         Hour                  Y      Denied
## 3507     223492.8500         Year                  Y      Denied
## 3508     245418.6700         Year                  Y   Certified
## 3509     135461.4200         Year                  N      Denied
## 3510       3563.8300         Year                  Y      Denied
## 3511      13068.4400         Year                  Y      Denied
## 3512      69758.5500         Year                  Y   Certified
## 3513     111582.9000         Year                  Y      Denied
## 3514      47645.5800         Year                  Y      Denied
## 3515     126322.0800         Year                  Y      Denied
## 3516      70404.2900         Year                  Y   Certified
## 3517      61313.7700         Year                  Y   Certified
## 3518     182630.2800         Year                  Y   Certified
## 3519        743.4468         Hour                  Y      Denied
## 3520      39180.1900         Year                  Y   Certified
## 3521     160472.2700         Year                  Y   Certified
## 3522      43296.1500         Year                  Y      Denied
## 3523      76994.4100         Year                  Y      Denied
## 3524      23515.8200         Year                  Y      Denied
## 3525     108118.7600         Year                  Y   Certified
## 3526      15477.7700         Year                  Y   Certified
## 3527        289.1887         Hour                  Y      Denied
## 3528     137880.8800         Year                  Y      Denied
## 3529      72903.3400         Year                  Y   Certified
## 3530      97906.7200         Year                  N   Certified
## 3531     101642.3900         Year                  Y      Denied
## 3532     123775.6800         Year                  Y      Denied
## 3533      13192.9800         Year                  Y   Certified
## 3534      61905.1100         Year                  Y   Certified
## 3535      84301.7800         Year                  Y   Certified
## 3536     116737.4500         Year                  Y   Certified
## 3537      24625.7600         Year                  Y      Denied
## 3538      98073.8600         Year                  Y   Certified
## 3539      49357.2500         Year                  Y   Certified
## 3540       7299.8200         Year                  Y   Certified
## 3541      60436.8600         Year                  Y   Certified
## 3542        455.2163         Hour                  Y      Denied
## 3543      28120.7500         Year                  Y      Denied
## 3544      43523.6100         Year                  Y      Denied
## 3545     121756.2500         Year                  Y      Denied
## 3546        253.2530         Hour                  Y      Denied
## 3547      27419.6600         Year                  N   Certified
## 3548     152320.2800         Year                  Y      Denied
## 3549      10122.3000         Year                  Y   Certified
## 3550      18935.5900         Year                  Y      Denied
## 3551      16075.6900         Year                  Y   Certified
## 3552     112784.4600         Year                  Y   Certified
## 3553      80136.3000         Year                  Y      Denied
## 3554      63907.7300         Year                  Y      Denied
## 3555      73305.9300         Year                  Y      Denied
## 3556        515.4184         Hour                  Y   Certified
## 3557      96792.0200         Year                  N      Denied
## 3558      76504.3500         Year                  Y      Denied
## 3559        198.4095         Hour                  Y      Denied
## 3560     138930.3200         Year                  Y      Denied
## 3561      14714.6600         Year                  Y   Certified
## 3562     175175.0600         Year                  Y      Denied
## 3563      69117.8900         Year                  Y      Denied
## 3564     130009.8700         Year                  Y   Certified
## 3565      66461.9900         Year                  Y      Denied
## 3566      93750.8900         Year                  Y      Denied
## 3567      43514.1800         Year                  Y      Denied
## 3568      23324.5400         Year                  Y      Denied
## 3569     119022.9400         Year                  Y   Certified
## 3570      87227.1600         Year                  Y   Certified
## 3571      85562.6000         Year                  Y      Denied
## 3572     143687.5200         Year                  Y      Denied
## 3573     250289.0800         Year                  N   Certified
## 3574     157780.7700         Year                  Y      Denied
## 3575      72104.9600         Year                  Y   Certified
## 3576      58767.2000         Year                  N   Certified
## 3577      84507.9000         Year                  Y   Certified
## 3578      47693.7700         Year                  Y   Certified
## 3579      71273.5900         Year                  Y      Denied
## 3580     109127.2800         Year                  Y      Denied
## 3581        469.7371         Hour                  Y      Denied
## 3582      85089.3700         Year                  N      Denied
## 3583      26457.5400         Year                  Y   Certified
## 3584      76578.6100         Year                  Y   Certified
## 3585      15448.6600         Year                  Y   Certified
## 3586     130652.8000         Year                  Y   Certified
## 3587     155913.8900         Year                  Y      Denied
## 3588     134462.1400         Year                  Y   Certified
## 3589      44022.4700         Year                  Y      Denied
## 3590     111902.9400         Year                  Y   Certified
## 3591        316.8972         Hour                  Y      Denied
## 3592     135733.1000         Week                  Y   Certified
## 3593      28217.1100         Year                  Y   Certified
## 3594      89508.3300         Year                  N   Certified
## 3595      59044.8000         Year                  Y      Denied
## 3596        601.0742         Hour                  Y   Certified
## 3597      36358.9600         Year                  Y   Certified
## 3598      71124.0600         Year                  N      Denied
## 3599        106.8412         Hour                  Y      Denied
## 3600     110075.8800         Year                  Y      Denied
## 3601      33143.8100         Year                  Y   Certified
## 3602      71692.5800         Year                  N      Denied
## 3603      67689.8200         Year                  N   Certified
## 3604     104405.1700         Year                  Y      Denied
## 3605     167312.7600         Year                  Y      Denied
## 3606      74285.3500         Year                  Y   Certified
## 3607        723.5006         Hour                  Y      Denied
## 3608      44170.8900         Week                  Y      Denied
## 3609      59068.6700         Year                  Y      Denied
## 3610     115514.0300         Year                  N   Certified
## 3611      77897.6100         Year                  Y   Certified
## 3612     105298.5500         Year                  Y   Certified
## 3613      33094.2600         Year                  Y   Certified
## 3614     121310.3500         Year                  N   Certified
## 3615     121159.5600         Year                  Y   Certified
## 3616      68978.6500         Year                  Y      Denied
## 3617      23728.7300         Year                  Y   Certified
## 3618      19234.8400         Year                  Y   Certified
## 3619     142537.3800         Year                  N      Denied
## 3620      47905.3000         Year                  Y   Certified
## 3621       8667.2300         Year                  Y   Certified
## 3622      63811.8100         Year                  Y      Denied
## 3623     122255.1700         Year                  Y   Certified
## 3624      33007.1900         Year                  N   Certified
## 3625     106467.3300         Year                  Y   Certified
## 3626      65248.6400         Year                  Y   Certified
## 3627      60625.8100         Year                  Y      Denied
## 3628     105491.5300         Year                  N      Denied
## 3629      65208.7400         Year                  Y      Denied
## 3630      56118.9400         Year                  Y      Denied
## 3631        473.5168         Hour                  Y      Denied
## 3632     112419.4100         Year                  Y   Certified
## 3633      94574.4400         Year                  Y      Denied
## 3634     133646.9400         Year                  N   Certified
## 3635      98157.0200         Year                  Y      Denied
## 3636      16097.5300         Year                  Y   Certified
## 3637      84472.5400         Year                  Y   Certified
## 3638      36074.0900         Year                  Y      Denied
## 3639     215525.0500         Year                  Y      Denied
## 3640     127517.6600         Year                  N      Denied
## 3641     107513.3000         Year                  N   Certified
## 3642      91831.8900         Year                  Y      Denied
## 3643      39778.1300         Year                  Y   Certified
## 3644     106248.3000         Year                  Y   Certified
## 3645      30799.2000         Year                  Y   Certified
## 3646      90725.2300         Year                  Y      Denied
## 3647      30258.7600         Year                  Y   Certified
## 3648      74534.6300         Year                  Y   Certified
## 3649      62463.6200         Year                  Y   Certified
## 3650      61535.4800         Year                  Y   Certified
## 3651      14085.4400         Year                  Y   Certified
## 3652     105629.9000         Year                  Y      Denied
## 3653        652.7163         Hour                  Y      Denied
## 3654     120974.7300         Year                  N      Denied
## 3655      54905.5400         Year                  Y   Certified
## 3656     112855.2700         Year                  Y      Denied
## 3657        925.4300         Year                  Y   Certified
## 3658      75323.1700         Year                  Y   Certified
## 3659      84937.7500         Year                  Y      Denied
## 3660        672.6842         Hour                  Y      Denied
## 3661     144178.3400         Year                  Y      Denied
## 3662      73224.7400         Year                  N      Denied
## 3663     126497.4000         Year                  N      Denied
## 3664      19654.3700         Year                  Y   Certified
## 3665      52560.4000         Year                  Y      Denied
## 3666         62.9598         Hour                  Y      Denied
## 3667      73834.3000         Year                  Y      Denied
## 3668       2630.7500         Year                  Y   Certified
## 3669     203720.0400         Year                  Y   Certified
## 3670        459.9704         Hour                  Y      Denied
## 3671       4007.1000         Year                  Y   Certified
## 3672      73282.9600         Year                  Y      Denied
## 3673     165260.9900         Year                  Y   Certified
## 3674      64375.7300         Year                  Y      Denied
## 3675      64886.9100         Year                  Y      Denied
## 3676     122952.8700         Year                  Y      Denied
## 3677     131969.6600         Year                  N   Certified
## 3678      33798.7700         Year                  Y      Denied
## 3679     114031.2400         Year                  Y   Certified
## 3680      63016.7200         Year                  Y   Certified
## 3681     140652.8500         Year                  Y      Denied
## 3682     271344.6900         Year                  Y      Denied
## 3683      32831.9500         Year                  Y   Certified
## 3684     128371.1600         Year                  Y   Certified
## 3685        141.3424         Hour                  Y   Certified
## 3686     138057.1200         Year                  Y   Certified
## 3687      17721.2900         Year                  Y      Denied
## 3688      61024.5500         Year                  Y      Denied
## 3689     108660.3100         Year                  Y   Certified
## 3690     111921.5400         Year                  Y      Denied
## 3691     125465.8300         Year                  Y      Denied
## 3692       9489.6500         Year                  Y      Denied
## 3693      27785.7400         Year                  Y      Denied
## 3694      12830.9800         Year                  Y   Certified
## 3695      94806.0500         Year                  Y      Denied
## 3696     123539.6600         Year                  Y      Denied
## 3697      21727.9400         Year                  Y   Certified
## 3698     124910.2600         Year                  N   Certified
## 3699      83626.7200         Year                  Y      Denied
## 3700     103966.4400         Year                  N   Certified
## 3701      86937.7100         Year                  Y   Certified
## 3702      49385.6200         Year                  Y      Denied
## 3703      50896.0200         Year                  Y      Denied
## 3704      62006.1300         Year                  Y      Denied
## 3705      13458.6100         Year                  Y      Denied
## 3706      11794.0800         Year                  Y   Certified
## 3707      27572.1600         Year                  Y      Denied
## 3708     112776.6200         Year                  Y   Certified
## 3709      94423.8700         Year                  Y      Denied
## 3710     103646.2800         Year                  N   Certified
## 3711      78349.5900         Year                  Y   Certified
## 3712      70334.3600         Year                  Y      Denied
## 3713      82294.9500         Year                  Y   Certified
## 3714      80123.0900         Year                  Y   Certified
## 3715     109442.7100         Year                  Y      Denied
## 3716     109359.1300         Year                  Y      Denied
## 3717        448.9782         Hour                  Y      Denied
## 3718     134867.6000         Year                  Y      Denied
## 3719      64820.2800         Year                  Y   Certified
## 3720      36535.8200         Year                  Y      Denied
## 3721     146216.0700         Year                  Y      Denied
## 3722      99300.8400         Year                  N      Denied
## 3723      12728.8100         Year                  Y      Denied
## 3724     105040.9600         Year                  Y      Denied
## 3725      40820.7700         Year                  Y   Certified
## 3726      83992.6600         Year                  N      Denied
## 3727       9836.2200         Year                  Y   Certified
## 3728        105.1507         Hour                  Y   Certified
## 3729     116566.1800         Year                  Y      Denied
## 3730       6801.6300         Year                  Y      Denied
## 3731      87653.0000         Year                  Y      Denied
## 3732      39191.8900         Year                  Y   Certified
## 3733      35457.2400         Year                  Y      Denied
## 3734     130513.7600         Year                  Y      Denied
## 3735     141938.6800         Year                  Y   Certified
## 3736      42621.4300         Year                  Y      Denied
## 3737      49475.1300         Year                  Y      Denied
## 3738      27977.9800         Year                  Y   Certified
## 3739      36326.0500         Year                  Y   Certified
## 3740        358.8772         Hour                  Y   Certified
## 3741      84889.8500         Year                  Y   Certified
## 3742     126055.3000         Year                  Y   Certified
## 3743      33662.0100         Year                  N   Certified
## 3744     136075.5900         Year                  Y      Denied
## 3745     141527.3900         Year                  N      Denied
## 3746     137458.6600         Year                  Y   Certified
## 3747     117040.4400         Year                  N      Denied
## 3748      54184.9800         Year                  Y   Certified
## 3749      88455.8200         Year                  Y      Denied
## 3750        712.2584         Hour                  Y      Denied
## 3751      93313.9200         Year                  N      Denied
## 3752      70558.6600         Year                  Y   Certified
## 3753     129632.2700         Year                  N   Certified
## 3754      32864.6400         Year                  Y   Certified
## 3755     139111.8200         Year                  Y   Certified
## 3756      27291.1000         Year                  Y   Certified
## 3757     133870.7000         Year                  Y      Denied
## 3758      88589.0400         Year                  Y   Certified
## 3759      76529.4200         Year                  Y   Certified
## 3760      33539.8700         Year                  Y      Denied
## 3761      68806.0600         Year                  Y   Certified
## 3762      53263.1400         Year                  Y      Denied
## 3763     110262.9600         Year                  Y      Denied
## 3764      57902.8500         Year                  Y   Certified
## 3765     108186.2600         Year                  Y   Certified
## 3766     126098.4900         Year                  Y      Denied
## 3767      46927.4100         Year                  N   Certified
## 3768     144295.5900         Year                  Y      Denied
## 3769      52238.8300         Year                  Y      Denied
## 3770      73301.4300         Year                  Y   Certified
## 3771      84701.2700         Year                  Y   Certified
## 3772      74543.2400         Year                  Y      Denied
## 3773      66194.3900         Year                  Y      Denied
## 3774      77835.1800         Year                  N   Certified
## 3775      91075.8900         Year                  Y   Certified
## 3776      36779.8900         Year                  Y   Certified
## 3777     125799.7800         Year                  Y   Certified
## 3778     140492.7900         Year                  Y   Certified
## 3779       2570.3600         Year                  N   Certified
## 3780     104572.6200         Year                  Y      Denied
## 3781      48320.0900         Year                  Y   Certified
## 3782        762.0136         Hour                  Y      Denied
## 3783      84935.9600         Year                  Y      Denied
## 3784     150919.5800         Year                  N   Certified
## 3785     103414.2500         Year                  Y      Denied
## 3786     105382.7400         Year                  Y   Certified
## 3787      75333.0200         Year                  Y      Denied
## 3788      58670.9900         Year                  Y   Certified
## 3789     134088.7300         Year                  N      Denied
## 3790      44337.9900         Year                  Y      Denied
## 3791      28652.9100         Year                  Y      Denied
## 3792       3673.3200         Year                  Y      Denied
## 3793      69244.1400         Week                  Y   Certified
## 3794      30488.0400         Year                  Y   Certified
## 3795     139315.0100         Year                  Y      Denied
## 3796        831.6139         Hour                  Y      Denied
## 3797        947.9375         Hour                  Y      Denied
## 3798     150176.2500         Year                  Y   Certified
## 3799     157842.3300         Year                  Y      Denied
## 3800     162239.3900         Year                  Y   Certified
## 3801      58564.7100         Year                  Y      Denied
## 3802     155673.6500         Year                  Y      Denied
## 3803      83171.5300         Year                  Y   Certified
## 3804      99436.9000         Year                  Y   Certified
## 3805     199735.0700         Year                  N      Denied
## 3806      65381.1200         Year                  Y      Denied
## 3807      50266.1100         Year                  Y   Certified
## 3808      56966.9000         Year                  N   Certified
## 3809       4065.7400         Year                  Y   Certified
## 3810      95474.6700         Year                  N   Certified
## 3811      28573.8200         Year                  Y   Certified
## 3812      27053.3400         Year                  Y   Certified
## 3813      70284.5900         Year                  Y   Certified
## 3814      82094.9400         Year                  N      Denied
## 3815     108420.2100         Year                  Y      Denied
## 3816     115772.4300         Year                  Y   Certified
## 3817     128199.5800         Year                  Y      Denied
## 3818        852.3200         Year                  Y      Denied
## 3819     143473.6500         Year                  N      Denied
## 3820      90166.1900         Year                  Y   Certified
## 3821      99857.4900         Year                  Y   Certified
## 3822     115973.9200         Year                  N      Denied
## 3823     121684.0800         Year                  N   Certified
## 3824      98459.2800         Year                  Y      Denied
## 3825       6068.9900         Year                  Y   Certified
## 3826      95500.2800         Year                  Y      Denied
## 3827      22781.0600         Year                  Y   Certified
## 3828     117903.5600         Year                  N   Certified
## 3829      65820.5500         Year                  Y      Denied
## 3830     124956.9800         Year                  Y      Denied
## 3831      40801.4100         Year                  Y   Certified
## 3832      99865.0900         Year                  Y   Certified
## 3833      91088.3800         Year                  Y   Certified
## 3834      35843.1300         Year                  Y      Denied
## 3835       8194.6500         Year                  Y   Certified
## 3836        955.0700         Year                  Y      Denied
## 3837      29766.5900         Year                  Y   Certified
## 3838      96377.1800         Year                  Y   Certified
## 3839      38232.4500         Year                  Y      Denied
## 3840     117440.9700         Week                  Y   Certified
## 3841      53378.9700         Year                  Y      Denied
## 3842      45449.0900         Year                  Y   Certified
## 3843        806.2222         Hour                  Y      Denied
## 3844      19189.6200         Year                  Y   Certified
## 3845      26230.7800         Year                  Y   Certified
## 3846      27967.4200         Year                  Y   Certified
## 3847      87869.6400         Year                  Y      Denied
## 3848      15418.2700         Year                  Y      Denied
## 3849     105628.5800         Year                  Y   Certified
## 3850      29979.8700         Year                  Y      Denied
## 3851      35843.3700         Year                  Y   Certified
## 3852      39712.1400         Year                  Y   Certified
## 3853      37999.8900         Year                  Y   Certified
## 3854     139358.0800         Year                  Y      Denied
## 3855      66923.1300         Year                  Y   Certified
## 3856      37940.7800         Year                  Y   Certified
## 3857      69272.2000         Year                  Y   Certified
## 3858      82562.6800         Year                  Y   Certified
## 3859      12920.4500         Year                  Y   Certified
## 3860      35033.5700         Year                  Y      Denied
## 3861     101249.1300         Year                  Y   Certified
## 3862      61300.7500         Year                  Y      Denied
## 3863      58775.8500         Year                  Y   Certified
## 3864      70121.1000         Year                  Y      Denied
## 3865       9789.3200         Year                  Y   Certified
## 3866      90316.5000         Year                  Y   Certified
## 3867     109671.1800         Year                  Y   Certified
## 3868      93176.5600         Year                  Y      Denied
## 3869      63059.1000         Year                  Y   Certified
## 3870      60319.9000         Week                  Y      Denied
## 3871      87216.8100         Year                  Y   Certified
## 3872      64325.4300         Year                  Y   Certified
## 3873     252825.1100         Year                  Y   Certified
## 3874      60801.2100         Year                  Y      Denied
## 3875     141634.5900         Year                  Y      Denied
## 3876      65727.2200         Year                  Y   Certified
## 3877      88757.1700         Year                  Y   Certified
## 3878      94660.3500         Year                  Y      Denied
## 3879         53.5350         Hour                  Y      Denied
## 3880      56545.1500         Year                  Y   Certified
## 3881        350.9681         Hour                  Y      Denied
## 3882     128829.0300         Year                  Y   Certified
## 3883        597.2730         Hour                  Y      Denied
## 3884        135.3800         Hour                  Y      Denied
## 3885     104265.1400         Year                  N      Denied
## 3886      93038.8700         Year                  Y      Denied
## 3887     114764.0600         Year                  Y      Denied
## 3888     102003.6000         Year                  Y      Denied
## 3889      65810.0600         Year                  Y   Certified
## 3890      64402.7300         Year                  Y   Certified
## 3891     112796.3600         Year                  Y      Denied
## 3892      77121.5100         Year                  Y   Certified
## 3893      61995.2700         Year                  Y      Denied
## 3894      34151.3300         Year                  Y   Certified
## 3895     149808.0500         Year                  Y      Denied
## 3896     126194.0900         Year                  N      Denied
## 3897     121770.3100         Year                  Y   Certified
## 3898      70729.8500         Week                  Y      Denied
## 3899     105976.0600         Year                  Y   Certified
## 3900      11430.9800         Year                  Y   Certified
## 3901      29945.3300         Year                  Y   Certified
## 3902      30476.2900         Year                  Y   Certified
## 3903        128.0100         Hour                  Y      Denied
## 3904      63945.1700         Year                  Y      Denied
## 3905      21306.8300         Year                  Y   Certified
## 3906      28599.4900         Year                  Y   Certified
## 3907      36831.9300         Year                  Y      Denied
## 3908      10291.8500         Year                  Y   Certified
## 3909     146843.5200         Year                  Y      Denied
## 3910        247.1333         Hour                  Y      Denied
## 3911      32517.9600         Year                  Y   Certified
## 3912     123346.2700         Year                  Y   Certified
## 3913      40286.1200         Year                  Y   Certified
## 3914      10831.7500         Year                  Y   Certified
## 3915      92268.3500         Year                  Y   Certified
## 3916       7953.8000         Year                  Y   Certified
## 3917      81296.0200         Year                  Y      Denied
## 3918      37432.4000         Year                  Y      Denied
## 3919        268.7924         Hour                  Y      Denied
## 3920      60754.8400         Year                  Y      Denied
## 3921      92048.0000         Year                  Y      Denied
## 3922      69642.2700         Year                  Y   Certified
## 3923     118911.2700         Year                  Y   Certified
## 3924     115901.9500         Year                  Y      Denied
## 3925      17339.2000         Year                  Y   Certified
## 3926     121183.0200         Year                  Y   Certified
## 3927     108680.9400         Year                  N   Certified
## 3928     137996.8700         Year                  Y      Denied
## 3929      52102.8600         Year                  Y      Denied
## 3930     192499.4000         Year                  Y      Denied
## 3931      25530.6900         Year                  Y   Certified
## 3932      11588.9800         Year                  Y   Certified
## 3933     148651.0200         Year                  N   Certified
## 3934     101194.0500         Year                  Y   Certified
## 3935      81748.8200         Year                  N   Certified
## 3936      48383.1900         Year                  Y      Denied
## 3937        293.0452         Hour                  Y      Denied
## 3938       1898.7600         Year                  Y   Certified
## 3939         38.9863         Hour                  Y      Denied
## 3940      83106.4700         Year                  Y   Certified
## 3941     122770.0000         Year                  Y   Certified
## 3942      56260.4900         Year                  Y   Certified
## 3943     118505.9500         Year                  Y   Certified
## 3944     230843.7000         Year                  Y      Denied
## 3945        768.4136         Hour                  Y      Denied
## 3946        798.9479         Hour                  Y      Denied
## 3947      28080.8900         Year                  Y      Denied
## 3948     111449.1700         Year                  Y      Denied
## 3949      93379.9600         Year                  Y      Denied
## 3950     125569.1000         Year                  Y   Certified
## 3951      61966.9100         Year                  Y      Denied
## 3952      85453.5000         Year                  Y      Denied
## 3953     112605.5500         Year                  Y   Certified
## 3954      27761.3400         Year                  Y   Certified
## 3955     144257.3500         Year                  N      Denied
## 3956      54020.8000         Year                  N   Certified
## 3957      59694.5400         Year                  Y   Certified
## 3958      94077.5500         Year                  Y      Denied
## 3959      44172.1400         Year                  Y      Denied
## 3960      26194.9000         Year                  N   Certified
## 3961      76548.9700         Year                  Y      Denied
## 3962        180.9354         Hour                  Y      Denied
## 3963      47977.9500         Year                  N   Certified
## 3964      78978.3200         Year                  N   Certified
## 3965     110883.2900         Year                  Y   Certified
## 3966     111862.8500         Year                  Y      Denied
## 3967     126783.3000         Year                  Y   Certified
## 3968       2826.1800         Year                  Y   Certified
## 3969      84304.9700         Year                  Y   Certified
## 3970      37970.4300         Year                  Y      Denied
## 3971     155524.2700         Year                  Y   Certified
## 3972     253668.8600         Year                  Y      Denied
## 3973      42654.0700         Year                  Y      Denied
## 3974     138997.9500         Year                  Y      Denied
## 3975      80040.1700         Year                  Y   Certified
## 3976     150308.2300         Year                  Y      Denied
## 3977      20267.7500         Year                  Y      Denied
## 3978     108223.0700         Year                  Y   Certified
## 3979        602.5000         Year                  Y      Denied
## 3980      22111.4400         Year                  Y   Certified
## 3981      78255.3500         Year                  Y   Certified
## 3982      41360.3300         Year                  Y      Denied
## 3983      78514.4300         Year                  Y      Denied
## 3984        941.8589         Hour                  Y      Denied
## 3985        253.0191         Hour                  Y      Denied
## 3986     120891.5800         Year                  Y      Denied
## 3987      54902.1100         Year                  Y   Certified
## 3988      51889.6500         Year                  Y      Denied
## 3989        596.5164         Hour                  Y      Denied
## 3990     120041.0400         Year                  N      Denied
## 3991      68197.7900         Year                  Y      Denied
## 3992     142681.4800         Year                  Y      Denied
## 3993      86262.7000         Year                  Y   Certified
## 3994     165240.7300         Year                  N   Certified
## 3995      30440.7300         Year                  N   Certified
## 3996      63277.1000         Year                  Y   Certified
## 3997      72890.4700         Year                  Y   Certified
## 3998     105194.3300         Year                  Y      Denied
## 3999       2460.3300         Year                  Y   Certified
## 4000      73115.3400         Year                  Y      Denied
## 4001      17729.4800         Year                  Y   Certified
## 4002        371.8531         Hour                  Y      Denied
## 4003      92490.0400         Year                  Y      Denied
## 4004      39685.3700         Year                  Y   Certified
## 4005        419.1893         Hour                  Y      Denied
## 4006        329.0075         Hour                  Y      Denied
## 4007     110021.1200         Year                  Y      Denied
## 4008        421.4584         Hour                  Y      Denied
## 4009      61640.8700         Year                  Y      Denied
## 4010      15084.7700         Year                  Y   Certified
## 4011      34775.3600         Year                  Y   Certified
## 4012      62577.4100         Year                  Y   Certified
## 4013     143437.6500         Year                  Y      Denied
## 4014      81775.1600         Year                  Y   Certified
## 4015      87781.8300         Year                  Y      Denied
## 4016      78509.1400         Year                  Y   Certified
## 4017     119365.4100         Year                  Y      Denied
## 4018      98615.5600         Year                  Y      Denied
## 4019     167634.6300         Year                  N      Denied
## 4020      81973.5200         Week                  Y      Denied
## 4021     133266.0600         Year                  Y   Certified
## 4022     143793.4500         Year                  N   Certified
## 4023      64727.7800         Year                  Y      Denied
## 4024      70724.3500         Year                  Y   Certified
## 4025     142920.0300         Year                  N      Denied
## 4026      77293.6100         Year                  Y      Denied
## 4027      47136.1600         Year                  Y      Denied
## 4028     112576.2500         Year                  Y   Certified
## 4029     193884.5900         Year                  Y   Certified
## 4030     135607.7100         Year                  Y   Certified
## 4031      30954.8500         Week                  Y      Denied
## 4032      54235.5800         Year                  Y      Denied
## 4033     148394.1600         Year                  Y   Certified
## 4034      72077.3700         Year                  Y      Denied
## 4035     143203.8300         Year                  Y   Certified
## 4036      52595.5500         Year                  Y   Certified
## 4037      84647.6700         Year                  N      Denied
## 4038      52342.2800         Year                  Y   Certified
## 4039      59983.2400         Year                  Y   Certified
## 4040      49337.6900         Year                  Y   Certified
## 4041      36815.0500         Year                  Y      Denied
## 4042      28993.8200         Year                  Y   Certified
## 4043        658.0041         Hour                  Y      Denied
## 4044      98272.4200         Year                  Y   Certified
## 4045     142386.1800         Year                  Y   Certified
## 4046      75267.4000         Year                  Y   Certified
## 4047      17096.8600         Year                  Y      Denied
## 4048      72586.5100         Year                  N   Certified
## 4049     102270.2400         Year                  N      Denied
## 4050      21333.5600         Year                  Y   Certified
## 4051      60980.1100         Year                  Y   Certified
## 4052      30260.6200         Year                  Y      Denied
## 4053      22239.1000         Year                  Y      Denied
## 4054     160559.1200         Year                  Y      Denied
## 4055     181808.4600         Year                  Y      Denied
## 4056       7635.9900         Year                  Y      Denied
## 4057      60933.6200         Year                  N      Denied
## 4058     123480.6400         Year                  Y   Certified
## 4059      44663.6500         Year                  Y   Certified
## 4060      67794.3600         Year                  Y      Denied
## 4061      63625.1300         Year                  Y      Denied
## 4062      73932.6100         Year                  Y   Certified
## 4063     109537.5900         Year                  Y      Denied
## 4064      83449.6000         Year                  Y   Certified
## 4065        631.6161         Hour                  Y      Denied
## 4066       7357.6300         Year                  Y      Denied
## 4067      64730.9700         Year                  N      Denied
## 4068      10857.5700         Year                  Y   Certified
## 4069     119007.6400         Year                  N      Denied
## 4070     147490.1900         Year                  Y   Certified
## 4071     142730.8900         Year                  N   Certified
## 4072      28874.0400         Year                  Y      Denied
## 4073      70603.2900         Year                  Y      Denied
## 4074      68480.8400         Year                  Y   Certified
## 4075     103276.2900         Year                  Y      Denied
## 4076      25425.4700         Year                  Y   Certified
## 4077      95819.2500         Year                  Y      Denied
## 4078      32072.6700         Year                  Y      Denied
## 4079      46491.9400         Year                  Y   Certified
## 4080     116933.5700         Year                  Y   Certified
## 4081     137597.2800         Year                  Y   Certified
## 4082      88643.7000         Year                  Y      Denied
## 4083       2641.2800         Year                  Y   Certified
## 4084      77701.7200         Year                  Y   Certified
## 4085      47910.1200         Year                  Y   Certified
## 4086      61261.0200         Year                  Y      Denied
## 4087      14199.0800         Year                  Y   Certified
## 4088      78365.5400         Year                  N      Denied
## 4089     113839.1800         Year                  Y   Certified
## 4090        115.5500         Hour                  Y   Certified
## 4091      68771.5500         Year                  Y   Certified
## 4092       8213.8200         Year                  Y   Certified
## 4093      34507.5300         Year                  Y   Certified
## 4094     101495.6000         Year                  Y   Certified
## 4095      40018.7500         Year                  N      Denied
## 4096     158893.2300         Year                  Y   Certified
## 4097        406.0500         Year                  Y   Certified
## 4098      45058.6800         Year                  Y      Denied
## 4099      25396.4800         Year                  Y      Denied
## 4100     110833.3200         Year                  Y      Denied
## 4101     160513.0800         Year                  N      Denied
## 4102     171509.4900         Year                  Y      Denied
## 4103       3287.8000         Year                  Y      Denied
## 4104        113.4900         Hour                  Y      Denied
## 4105      93970.6900         Week                  Y   Certified
## 4106      38769.0900         Year                  Y   Certified
## 4107      47547.6500         Year                  Y      Denied
## 4108     106308.2100         Year                  N   Certified
## 4109      18321.8400         Year                  Y   Certified
## 4110      33037.8300         Year                  Y      Denied
## 4111      53833.1500         Year                  Y      Denied
## 4112       3877.8600         Year                  Y   Certified
## 4113      93226.3500         Year                  Y      Denied
## 4114      11461.5800         Year                  Y   Certified
## 4115      77049.9400         Year                  Y   Certified
## 4116        149.5800         Hour                  Y   Certified
## 4117      45267.7900         Year                  Y      Denied
## 4118       7702.6800         Year                  Y   Certified
## 4119      20690.0400         Year                  Y   Certified
## 4120      92438.2700         Year                  Y   Certified
## 4121      98970.5800         Year                  Y      Denied
## 4122     117120.9800         Year                  Y   Certified
## 4123     110733.9300         Year                  Y   Certified
## 4124        130.0398         Hour                  Y      Denied
## 4125      30947.9300         Year                  Y   Certified
## 4126     155365.3100         Year                  N      Denied
## 4127      71287.8600         Year                  Y   Certified
## 4128      96682.3500         Year                  Y   Certified
## 4129      39279.4700         Year                  Y   Certified
## 4130     140866.4300         Year                  Y      Denied
## 4131     120356.6800         Year                  N      Denied
## 4132      93356.0300         Year                  Y   Certified
## 4133      34934.9800         Year                  Y   Certified
## 4134      69910.5700         Year                  Y      Denied
## 4135     138302.4300         Year                  Y      Denied
## 4136      24269.8800         Year                  Y   Certified
## 4137      24781.3200         Year                  Y   Certified
## 4138     163825.5800         Year                  N      Denied
## 4139     109328.4400         Year                  Y   Certified
## 4140      57485.9700         Year                  Y   Certified
## 4141      44445.6100         Year                  Y      Denied
## 4142     119136.8500         Year                  Y      Denied
## 4143      44095.8700         Year                  Y      Denied
## 4144      79382.0500         Year                  Y   Certified
## 4145      60431.3500         Year                  Y   Certified
## 4146      15568.1700         Year                  Y   Certified
## 4147     100856.5000         Year                  N      Denied
## 4148      73715.0800         Year                  Y      Denied
## 4149     121375.4500         Year                  N      Denied
## 4150      46541.7100         Year                  Y   Certified
## 4151     187750.9600         Year                  Y      Denied
## 4152      35298.6000         Year                  Y      Denied
## 4153     110740.3200         Year                  Y   Certified
## 4154      79633.6300         Year                  Y      Denied
## 4155      39776.2600         Year                  Y   Certified
## 4156      93666.5200         Year                  Y      Denied
## 4157      25373.8000         Year                  Y   Certified
## 4158     129812.6300         Year                  Y      Denied
## 4159     106675.8100         Year                  Y   Certified
## 4160      32838.0000         Year                  Y   Certified
## 4161      70536.4900         Year                  Y      Denied
## 4162      67383.5900         Year                  Y      Denied
## 4163       5736.5100         Year                  Y      Denied
## 4164     128469.6500         Year                  Y   Certified
## 4165     124870.3200         Year                  Y   Certified
## 4166      77925.5700         Year                  Y   Certified
## 4167     109440.6300         Year                  Y      Denied
## 4168     107919.6800         Year                  Y   Certified
## 4169       1919.3800         Year                  Y      Denied
## 4170      92235.0400         Year                  N      Denied
## 4171     126031.8400         Year                  Y      Denied
## 4172      82120.5600         Year                  Y      Denied
## 4173      56700.7400         Year                  Y   Certified
## 4174       1872.9000         Year                  Y      Denied
## 4175      93838.9100         Year                  Y   Certified
## 4176      57227.7900         Year                  Y      Denied
## 4177      31849.4600         Year                  Y      Denied
## 4178      53783.2000         Year                  Y      Denied
## 4179      14761.9500         Year                  Y   Certified
## 4180        530.4704         Hour                  Y      Denied
## 4181     178617.3900         Year                  Y      Denied
## 4182        459.4009         Hour                  Y      Denied
## 4183      43535.8100         Year                  Y      Denied
## 4184     103821.4500         Year                  Y   Certified
## 4185      73977.9800         Year                  Y   Certified
## 4186     177335.1700         Year                  Y   Certified
## 4187      24564.2100         Year                  Y      Denied
## 4188      44125.3600         Year                  Y   Certified
## 4189      75697.3400         Year                  Y      Denied
## 4190      17673.1600         Year                  Y      Denied
## 4191       8923.9200         Year                  Y   Certified
## 4192      56023.1400         Year                  Y   Certified
## 4193      43182.3200         Year                  Y      Denied
## 4194      16285.9700         Year                  Y   Certified
## 4195      45310.4800         Year                  Y      Denied
## 4196     115499.6900         Year                  Y      Denied
## 4197      28289.9900         Year                  Y      Denied
## 4198      33350.1600         Year                  Y      Denied
## 4199      49959.2900         Year                  Y      Denied
## 4200      48693.4400         Year                  Y   Certified
## 4201     115070.5800         Year                  N      Denied
## 4202      71546.4800         Year                  Y   Certified
## 4203      32216.5400         Year                  Y   Certified
## 4204      41843.8500         Year                  Y   Certified
## 4205      31648.0600         Year                  Y   Certified
## 4206      51666.4300         Year                  Y      Denied
## 4207      16849.8200         Year                  Y      Denied
## 4208      20862.6200         Year                  Y      Denied
## 4209     136218.1300         Year                  Y   Certified
## 4210      63647.5600         Year                  Y      Denied
## 4211     116895.0500         Year                  Y      Denied
## 4212      54869.4100         Year                  Y   Certified
## 4213     120994.3600         Year                  N      Denied
## 4214     123553.9100         Year                  N   Certified
## 4215      79207.0500         Year                  Y      Denied
## 4216      49278.6600         Year                  Y      Denied
## 4217      49575.8400         Year                  Y   Certified
## 4218       9486.3700         Year                  Y   Certified
## 4219      71500.5700         Year                  Y   Certified
## 4220     161115.8400         Year                  Y   Certified
## 4221     158591.3900         Year                  Y      Denied
## 4222      68322.4800         Year                  Y      Denied
## 4223      60016.7700         Year                  Y   Certified
## 4224      70871.7200         Year                  Y      Denied
## 4225       7407.6500         Year                  Y   Certified
## 4226        128.3700         Hour                  Y      Denied
## 4227        856.4145         Hour                  Y      Denied
## 4228       1655.7400         Year                  Y   Certified
## 4229       7333.2400         Year                  Y   Certified
## 4230      41570.1300         Year                  Y   Certified
## 4231        543.7175         Hour                  Y      Denied
## 4232     104577.6700         Year                  Y      Denied
## 4233       4234.4700         Year                  Y      Denied
## 4234      93206.4600         Year                  Y      Denied
## 4235      38270.4900         Year                  Y      Denied
## 4236     106851.8300         Year                  Y      Denied
## 4237      71892.5600         Year                  Y   Certified
## 4238      93517.5200         Year                  Y   Certified
## 4239       6558.0900         Year                  Y   Certified
## 4240     131106.6800         Year                  Y      Denied
## 4241        981.7090         Hour                  Y      Denied
## 4242      54216.9000         Year                  N      Denied
## 4243     114496.5100         Year                  Y   Certified
## 4244      52766.1400         Year                  Y   Certified
## 4245      99349.9200         Year                  N      Denied
## 4246     147057.9200         Year                  Y   Certified
## 4247        851.4694         Hour                  Y      Denied
## 4248     194381.7900         Year                  N   Certified
## 4249      33796.7000         Year                  Y      Denied
## 4250      12840.1700         Year                  Y   Certified
## 4251      36922.7400         Year                  Y      Denied
## 4252      73841.9200         Year                  N   Certified
## 4253      51589.4500         Year                  Y   Certified
## 4254      89232.4500         Year                  Y      Denied
## 4255     116845.2900         Year                  Y      Denied
## 4256         51.8503         Hour                  Y      Denied
## 4257      18856.6400         Year                  Y      Denied
## 4258        503.1522         Hour                  Y      Denied
## 4259      61784.6700         Year                  N      Denied
## 4260      15377.3900         Year                  Y   Certified
## 4261      74820.9200         Year                  Y      Denied
## 4262      98292.9900         Year                  Y      Denied
## 4263        232.6611         Hour                  Y      Denied
## 4264      59630.8700         Year                  Y      Denied
## 4265     108523.3600         Year                  N   Certified
## 4266      52945.4200         Year                  Y   Certified
## 4267       3867.2500         Year                  Y   Certified
## 4268     126123.2100         Year                  Y   Certified
## 4269     103997.7400         Year                  Y   Certified
## 4270      44357.0500         Year                  Y      Denied
## 4271        994.5969         Hour                  Y   Certified
## 4272     144189.2900         Year                  Y   Certified
## 4273     103849.1900         Year                  Y      Denied
## 4274      87297.3500         Year                  Y   Certified
## 4275      44595.0800         Year                  Y      Denied
## 4276     129265.7700         Year                  Y   Certified
## 4277     161864.7500         Year                  Y      Denied
## 4278      82305.5900         Year                  Y      Denied
## 4279      26391.3000         Year                  Y      Denied
## 4280     144289.6800         Year                  Y   Certified
## 4281      45565.6700         Year                  Y      Denied
## 4282      66903.3400         Year                  Y      Denied
## 4283      95667.9800         Year                  Y   Certified
## 4284      29779.6500         Year                  Y      Denied
## 4285      99846.2600         Year                  Y   Certified
## 4286      15082.6400         Year                  Y   Certified
## 4287     126270.6500         Year                  Y   Certified
## 4288        581.9219         Hour                  Y      Denied
## 4289      83284.6400         Year                  Y      Denied
## 4290     108404.3000         Year                  Y      Denied
## 4291      39783.6800         Year                  Y   Certified
## 4292     108517.8700         Year                  Y      Denied
## 4293      15285.9800         Year                  Y   Certified
## 4294     124031.5200         Year                  Y   Certified
## 4295     112031.3500         Year                  N      Denied
## 4296     171016.3700         Year                  Y      Denied
## 4297      20180.4900         Year                  Y   Certified
## 4298     157353.3700         Year                  N      Denied
## 4299     128894.1800         Year                  Y   Certified
## 4300        132.8200         Hour                  Y   Certified
## 4301      86950.5200         Year                  Y      Denied
## 4302      29449.4900         Year                  Y      Denied
## 4303      71246.4100         Year                  N      Denied
## 4304     127064.3000         Year                  N      Denied
## 4305      87988.8100         Year                  N      Denied
## 4306      49980.6400         Year                  Y      Denied
## 4307     111871.2200         Year                  Y   Certified
## 4308     102219.1500         Year                  Y   Certified
## 4309      52692.8200         Year                  Y   Certified
## 4310      32799.2600         Year                  Y      Denied
## 4311      10804.9300         Year                  Y      Denied
## 4312     101388.9300         Year                  Y   Certified
## 4313     133323.0800         Year                  Y      Denied
## 4314       4657.1600         Year                  Y   Certified
## 4315        567.7643         Hour                  Y      Denied
## 4316      66153.4900         Year                  Y   Certified
## 4317     119860.3000         Year                  Y   Certified
## 4318      81938.6500         Year                  Y   Certified
## 4319     103870.6800         Year                  Y   Certified
## 4320        713.0041         Hour                  Y      Denied
## 4321        311.4077         Hour                  Y      Denied
## 4322      85253.6300         Year                  Y   Certified
## 4323     135705.2900         Year                  Y      Denied
## 4324     189017.0900         Year                  Y      Denied
## 4325      48507.7600         Year                  Y      Denied
## 4326     113641.6300         Year                  Y   Certified
## 4327      46531.6700         Year                  Y   Certified
## 4328     150115.6900         Year                  Y   Certified
## 4329      55402.3300         Year                  Y      Denied
## 4330      70899.6100         Year                  Y      Denied
## 4331      98642.4900         Year                  Y      Denied
## 4332     125457.0000         Year                  N   Certified
## 4333      91081.8200         Year                  Y      Denied
## 4334      87658.1400         Year                  N      Denied
## 4335      90866.4500         Year                  Y      Denied
## 4336     144172.8500         Year                  N      Denied
## 4337      37650.3800         Year                  Y   Certified
## 4338      48764.0700         Year                  Y   Certified
## 4339      73749.9300         Year                  Y   Certified
## 4340      96508.0000         Year                  Y   Certified
## 4341     116757.1700         Year                  Y      Denied
## 4342     132121.6200         Year                  Y   Certified
## 4343      37780.6900         Year                  Y      Denied
## 4344      15607.7200         Year                  Y   Certified
## 4345      69909.2700         Year                  Y      Denied
## 4346      88404.1800         Year                  Y      Denied
## 4347     145160.9100         Year                  Y      Denied
## 4348      80350.4500         Year                  Y      Denied
## 4349        182.0907         Hour                  Y      Denied
## 4350      88620.9500         Year                  Y      Denied
## 4351     111593.3800         Year                  Y      Denied
## 4352      48430.7800         Year                  Y      Denied
## 4353      26887.6000         Year                  Y   Certified
## 4354      37111.9700         Year                  Y   Certified
## 4355     141198.7300         Year                  Y      Denied
## 4356      41629.7000         Year                  Y      Denied
## 4357      89260.3300         Year                  Y   Certified
## 4358     123329.5200         Year                  Y   Certified
## 4359      23055.2900         Year                  Y      Denied
## 4360      60636.4700         Year                  N   Certified
## 4361       6168.3900         Year                  Y   Certified
## 4362      91790.2300         Year                  Y      Denied
## 4363      19585.3000         Year                  Y   Certified
## 4364      66063.4100         Year                  Y   Certified
## 4365      50200.5000         Year                  Y   Certified
## 4366      34288.3500         Year                  Y      Denied
## 4367      50087.6900         Year                  Y      Denied
## 4368      87122.4200         Year                  N      Denied
## 4369      66851.0700         Year                  Y      Denied
## 4370      90347.6000         Year                  Y      Denied
## 4371      91060.1200         Year                  Y      Denied
## 4372     145363.0300         Year                  Y   Certified
## 4373       3566.9500         Year                  Y      Denied
## 4374      33541.0200         Year                  Y      Denied
## 4375      38424.5300         Year                  Y   Certified
## 4376      43769.7300         Year                  Y   Certified
## 4377      71142.7200         Year                  Y      Denied
## 4378        458.6381         Hour                  Y      Denied
## 4379      95315.9300         Year                  Y      Denied
## 4380      15064.8300         Year                  Y   Certified
## 4381      53138.6500         Year                  Y      Denied
## 4382        325.1087         Hour                  Y      Denied
## 4383      12649.4300         Year                  Y   Certified
## 4384     128215.8200         Year                  Y      Denied
## 4385      56416.4300         Year                  Y      Denied
## 4386      98621.0400         Year                  Y   Certified
## 4387     198695.3800         Year                  Y      Denied
## 4388     110954.3600         Year                  Y   Certified
## 4389     130279.3700         Year                  N      Denied
## 4390      85012.8400         Year                  Y      Denied
## 4391     129562.3000         Year                  Y      Denied
## 4392     107600.9800         Year                  N      Denied
## 4393      48974.9400         Year                  Y   Certified
## 4394      26970.5400         Year                  Y      Denied
## 4395      85376.2300         Year                  Y   Certified
## 4396      62363.9400         Year                  Y      Denied
## 4397      97934.8500         Year                  Y      Denied
## 4398        192.3700         Hour                  Y      Denied
## 4399      81274.3800         Year                  Y      Denied
## 4400      39013.1900         Year                  Y   Certified
## 4401        797.3901         Hour                  Y      Denied
## 4402     127982.7200         Year                  N      Denied
## 4403      66500.0500         Year                  Y      Denied
## 4404      54144.7300         Year                  Y   Certified
## 4405      50834.5300         Year                  Y      Denied
## 4406      75653.4100         Year                  Y      Denied
## 4407        177.8900         Year                  Y      Denied
## 4408      88711.8000         Year                  Y      Denied
## 4409     167073.5000         Year                  Y   Certified
## 4410     115969.5100         Year                  Y      Denied
## 4411     162945.0600         Year                  Y      Denied
## 4412        813.4241         Hour                  Y   Certified
## 4413        980.2064         Hour                  Y      Denied
## 4414        806.3452         Hour                  Y   Certified
## 4415      63593.3800         Year                  Y      Denied
## 4416      26494.5000         Year                  Y   Certified
## 4417      38130.6800         Year                  Y      Denied
## 4418      35335.4800         Year                  Y   Certified
## 4419     144598.8800         Year                  Y   Certified
## 4420     104250.8600         Year                  Y      Denied
## 4421      83395.1900         Year                  N      Denied
## 4422      66349.7400         Year                  Y      Denied
## 4423     109080.5600         Year                  Y   Certified
## 4424     141775.1000         Year                  N   Certified
## 4425      87570.1300         Year                  Y   Certified
## 4426        287.8058         Hour                  Y      Denied
## 4427      64802.3400         Year                  Y   Certified
## 4428      46823.1600         Year                  Y   Certified
## 4429        642.6508         Hour                  Y   Certified
## 4430      32903.9600         Year                  N      Denied
## 4431     128902.6000         Year                  Y   Certified
## 4432     101561.3800         Year                  Y      Denied
## 4433      47699.0800         Year                  Y      Denied
## 4434      15592.0200         Year                  Y   Certified
## 4435      16230.3300         Year                  Y   Certified
## 4436     108705.8100         Year                  Y   Certified
## 4437        100.5100         Hour                  Y      Denied
## 4438       6093.1600         Year                  Y      Denied
## 4439      22372.0000         Year                  Y      Denied
## 4440      33801.9600         Year                  Y   Certified
## 4441      52812.0700         Year                  Y      Denied
## 4442      92075.8900         Year                  Y   Certified
## 4443     187814.9900         Year                  Y      Denied
## 4444      51763.0500         Year                  Y      Denied
## 4445     127408.6200         Year                  Y      Denied
## 4446     125070.5700         Year                  Y      Denied
## 4447      56307.5800         Year                  Y      Denied
## 4448      75555.9300         Year                  Y      Denied
## 4449     164679.9700         Year                  Y      Denied
## 4450      61881.3500         Year                  Y   Certified
## 4451      73486.0100         Year                  Y   Certified
## 4452      62914.5300         Year                  Y      Denied
## 4453      27948.8400         Year                  Y   Certified
## 4454      52250.7200         Year                  Y   Certified
## 4455        156.7900         Hour                  Y      Denied
## 4456      58351.7600         Year                  Y      Denied
## 4457       3781.7100         Year                  Y   Certified
## 4458      38579.2900         Year                  Y      Denied
## 4459      28631.5800         Year                  Y      Denied
## 4460     112103.4600         Year                  Y   Certified
## 4461     104040.7900         Year                  N      Denied
## 4462      41738.3800         Year                  Y      Denied
## 4463      31424.0300         Year                  Y      Denied
## 4464      97321.0200         Year                  N      Denied
## 4465     125869.8600         Year                  Y      Denied
## 4466     112579.6000        Month                  Y      Denied
## 4467      19367.9200         Year                  Y   Certified
## 4468      60165.7800         Year                  Y      Denied
## 4469      18335.2600         Year                  Y   Certified
## 4470      39315.4100         Year                  N   Certified
## 4471      80055.3300         Year                  Y   Certified
## 4472      95496.4900         Year                  Y      Denied
## 4473     116073.6800         Year                  Y   Certified
## 4474     203274.5600         Year                  Y      Denied
## 4475      75680.3000         Year                  Y      Denied
## 4476     134029.1500         Year                  Y      Denied
## 4477      98718.9600         Year                  Y      Denied
## 4478      67459.3800         Year                  Y      Denied
## 4479     104330.0400         Year                  Y   Certified
## 4480      22532.2100         Year                  Y   Certified
## 4481        572.5140         Hour                  Y      Denied
## 4482      41183.0600         Year                  N      Denied
## 4483     118334.0400         Year                  Y   Certified
## 4484     147625.1200         Year                  N      Denied
## 4485      23615.3400         Year                  Y   Certified
## 4486       1323.9000         Year                  Y      Denied
## 4487     114686.7200         Year                  Y      Denied
## 4488      56511.1600         Year                  Y      Denied
## 4489      64340.8700         Year                  Y   Certified
## 4490     113421.7400         Year                  Y   Certified
## 4491     152651.3400         Year                  Y      Denied
## 4492     206777.2900         Year                  Y      Denied
## 4493     126884.3400         Year                  N      Denied
## 4494      72019.3900         Year                  N      Denied
## 4495      70191.7000         Year                  Y      Denied
## 4496      67931.3700         Year                  Y   Certified
## 4497      53809.8100         Year                  Y   Certified
## 4498      73494.5400         Year                  Y      Denied
## 4499     111472.8100         Year                  Y      Denied
## 4500      35851.6000         Year                  Y   Certified
## 4501      86478.6900         Year                  Y   Certified
## 4502      36456.2100         Year                  Y      Denied
## 4503      25554.1700         Year                  Y      Denied
## 4504     245819.1700         Year                  N      Denied
## 4505      82152.6900         Year                  Y      Denied
## 4506      64469.5800         Year                  Y   Certified
## 4507      77899.9400         Year                  Y   Certified
## 4508        804.0274         Hour                  Y   Certified
## 4509      39900.4700         Year                  Y      Denied
## 4510     117113.4100         Year                  Y      Denied
## 4511      60541.5000         Year                  Y   Certified
## 4512      33894.6700         Year                  Y   Certified
## 4513      10376.1200         Year                  Y   Certified
## 4514      69934.8800         Year                  Y   Certified
## 4515      99796.8800         Year                  Y      Denied
## 4516      73274.6400         Year                  Y      Denied
## 4517      69258.9400         Year                  Y      Denied
## 4518        431.8261         Hour                  Y      Denied
## 4519      51149.8100         Year                  Y      Denied
## 4520        625.8440         Hour                  Y   Certified
## 4521      74396.6000         Year                  Y      Denied
## 4522      71605.6400         Year                  Y      Denied
## 4523      28677.4500         Year                  Y   Certified
## 4524     107759.1300         Year                  Y      Denied
## 4525      92599.6400         Year                  Y   Certified
## 4526      89251.1100         Year                  Y      Denied
## 4527      49515.3400         Year                  Y      Denied
## 4528      43932.2900         Year                  Y   Certified
## 4529      59368.0000         Year                  N      Denied
## 4530      81713.8400         Year                  Y      Denied
## 4531        824.5800         Year                  Y   Certified
## 4532     239465.3000         Year                  Y   Certified
## 4533      90538.2000         Year                  N   Certified
## 4534      48669.9400         Year                  Y   Certified
## 4535      30861.0200         Year                  Y   Certified
## 4536      35315.6400         Year                  Y      Denied
## 4537         24.7965         Hour                  Y      Denied
## 4538     164127.4100         Year                  Y   Certified
## 4539      82467.1900         Year                  Y      Denied
## 4540      52034.7400         Year                  N      Denied
## 4541      91471.6600         Year                  Y      Denied
## 4542     100112.7100         Year                  Y      Denied
## 4543       4110.4300         Year                  Y   Certified
## 4544      66323.0900         Year                  Y      Denied
## 4545     143086.8200         Year                  Y   Certified
## 4546      85340.6600         Year                  Y      Denied
## 4547      82990.3300         Year                  Y   Certified
## 4548      63957.3900         Year                  Y   Certified
## 4549      19130.7200         Year                  Y      Denied
## 4550     159140.1600         Year                  N   Certified
## 4551     103942.7300         Year                  Y   Certified
## 4552      42684.5100         Year                  Y      Denied
## 4553     103795.4200         Year                  Y   Certified
## 4554        816.3723         Hour                  Y      Denied
## 4555      54959.8000         Year                  Y   Certified
## 4556       2530.0900         Year                  Y      Denied
## 4557      26753.3000         Year                  Y      Denied
## 4558       6966.5400         Year                  Y      Denied
## 4559      33826.5500         Year                  Y   Certified
## 4560      60191.3600         Year                  Y   Certified
## 4561      98419.7300         Year                  Y      Denied
## 4562      35672.9100         Year                  Y      Denied
## 4563      82835.5200         Year                  Y      Denied
## 4564      68335.9000         Year                  Y      Denied
## 4565      69027.5600         Year                  Y   Certified
## 4566     120459.5300         Year                  Y      Denied
## 4567      90964.8900         Year                  Y      Denied
## 4568     200108.7300         Year                  Y   Certified
## 4569      49615.8800         Year                  Y   Certified
## 4570     119529.6200         Year                  Y      Denied
## 4571      84556.5000         Year                  Y   Certified
## 4572     153480.4600         Year                  Y      Denied
## 4573      63235.8900         Year                  Y   Certified
## 4574     149091.2500         Year                  Y   Certified
## 4575      41126.9800         Year                  Y      Denied
## 4576      92639.6500         Year                  Y   Certified
## 4577     119077.3900         Year                  Y   Certified
## 4578      94497.6500         Year                  Y      Denied
## 4579      41077.3600         Year                  Y   Certified
## 4580      50305.6800         Year                  Y   Certified
## 4581      78850.4800         Year                  Y   Certified
## 4582      40246.2300         Year                  Y   Certified
## 4583      71341.0500         Year                  Y      Denied
## 4584      43939.0100         Year                  Y      Denied
## 4585        611.2748         Hour                  Y      Denied
## 4586      12390.6900         Year                  Y   Certified
## 4587      53138.6300         Year                  Y   Certified
## 4588      78192.7600         Year                  Y   Certified
## 4589      91915.9600         Year                  Y   Certified
## 4590      15691.6900         Year                  Y      Denied
## 4591     109831.1600         Year                  N   Certified
## 4592      54611.6800         Year                  N   Certified
## 4593      61892.3900         Year                  Y   Certified
## 4594     103421.7300         Year                  Y      Denied
## 4595      94854.4600         Year                  Y   Certified
## 4596      61869.6800         Year                  N   Certified
## 4597      66405.1900         Year                  Y   Certified
## 4598      21927.1600         Year                  Y      Denied
## 4599     166149.8900         Year                  Y   Certified
## 4600      70948.5700         Year                  Y      Denied
## 4601      83766.6000         Year                  Y      Denied
## 4602      31334.0600         Year                  Y   Certified
## 4603     236316.3600         Year                  Y      Denied
## 4604      29254.7100         Year                  Y      Denied
## 4605      85621.4100         Year                  N      Denied
## 4606      35642.7900         Year                  Y      Denied
## 4607     156855.8700         Year                  Y      Denied
## 4608      97741.8400         Year                  Y      Denied
## 4609        990.1942         Hour                  Y      Denied
## 4610     102368.9500         Year                  Y      Denied
## 4611      34666.3600         Year                  Y      Denied
## 4612      94135.9200         Year                  Y   Certified
## 4613       8173.0300         Year                  Y   Certified
## 4614      24006.3800         Year                  Y   Certified
## 4615     151850.9100         Year                  N      Denied
## 4616      85640.7000         Year                  Y   Certified
## 4617       4628.5700         Year                  Y      Denied
## 4618      72187.7500         Year                  Y      Denied
## 4619     118475.3700         Year                  Y      Denied
## 4620      79217.6800         Year                  Y      Denied
## 4621       6925.9200         Year                  Y   Certified
## 4622      82622.7300         Year                  N      Denied
## 4623        737.7488         Hour                  Y   Certified
## 4624      49406.2300         Year                  Y   Certified
## 4625      34520.4900         Year                  Y   Certified
## 4626      59263.3400         Year                  N   Certified
## 4627       5757.8100         Year                  Y   Certified
## 4628      54803.1700         Year                  Y   Certified
## 4629      39592.3400         Year                  Y   Certified
## 4630      28935.6900         Year                  N   Certified
## 4631      73895.9600         Year                  Y      Denied
## 4632      74554.4700         Year                  Y      Denied
## 4633       9194.5600         Year                  Y   Certified
## 4634      47064.4500         Year                  Y   Certified
## 4635      46565.7700         Year                  Y      Denied
## 4636      85477.0400         Year                  N   Certified
## 4637      83812.1900         Year                  Y   Certified
## 4638      49633.3800         Year                  Y      Denied
## 4639      48937.9500         Year                  Y      Denied
## 4640        513.7152         Hour                  Y      Denied
## 4641     111312.4000         Year                  Y   Certified
## 4642     124895.0000         Year                  Y   Certified
## 4643     116040.7000         Year                  Y      Denied
## 4644      87049.1600         Year                  Y   Certified
## 4645     143328.8800         Year                  Y      Denied
## 4646       4011.2900         Year                  Y   Certified
## 4647     103753.4400         Year                  Y      Denied
## 4648      29943.9800         Year                  Y      Denied
## 4649      88732.9700         Year                  Y      Denied
## 4650     119739.7300         Year                  Y   Certified
## 4651      70300.4300         Year                  Y      Denied
## 4652      74163.9700         Year                  Y   Certified
## 4653     117123.5600         Year                  Y   Certified
## 4654      24925.8100         Year                  Y   Certified
## 4655     195883.8000         Year                  Y      Denied
## 4656      59120.1800         Year                  Y   Certified
## 4657      34147.4400         Year                  Y      Denied
## 4658     109820.5300         Year                  Y      Denied
## 4659      32853.4400         Year                  Y      Denied
## 4660      81268.0600         Year                  Y   Certified
## 4661     138569.8100         Year                  Y      Denied
## 4662      51215.2800         Year                  N      Denied
## 4663     225268.1300         Year                  N      Denied
## 4664     120134.0400         Year                  Y      Denied
## 4665     128981.5100         Year                  Y      Denied
## 4666      90678.1700         Year                  Y   Certified
## 4667      46049.9800         Year                  N   Certified
## 4668     113428.2200         Year                  Y      Denied
## 4669      75884.2000         Year                  Y      Denied
## 4670     114728.7600         Year                  Y      Denied
## 4671      71501.6900         Year                  N      Denied
## 4672      52290.6200         Year                  Y      Denied
## 4673     118784.3200         Year                  Y   Certified
## 4674      59641.5900         Year                  Y   Certified
## 4675        431.6055         Hour                  Y      Denied
## 4676      43225.6200         Year                  N      Denied
## 4677        303.0795         Hour                  Y      Denied
## 4678      27708.4900         Year                  Y      Denied
## 4679     156749.0800         Year                  Y   Certified
## 4680        134.8500         Hour                  Y      Denied
## 4681      69478.3300         Year                  Y      Denied
## 4682      99296.3400         Year                  Y   Certified
## 4683       9836.8800         Year                  Y   Certified
## 4684      68247.3900         Year                  Y      Denied
## 4685        135.1700         Year                  Y   Certified
## 4686      96447.6400         Year                  Y   Certified
## 4687     145688.5000         Year                  Y      Denied
## 4688        100.5384         Hour                  Y      Denied
## 4689        141.5100         Hour                  Y   Certified
## 4690      31531.1900         Year                  Y   Certified
## 4691     129695.2400         Year                  Y      Denied
## 4692      31241.4800         Year                  Y   Certified
## 4693     184117.8000         Year                  Y      Denied
## 4694       9439.0600         Year                  Y   Certified
## 4695      78812.4600         Year                  Y      Denied
## 4696      47172.3100         Year                  Y   Certified
## 4697     137878.0900         Year                  Y   Certified
## 4698      45234.3200         Year                  N   Certified
## 4699      72030.9800         Year                  Y      Denied
## 4700      26279.6000         Year                  Y   Certified
## 4701      10280.0400         Year                  Y   Certified
## 4702      34893.3100         Year                  Y      Denied
## 4703       2880.9400         Year                  Y      Denied
## 4704        373.2045         Hour                  Y   Certified
## 4705      66208.5400         Year                  Y   Certified
## 4706      76117.5600         Year                  Y      Denied
## 4707      11816.9800         Year                  Y   Certified
## 4708     228941.3300         Year                  Y      Denied
## 4709      37756.8000         Year                  Y   Certified
## 4710      39060.8500         Year                  Y      Denied
## 4711     110547.9900         Year                  Y      Denied
## 4712     137014.9700         Year                  Y      Denied
## 4713     106794.7000         Year                  N   Certified
## 4714      82560.7000         Year                  Y      Denied
## 4715      72354.8300         Year                  Y   Certified
## 4716      86421.6400         Year                  Y      Denied
## 4717      78661.6300         Year                  N      Denied
## 4718      66929.9000         Year                  N      Denied
## 4719      34952.4400         Year                  Y   Certified
## 4720      68577.1300         Year                  Y      Denied
## 4721     103723.9300         Year                  Y   Certified
## 4722        836.2198         Hour                  Y      Denied
## 4723      16308.1500         Year                  Y      Denied
## 4724      33368.0900         Year                  Y   Certified
## 4725     110033.6700         Year                  Y   Certified
## 4726     113935.9900         Year                  Y   Certified
## 4727     133255.6400         Year                  Y   Certified
## 4728     117782.9100         Year                  N   Certified
## 4729      55815.8000         Year                  Y   Certified
## 4730     133910.1400         Year                  Y   Certified
## 4731      80199.2100         Year                  Y      Denied
## 4732     103417.7400         Year                  Y      Denied
## 4733     121880.6900         Year                  Y   Certified
## 4734      68923.1800         Year                  N   Certified
## 4735        441.5777         Hour                  Y   Certified
## 4736      67505.6100         Year                  N   Certified
## 4737      38961.5300         Year                  Y      Denied
## 4738      17513.8600         Year                  Y   Certified
## 4739      86597.6600         Year                  Y   Certified
## 4740      49732.3600         Year                  Y   Certified
## 4741     120378.2100         Year                  N      Denied
## 4742     154669.5900         Year                  N   Certified
## 4743      19167.1700         Year                  Y   Certified
## 4744      61529.6000         Year                  N   Certified
## 4745        394.9713         Hour                  Y      Denied
## 4746     148573.0200         Year                  Y   Certified
## 4747      32322.2300         Year                  Y   Certified
## 4748      54612.5700         Year                  N   Certified
## 4749      64645.6200         Year                  Y   Certified
## 4750      96026.0300         Year                  N   Certified
## 4751      47109.7400         Year                  Y   Certified
## 4752      76915.7100         Year                  Y   Certified
## 4753     118998.9100         Year                  Y   Certified
## 4754     213882.7200         Year                  Y   Certified
## 4755     104585.4000         Year                  Y      Denied
## 4756     106865.6300         Year                  Y      Denied
## 4757      37832.1200         Year                  Y   Certified
## 4758     306021.9600         Year                  N   Certified
## 4759      96928.6600         Year                  Y   Certified
## 4760     108323.2200         Year                  N   Certified
## 4761      37760.1000         Year                  Y      Denied
## 4762     104428.5800         Year                  Y   Certified
## 4763      24963.6000         Year                  Y   Certified
## 4764     106394.6500         Year                  Y   Certified
## 4765      14861.9800         Year                  Y      Denied
## 4766      46109.3600         Year                  Y   Certified
## 4767      94134.8700         Year                  Y      Denied
## 4768     134653.6800         Year                  N      Denied
## 4769      32369.5600         Year                  Y      Denied
## 4770     160635.7000         Year                  Y      Denied
## 4771        508.8883         Hour                  Y      Denied
## 4772     119980.4000         Year                  N   Certified
## 4773       5864.7700         Year                  Y   Certified
## 4774      55920.4000         Year                  Y      Denied
## 4775       3603.5700         Year                  Y      Denied
## 4776      57786.7800         Year                  Y   Certified
## 4777      45678.4700         Year                  Y   Certified
## 4778      42002.6900         Year                  Y   Certified
## 4779      43244.4600         Year                  Y   Certified
## 4780     103632.5900         Year                  Y   Certified
## 4781     228074.2500         Year                  N   Certified
## 4782     123092.2900         Year                  Y   Certified
## 4783      83319.9800         Year                  Y   Certified
## 4784     127096.8700         Year                  N   Certified
## 4785      94809.3800         Year                  Y      Denied
## 4786      86339.5400         Year                  Y   Certified
## 4787     102780.9600         Year                  Y   Certified
## 4788     104702.8800         Year                  Y   Certified
## 4789      62275.3500         Year                  Y   Certified
## 4790      63874.4200         Year                  Y   Certified
## 4791      57482.4500         Year                  Y   Certified
## 4792      62367.8600         Year                  Y   Certified
## 4793     106686.7400         Year                  Y   Certified
## 4794      70578.4500         Year                  Y      Denied
## 4795      62979.8800         Year                  Y   Certified
## 4796      60349.2400         Year                  N   Certified
## 4797      61346.5500         Year                  Y      Denied
## 4798      77011.1300         Year                  Y      Denied
## 4799        692.9511         Hour                  Y      Denied
## 4800      72098.8200         Year                  Y   Certified
## 4801      71466.6300         Year                  Y   Certified
## 4802      42764.6800         Year                  Y   Certified
## 4803      56221.1600         Year                  Y   Certified
## 4804      38585.1100         Year                  N   Certified
## 4805      21838.6300         Year                  Y      Denied
## 4806     155397.1800         Year                  Y   Certified
## 4807     107025.2100         Year                  Y      Denied
## 4808        109.4171         Hour                  Y   Certified
## 4809      67540.0500         Week                  Y   Certified
## 4810      14888.2700         Year                  Y   Certified
## 4811      23869.0300         Year                  Y   Certified
## 4812      26652.4200         Year                  Y   Certified
## 4813         92.7343         Hour                  Y      Denied
## 4814      37741.5800         Year                  Y   Certified
## 4815      64060.6300         Year                  Y   Certified
## 4816      93627.7700         Year                  Y   Certified
## 4817     121695.8900         Year                  Y      Denied
## 4818      22076.9500         Year                  Y   Certified
## 4819      42842.7400         Year                  Y   Certified
## 4820        116.7500         Hour                  Y   Certified
## 4821      98214.7100         Year                  Y   Certified
## 4822     117431.5000         Year                  Y   Certified
## 4823     115837.2800         Year                  Y      Denied
## 4824        528.1850         Hour                  Y   Certified
## 4825     270799.9300         Year                  Y   Certified
## 4826       3414.6400         Year                  Y      Denied
## 4827       5262.1700         Year                  Y   Certified
## 4828     121415.9000         Year                  Y      Denied
## 4829      61505.7100         Year                  N      Denied
## 4830     120936.6000         Year                  Y      Denied
## 4831     115415.1000         Year                  Y   Certified
## 4832     179131.8400         Year                  Y   Certified
## 4833     102511.1900         Year                  Y   Certified
## 4834     221982.6900         Year                  Y   Certified
## 4835        496.4588         Hour                  Y      Denied
## 4836     141501.8600         Year                  Y   Certified
## 4837     129321.8100         Year                  Y      Denied
## 4838      68336.6500         Year                  Y   Certified
## 4839     121129.4500         Year                  Y   Certified
## 4840     126716.8400         Year                  N   Certified
## 4841      44986.2400        Month                  Y   Certified
## 4842      36703.7500         Year                  Y   Certified
## 4843      65729.9900         Year                  Y   Certified
## 4844      54118.1900         Year                  Y   Certified
## 4845      89004.9800         Year                  Y      Denied
## 4846     140276.6700         Year                  Y   Certified
## 4847      90954.4900         Year                  Y   Certified
## 4848     117619.1800         Year                  Y   Certified
## 4849      64955.5700         Year                  Y   Certified
## 4850     129013.4800         Year                  Y      Denied
## 4851     114165.0500         Year                  N      Denied
## 4852     107861.3600         Year                  Y      Denied
## 4853      81096.9200         Year                  Y   Certified
## 4854     108055.2900         Year                  N   Certified
## 4855     148074.5600         Year                  N   Certified
## 4856     129615.6600         Year                  N   Certified
## 4857        250.8438         Hour                  Y      Denied
## 4858      82503.8100         Year                  Y   Certified
## 4859     105169.5500         Year                  Y   Certified
## 4860      55398.7500         Year                  Y   Certified
## 4861      70710.6100         Year                  Y   Certified
## 4862      44209.9800         Year                  Y      Denied
## 4863      79462.8300         Week                  Y      Denied
## 4864      74251.8500         Year                  Y   Certified
## 4865     109817.1400         Year                  Y   Certified
## 4866      60248.7200         Year                  Y   Certified
## 4867      48433.9500         Year                  Y   Certified
## 4868     150521.4900         Year                  N   Certified
## 4869      44414.4800         Year                  Y   Certified
## 4870      34377.4200         Year                  Y      Denied
## 4871      94065.5400         Year                  Y   Certified
## 4872      77437.8400         Year                  Y   Certified
## 4873      64965.6100         Year                  Y   Certified
## 4874       6744.4200         Year                  Y   Certified
## 4875     131032.7100         Year                  Y   Certified
## 4876      70715.0100         Year                  Y   Certified
## 4877      33854.3900         Year                  Y   Certified
## 4878      99747.4600         Year                  Y      Denied
## 4879      28928.7700         Year                  Y   Certified
## 4880      60083.6900         Year                  Y      Denied
## 4881        678.6486         Hour                  Y   Certified
## 4882     124705.7400         Year                  N   Certified
## 4883      47664.7800         Year                  Y      Denied
## 4884      65446.9300         Year                  Y   Certified
## 4885      62189.2800         Year                  Y   Certified
## 4886      53562.1800         Year                  Y   Certified
## 4887      75077.1000         Year                  Y      Denied
## 4888      22495.2000         Year                  Y   Certified
## 4889      10799.7100         Year                  Y      Denied
## 4890     201623.8200         Year                  N   Certified
## 4891      43145.7000         Year                  Y      Denied
## 4892      25676.2100         Year                  Y      Denied
## 4893      21624.9700         Year                  Y   Certified
## 4894      58092.2600         Year                  Y      Denied
## 4895        228.0513         Hour                  Y      Denied
## 4896      13358.9000         Year                  Y      Denied
## 4897     129169.7600         Year                  Y      Denied
## 4898     132963.4200         Year                  N   Certified
## 4899      74019.2600         Year                  Y   Certified
## 4900      40813.4300         Year                  Y   Certified
## 4901     110793.8500         Year                  Y   Certified
## 4902      78704.0600         Year                  Y   Certified
## 4903     171140.0200         Year                  Y   Certified
## 4904      63008.7900         Year                  N   Certified
## 4905     137013.8300         Year                  Y   Certified
## 4906      62464.6300         Year                  Y   Certified
## 4907      67981.6800         Year                  Y   Certified
## 4908     101308.3900         Year                  Y   Certified
## 4909     108333.4200         Year                  Y   Certified
## 4910      41580.5000         Year                  Y   Certified
## 4911      49275.8300         Year                  Y      Denied
## 4912      64878.6100         Year                  Y   Certified
## 4913      65568.9100         Year                  Y   Certified
## 4914      27303.7000         Year                  Y   Certified
## 4915      96986.5500         Year                  Y   Certified
## 4916      28121.9700         Year                  Y   Certified
## 4917     132159.7900         Year                  N   Certified
## 4918     186807.7100         Year                  Y      Denied
## 4919     150033.6400         Year                  Y   Certified
## 4920      45182.9600         Year                  Y   Certified
## 4921       7672.1300         Year                  Y   Certified
## 4922      62840.4300         Year                  Y      Denied
## 4923      92440.7400         Year                  Y   Certified
## 4924     256903.7000         Year                  N   Certified
## 4925      38266.5300         Year                  Y      Denied
## 4926     116251.8500         Week                  Y      Denied
## 4927      59718.5600         Year                  Y   Certified
## 4928        575.3468         Hour                  Y      Denied
## 4929     133655.9500         Year                  Y   Certified
## 4930     108178.8100         Year                  Y   Certified
## 4931     146921.8400         Year                  Y   Certified
## 4932     201239.2700         Year                  Y      Denied
## 4933      64493.7200         Year                  Y   Certified
## 4934      50167.5500         Year                  Y      Denied
## 4935     126307.4600         Year                  Y   Certified
## 4936      37713.7800         Year                  Y   Certified
## 4937     242813.0700         Year                  N   Certified
## 4938        761.4506         Hour                  Y      Denied
## 4939     162237.0100         Year                  N   Certified
## 4940      93153.7500         Year                  Y      Denied
## 4941      74006.5800         Year                  Y   Certified
## 4942      52563.9700         Year                  Y   Certified
## 4943     103929.6000         Year                  Y   Certified
## 4944      13481.8500         Year                  Y      Denied
## 4945        794.0433         Hour                  Y      Denied
## 4946      16164.1600         Year                  Y   Certified
## 4947      36512.3800         Year                  Y   Certified
## 4948      64300.4600         Year                  Y   Certified
## 4949     153971.8900         Year                  Y   Certified
## 4950        997.6877         Hour                  Y      Denied
## 4951     150062.6900         Year                  Y   Certified
## 4952     176207.2400         Year                  Y   Certified
## 4953      61656.3800         Year                  Y   Certified
## 4954     121327.3700         Year                  Y      Denied
## 4955       5947.1200         Year                  Y   Certified
## 4956      27009.8900         Year                  Y   Certified
## 4957      73097.7700         Year                  Y   Certified
## 4958     150652.2200         Year                  Y      Denied
## 4959      51166.6400         Year                  Y   Certified
## 4960      14910.7400         Year                  Y   Certified
## 4961      55979.4200         Year                  Y      Denied
## 4962      51298.4100         Year                  Y   Certified
## 4963      18429.0000         Year                  Y   Certified
## 4964      60979.6900         Year                  Y   Certified
## 4965     107930.5900         Year                  Y      Denied
## 4966     217313.0800         Year                  N   Certified
## 4967      69586.4700         Year                  Y   Certified
## 4968       1626.1400         Year                  N   Certified
## 4969      76119.1700         Year                  Y      Denied
## 4970      33064.6100         Year                  Y   Certified
## 4971      57822.0800         Year                  Y   Certified
## 4972      69921.2700         Year                  Y   Certified
## 4973      71666.5000         Year                  N   Certified
## 4974      85701.1700         Year                  Y   Certified
## 4975      63324.0500         Week                  Y   Certified
## 4976     128923.2300         Year                  N   Certified
## 4977     116585.3400         Year                  Y   Certified
## 4978      58826.5100         Year                  Y      Denied
## 4979       1778.8300         Year                  Y   Certified
## 4980      83269.0200         Year                  Y   Certified
## 4981      14600.4300         Year                  Y      Denied
## 4982      89124.1700         Year                  Y      Denied
## 4983      83594.0000         Year                  Y   Certified
## 4984     128182.0700         Year                  Y   Certified
## 4985      42227.8400         Year                  Y      Denied
## 4986     253111.0500         Year                  Y   Certified
## 4987      90866.0100         Year                  Y      Denied
## 4988     107867.4400         Year                  Y   Certified
## 4989      60591.2700         Year                  Y   Certified
## 4990      15981.4400         Year                  Y   Certified
## 4991      12208.8500         Year                  Y   Certified
## 4992      10921.3600         Year                  Y   Certified
## 4993      13655.3400         Year                  Y   Certified
## 4994      42424.0600         Year                  Y      Denied
## 4995     110941.8900         Year                  Y   Certified
## 4996      96065.7600         Year                  Y   Certified
## 4997     147139.4200         Year                  Y   Certified
## 4998      46567.6800         Year                  Y   Certified
## 4999     149020.2500         Year                  N   Certified
## 5000      74366.2300         Year                  Y   Certified
## 5001      61196.1600         Year                  Y   Certified
## 5002     115977.8300         Year                  Y      Denied
## 5003     113881.2900         Year                  Y   Certified
## 5004     145722.1900         Year                  Y   Certified
## 5005     114753.2600         Year                  Y   Certified
## 5006     129267.0000         Year                  Y   Certified
## 5007        468.4512         Hour                  Y      Denied
## 5008     124155.8800         Year                  Y   Certified
## 5009      70919.8500         Year                  Y      Denied
## 5010      54983.4900         Year                  Y   Certified
## 5011     122691.9600         Year                  Y   Certified
## 5012      36776.9800         Year                  Y   Certified
## 5013     268440.3300         Year                  Y   Certified
## 5014      66561.9300         Year                  Y      Denied
## 5015      78811.7300         Year                  Y      Denied
## 5016      60130.8900         Year                  Y   Certified
## 5017     111100.5300         Year                  Y   Certified
## 5018      67175.1000         Year                  Y   Certified
## 5019       1912.0700         Year                  Y      Denied
## 5020     101373.2900         Year                  Y   Certified
## 5021      42011.9400         Year                  Y   Certified
## 5022      57703.5900         Year                  Y   Certified
## 5023     111766.9700         Year                  Y   Certified
## 5024       1030.8500         Year                  Y   Certified
## 5025      47894.4100         Year                  Y      Denied
## 5026      41212.3400         Year                  Y   Certified
## 5027       6941.6700         Year                  Y   Certified
## 5028      41455.8800         Year                  Y      Denied
## 5029      70262.2900         Year                  Y   Certified
## 5030      46022.4300         Year                  Y   Certified
## 5031      26441.9100         Year                  Y   Certified
## 5032      97329.2500         Year                  Y   Certified
## 5033     122774.8900         Year                  Y   Certified
## 5034     102681.9400         Year                  Y   Certified
## 5035      49288.6100         Year                  Y   Certified
## 5036      46430.4400         Year                  Y   Certified
## 5037      36556.7500         Year                  Y   Certified
## 5038      99734.2300         Year                  Y   Certified
## 5039      15256.4000         Year                  Y      Denied
## 5040      98009.7700         Year                  Y      Denied
## 5041      83476.7800         Year                  Y   Certified
## 5042       7773.0200         Year                  Y      Denied
## 5043      35896.2500         Year                  Y      Denied
## 5044      16635.6000         Year                  Y   Certified
## 5045      19224.0300         Year                  Y   Certified
## 5046      75468.6500         Year                  Y   Certified
## 5047      69771.6200         Year                  Y   Certified
## 5048      17874.5400         Year                  Y   Certified
## 5049     115624.1300         Year                  N   Certified
## 5050        723.9761         Hour                  Y      Denied
## 5051      63098.4300         Year                  Y   Certified
## 5052     178259.9300         Year                  Y   Certified
## 5053      88501.3100         Year                  Y      Denied
## 5054      32831.3200         Year                  Y   Certified
## 5055     135864.9700         Year                  Y   Certified
## 5056     112568.0700         Year                  Y      Denied
## 5057     106335.1700         Year                  Y      Denied
## 5058     148993.8200         Year                  Y   Certified
## 5059      22791.3100         Year                  Y      Denied
## 5060        370.3349         Hour                  Y      Denied
## 5061     208373.9500         Year                  Y   Certified
## 5062      91887.4400         Year                  Y   Certified
## 5063      99679.2900         Year                  Y   Certified
## 5064      17717.2700         Year                  Y      Denied
## 5065       3511.7300         Year                  Y   Certified
## 5066      12501.4900         Year                  Y      Denied
## 5067      49904.1700         Year                  Y   Certified
## 5068     134309.7700         Year                  Y   Certified
## 5069      77686.1600         Year                  Y      Denied
## 5070      74183.9600         Year                  Y   Certified
## 5071      76602.8400         Year                  Y   Certified
## 5072      55951.5500         Year                  Y   Certified
## 5073      53915.0300         Year                  Y      Denied
## 5074     120234.9200         Year                  Y   Certified
## 5075      57981.5500         Year                  Y   Certified
## 5076     101475.5100         Year                  Y   Certified
## 5077      91086.9700         Year                  N   Certified
## 5078      31863.5500         Year                  Y      Denied
## 5079        265.7185         Hour                  Y   Certified
## 5080     212325.3700         Year                  Y      Denied
## 5081       6904.8300         Year                  Y      Denied
## 5082     119305.2300         Year                  Y   Certified
## 5083      69111.4700         Year                  Y   Certified
## 5084       5272.3600         Year                  Y   Certified
## 5085      95843.7200         Year                  Y   Certified
## 5086      30537.8400         Year                  Y   Certified
## 5087        352.6500         Hour                  Y      Denied
## 5088      43073.3700         Year                  Y   Certified
## 5089      36721.7200         Year                  Y   Certified
## 5090      23131.7800         Year                  Y      Denied
## 5091         14.9093         Hour                  Y      Denied
## 5092     114683.0400         Year                  N   Certified
## 5093      83870.2100         Year                  Y      Denied
## 5094     155532.9200         Year                  Y   Certified
## 5095     145800.7100         Year                  Y      Denied
## 5096     100055.5900         Year                  N   Certified
## 5097     115862.0800         Year                  Y   Certified
## 5098      96786.4600         Year                  Y   Certified
## 5099      26526.5000         Year                  Y   Certified
## 5100     134721.8000         Year                  Y   Certified
## 5101      75957.2300         Year                  Y      Denied
## 5102     120809.9800         Year                  N   Certified
## 5103      70978.5900         Year                  Y   Certified
## 5104      45803.0800         Year                  Y   Certified
## 5105      53201.4800         Year                  Y      Denied
## 5106      24993.6500         Year                  Y   Certified
## 5107     104714.0500         Year                  Y      Denied
## 5108      54583.9900         Year                  Y   Certified
## 5109      27784.0300         Year                  Y   Certified
## 5110     142259.7300         Year                  N   Certified
## 5111     116779.8900         Year                  Y      Denied
## 5112      97509.4800         Year                  Y   Certified
## 5113      10164.7200         Year                  Y   Certified
## 5114       8819.9300         Year                  Y   Certified
## 5115      96786.1000         Year                  Y      Denied
## 5116     144950.6200         Year                  N   Certified
## 5117      21672.7000         Year                  Y   Certified
## 5118       6036.6700         Year                  Y   Certified
## 5119     101863.0500         Year                  Y   Certified
## 5120     122591.8500         Year                  Y   Certified
## 5121        708.9617         Hour                  Y   Certified
## 5122      14739.1500         Year                  Y   Certified
## 5123        206.4100         Hour                  Y      Denied
## 5124        707.4330         Hour                  Y   Certified
## 5125      76079.6500         Year                  Y   Certified
## 5126        605.1812         Hour                  Y   Certified
## 5127      72685.7800         Year                  N   Certified
## 5128     107906.1700         Year                  Y      Denied
## 5129     202917.6900         Year                  Y   Certified
## 5130        968.2426         Hour                  Y      Denied
## 5131      53011.9900         Year                  Y   Certified
## 5132      48005.3400         Year                  Y   Certified
## 5133        104.5600         Hour                  Y   Certified
## 5134      56543.1500         Year                  Y   Certified
## 5135      47932.3800         Year                  Y   Certified
## 5136      73062.2900         Year                  N   Certified
## 5137      47455.8700         Year                  Y   Certified
## 5138      99601.7600         Year                  Y   Certified
## 5139     149454.9400         Year                  N   Certified
## 5140      94169.8200         Year                  Y   Certified
## 5141      83334.0400         Year                  Y   Certified
## 5142      88938.9400         Year                  Y      Denied
## 5143      76390.7900         Year                  Y      Denied
## 5144      87790.2000         Year                  Y   Certified
## 5145      78203.1300         Year                  Y   Certified
## 5146     120999.0000         Year                  Y   Certified
## 5147      54615.9700         Year                  Y   Certified
## 5148     136387.3100         Year                  N      Denied
## 5149      48962.2000         Year                  Y      Denied
## 5150      98869.3100         Year                  Y   Certified
## 5151      68227.8300         Year                  Y      Denied
## 5152      71090.8500         Year                  Y   Certified
## 5153        433.2396         Hour                  Y      Denied
## 5154      38153.4000         Year                  N   Certified
## 5155      54290.3600         Year                  Y   Certified
## 5156      94679.6600         Year                  N   Certified
## 5157      80104.2200         Year                  Y   Certified
## 5158      30106.9200         Year                  Y   Certified
## 5159      53485.4000         Year                  Y      Denied
## 5160      91258.5000         Year                  Y   Certified
## 5161       3633.9900         Year                  Y      Denied
## 5162      71068.0400         Year                  Y      Denied
## 5163      12476.4000         Year                  Y   Certified
## 5164      14239.7100         Year                  Y   Certified
## 5165      76732.4000         Year                  Y   Certified
## 5166     158754.6100         Year                  N   Certified
## 5167        154.0126         Hour                  Y   Certified
## 5168        173.3297         Hour                  Y      Denied
## 5169     142631.6900         Year                  N   Certified
## 5170      94589.4100         Year                  N   Certified
## 5171     225681.7800         Year                  Y   Certified
## 5172      43725.2700         Year                  Y   Certified
## 5173      48782.0200         Year                  Y      Denied
## 5174      94972.5900         Year                  Y      Denied
## 5175      83204.3500         Year                  Y   Certified
## 5176     137368.2800         Year                  Y   Certified
## 5177      78104.8300         Year                  Y   Certified
## 5178        158.3600         Hour                  Y      Denied
## 5179        205.6246         Hour                  Y      Denied
## 5180      56862.7900         Year                  Y      Denied
## 5181      50155.2000         Year                  Y      Denied
## 5182     118483.0300         Year                  Y   Certified
## 5183     109744.0900         Year                  Y   Certified
## 5184      36839.0500         Year                  Y      Denied
## 5185        261.5594         Hour                  Y   Certified
## 5186     111535.7300         Year                  Y   Certified
## 5187      73482.2400         Year                  Y   Certified
## 5188      15272.4800         Year                  Y      Denied
## 5189       6232.8100         Year                  Y   Certified
## 5190      24871.2400         Year                  Y      Denied
## 5191     121335.0700         Year                  Y   Certified
## 5192      35765.9700         Year                  Y   Certified
## 5193     159577.4300         Year                  Y      Denied
## 5194     106876.6900         Year                  N   Certified
## 5195      55248.4300         Year                  Y   Certified
## 5196      26836.6600         Year                  Y      Denied
## 5197     105187.8900         Year                  N   Certified
## 5198     114236.1200         Year                  Y      Denied
## 5199     130396.8500         Year                  Y   Certified
## 5200      52132.3000         Year                  Y   Certified
## 5201        895.0806         Hour                  Y   Certified
## 5202        139.8032         Hour                  Y   Certified
## 5203      69193.4600         Year                  Y   Certified
## 5204     109059.8400         Year                  N      Denied
## 5205        846.7583         Hour                  Y      Denied
## 5206      24024.5800         Year                  Y   Certified
## 5207     110830.2100         Year                  Y      Denied
## 5208        872.5932         Hour                  Y      Denied
## 5209     100466.2300         Year                  Y      Denied
## 5210     192376.4900         Year                  Y      Denied
## 5211     104855.7100         Year                  N      Denied
## 5212      97162.5300         Year                  Y      Denied
## 5213        111.5107         Hour                  Y      Denied
## 5214      34848.4300         Year                  Y   Certified
## 5215     233150.4100         Year                  Y   Certified
## 5216     111971.7000         Year                  Y   Certified
## 5217      76118.7600         Year                  Y      Denied
## 5218      81066.9100         Year                  Y   Certified
## 5219      42148.8900         Year                  Y   Certified
## 5220     104812.4400         Year                  Y      Denied
## 5221     145224.3600         Year                  Y   Certified
## 5222      11597.1700         Year                  Y      Denied
## 5223      81928.5600         Year                  Y   Certified
## 5224      94707.3000         Year                  Y   Certified
## 5225     133661.3300         Year                  Y   Certified
## 5226     199162.5900         Year                  Y   Certified
## 5227      28852.1500         Year                  Y   Certified
## 5228        102.6000         Hour                  Y   Certified
## 5229      26323.3600         Year                  Y      Denied
## 5230     163519.8400         Year                  Y   Certified
## 5231     103668.6600         Year                  Y   Certified
## 5232     163566.1800         Year                  Y      Denied
## 5233      15815.3300         Year                  Y      Denied
## 5234     120285.8700         Year                  N      Denied
## 5235       3065.4000         Year                  Y      Denied
## 5236      86648.2600         Year                  Y   Certified
## 5237     116055.3500         Year                  Y   Certified
## 5238      86688.8400         Year                  Y      Denied
## 5239     120541.4200         Year                  Y   Certified
## 5240      86234.0100         Year                  Y   Certified
## 5241      75154.9100         Year                  Y   Certified
## 5242      76436.4000         Year                  Y      Denied
## 5243      79762.3700         Year                  Y   Certified
## 5244      14803.9600         Year                  Y   Certified
## 5245     100556.2500         Year                  Y   Certified
## 5246      13812.6000         Year                  Y   Certified
## 5247       3192.8100         Year                  Y      Denied
## 5248     100743.2700         Year                  Y   Certified
## 5249      17079.9300         Year                  Y   Certified
## 5250     100440.6300         Year                  Y   Certified
## 5251      89143.4300         Year                  Y   Certified
## 5252      75562.5800         Year                  N   Certified
## 5253     124267.1600         Year                  Y      Denied
## 5254        224.1068         Hour                  Y   Certified
## 5255        553.6915         Hour                  Y   Certified
## 5256      68398.4700         Year                  Y   Certified
## 5257     122360.7000         Year                  Y   Certified
## 5258        145.7400         Hour                  Y   Certified
## 5259     108480.2400         Year                  Y   Certified
## 5260      63657.8100         Year                  Y   Certified
## 5261      10382.1100         Year                  Y   Certified
## 5262      52525.4100         Year                  Y      Denied
## 5263      30384.5200         Year                  Y   Certified
## 5264      91607.2500         Year                  N   Certified
## 5265      59319.9500         Year                  Y   Certified
## 5266        920.7943         Hour                  Y      Denied
## 5267      96477.0600         Year                  Y      Denied
## 5268      79647.6900         Year                  Y      Denied
## 5269       3199.8100         Year                  Y   Certified
## 5270      45927.7100        Month                  Y   Certified
## 5271      61788.8500         Year                  Y   Certified
## 5272       1208.7000         Year                  N   Certified
## 5273     101650.2100         Year                  Y   Certified
## 5274     116280.3600         Year                  Y   Certified
## 5275     127597.9200         Year                  Y   Certified
## 5276     120338.6700         Year                  Y   Certified
## 5277      35082.8600         Year                  N   Certified
## 5278      33302.7600         Year                  Y      Denied
## 5279     123148.0900         Year                  Y      Denied
## 5280     118559.4600         Year                  N   Certified
## 5281      27900.9700         Year                  Y   Certified
## 5282      26451.9200         Year                  N      Denied
## 5283      90992.0100         Year                  Y   Certified
## 5284      32160.6200         Year                  Y      Denied
## 5285     185414.4700         Year                  Y      Denied
## 5286      35886.7100         Year                  Y   Certified
## 5287      71213.7600         Year                  Y      Denied
## 5288      94411.2400         Year                  Y      Denied
## 5289      79668.3400         Year                  Y      Denied
## 5290      77975.5700         Year                  Y      Denied
## 5291      66941.4900         Year                  Y   Certified
## 5292     106798.7300         Year                  Y   Certified
## 5293      28888.6800         Year                  Y      Denied
## 5294      33892.8600         Year                  N   Certified
## 5295      85840.3300         Year                  Y   Certified
## 5296      25858.9600         Year                  Y      Denied
## 5297     183270.5200         Year                  Y      Denied
## 5298      85567.5400         Year                  Y   Certified
## 5299      64900.6400         Year                  Y   Certified
## 5300      36420.9200         Year                  Y   Certified
## 5301     101719.2700         Year                  Y      Denied
## 5302     186343.5700         Year                  Y   Certified
## 5303      95966.4800         Year                  Y      Denied
## 5304      35041.4000         Year                  Y   Certified
## 5305      99378.2400         Year                  Y   Certified
## 5306      90196.4200         Year                  N   Certified
## 5307      87214.2400         Year                  N   Certified
## 5308     130455.9100         Year                  Y   Certified
## 5309      10433.3000         Year                  Y   Certified
## 5310      33050.6500         Year                  Y   Certified
## 5311        777.8201         Hour                  Y   Certified
## 5312      74551.9000         Year                  Y      Denied
## 5313      92629.0100         Year                  Y   Certified
## 5314      72140.6100         Year                  Y   Certified
## 5315      73056.6800         Year                  Y      Denied
## 5316     104486.7800         Year                  Y   Certified
## 5317      83907.4300         Year                  Y   Certified
## 5318        617.3676         Hour                  Y   Certified
## 5319      93498.3000         Year                  Y      Denied
## 5320     102394.6800         Year                  N   Certified
## 5321     100211.1100         Year                  Y   Certified
## 5322      74323.1000         Year                  Y   Certified
## 5323     196650.1400         Year                  Y      Denied
## 5324        404.4565         Hour                  Y   Certified
## 5325      30155.8800         Year                  Y   Certified
## 5326     123952.3500         Year                  Y   Certified
## 5327      37007.1200         Year                  Y   Certified
## 5328     210374.1500         Year                  N   Certified
## 5329      64473.5100         Year                  Y   Certified
## 5330      59802.4300         Year                  N   Certified
## 5331      70252.6300         Year                  Y   Certified
## 5332     213530.6600         Year                  Y   Certified
## 5333      85230.2800         Year                  Y      Denied
## 5334        774.7080         Hour                  Y      Denied
## 5335      10748.3000         Year                  Y   Certified
## 5336     128134.0400         Year                  N   Certified
## 5337      82507.7600         Year                  N   Certified
## 5338     100557.2700         Year                  Y   Certified
## 5339       4108.4200         Year                  Y      Denied
## 5340      56972.1200         Year                  Y   Certified
## 5341      17572.6600         Year                  Y   Certified
## 5342     107820.1700         Year                  Y   Certified
## 5343      21229.1600         Year                  Y   Certified
## 5344     104726.1700         Year                  Y      Denied
## 5345     127771.9000         Year                  N   Certified
## 5346     114876.2900         Year                  Y      Denied
## 5347        130.2700         Hour                  Y   Certified
## 5348     112341.2400         Year                  N   Certified
## 5349     129184.9700         Year                  Y   Certified
## 5350      15209.3700         Year                  Y   Certified
## 5351      55901.3100         Year                  Y      Denied
## 5352     125393.1000         Year                  Y   Certified
## 5353      27334.1400         Year                  Y   Certified
## 5354     139001.4600         Year                  Y   Certified
## 5355     307410.0200         Year                  Y      Denied
## 5356     129050.2800         Year                  Y      Denied
## 5357      69343.4600         Year                  Y      Denied
## 5358      76264.2500         Year                  N   Certified
## 5359     125624.1400         Year                  Y   Certified
## 5360      43688.6800         Year                  Y   Certified
## 5361        146.3000         Hour                  Y   Certified
## 5362        492.6745         Hour                  Y      Denied
## 5363      20314.1200         Year                  Y   Certified
## 5364     121908.8300         Week                  Y   Certified
## 5365      61564.6000         Year                  Y   Certified
## 5366      70486.6600         Year                  Y   Certified
## 5367      26838.1700         Year                  Y   Certified
## 5368      88037.1100         Year                  Y   Certified
## 5369      90681.7500         Year                  Y      Denied
## 5370      89583.4500         Year                  Y   Certified
## 5371      86145.2100         Year                  N      Denied
## 5372      52712.9700         Year                  Y      Denied
## 5373      26494.6000         Year                  Y   Certified
## 5374      72153.8900         Year                  Y   Certified
## 5375      89099.1700         Year                  Y      Denied
## 5376      53864.1400         Year                  Y   Certified
## 5377      52701.9000         Year                  Y   Certified
## 5378         10.9041         Hour                  Y      Denied
## 5379     127757.8400         Year                  Y   Certified
## 5380      60267.2900         Year                  Y   Certified
## 5381      10767.7700         Year                  Y   Certified
## 5382        920.8805         Hour                  Y      Denied
## 5383      46686.1200         Year                  Y   Certified
## 5384     112626.0800         Year                  Y   Certified
## 5385          8.5186         Hour                  Y      Denied
## 5386      89083.7900         Year                  Y      Denied
## 5387      64853.8300         Year                  N      Denied
## 5388     123381.6000         Year                  Y   Certified
## 5389     114288.8500         Year                  Y   Certified
## 5390     101716.5700         Year                  Y      Denied
## 5391      86111.1300         Year                  Y   Certified
## 5392      91457.6500         Year                  Y   Certified
## 5393      59706.3200         Year                  Y      Denied
## 5394      59344.3800         Year                  Y      Denied
## 5395        910.6628         Hour                  Y      Denied
## 5396      80979.6100         Year                  N   Certified
## 5397      18585.6400         Year                  Y   Certified
## 5398     106808.7100         Year                  Y   Certified
## 5399     117982.3600         Year                  Y   Certified
## 5400     176363.2700         Year                  Y   Certified
## 5401      74428.0200         Year                  Y   Certified
## 5402     140703.2300         Year                  Y   Certified
## 5403     106248.4800         Year                  Y   Certified
## 5404     125987.8400         Year                  Y   Certified
## 5405     190360.2300         Year                  Y   Certified
## 5406        101.5600         Hour                  Y   Certified
## 5407      72372.7000         Year                  N   Certified
## 5408        359.1049         Hour                  Y   Certified
## 5409     150777.3600         Year                  Y   Certified
## 5410      11306.7800         Year                  Y   Certified
## 5411      35934.4700         Year                  Y   Certified
## 5412       9350.2300         Year                  Y   Certified
## 5413      36140.1700         Year                  Y   Certified
## 5414       5229.9900         Year                  Y   Certified
## 5415      54184.2700         Year                  Y   Certified
## 5416     123423.0100         Year                  Y   Certified
## 5417        115.1174         Hour                  Y   Certified
## 5418      87176.5800         Year                  Y   Certified
## 5419      31299.8900         Year                  Y   Certified
## 5420      96882.0100         Year                  Y      Denied
## 5421        185.7184         Hour                  Y   Certified
## 5422      78620.2000         Year                  Y   Certified
## 5423      71682.4200         Year                  Y   Certified
## 5424      19618.8200         Year                  Y   Certified
## 5425     100326.5300         Week                  Y   Certified
## 5426       7974.7900         Year                  Y   Certified
## 5427      98722.5900         Year                  N   Certified
## 5428     118982.4200         Year                  Y   Certified
## 5429      94746.8500         Year                  N   Certified
## 5430      97117.5800         Year                  N      Denied
## 5431      57543.8600         Year                  Y   Certified
## 5432      30755.2800         Year                  Y      Denied
## 5433      76609.2700         Year                  Y   Certified
## 5434      38929.6100         Year                  Y      Denied
## 5435     106533.0800         Year                  Y   Certified
## 5436     102991.6700         Year                  Y      Denied
## 5437     207944.9200         Year                  Y   Certified
## 5438      57242.9600         Year                  Y   Certified
## 5439      63117.5000         Year                  Y   Certified
## 5440      56555.3400         Year                  Y   Certified
## 5441      61406.9100         Year                  N   Certified
## 5442      75044.5700         Year                  Y   Certified
## 5443       4841.5900         Year                  Y   Certified
## 5444      59712.2200         Year                  Y   Certified
## 5445      62412.9400         Year                  N   Certified
## 5446     122056.2500         Year                  Y   Certified
## 5447        105.8700         Hour                  Y   Certified
## 5448      47283.2100         Year                  N   Certified
## 5449     111717.2800         Year                  Y      Denied
## 5450     121751.0400         Year                  Y   Certified
## 5451     100874.3300         Year                  N   Certified
## 5452      43244.2600         Week                  Y      Denied
## 5453        780.6960         Hour                  Y      Denied
## 5454        247.0206         Hour                  Y      Denied
## 5455      49038.8200         Year                  Y   Certified
## 5456          3.4889         Hour                  Y   Certified
## 5457     158409.3400         Year                  Y      Denied
## 5458      93347.6300         Year                  Y   Certified
## 5459      40092.8600         Year                  Y   Certified
## 5460      25521.3800         Year                  Y      Denied
## 5461       1670.2700         Year                  Y   Certified
## 5462      76966.4200         Year                  Y      Denied
## 5463     104348.3100         Year                  Y   Certified
## 5464      65855.5800         Year                  Y   Certified
## 5465      33057.5400         Year                  Y   Certified
## 5466     133706.5700         Year                  Y   Certified
## 5467      29193.4300         Year                  Y   Certified
## 5468     123457.2900         Year                  Y      Denied
## 5469      36494.2300         Year                  Y   Certified
## 5470     227609.8700         Year                  Y      Denied
## 5471        117.3900         Hour                  Y   Certified
## 5472      52457.4200         Year                  Y      Denied
## 5473     151735.8000         Year                  Y   Certified
## 5474      11413.9600         Year                  Y   Certified
## 5475     107101.6000         Year                  Y   Certified
## 5476     133777.6500         Week                  Y   Certified
## 5477      69768.3500         Year                  Y   Certified
## 5478      72665.4900         Year                  Y   Certified
## 5479      75427.8400         Year                  Y   Certified
## 5480      82411.9800         Year                  Y   Certified
## 5481      83884.2500         Year                  N      Denied
## 5482     187382.7300         Year                  N   Certified
## 5483      95997.1300         Year                  Y   Certified
## 5484      95944.2100         Year                  Y   Certified
## 5485      29151.3200         Year                  Y   Certified
## 5486        876.9421         Hour                  Y   Certified
## 5487     139276.0400         Year                  Y   Certified
## 5488      52708.7400         Year                  Y   Certified
## 5489     143209.2900         Year                  Y   Certified
## 5490      77437.0800         Year                  Y   Certified
## 5491      53110.0600         Year                  Y   Certified
## 5492     143848.4600         Year                  N   Certified
## 5493     135580.9000         Year                  N   Certified
## 5494      38423.5000         Year                  Y   Certified
## 5495     140367.6600         Year                  Y   Certified
## 5496      78012.8200         Year                  Y   Certified
## 5497      89043.2500         Year                  Y      Denied
## 5498      36691.3300         Year                  N   Certified
## 5499      72229.6700         Year                  Y   Certified
## 5500     141319.4200         Year                  Y   Certified
## 5501     148005.4700         Year                  Y      Denied
## 5502      98569.0400         Year                  Y      Denied
## 5503      79251.8700         Year                  Y   Certified
## 5504     103524.0100         Year                  Y   Certified
## 5505      52931.3800         Year                  Y   Certified
## 5506      24387.5600         Year                  Y   Certified
## 5507     105717.0000         Year                  Y   Certified
## 5508      12703.3800         Year                  Y   Certified
## 5509      82119.4400         Year                  Y   Certified
## 5510      91941.0800         Year                  N      Denied
## 5511     144436.9200         Year                  Y      Denied
## 5512      39387.3000         Year                  Y   Certified
## 5513      77988.6500         Year                  Y   Certified
## 5514     107647.0200         Year                  N   Certified
## 5515      39140.9100         Year                  Y      Denied
## 5516     206722.3900         Year                  N   Certified
## 5517      31368.1200         Year                  Y      Denied
## 5518        563.3494         Hour                  Y   Certified
## 5519      89567.8200         Year                  N   Certified
## 5520      18977.7000         Year                  Y   Certified
## 5521     111706.6600         Year                  N   Certified
## 5522       6355.7100         Year                  Y   Certified
## 5523     124312.5800         Year                  Y   Certified
## 5524      68485.2100         Year                  Y      Denied
## 5525      54715.1900         Year                  Y   Certified
## 5526        502.9275         Hour                  Y      Denied
## 5527     208798.8900         Year                  Y   Certified
## 5528      60181.1900         Year                  Y   Certified
## 5529      16174.5900         Year                  Y   Certified
## 5530      86085.5600         Year                  Y   Certified
## 5531      20732.5700         Year                  Y   Certified
## 5532      50748.9800         Year                  Y   Certified
## 5533      89008.7400         Week                  Y   Certified
## 5534      61635.3700         Year                  Y   Certified
## 5535        724.3166         Hour                  Y      Denied
## 5536      56137.9500         Year                  Y   Certified
## 5537     160032.3800         Year                  Y      Denied
## 5538     130994.7600         Year                  Y   Certified
## 5539       1761.1900         Year                  Y   Certified
## 5540     136598.2800         Year                  N   Certified
## 5541      44453.4400         Year                  Y      Denied
## 5542     106537.7600         Year                  Y   Certified
## 5543      66348.8200         Year                  Y   Certified
## 5544     122231.2000         Year                  N   Certified
## 5545      75998.8600         Week                  Y   Certified
## 5546         52.8519         Hour                  Y      Denied
## 5547         37.6142         Hour                  Y      Denied
## 5548      23635.1700         Year                  Y   Certified
## 5549     107040.4500         Year                  N   Certified
## 5550      48934.8400         Year                  Y   Certified
## 5551     104901.7900         Year                  Y   Certified
## 5552       9686.1800         Year                  Y   Certified
## 5553      27836.6800         Year                  Y   Certified
## 5554      74414.5200         Year                  Y      Denied
## 5555      82643.8900         Year                  Y   Certified
## 5556      98281.2600         Year                  Y   Certified
## 5557        651.2278         Hour                  Y   Certified
## 5558      78560.2700         Year                  Y   Certified
## 5559     192174.1100         Year                  Y   Certified
## 5560      63504.3900         Week                  Y      Denied
## 5561        126.8600         Hour                  Y      Denied
## 5562     248247.6300         Year                  Y   Certified
## 5563         19.3731         Hour                  Y   Certified
## 5564      47249.1200         Year                  Y   Certified
## 5565       4715.4700         Year                  Y   Certified
## 5566     107731.5200         Year                  Y   Certified
## 5567      22019.7600         Year                  N   Certified
## 5568     122380.5700         Year                  Y      Denied
## 5569      16220.7700         Year                  Y   Certified
## 5570      14545.5000         Year                  Y   Certified
## 5571        110.2800         Hour                  Y   Certified
## 5572     105431.7100         Year                  Y   Certified
## 5573      70222.5500         Year                  N   Certified
## 5574     244813.0700         Year                  Y   Certified
## 5575      74335.9000         Year                  N   Certified
## 5576        288.1240         Hour                  Y      Denied
## 5577     152880.1300         Year                  Y   Certified
## 5578      71501.8800         Year                  Y   Certified
## 5579      83299.1100         Year                  N      Denied
## 5580      83846.8100         Year                  Y   Certified
## 5581        755.2588         Hour                  Y      Denied
## 5582     110296.1700         Year                  Y      Denied
## 5583      51972.3100         Year                  Y   Certified
## 5584      83195.5100         Year                  Y   Certified
## 5585     168240.6100         Year                  Y   Certified
## 5586      51255.9000         Year                  Y      Denied
## 5587     112513.2300         Year                  Y      Denied
## 5588     121088.8000         Year                  N   Certified
## 5589      81896.7300         Year                  Y   Certified
## 5590     111500.0700         Year                  Y      Denied
## 5591      85684.7200         Year                  Y   Certified
## 5592      62998.4800         Year                  Y   Certified
## 5593      95579.2700         Year                  Y      Denied
## 5594      52486.7400         Year                  Y   Certified
## 5595     172729.3600         Year                  Y   Certified
## 5596      16143.9900         Year                  Y      Denied
## 5597     122902.2100         Year                  Y   Certified
## 5598      20408.2900         Year                  Y   Certified
## 5599     124370.9800         Year                  Y   Certified
## 5600      90297.8800         Year                  Y      Denied
## 5601     108086.5200         Year                  Y   Certified
## 5602      64357.6500         Year                  Y   Certified
## 5603      70225.7800         Year                  Y      Denied
## 5604     155525.5600         Week                  Y      Denied
## 5605     107294.6400         Year                  Y      Denied
## 5606      20013.0900         Year                  Y   Certified
## 5607     110279.9700         Year                  Y   Certified
## 5608     127922.3800         Year                  Y   Certified
## 5609      13576.2500         Year                  Y   Certified
## 5610      85876.2800         Year                  N      Denied
## 5611      73425.3100         Year                  Y   Certified
## 5612      19326.6300         Year                  Y   Certified
## 5613      72059.0200         Year                  Y   Certified
## 5614      22906.4000         Year                  N   Certified
## 5615      77644.8700         Year                  N   Certified
## 5616      54875.4100         Year                  N   Certified
## 5617     112851.7300         Year                  Y      Denied
## 5618     126768.9200         Year                  Y   Certified
## 5619     101578.1000         Year                  Y      Denied
## 5620      21480.1500         Year                  Y   Certified
## 5621     161254.6700         Year                  Y   Certified
## 5622     154638.7800         Year                  Y   Certified
## 5623      58328.5200         Year                  Y   Certified
## 5624      91519.8000         Year                  Y   Certified
## 5625     103245.8100         Year                  N   Certified
## 5626      50149.3300         Year                  Y      Denied
## 5627        294.8820         Hour                  Y      Denied
## 5628      89785.8600         Year                  Y   Certified
## 5629      91534.1700         Year                  Y   Certified
## 5630      52047.0000         Year                  Y   Certified
## 5631       6278.0900         Year                  Y   Certified
## 5632      20334.1600         Year                  Y   Certified
## 5633      35446.2700         Year                  Y      Denied
## 5634     105054.2900         Year                  N   Certified
## 5635      65131.6200         Year                  Y   Certified
## 5636     105211.1600         Year                  Y   Certified
## 5637     139404.9100         Year                  Y   Certified
## 5638      88681.2600         Year                  Y   Certified
## 5639     104529.9000         Year                  N      Denied
## 5640      85283.8800         Year                  Y   Certified
## 5641      46272.5600         Year                  Y      Denied
## 5642      34146.4500         Year                  Y      Denied
## 5643      53628.0600         Year                  Y      Denied
## 5644      60210.1100         Year                  Y   Certified
## 5645     114191.0100         Year                  Y      Denied
## 5646     103694.8700         Year                  Y   Certified
## 5647     119102.8100         Year                  Y   Certified
## 5648     109769.3200         Year                  Y   Certified
## 5649     151611.8600         Year                  Y      Denied
## 5650      19499.7300         Year                  N   Certified
## 5651       9724.8000         Year                  N   Certified
## 5652      55606.3300         Year                  Y   Certified
## 5653      68110.6500         Year                  Y   Certified
## 5654        564.3397         Hour                  Y      Denied
## 5655      92262.1800         Year                  Y      Denied
## 5656      21396.7800         Year                  Y      Denied
## 5657     233642.4700         Year                  N   Certified
## 5658     106119.5100         Year                  Y   Certified
## 5659        603.0547         Hour                  Y   Certified
## 5660     112216.2600         Year                  Y   Certified
## 5661      41186.7700         Year                  Y   Certified
## 5662      69642.0200         Year                  Y   Certified
## 5663     104373.5500         Year                  Y   Certified
## 5664      51706.8800         Year                  Y   Certified
## 5665     123276.2500         Year                  Y      Denied
## 5666      33636.7500         Year                  Y      Denied
## 5667        615.0013         Hour                  Y      Denied
## 5668      68281.4300         Year                  Y   Certified
## 5669      43560.4800         Year                  Y   Certified
## 5670     124830.4800         Year                  Y   Certified
## 5671     114155.7400         Year                  N   Certified
## 5672      54211.1200         Year                  Y   Certified
## 5673     204046.3700         Year                  Y      Denied
## 5674      42675.9200         Year                  Y   Certified
## 5675      39476.3500         Year                  Y   Certified
## 5676       5433.5800         Year                  Y   Certified
## 5677      34142.9800         Year                  Y      Denied
## 5678        504.8187         Hour                  Y   Certified
## 5679     125849.8900         Year                  Y   Certified
## 5680      43706.2300         Year                  Y   Certified
## 5681     117448.6300         Year                  Y   Certified
## 5682     118549.8000         Year                  Y   Certified
## 5683      52234.8800         Year                  Y   Certified
## 5684      11411.1300         Year                  Y   Certified
## 5685      53249.1600         Year                  Y      Denied
## 5686      45146.9800         Year                  Y      Denied
## 5687      38870.5600         Year                  Y   Certified
## 5688     143751.1200         Year                  Y   Certified
## 5689     189236.1700         Year                  Y   Certified
## 5690     146591.0900         Year                  Y   Certified
## 5691        284.1352         Hour                  Y      Denied
## 5692      62417.0400         Year                  Y      Denied
## 5693      92156.5600         Year                  Y   Certified
## 5694      72461.1300         Year                  Y   Certified
## 5695      42672.9400         Year                  Y   Certified
## 5696      48554.0600         Year                  Y   Certified
## 5697      54342.7900         Year                  N   Certified
## 5698      14916.5500         Year                  Y   Certified
## 5699     102461.4600         Year                  Y      Denied
## 5700      34744.4500         Year                  Y   Certified
## 5701     139339.1600         Year                  Y   Certified
## 5702      87947.0600         Year                  Y   Certified
## 5703      69497.6700         Year                  Y   Certified
## 5704      53004.5500         Year                  Y   Certified
## 5705     102906.3300         Year                  N   Certified
## 5706      67384.4200         Year                  N   Certified
## 5707      69003.2400         Year                  Y      Denied
## 5708      21243.6400         Year                  Y      Denied
## 5709     127868.0100         Year                  Y   Certified
## 5710      87967.2300         Year                  Y      Denied
## 5711      35576.9200         Year                  Y   Certified
## 5712      28028.7200         Year                  Y      Denied
## 5713      59862.7600         Year                  Y   Certified
## 5714     110913.6500         Year                  Y      Denied
## 5715      14139.4600         Year                  Y   Certified
## 5716     173861.4800         Year                  Y      Denied
## 5717        310.6986         Hour                  Y      Denied
## 5718     147919.6200         Year                  Y   Certified
## 5719     120788.0200         Year                  Y   Certified
## 5720        154.4200         Hour                  Y   Certified
## 5721        356.8087         Hour                  Y   Certified
## 5722       6984.2500         Year                  Y   Certified
## 5723      90911.4700        Month                  Y   Certified
## 5724      90484.3900         Year                  Y   Certified
## 5725      62455.6600         Year                  Y   Certified
## 5726     122684.7200         Year                  Y   Certified
## 5727      19912.9000         Year                  Y   Certified
## 5728      73889.0000         Year                  Y   Certified
## 5729     151417.5500         Year                  N   Certified
## 5730      87799.6900         Year                  Y   Certified
## 5731     151692.7300         Year                  Y      Denied
## 5732     137131.1300         Year                  N   Certified
## 5733     112623.7400         Year                  Y   Certified
## 5734      93075.1400         Year                  Y   Certified
## 5735      99470.7700         Year                  Y   Certified
## 5736     152766.9700         Year                  Y   Certified
## 5737      68382.9200         Year                  Y   Certified
## 5738     118085.2800         Year                  N   Certified
## 5739     120127.5300         Year                  Y   Certified
## 5740     163428.0400         Year                  Y      Denied
## 5741     121270.8300         Year                  Y      Denied
## 5742     129748.8100         Year                  Y   Certified
## 5743     109251.9200         Year                  Y      Denied
## 5744      24931.2500         Year                  Y   Certified
## 5745     120156.4000         Year                  N      Denied
## 5746       4734.4500         Year                  Y   Certified
## 5747     140331.0100         Year                  N   Certified
## 5748      43085.7400         Year                  Y   Certified
## 5749        509.5368         Hour                  Y      Denied
## 5750      76918.0800         Year                  Y   Certified
## 5751      61920.4800         Year                  Y      Denied
## 5752      63678.9000         Year                  Y      Denied
## 5753      17592.4400         Year                  Y   Certified
## 5754       5495.9900         Year                  Y      Denied
## 5755      40607.1500         Year                  Y      Denied
## 5756     246955.1900         Year                  N   Certified
## 5757      75585.5400         Year                  Y   Certified
## 5758     108165.6300         Year                  Y   Certified
## 5759     126612.6800         Year                  Y      Denied
## 5760     167084.5700         Year                  Y      Denied
## 5761      75560.6700         Year                  Y      Denied
## 5762      24535.6500         Year                  Y      Denied
## 5763     140493.1600         Year                  Y   Certified
## 5764      50170.3200         Year                  Y   Certified
## 5765      61052.3100         Year                  N   Certified
## 5766     132347.7500         Year                  Y   Certified
## 5767      66036.9900         Year                  Y   Certified
## 5768      14291.6000         Year                  Y   Certified
## 5769      28662.7700         Year                  Y      Denied
## 5770      29118.3900         Year                  Y   Certified
## 5771      29350.9400         Year                  Y   Certified
## 5772     139260.8000         Year                  Y   Certified
## 5773      41554.8200         Year                  Y   Certified
## 5774        649.4400         Year                  Y   Certified
## 5775      12275.8600         Year                  Y   Certified
## 5776      95914.4200         Year                  Y   Certified
## 5777      70883.9200         Year                  Y   Certified
## 5778     148221.5400         Year                  Y   Certified
## 5779     114540.0500         Year                  Y   Certified
## 5780      68013.1600         Year                  Y   Certified
## 5781     147518.3800         Year                  Y   Certified
## 5782      34323.9800         Year                  Y   Certified
## 5783     112125.7200         Year                  Y   Certified
## 5784      68033.1700         Year                  Y   Certified
## 5785        249.1278         Hour                  Y      Denied
## 5786      68937.1300         Year                  Y   Certified
## 5787     110045.0100         Year                  Y   Certified
## 5788     103121.8800         Year                  Y   Certified
## 5789      19906.4200         Year                  Y   Certified
## 5790      61053.8700         Year                  Y   Certified
## 5791      25577.2200         Year                  Y   Certified
## 5792      57206.3000         Year                  Y   Certified
## 5793      54329.8600         Year                  Y   Certified
## 5794     121695.1000         Year                  Y   Certified
## 5795       2007.7100         Year                  Y   Certified
## 5796      78424.7700         Year                  Y   Certified
## 5797        175.3600         Hour                  Y   Certified
## 5798     100137.5400         Year                  Y   Certified
## 5799      66894.6600         Year                  Y   Certified
## 5800      84505.4600         Year                  Y   Certified
## 5801      24679.1400         Year                  Y   Certified
## 5802       7183.3400         Year                  Y      Denied
## 5803      40253.4000         Year                  Y   Certified
## 5804      82920.3200         Year                  Y   Certified
## 5805      30508.0200         Year                  Y   Certified
## 5806      52196.7300         Year                  Y   Certified
## 5807        218.3800         Hour                  Y   Certified
## 5808      34180.4200         Year                  Y   Certified
## 5809        280.2427         Hour                  Y   Certified
## 5810      79374.9600         Year                  Y   Certified
## 5811      93950.3900         Year                  Y      Denied
## 5812      54076.8800         Year                  N   Certified
## 5813      60498.1800         Year                  Y   Certified
## 5814      48050.5500         Year                  Y      Denied
## 5815      53790.3400         Year                  Y   Certified
## 5816      32729.3200         Year                  N      Denied
## 5817     123187.3200         Year                  N   Certified
## 5818      19034.3900         Year                  Y   Certified
## 5819     163334.7800         Year                  N   Certified
## 5820      82299.5900         Year                  Y   Certified
## 5821     108288.5900         Year                  Y      Denied
## 5822        101.5100         Hour                  Y      Denied
## 5823     120249.0600         Year                  Y   Certified
## 5824      27617.0600         Year                  Y   Certified
## 5825      30944.7900         Year                  Y      Denied
## 5826        467.2400         Hour                  Y      Denied
## 5827      76755.2000         Year                  Y   Certified
## 5828      28602.2900         Year                  Y      Denied
## 5829      36973.6700         Year                  N   Certified
## 5830     304543.6700         Year                  Y   Certified
## 5831     110493.6400         Year                  N   Certified
## 5832     137365.5800         Year                  Y      Denied
## 5833      90796.9600         Year                  N   Certified
## 5834      61488.4300         Year                  Y      Denied
## 5835     123360.9700         Year                  Y   Certified
## 5836      53223.5300         Year                  Y   Certified
## 5837      44763.3300         Year                  N   Certified
## 5838      49165.6900         Year                  Y   Certified
## 5839      69250.9600         Year                  Y   Certified
## 5840        702.9446         Hour                  Y      Denied
## 5841        257.6062         Hour                  Y      Denied
## 5842     120559.4000         Year                  Y   Certified
## 5843      62864.9600         Year                  Y   Certified
## 5844      40485.3100         Year                  Y   Certified
## 5845     121205.4100         Year                  Y   Certified
## 5846      40040.4500         Year                  Y   Certified
## 5847      95712.5000         Year                  N   Certified
## 5848        646.7635         Hour                  Y   Certified
## 5849     130544.5500         Week                  Y      Denied
## 5850     105579.1300         Year                  Y   Certified
## 5851      91401.2100         Year                  Y   Certified
## 5852      32882.3100         Year                  Y   Certified
## 5853      45804.3600         Year                  Y      Denied
## 5854     154764.8300         Year                  Y   Certified
## 5855       7218.4300         Year                  Y   Certified
## 5856     142223.4200         Year                  Y   Certified
## 5857     117937.2900         Year                  N   Certified
## 5858     106176.9600         Year                  Y   Certified
## 5859     130358.7500         Year                  Y   Certified
## 5860      81425.3900         Year                  Y      Denied
## 5861     108239.9500         Year                  Y      Denied
## 5862     102803.0900         Year                  Y   Certified
## 5863      24695.4400         Year                  N   Certified
## 5864     165283.1600         Year                  Y   Certified
## 5865      42929.4200         Year                  Y   Certified
## 5866     133664.8600         Year                  Y   Certified
## 5867     169131.1700         Week                  Y   Certified
## 5868      37142.9500         Year                  Y   Certified
## 5869      35976.4100         Year                  Y   Certified
## 5870        698.2524         Hour                  Y      Denied
## 5871      73826.5100         Year                  Y   Certified
## 5872     126845.2100         Year                  Y      Denied
## 5873     113940.7000         Year                  Y      Denied
## 5874      92344.0700         Year                  Y   Certified
## 5875      38998.5700         Year                  Y   Certified
## 5876      88775.9000         Year                  Y      Denied
## 5877     186881.0500         Year                  Y   Certified
## 5878        102.9700         Hour                  Y      Denied
## 5879        724.9628         Hour                  Y      Denied
## 5880     107036.5300         Year                  Y   Certified
## 5881      75267.7300         Year                  Y   Certified
## 5882      41704.2800         Year                  Y   Certified
## 5883      53811.8200         Year                  Y   Certified
## 5884      92454.2600         Year                  Y   Certified
## 5885     112292.1400         Year                  N   Certified
## 5886      43924.7500         Year                  Y   Certified
## 5887      28082.1000         Year                  Y      Denied
## 5888     104521.6400         Year                  Y   Certified
## 5889     115712.1100         Year                  N   Certified
## 5890      82650.5800         Year                  N   Certified
## 5891     140701.8600         Year                  N      Denied
## 5892      46249.0700         Year                  Y      Denied
## 5893      20675.2500         Year                  Y      Denied
## 5894     236918.2900         Year                  N   Certified
## 5895     112580.5900         Year                  N   Certified
## 5896       1481.4000         Year                  Y   Certified
## 5897      77610.7300         Year                  Y   Certified
## 5898      19185.7600         Year                  Y   Certified
## 5899      91648.4200         Year                  Y   Certified
## 5900        436.5722         Hour                  Y      Denied
## 5901      79313.3600         Year                  N   Certified
## 5902      61202.2700         Year                  Y      Denied
## 5903      95912.0900         Year                  Y   Certified
## 5904       4201.9200         Year                  Y   Certified
## 5905     106028.4800         Year                  N   Certified
## 5906     156933.4800         Year                  Y      Denied
## 5907      80063.4500         Year                  Y   Certified
## 5908      63738.2400         Year                  Y   Certified
## 5909     103844.7900         Year                  Y      Denied
## 5910      14770.2000         Year                  Y   Certified
## 5911     125096.1600         Year                  Y   Certified
## 5912     111552.1000         Year                  N   Certified
## 5913      71436.9800         Year                  Y   Certified
## 5914      59788.4200         Year                  Y   Certified
## 5915      30797.9400         Year                  Y   Certified
## 5916      56688.0000         Year                  Y   Certified
## 5917      22941.2500         Year                  Y      Denied
## 5918     137454.8400         Year                  Y   Certified
## 5919        129.6200         Hour                  Y   Certified
## 5920      30135.7200         Year                  Y      Denied
## 5921     229494.5500         Year                  Y   Certified
## 5922        978.5011         Hour                  Y   Certified
## 5923      42903.7400         Year                  Y      Denied
## 5924        504.7200         Year                  Y   Certified
## 5925     138314.5200         Year                  Y      Denied
## 5926      81307.9700         Year                  Y   Certified
## 5927       7379.0800         Year                  Y      Denied
## 5928      79642.3900         Year                  Y   Certified
## 5929     112316.9800         Year                  Y   Certified
## 5930      58292.9600         Year                  Y   Certified
## 5931      20432.1800         Year                  Y   Certified
## 5932      56172.7200         Year                  Y   Certified
## 5933      48622.8800         Year                  Y   Certified
## 5934      47080.8300         Year                  Y   Certified
## 5935       9736.7300         Year                  Y   Certified
## 5936      78375.8200         Year                  Y   Certified
## 5937      62324.2400         Year                  Y      Denied
## 5938     144929.1600         Year                  Y      Denied
## 5939        926.7839         Hour                  Y      Denied
## 5940      80567.0500         Year                  Y   Certified
## 5941      63455.6800         Year                  Y      Denied
## 5942      58057.0000         Year                  Y   Certified
## 5943      31883.0000         Year                  Y   Certified
## 5944      52750.5600         Year                  Y   Certified
## 5945     112532.2400         Year                  Y   Certified
## 5946     165693.2600         Year                  N   Certified
## 5947     130817.4200         Year                  Y      Denied
## 5948     131315.3700         Year                  Y   Certified
## 5949      77160.4300         Year                  Y   Certified
## 5950      66874.4600         Year                  Y      Denied
## 5951      92941.4400         Year                  Y      Denied
## 5952     124760.9200         Year                  Y   Certified
## 5953      25331.1400         Year                  Y      Denied
## 5954      78133.6200         Year                  Y   Certified
## 5955      59562.6900         Year                  Y   Certified
## 5956     172824.9800         Year                  Y   Certified
## 5957      74377.4200         Year                  Y      Denied
## 5958     203350.1900         Year                  N   Certified
## 5959      17920.4500         Year                  N   Certified
## 5960      61929.9700         Year                  Y      Denied
## 5961        181.3927         Hour                  Y      Denied
## 5962      73431.4400         Year                  Y      Denied
## 5963     101905.7400         Year                  Y   Certified
## 5964       9885.7000         Year                  Y   Certified
## 5965        259.4118         Hour                  Y   Certified
## 5966      49083.9000         Year                  Y   Certified
## 5967      70133.5100         Year                  Y   Certified
## 5968      21608.5500         Year                  Y   Certified
## 5969      80985.4300         Year                  Y   Certified
## 5970      15777.4600         Year                  Y      Denied
## 5971     130443.7600         Year                  Y   Certified
## 5972      96126.2100         Year                  Y   Certified
## 5973     124082.6800         Year                  Y      Denied
## 5974     105804.4000         Year                  N   Certified
## 5975     137475.2200         Year                  Y   Certified
## 5976     136159.9800         Year                  Y   Certified
## 5977      72149.0400         Year                  Y      Denied
## 5978      29982.7300         Year                  Y      Denied
## 5979     106851.3800         Year                  Y      Denied
## 5980      73416.0800         Year                  Y   Certified
## 5981     142164.3900         Year                  Y   Certified
## 5982        964.0361         Hour                  Y   Certified
## 5983     129744.3500         Year                  Y   Certified
## 5984      66392.6700         Year                  Y   Certified
## 5985     116859.6000         Year                  Y      Denied
## 5986     191522.3000         Week                  Y   Certified
## 5987      29425.8500         Year                  Y   Certified
## 5988      85269.3400         Year                  Y   Certified
## 5989     123737.5400         Year                  Y      Denied
## 5990      49649.1800         Year                  Y   Certified
## 5991     144447.5700         Year                  Y   Certified
## 5992        664.6442         Hour                  Y   Certified
## 5993      38654.3700         Year                  Y      Denied
## 5994      26946.5300         Year                  Y      Denied
## 5995      66665.4400         Week                  Y   Certified
## 5996     136316.3800         Year                  Y   Certified
## 5997      43121.2300         Year                  N   Certified
## 5998      69738.0000         Year                  Y   Certified
## 5999     133899.9000         Year                  N   Certified
## 6000      86487.8300         Year                  Y   Certified
## 6001     109817.6600         Year                  Y   Certified
## 6002      72647.0700         Year                  Y   Certified
## 6003      22329.3700         Year                  Y   Certified
## 6004      63057.4500         Year                  Y   Certified
## 6005      95142.8700         Year                  Y   Certified
## 6006      28235.1400         Year                  Y      Denied
## 6007         95.8502         Hour                  Y   Certified
## 6008      39170.7800         Year                  Y   Certified
## 6009      97471.6200         Year                  Y   Certified
## 6010      36902.5400         Year                  Y   Certified
## 6011      22392.5100         Year                  Y   Certified
## 6012      11594.9000         Year                  Y   Certified
## 6013      28769.5200         Year                  Y   Certified
## 6014      39186.4300         Year                  Y   Certified
## 6015      91609.3500         Year                  Y   Certified
## 6016      23504.9900         Year                  Y      Denied
## 6017      42988.7200         Year                  Y   Certified
## 6018      66865.9700         Year                  N   Certified
## 6019      22383.4500         Year                  Y      Denied
## 6020     210280.8800         Year                  Y      Denied
## 6021      89574.6600         Year                  Y   Certified
## 6022      36356.9600         Year                  Y   Certified
## 6023      46228.4000         Year                  N   Certified
## 6024      65561.2700         Year                  Y   Certified
## 6025        491.9346         Hour                  Y   Certified
## 6026        798.4925         Hour                  Y      Denied
## 6027     114331.5000         Year                  Y   Certified
## 6028      72782.5300         Year                  Y   Certified
## 6029     228805.9100         Year                  Y   Certified
## 6030      31972.0800         Year                  Y   Certified
## 6031     132197.8000         Year                  Y   Certified
## 6032     121831.0500         Year                  Y   Certified
## 6033      40712.9800         Year                  N   Certified
## 6034       3776.7100         Year                  Y   Certified
## 6035     121123.0800         Year                  N   Certified
## 6036        113.9600         Year                  Y   Certified
## 6037      86920.4500         Year                  Y   Certified
## 6038     106035.0300         Year                  N   Certified
## 6039      85538.1900         Year                  Y   Certified
## 6040     101497.7200         Year                  Y   Certified
## 6041     207753.2600         Year                  Y   Certified
## 6042      26666.6100         Year                  Y   Certified
## 6043     141132.7200         Year                  N   Certified
## 6044      57112.4000         Year                  Y   Certified
## 6045      39359.6800         Year                  Y   Certified
## 6046     111287.1400         Year                  Y   Certified
## 6047      49391.4500         Year                  Y   Certified
## 6048     103893.1400         Year                  Y      Denied
## 6049      63907.0400         Year                  Y      Denied
## 6050     126460.7400         Year                  Y      Denied
## 6051      32322.9000         Year                  Y   Certified
## 6052      31585.3100         Year                  Y   Certified
## 6053     127678.2500         Year                  Y   Certified
## 6054      24667.7600         Year                  Y   Certified
## 6055      90143.3900         Year                  N   Certified
## 6056     112406.6100         Year                  N      Denied
## 6057      53436.8500         Year                  Y   Certified
## 6058      15258.1800         Year                  Y   Certified
## 6059       5632.2500         Year                  Y   Certified
## 6060     131407.3000         Year                  Y   Certified
## 6061      36307.5800         Year                  Y   Certified
## 6062      84763.7700         Year                  Y   Certified
## 6063        177.8352         Hour                  Y   Certified
## 6064      67663.2100         Year                  Y   Certified
## 6065      65363.6200         Year                  Y   Certified
## 6066      69399.7100         Year                  Y      Denied
## 6067      40278.6200         Year                  Y   Certified
## 6068      43133.7100         Year                  Y      Denied
## 6069     118318.4800         Year                  Y   Certified
## 6070      82751.8200         Year                  Y   Certified
## 6071      36686.0300         Year                  Y   Certified
## 6072      10137.3900         Year                  Y   Certified
## 6073      31318.0600         Year                  Y   Certified
## 6074      85248.5400         Year                  N   Certified
## 6075        231.9380         Hour                  Y      Denied
## 6076      69576.4000         Year                  Y      Denied
## 6077      42061.4100         Year                  Y      Denied
## 6078      47339.6900         Year                  N   Certified
## 6079     112539.5400         Year                  N   Certified
## 6080      44434.8600         Year                  Y      Denied
## 6081       3727.9700         Year                  Y   Certified
## 6082      29586.2800         Year                  Y      Denied
## 6083        491.9008         Hour                  Y   Certified
## 6084      73305.4600         Year                  Y   Certified
## 6085     141324.7200         Year                  Y   Certified
## 6086      59990.3200         Year                  Y      Denied
## 6087      85091.8900         Year                  Y      Denied
## 6088      71562.8300         Year                  Y      Denied
## 6089     102640.3300         Year                  Y      Denied
## 6090      60579.4600         Year                  Y      Denied
## 6091     250899.0700         Year                  Y   Certified
## 6092        672.5571         Hour                  Y   Certified
## 6093      15728.3000         Year                  Y      Denied
## 6094       6251.1300         Year                  Y   Certified
## 6095     133743.6300         Year                  Y   Certified
## 6096      39448.2000         Year                  Y      Denied
## 6097       8092.9700         Year                  Y   Certified
## 6098     109600.1300         Year                  Y   Certified
## 6099     115974.5600         Year                  Y      Denied
## 6100      12503.6600         Year                  Y      Denied
## 6101        249.9158         Hour                  Y      Denied
## 6102     147213.9200         Year                  Y   Certified
## 6103     121631.7600         Year                  N   Certified
## 6104      61180.0600         Year                  Y   Certified
## 6105      84525.9100         Year                  Y   Certified
## 6106     120085.7200         Year                  Y   Certified
## 6107      38191.8900         Year                  N   Certified
## 6108      68654.0900         Year                  Y   Certified
## 6109      77179.1000         Year                  Y   Certified
## 6110       6071.6000         Year                  Y      Denied
## 6111      66088.6300         Year                  Y   Certified
## 6112       6665.9600         Year                  Y   Certified
## 6113     110606.8800         Year                  Y   Certified
## 6114      97764.7300         Year                  Y   Certified
## 6115      21888.8200         Year                  Y      Denied
## 6116     117626.1800         Year                  Y   Certified
## 6117      92270.5100         Year                  Y   Certified
## 6118      26795.9200         Year                  N   Certified
## 6119      81532.2800         Year                  Y   Certified
## 6120      32459.3500         Year                  Y   Certified
## 6121      45703.5000         Year                  Y      Denied
## 6122        373.7218         Hour                  Y      Denied
## 6123     116347.1500         Year                  N      Denied
## 6124     105535.1100         Year                  Y   Certified
## 6125      70297.3800         Year                  Y   Certified
## 6126      36894.0700         Year                  Y   Certified
## 6127      21205.7100         Year                  Y      Denied
## 6128      56621.4800         Year                  Y      Denied
## 6129     138170.1800         Year                  N   Certified
## 6130     108648.2600         Year                  Y   Certified
## 6131     126269.3400         Year                  Y   Certified
## 6132      25191.7900         Year                  Y   Certified
## 6133      64488.0700         Year                  Y      Denied
## 6134      83735.9300         Year                  Y   Certified
## 6135      82672.6200         Year                  Y      Denied
## 6136      31806.4100         Year                  Y   Certified
## 6137     259739.3500         Year                  Y   Certified
## 6138     161136.8400         Year                  N   Certified
## 6139      24067.4600         Year                  Y   Certified
## 6140     122674.7600         Year                  Y   Certified
## 6141     128792.4500         Year                  Y      Denied
## 6142      18149.4100         Year                  Y   Certified
## 6143     111375.1900         Year                  N      Denied
## 6144      25696.8400         Year                  Y   Certified
## 6145      34796.5000         Year                  Y      Denied
## 6146      86692.8500         Year                  N      Denied
## 6147      99792.8200         Year                  Y      Denied
## 6148       4777.1500         Year                  Y      Denied
## 6149     240798.5600         Year                  Y   Certified
## 6150      99876.1300         Year                  Y   Certified
## 6151     115287.2100         Year                  Y      Denied
## 6152      43584.7200         Year                  Y      Denied
## 6153      43999.8200         Year                  Y      Denied
## 6154      96871.7900         Year                  Y   Certified
## 6155      37123.2800         Year                  Y   Certified
## 6156      54488.3100         Year                  Y   Certified
## 6157      12922.4700         Year                  Y   Certified
## 6158      27711.5300         Year                  Y      Denied
## 6159      81963.1400         Year                  Y   Certified
## 6160     114694.9100         Year                  Y      Denied
## 6161      20647.5400         Year                  Y   Certified
## 6162     122898.1100         Year                  Y   Certified
## 6163      93133.4000         Year                  Y   Certified
## 6164      63507.7300         Year                  Y      Denied
## 6165      61573.9800         Year                  Y      Denied
## 6166     121441.2600         Year                  N      Denied
## 6167      27924.9000         Year                  Y   Certified
## 6168     165751.2300         Year                  Y   Certified
## 6169     128335.4400         Year                  N   Certified
## 6170      52293.3600         Year                  Y   Certified
## 6171       9203.4300         Year                  Y   Certified
## 6172       5743.1800         Year                  Y   Certified
## 6173      90037.1600         Year                  Y   Certified
## 6174     104454.2500         Year                  N   Certified
## 6175     103366.2500         Year                  Y      Denied
## 6176       1445.5600         Year                  Y   Certified
## 6177      91852.4200         Year                  Y      Denied
## 6178     147561.9200         Year                  Y   Certified
## 6179      68345.2400         Year                  Y      Denied
## 6180      92980.8100         Year                  Y      Denied
## 6181     118945.2700         Year                  Y      Denied
## 6182      20891.8700         Year                  Y   Certified
## 6183     140198.6200         Year                  N   Certified
## 6184      32050.2100         Year                  Y      Denied
## 6185     146548.1200         Year                  Y      Denied
## 6186      83273.7800         Year                  Y   Certified
## 6187        418.8264         Hour                  Y   Certified
## 6188     142917.1200         Year                  N      Denied
## 6189        101.2200         Hour                  Y      Denied
## 6190     116383.1000         Year                  Y   Certified
## 6191      49432.4500         Year                  Y      Denied
## 6192      29480.3000         Year                  Y      Denied
## 6193      91818.6200         Year                  Y   Certified
## 6194      60487.5400         Year                  Y      Denied
## 6195     123157.6300         Year                  Y   Certified
## 6196     238109.7200         Year                  Y   Certified
## 6197      65761.6200         Year                  Y   Certified
## 6198      21385.2400         Year                  Y   Certified
## 6199      56044.9600         Year                  Y      Denied
## 6200      89918.4700         Week                  Y   Certified
## 6201     128376.1700         Year                  Y      Denied
## 6202      99812.4300         Year                  Y      Denied
## 6203        396.9152         Hour                  Y      Denied
## 6204      16479.7100         Year                  Y   Certified
## 6205      92231.7500         Year                  Y   Certified
## 6206      95645.2900         Year                  Y   Certified
## 6207      78103.7400         Year                  Y      Denied
## 6208     147419.9000         Year                  Y   Certified
## 6209      55136.5400         Year                  N   Certified
## 6210     151277.0400         Year                  Y   Certified
## 6211     102595.2400         Year                  Y   Certified
## 6212     167014.3800         Year                  Y   Certified
## 6213      48569.5100         Year                  Y   Certified
## 6214      83097.4200         Year                  Y   Certified
## 6215      46073.0400         Year                  Y   Certified
## 6216      62707.5200         Year                  Y   Certified
## 6217      91080.4200         Year                  Y   Certified
## 6218      84584.4600         Year                  Y   Certified
## 6219      48229.2900         Year                  Y   Certified
## 6220      97561.9700         Year                  Y   Certified
## 6221         12.2234         Hour                  Y   Certified
## 6222      69009.9700         Year                  Y   Certified
## 6223      95060.4200         Year                  Y      Denied
## 6224        604.0816         Hour                  Y   Certified
## 6225      22397.6900         Year                  Y   Certified
## 6226     142302.4700         Year                  Y   Certified
## 6227      41411.1900         Year                  Y   Certified
## 6228     136085.6700         Year                  Y   Certified
## 6229     119266.2200         Year                  Y   Certified
## 6230     281418.0300         Year                  Y   Certified
## 6231     239151.6100         Year                  N   Certified
## 6232      60585.6300         Year                  Y   Certified
## 6233     208822.6300         Year                  Y   Certified
## 6234      37305.3900         Year                  Y      Denied
## 6235      51044.9800         Year                  N   Certified
## 6236      53965.3200         Year                  Y      Denied
## 6237        137.1500         Hour                  Y      Denied
## 6238      45050.3600         Year                  Y      Denied
## 6239      45240.7600         Year                  Y   Certified
## 6240      33917.0800         Year                  Y      Denied
## 6241      32485.1200         Year                  Y   Certified
## 6242     113828.0300         Year                  Y      Denied
## 6243      87618.4300         Year                  Y   Certified
## 6244      35886.7500         Year                  Y      Denied
## 6245      69750.7400         Year                  Y   Certified
## 6246      15615.8700         Year                  Y   Certified
## 6247     280205.2700         Year                  Y      Denied
## 6248     197291.4300         Year                  Y      Denied
## 6249        511.4655         Hour                  Y      Denied
## 6250     272756.5300         Year                  N   Certified
## 6251        301.2781         Hour                  Y      Denied
## 6252      78338.8200         Year                  Y   Certified
## 6253      63643.4100         Year                  N   Certified
## 6254      98755.6300         Year                  Y   Certified
## 6255      31708.9100         Year                  Y   Certified
## 6256      31411.5600         Year                  Y      Denied
## 6257      69591.3900         Year                  N   Certified
## 6258     110110.2800         Year                  Y   Certified
## 6259     144791.8400         Year                  Y      Denied
## 6260     111802.6800         Year                  Y   Certified
## 6261      76214.6200         Year                  Y   Certified
## 6262      93895.4800         Year                  Y      Denied
## 6263     115137.6700         Year                  Y   Certified
## 6264        187.0879         Hour                  Y      Denied
## 6265      76548.5100         Year                  Y   Certified
## 6266      11468.3100         Year                  Y   Certified
## 6267      63480.8200         Week                  Y      Denied
## 6268      75241.7500         Year                  Y   Certified
## 6269     105507.4000         Year                  Y      Denied
## 6270     195998.1200         Year                  Y      Denied
## 6271      81913.5600         Year                  Y   Certified
## 6272      82294.1300         Year                  Y   Certified
## 6273      76838.5100         Year                  N   Certified
## 6274      35337.6300         Year                  Y   Certified
## 6275      80886.4000         Week                  Y   Certified
## 6276        521.7731         Hour                  Y      Denied
## 6277     130175.4700         Year                  Y   Certified
## 6278      49071.8000         Year                  Y      Denied
## 6279      39700.3900         Year                  Y      Denied
## 6280        419.7764         Hour                  Y      Denied
## 6281      14036.3000         Year                  Y   Certified
## 6282      80599.0400         Year                  Y      Denied
## 6283        451.5117         Hour                  Y   Certified
## 6284       2118.4800         Year                  Y   Certified
## 6285     154549.4700         Year                  Y   Certified
## 6286      73091.3200         Year                  Y      Denied
## 6287     154695.0400         Year                  N   Certified
## 6288      80471.0000         Year                  Y   Certified
## 6289      33469.0300         Year                  Y      Denied
## 6290      20675.1800         Year                  Y   Certified
## 6291        283.5202         Hour                  Y      Denied
## 6292     113465.3100         Year                  Y   Certified
## 6293      46968.8900         Year                  Y      Denied
## 6294      87424.0700         Year                  Y      Denied
## 6295     105445.2000         Year                  Y      Denied
## 6296      85677.0200         Year                  Y   Certified
## 6297      49416.7100         Year                  Y   Certified
## 6298       4399.4400         Year                  Y   Certified
## 6299      46492.5600         Year                  N   Certified
## 6300      46197.3000         Year                  Y   Certified
## 6301        284.0018         Hour                  Y      Denied
## 6302        434.3963         Hour                  Y      Denied
## 6303     135347.4200         Year                  N   Certified
## 6304     203266.7400         Year                  Y      Denied
## 6305        114.1200         Hour                  Y      Denied
## 6306     133774.7200         Year                  Y      Denied
## 6307     141246.0800         Year                  Y   Certified
## 6308      75195.5000         Year                  Y      Denied
## 6309     103394.9400         Year                  Y   Certified
## 6310      31855.5500         Year                  Y   Certified
## 6311     125422.2800         Year                  Y   Certified
## 6312      48041.5400         Year                  Y   Certified
## 6313      73495.6700         Year                  Y      Denied
## 6314      57749.9000         Year                  Y   Certified
## 6315      73976.4800         Year                  Y      Denied
## 6316       3492.1600         Year                  Y      Denied
## 6317      53144.9600         Year                  Y   Certified
## 6318      90795.2800         Year                  Y      Denied
## 6319      30859.5600         Year                  Y      Denied
## 6320      56285.7200         Year                  Y   Certified
## 6321      93561.2100         Year                  Y   Certified
## 6322      47868.6200         Year                  Y      Denied
## 6323      74022.9900         Year                  Y      Denied
## 6324      17826.3800         Year                  Y   Certified
## 6325      67120.0400         Year                  Y   Certified
## 6326      24625.4800         Year                  Y   Certified
## 6327      68106.1400         Year                  Y   Certified
## 6328      80315.9100         Year                  Y   Certified
## 6329     111430.2200         Year                  N      Denied
## 6330      81617.5700         Week                  Y   Certified
## 6331     298520.0200         Year                  Y   Certified
## 6332     112981.7400         Year                  Y   Certified
## 6333     104953.6800         Year                  Y   Certified
## 6334     118628.2000         Year                  N   Certified
## 6335      95530.6700         Year                  Y   Certified
## 6336       2815.8800         Year                  Y   Certified
## 6337     128044.0800         Year                  Y   Certified
## 6338      58420.8800         Year                  Y   Certified
## 6339      63992.8700         Year                  Y   Certified
## 6340     167544.3800         Year                  Y      Denied
## 6341        439.0866         Hour                  Y      Denied
## 6342     102972.0100         Year                  Y   Certified
## 6343        743.7198         Hour                  Y      Denied
## 6344      49520.4100         Year                  Y   Certified
## 6345        476.7579         Hour                  Y   Certified
## 6346      59869.0400         Year                  Y   Certified
## 6347      73021.5900         Year                  Y   Certified
## 6348      68619.1600         Year                  Y   Certified
## 6349      13858.1100         Year                  Y   Certified
## 6350      19230.9600         Year                  Y   Certified
## 6351      45991.8900         Year                  Y      Denied
## 6352      45798.7500         Year                  Y   Certified
## 6353       5501.5500         Year                  Y   Certified
## 6354      38382.9100         Year                  Y      Denied
## 6355     138850.9900         Year                  Y   Certified
## 6356     106097.4000         Year                  Y      Denied
## 6357      96916.9500         Year                  Y   Certified
## 6358        318.6505         Hour                  Y      Denied
## 6359     129798.6500         Year                  Y      Denied
## 6360      70097.5300         Year                  Y   Certified
## 6361     117135.2800         Year                  N   Certified
## 6362      75127.4400         Year                  Y   Certified
## 6363      69594.3500         Year                  Y      Denied
## 6364     122993.8300         Year                  Y      Denied
## 6365      65589.6700         Year                  Y   Certified
## 6366      16671.6500         Year                  Y   Certified
## 6367      28541.2900         Year                  Y   Certified
## 6368     125574.8300         Year                  Y   Certified
## 6369     242018.3700         Year                  Y   Certified
## 6370     150999.3300         Year                  Y   Certified
## 6371      37858.4300         Year                  Y   Certified
## 6372     123258.1200         Year                  Y      Denied
## 6373     115494.1900         Year                  Y      Denied
## 6374     120026.8400         Year                  Y      Denied
## 6375     144469.4700         Year                  Y   Certified
## 6376      45874.0500         Year                  Y   Certified
## 6377      12970.9900         Year                  Y   Certified
## 6378       3532.6500         Year                  Y   Certified
## 6379      80093.7100         Year                  Y   Certified
## 6380      59782.9800         Year                  Y      Denied
## 6381     115400.8200         Year                  Y   Certified
## 6382      65242.2900         Year                  Y   Certified
## 6383        338.5595         Hour                  Y      Denied
## 6384     123856.7000         Year                  Y   Certified
## 6385      56816.8600         Year                  Y      Denied
## 6386     134138.7200         Year                  Y   Certified
## 6387      86324.1200         Year                  Y   Certified
## 6388        769.4869         Hour                  Y      Denied
## 6389      86652.3500         Year                  N      Denied
## 6390      65416.4700         Year                  Y   Certified
## 6391     105757.5600         Year                  Y   Certified
## 6392        136.7700         Hour                  Y      Denied
## 6393     156554.2900         Year                  Y   Certified
## 6394     165056.0700         Year                  N   Certified
## 6395      77096.9000         Year                  Y      Denied
## 6396      67930.7300        Month                  Y   Certified
## 6397     140411.9300         Year                  Y      Denied
## 6398      38503.6200         Year                  Y      Denied
## 6399      16891.3500         Year                  Y   Certified
## 6400     250436.9400         Year                  Y   Certified
## 6401      61132.3700         Year                  Y   Certified
## 6402      85534.4300         Year                  Y   Certified
## 6403      17498.4500         Year                  Y   Certified
## 6404       4834.2500         Year                  Y   Certified
## 6405        391.8694         Hour                  Y      Denied
## 6406     112505.4600         Year                  Y   Certified
## 6407     150093.0900         Year                  Y      Denied
## 6408      14276.1900         Year                  Y   Certified
## 6409      97827.7700         Year                  Y   Certified
## 6410      24247.4000         Year                  Y   Certified
## 6411     113108.1600         Year                  Y      Denied
## 6412     121812.2400         Year                  N   Certified
## 6413      80671.3000         Year                  Y   Certified
## 6414       2728.1000         Year                  N      Denied
## 6415      91084.0900         Year                  Y   Certified
## 6416     110134.1800         Year                  Y   Certified
## 6417     148147.4800         Year                  Y      Denied
## 6418     154145.9700         Year                  N   Certified
## 6419     149197.4300         Year                  N      Denied
## 6420      93690.1600         Year                  Y   Certified
## 6421      78888.5000         Year                  Y   Certified
## 6422      31292.3200         Year                  Y   Certified
## 6423      63824.1100         Year                  Y   Certified
## 6424     127500.6100         Year                  Y      Denied
## 6425     254275.7300         Year                  Y   Certified
## 6426      47647.4100         Year                  Y   Certified
## 6427     215234.0100         Year                  Y   Certified
## 6428     120493.9800         Year                  Y      Denied
## 6429     115032.0200         Year                  Y   Certified
## 6430     121516.3500         Year                  Y   Certified
## 6431     198517.7400         Year                  Y      Denied
## 6432      76688.0400         Year                  Y   Certified
## 6433      61954.0900         Year                  Y   Certified
## 6434      48036.9500         Year                  Y      Denied
## 6435      14362.9100         Year                  Y   Certified
## 6436      74349.5200         Year                  Y   Certified
## 6437      88650.6200         Year                  Y      Denied
## 6438     127271.5100         Year                  Y   Certified
## 6439       3232.7200         Year                  Y   Certified
## 6440        103.9700         Hour                  Y      Denied
## 6441      69732.2400         Year                  Y   Certified
## 6442      48440.5600         Year                  Y   Certified
## 6443      22256.2500         Year                  Y   Certified
## 6444        113.6000         Hour                  Y   Certified
## 6445     108182.8000         Week                  Y      Denied
## 6446        717.5354         Hour                  Y   Certified
## 6447     212219.5300         Year                  Y   Certified
## 6448      69191.5700         Year                  Y      Denied
## 6449     106705.8600         Year                  Y      Denied
## 6450     107990.6900         Year                  Y   Certified
## 6451      56263.3700         Year                  Y   Certified
## 6452      37019.6700         Year                  Y   Certified
## 6453      68324.7100         Year                  Y   Certified
## 6454      27439.6300         Year                  Y   Certified
## 6455     101072.1200         Year                  Y   Certified
## 6456      28006.8100         Year                  Y      Denied
## 6457      63481.3100         Year                  Y   Certified
## 6458      61885.3300         Year                  Y      Denied
## 6459      34379.2400         Year                  Y      Denied
## 6460      59814.9300         Year                  Y   Certified
## 6461      61384.0500         Year                  Y   Certified
## 6462     116210.8900         Year                  Y   Certified
## 6463      63826.3500         Year                  Y   Certified
## 6464      81684.6900         Year                  Y   Certified
## 6465     158552.7200         Year                  Y   Certified
## 6466      16991.9900         Year                  Y   Certified
## 6467     254230.2100         Year                  N   Certified
## 6468      36976.3400         Year                  Y   Certified
## 6469     119471.7600         Year                  Y      Denied
## 6470      52082.4500         Year                  Y      Denied
## 6471      64696.0300         Year                  Y      Denied
## 6472      93375.5000         Year                  Y      Denied
## 6473        146.4800         Hour                  Y      Denied
## 6474     108362.9600         Year                  Y      Denied
## 6475      29716.1200         Year                  Y   Certified
## 6476        817.6200         Year                  Y   Certified
## 6477      39729.3300         Year                  Y      Denied
## 6478      60095.2200         Year                  Y      Denied
## 6479      56122.4500         Year                  Y      Denied
## 6480      51592.1600         Year                  Y      Denied
## 6481      31540.2700         Year                  Y   Certified
## 6482      15082.7600         Year                  Y   Certified
## 6483      81172.1400         Year                  Y   Certified
## 6484     112270.0400         Year                  N   Certified
## 6485      99957.1600         Year                  Y      Denied
## 6486     181611.3000         Year                  Y      Denied
## 6487      29735.1900         Year                  Y   Certified
## 6488      89993.8500         Year                  Y   Certified
## 6489        233.9425         Hour                  Y      Denied
## 6490     130645.3600         Year                  Y   Certified
## 6491      94491.8600         Year                  Y   Certified
## 6492     102049.1500         Year                  Y   Certified
## 6493      72422.6600         Year                  Y   Certified
## 6494      87073.7200         Year                  Y   Certified
## 6495      58438.9500         Year                  Y   Certified
## 6496      66058.4000         Year                  N   Certified
## 6497     129541.9100         Year                  Y   Certified
## 6498      61396.5000         Year                  Y   Certified
## 6499      14055.1500         Year                  Y   Certified
## 6500      12128.0900         Year                  Y      Denied
## 6501     154224.7100         Year                  Y   Certified
## 6502        459.7524         Hour                  Y   Certified
## 6503     133807.6300         Year                  Y   Certified
## 6504      73577.6400         Year                  Y   Certified
## 6505     213069.2700         Year                  Y   Certified
## 6506      26277.0600         Year                  Y   Certified
## 6507      36226.5900         Year                  Y   Certified
## 6508      50998.7100         Year                  Y   Certified
## 6509      36791.4900         Year                  Y   Certified
## 6510      95290.5800         Year                  Y      Denied
## 6511        309.6060         Hour                  Y      Denied
## 6512        698.9440         Hour                  Y   Certified
## 6513      77256.4100         Year                  Y      Denied
## 6514       7478.7700         Year                  Y   Certified
## 6515      11166.9000         Year                  Y   Certified
## 6516      96115.9100         Year                  N   Certified
## 6517      70913.9900         Week                  Y   Certified
## 6518      97570.4500         Year                  Y      Denied
## 6519      62740.9800         Year                  Y      Denied
## 6520     134045.0300         Year                  N   Certified
## 6521      59185.7600         Year                  Y   Certified
## 6522      18111.7600         Year                  Y      Denied
## 6523      93549.3600         Year                  Y   Certified
## 6524      71406.2600         Year                  Y      Denied
## 6525     164042.1900         Year                  Y      Denied
## 6526     193745.6800         Year                  N      Denied
## 6527     134393.9100         Year                  N   Certified
## 6528     104510.3700         Year                  Y   Certified
## 6529     125470.0300         Year                  Y   Certified
## 6530      97268.8200         Year                  Y   Certified
## 6531      61126.3300         Year                  N      Denied
## 6532      48584.1000         Year                  Y   Certified
## 6533     109782.9000         Year                  Y   Certified
## 6534      72107.4900         Year                  Y      Denied
## 6535     113851.3200         Year                  Y   Certified
## 6536      41483.5200         Year                  Y   Certified
## 6537      99760.1000         Year                  Y   Certified
## 6538        246.8100         Hour                  Y   Certified
## 6539      63531.4800         Year                  Y   Certified
## 6540        904.6097         Hour                  Y      Denied
## 6541      56822.0900         Year                  Y   Certified
## 6542     131826.5600         Year                  Y   Certified
## 6543       4840.5000         Year                  Y   Certified
## 6544     116873.3700         Year                  Y   Certified
## 6545      57400.5300         Year                  Y   Certified
## 6546      70814.8200         Year                  Y      Denied
## 6547      91605.3200         Year                  Y      Denied
## 6548     159956.1500         Year                  Y   Certified
## 6549      63414.8100         Year                  Y   Certified
## 6550      85781.6700         Year                  Y   Certified
## 6551      26644.4100         Year                  Y      Denied
## 6552     132503.7700         Year                  Y   Certified
## 6553      20804.1500         Year                  Y   Certified
## 6554        386.4868         Hour                  Y   Certified
## 6555     112976.8800         Year                  Y   Certified
## 6556        100.6600         Hour                  Y   Certified
## 6557      97712.1900         Year                  Y   Certified
## 6558        295.2023         Hour                  Y      Denied
## 6559      34530.1900         Year                  Y      Denied
## 6560     192092.4400         Year                  Y   Certified
## 6561      77648.6600         Year                  Y   Certified
## 6562     123654.6500         Year                  Y   Certified
## 6563        718.0270         Hour                  Y   Certified
## 6564      55541.1700         Year                  Y      Denied
## 6565     198880.7800         Year                  Y      Denied
## 6566      69144.5800         Year                  Y   Certified
## 6567      79144.3700         Year                  Y   Certified
## 6568     148337.1600         Year                  Y   Certified
## 6569      56974.2400         Year                  Y   Certified
## 6570      25600.4400         Year                  Y   Certified
## 6571     147235.7600         Year                  Y   Certified
## 6572      46822.6500         Year                  Y      Denied
## 6573      77088.4000         Year                  Y   Certified
## 6574      53677.0000         Year                  Y      Denied
## 6575      45497.7300         Year                  Y      Denied
## 6576        645.7499         Hour                  Y      Denied
## 6577     104154.0400         Year                  Y   Certified
## 6578       1369.5600         Year                  Y      Denied
## 6579      41018.5700         Year                  Y   Certified
## 6580     108092.9500         Year                  Y   Certified
## 6581      86712.1200         Year                  Y   Certified
## 6582       2373.0800         Year                  Y   Certified
## 6583      59601.0000         Year                  Y      Denied
## 6584       3805.1600         Year                  Y   Certified
## 6585     137993.5000         Year                  Y      Denied
## 6586      38916.7800         Year                  Y   Certified
## 6587        793.4325         Hour                  Y      Denied
## 6588      58941.0400         Year                  Y      Denied
## 6589     136647.1500         Year                  N   Certified
## 6590     122935.3700         Year                  N   Certified
## 6591      58230.3200         Year                  Y   Certified
## 6592      73010.7500         Year                  Y   Certified
## 6593      61046.1500         Year                  Y   Certified
## 6594      80778.5300         Year                  Y   Certified
## 6595      25189.9900         Year                  Y   Certified
## 6596      37890.5900         Year                  Y   Certified
## 6597     125357.2700         Year                  Y   Certified
## 6598     112346.1100         Year                  Y   Certified
## 6599      85984.8200         Year                  Y   Certified
## 6600     201238.3400         Year                  Y   Certified
## 6601       6391.4900         Year                  Y      Denied
## 6602     111692.2100         Year                  Y   Certified
## 6603      50166.7700         Year                  Y      Denied
## 6604      29836.1700         Year                  Y      Denied
## 6605      52627.6300         Year                  Y   Certified
## 6606      89470.3000         Year                  Y   Certified
## 6607     165736.8000         Year                  Y   Certified
## 6608      45762.9500         Year                  Y      Denied
## 6609      49596.0100         Year                  Y   Certified
## 6610     193901.3200         Year                  Y   Certified
## 6611     237715.7400         Year                  Y   Certified
## 6612      97435.0000         Year                  Y      Denied
## 6613      53291.3700         Year                  Y   Certified
## 6614      66130.5700         Year                  N   Certified
## 6615        147.7032         Hour                  Y   Certified
## 6616      71990.1200         Year                  Y      Denied
## 6617      68035.4700         Year                  Y   Certified
## 6618      66975.8900         Year                  N   Certified
## 6619        301.0897         Hour                  Y   Certified
## 6620     110752.3900         Year                  Y      Denied
## 6621      99019.2100         Year                  Y      Denied
## 6622      99513.3500         Year                  N   Certified
## 6623      40025.5500         Year                  Y      Denied
## 6624        889.7335         Hour                  Y      Denied
## 6625     123620.1600         Year                  Y   Certified
## 6626      38311.9000         Year                  Y   Certified
## 6627      90391.6400         Year                  Y   Certified
## 6628      17106.7700         Year                  Y      Denied
## 6629      91644.5000         Year                  Y   Certified
## 6630      38437.8500         Year                  Y   Certified
## 6631     111969.2300         Year                  Y   Certified
## 6632      20633.3000         Year                  Y   Certified
## 6633     161837.8400         Year                  Y   Certified
## 6634     110210.4900         Year                  Y   Certified
## 6635       5247.3200         Year                  Y      Denied
## 6636     152391.7000         Year                  N   Certified
## 6637     150007.1400         Year                  Y      Denied
## 6638        179.6437         Hour                  Y   Certified
## 6639      73205.5000         Year                  Y      Denied
## 6640      34883.9500         Year                  Y   Certified
## 6641        188.6818         Hour                  Y   Certified
## 6642      76878.2000         Year                  Y      Denied
## 6643      18039.9000         Year                  Y   Certified
## 6644      68392.7500         Year                  Y      Denied
## 6645      95882.2100         Year                  Y      Denied
## 6646      70308.5300         Year                  Y   Certified
## 6647      46590.8700         Year                  Y      Denied
## 6648      57356.0600         Year                  Y      Denied
## 6649      11175.9400         Year                  Y      Denied
## 6650     158709.5400         Year                  N      Denied
## 6651        579.2598         Hour                  Y      Denied
## 6652      25365.2400         Year                  Y      Denied
## 6653      43628.1700         Year                  Y   Certified
## 6654       9063.5700         Year                  Y      Denied
## 6655      61983.7600         Year                  Y      Denied
## 6656      31843.0300         Year                  Y   Certified
## 6657      23799.6800         Year                  Y      Denied
## 6658      18254.8200         Year                  Y   Certified
## 6659      99705.4200         Year                  Y   Certified
## 6660      93604.2000         Year                  N   Certified
## 6661      12338.3400         Year                  Y   Certified
## 6662     208640.9300         Year                  Y   Certified
## 6663      73380.7500         Year                  Y      Denied
## 6664     177452.6400         Year                  Y      Denied
## 6665      15417.4000         Year                  Y      Denied
## 6666     111268.5100         Year                  Y      Denied
## 6667      34632.7400         Year                  Y   Certified
## 6668     135251.9700         Year                  Y   Certified
## 6669      57924.5900         Year                  Y   Certified
## 6670      57923.7300         Year                  Y   Certified
## 6671      85611.8000         Year                  Y   Certified
## 6672      92669.0200         Year                  N      Denied
## 6673     132480.3500         Year                  Y      Denied
## 6674     112821.3000         Year                  Y   Certified
## 6675        676.2335         Hour                  Y      Denied
## 6676      92156.8200         Year                  Y   Certified
## 6677     158975.4300         Year                  Y   Certified
## 6678        590.5600         Year                  Y      Denied
## 6679      29133.3100         Year                  Y      Denied
## 6680      79468.7400         Year                  Y      Denied
## 6681     102786.2200         Year                  Y   Certified
## 6682      40865.6600         Year                  Y   Certified
## 6683     142140.4300         Year                  Y   Certified
## 6684     156324.5000         Year                  Y   Certified
## 6685      11492.1200         Year                  Y   Certified
## 6686       6757.1700         Year                  Y   Certified
## 6687     128598.7400         Year                  Y   Certified
## 6688     106047.0900         Year                  Y      Denied
## 6689      83986.7200         Year                  Y   Certified
## 6690       1259.3900         Year                  Y   Certified
## 6691      79197.9500         Year                  Y      Denied
## 6692      60318.4600         Year                  Y   Certified
## 6693     123928.0200         Year                  Y      Denied
## 6694     167433.2500         Year                  Y   Certified
## 6695     149957.6200         Year                  N      Denied
## 6696      45160.4800         Year                  Y      Denied
## 6697      63251.6100         Year                  Y   Certified
## 6698     122424.6000         Year                  Y   Certified
## 6699     150845.9000         Year                  Y   Certified
## 6700      26489.1000         Year                  Y   Certified
## 6701      32151.3300         Year                  N   Certified
## 6702     134399.6400         Year                  Y      Denied
## 6703      29895.0500         Year                  Y   Certified
## 6704     150293.3400         Year                  Y   Certified
## 6705     157163.1000         Year                  Y   Certified
## 6706      78785.7600         Year                  Y   Certified
## 6707     119380.6200         Year                  Y   Certified
## 6708      80272.8600         Year                  Y   Certified
## 6709      88765.4400         Year                  Y   Certified
## 6710      83353.6000         Year                  Y      Denied
## 6711      49831.8500         Year                  Y   Certified
## 6712      72398.4200         Year                  Y      Denied
## 6713     110652.7200         Year                  Y   Certified
## 6714     123756.6000         Year                  Y   Certified
## 6715     130781.1300         Year                  N   Certified
## 6716      70770.3200         Year                  Y   Certified
## 6717      49787.7900         Year                  Y   Certified
## 6718     101364.9000         Year                  N   Certified
## 6719      51088.6900         Year                  Y      Denied
## 6720     109282.8100         Year                  Y   Certified
## 6721      27298.5500         Year                  Y   Certified
## 6722      62903.3400         Year                  Y   Certified
## 6723      68344.4900         Year                  Y   Certified
## 6724      98807.3000         Week                  Y   Certified
## 6725      69629.3200         Year                  Y      Denied
## 6726     116057.6200         Year                  N   Certified
## 6727      72125.4600         Year                  Y   Certified
## 6728      23720.3800         Year                  Y      Denied
## 6729     235224.7300         Year                  N   Certified
## 6730      64826.4900         Year                  Y   Certified
## 6731     117845.4400         Year                  Y   Certified
## 6732      75505.5500         Year                  Y   Certified
## 6733      17498.1100         Year                  Y   Certified
## 6734       9321.2200         Year                  Y   Certified
## 6735      71333.2300         Year                  Y      Denied
## 6736     141351.2600         Year                  N   Certified
## 6737     232265.5400         Year                  Y   Certified
## 6738      63055.4400         Year                  Y   Certified
## 6739     126921.3400         Year                  Y   Certified
## 6740      26867.1100         Year                  Y   Certified
## 6741     112536.2500         Year                  N   Certified
## 6742      88872.1200         Year                  Y   Certified
## 6743     108129.4100         Year                  Y   Certified
## 6744      74520.0600         Year                  Y   Certified
## 6745      95072.9500         Year                  Y   Certified
## 6746     154111.1500         Year                  Y   Certified
## 6747      24412.5800         Year                  Y   Certified
## 6748      49723.8300         Year                  Y   Certified
## 6749     198562.6200         Year                  Y   Certified
## 6750      54208.9500         Year                  Y      Denied
## 6751        920.7578         Hour                  Y      Denied
## 6752      48782.4600         Year                  Y   Certified
## 6753     133746.9600         Year                  Y   Certified
## 6754        855.4066         Hour                  Y   Certified
## 6755     121085.4700         Year                  Y   Certified
## 6756        843.0144         Hour                  Y   Certified
## 6757     106255.7400         Year                  Y   Certified
## 6758      86975.7000         Year                  Y   Certified
## 6759      44130.7700         Year                  N   Certified
## 6760      40860.8100         Year                  Y   Certified
## 6761       5998.0400         Year                  Y      Denied
## 6762       7122.3100         Year                  Y   Certified
## 6763     259277.1800         Year                  Y      Denied
## 6764      67854.6600         Year                  Y   Certified
## 6765     215192.3500         Year                  Y   Certified
## 6766     149869.8500         Year                  Y      Denied
## 6767        850.9943         Hour                  Y   Certified
## 6768       2033.8000         Year                  Y   Certified
## 6769        147.3200         Hour                  Y      Denied
## 6770     121584.6000         Year                  Y   Certified
## 6771         46.5932         Hour                  Y      Denied
## 6772      97563.8400         Year                  Y   Certified
## 6773     120289.9100         Week                  Y   Certified
## 6774      86628.0600         Year                  Y   Certified
## 6775      85195.2900         Year                  Y   Certified
## 6776      15626.6100         Year                  Y   Certified
## 6777      62192.3300         Year                  Y   Certified
## 6778     187279.2900         Year                  N      Denied
## 6779        115.1200         Hour                  Y      Denied
## 6780      55087.2400         Year                  Y      Denied
## 6781      22556.1000         Year                  Y   Certified
## 6782      34676.2800         Year                  Y   Certified
## 6783     101799.3900         Year                  Y   Certified
## 6784      57814.3800         Year                  Y   Certified
## 6785     136667.6200         Year                  Y   Certified
## 6786        126.1176         Hour                  Y   Certified
## 6787     118923.5100         Year                  Y   Certified
## 6788      65724.2500         Year                  Y   Certified
## 6789      19628.2400         Year                  Y   Certified
## 6790      63677.3800         Year                  Y   Certified
## 6791      14207.9200         Year                  Y   Certified
## 6792      28580.3900         Year                  Y   Certified
## 6793     142082.5600         Year                  Y   Certified
## 6794      89640.2800         Year                  Y   Certified
## 6795      61121.2600         Year                  Y   Certified
## 6796       8450.0200         Year                  Y   Certified
## 6797     109938.8700         Year                  Y   Certified
## 6798        120.5600         Hour                  Y      Denied
## 6799     136851.7400         Year                  Y   Certified
## 6800       6948.6700         Year                  Y   Certified
## 6801      57978.5000         Year                  Y   Certified
## 6802      56098.5800         Year                  Y   Certified
## 6803      73213.8600         Year                  Y   Certified
## 6804      67202.9500         Year                  Y   Certified
## 6805      14748.0900         Year                  Y   Certified
## 6806      57116.9000         Year                  N   Certified
## 6807     162354.7000         Year                  N   Certified
## 6808     125498.7000         Year                  Y      Denied
## 6809      18952.5800         Year                  Y   Certified
## 6810      15079.4200         Year                  Y   Certified
## 6811      35544.7900         Year                  Y   Certified
## 6812      16452.1200         Year                  Y   Certified
## 6813      78053.3300         Year                  Y   Certified
## 6814      46439.2700         Year                  Y   Certified
## 6815        217.2719         Hour                  N   Certified
## 6816     138479.3800         Year                  Y   Certified
## 6817      93456.1900         Year                  Y      Denied
## 6818     115988.6700         Year                  Y      Denied
## 6819      98156.9300         Year                  Y   Certified
## 6820      61816.8500         Year                  Y   Certified
## 6821      93930.2500         Year                  Y   Certified
## 6822     123963.2200         Year                  Y      Denied
## 6823     107534.1600         Year                  Y   Certified
## 6824      33529.4100         Year                  Y   Certified
## 6825     145836.5600         Year                  Y      Denied
## 6826        445.7888         Hour                  Y   Certified
## 6827      18998.7300         Year                  Y   Certified
## 6828      15656.5200         Year                  N   Certified
## 6829      94270.2400         Year                  Y      Denied
## 6830      73317.2100         Year                  Y   Certified
## 6831     102403.5600         Year                  Y      Denied
## 6832      73539.2900         Year                  Y   Certified
## 6833      30452.7000         Year                  Y      Denied
## 6834     117485.6500         Week                  Y      Denied
## 6835      25666.2000         Year                  Y   Certified
## 6836      87473.6000         Week                  Y   Certified
## 6837      44593.8600         Year                  Y      Denied
## 6838     106592.0600         Year                  N   Certified
## 6839     113137.6900         Year                  Y   Certified
## 6840     128150.2500         Year                  Y   Certified
## 6841      72313.3800         Year                  Y   Certified
## 6842     124709.1900         Year                  Y   Certified
## 6843      88816.2800         Year                  Y   Certified
## 6844      27744.6000         Year                  Y   Certified
## 6845      57865.5900         Year                  Y   Certified
## 6846      56825.4600         Year                  Y   Certified
## 6847        961.1867         Hour                  Y      Denied
## 6848     111339.6900         Year                  Y   Certified
## 6849     111878.9400         Year                  Y   Certified
## 6850      39505.5500         Week                  Y   Certified
## 6851     117361.9100         Year                  Y      Denied
## 6852     102942.5400         Year                  Y   Certified
## 6853      93340.5400         Year                  N   Certified
## 6854      38764.0700         Year                  Y      Denied
## 6855      41649.3600         Year                  Y   Certified
## 6856        207.1837         Hour                  Y      Denied
## 6857      30868.9000         Year                  Y      Denied
## 6858       3206.2800         Year                  Y   Certified
## 6859     135319.4800         Year                  Y      Denied
## 6860        153.4356         Hour                  Y      Denied
## 6861      44534.7300         Year                  Y      Denied
## 6862      14628.3000         Year                  Y   Certified
## 6863     150980.6500         Year                  Y   Certified
## 6864      84662.3600         Year                  Y   Certified
## 6865      58895.9300         Year                  Y   Certified
## 6866      43281.3600         Year                  Y   Certified
## 6867      21303.2600         Year                  Y   Certified
## 6868      19100.8900         Year                  Y   Certified
## 6869      70573.4300         Year                  N   Certified
## 6870      56812.4800         Year                  Y   Certified
## 6871      42710.9600         Year                  Y   Certified
## 6872     105223.1700         Year                  Y   Certified
## 6873      34928.6100         Year                  Y   Certified
## 6874      89542.7800         Year                  Y   Certified
## 6875      82852.9200         Year                  Y   Certified
## 6876      88558.5300         Year                  Y      Denied
## 6877      27257.5400         Year                  Y   Certified
## 6878     271409.4400         Year                  Y   Certified
## 6879      38431.1900         Year                  Y      Denied
## 6880      47955.6300         Year                  Y   Certified
## 6881     232792.9300         Year                  N   Certified
## 6882      29739.5200         Year                  Y   Certified
## 6883     104672.3700         Year                  Y      Denied
## 6884      56347.5600         Year                  Y      Denied
## 6885     259097.5500         Year                  Y   Certified
## 6886      85113.8500         Year                  Y   Certified
## 6887     135200.0200         Week                  Y   Certified
## 6888        403.7631         Hour                  Y   Certified
## 6889      11575.4800         Year                  Y   Certified
## 6890      96962.7900         Year                  Y      Denied
## 6891     101874.5100         Year                  Y   Certified
## 6892      66386.7800         Year                  Y   Certified
## 6893      56461.1100         Year                  Y   Certified
## 6894      85257.8500         Year                  N   Certified
## 6895      64859.1500         Year                  Y   Certified
## 6896      70145.4200         Year                  Y   Certified
## 6897      48633.6500         Year                  Y   Certified
## 6898      69332.6600         Year                  Y   Certified
## 6899      15129.4300         Year                  Y   Certified
## 6900      94763.1500         Year                  Y      Denied
## 6901      57521.3400         Year                  Y      Denied
## 6902     100988.5100         Year                  N   Certified
## 6903      58458.5900         Year                  Y   Certified
## 6904      79352.4600         Year                  Y   Certified
## 6905     110082.9100         Year                  Y   Certified
## 6906      24291.5000         Year                  Y      Denied
## 6907      70420.6800         Year                  Y   Certified
## 6908     109641.6000         Year                  Y   Certified
## 6909      14104.7000         Year                  Y   Certified
## 6910      44014.0900         Year                  N   Certified
## 6911      30220.2300         Year                  Y      Denied
## 6912      39445.9500         Year                  Y   Certified
## 6913      74890.8100         Year                  Y   Certified
## 6914      60948.1500         Year                  Y   Certified
## 6915      29887.3000         Year                  Y   Certified
## 6916     183053.9300         Year                  Y      Denied
## 6917     116941.0200         Year                  N      Denied
## 6918      46998.6800         Year                  Y   Certified
## 6919      31298.6100         Year                  Y      Denied
## 6920      96142.6600         Year                  Y   Certified
## 6921      16446.6000         Year                  Y   Certified
## 6922     100800.0100         Year                  N   Certified
## 6923      83232.1700         Year                  Y   Certified
## 6924        142.8200         Hour                  Y   Certified
## 6925      34766.2500         Year                  Y   Certified
## 6926      91335.0800         Year                  Y   Certified
## 6927     113753.5900         Year                  Y   Certified
## 6928      82468.8600         Year                  Y      Denied
## 6929        517.2710         Hour                  Y   Certified
## 6930      68941.1000         Year                  Y   Certified
## 6931     103959.1300         Year                  Y   Certified
## 6932      88684.8700         Year                  Y   Certified
## 6933      90017.0200         Year                  Y      Denied
## 6934      75867.0900         Year                  Y   Certified
## 6935     125954.2100         Year                  Y   Certified
## 6936      26119.6000         Year                  Y      Denied
## 6937     104011.5200         Year                  Y   Certified
## 6938      59128.2800         Year                  Y   Certified
## 6939     113749.6300         Week                  Y   Certified
## 6940      63996.0500         Year                  Y   Certified
## 6941      80151.7100         Year                  N   Certified
## 6942     102772.7700         Year                  Y   Certified
## 6943      76176.1700         Year                  N      Denied
## 6944      90353.7800         Year                  Y   Certified
## 6945     182593.1500         Year                  N   Certified
## 6946      55491.5800         Year                  Y   Certified
## 6947      85003.7700         Year                  Y   Certified
## 6948        490.1568         Hour                  Y      Denied
## 6949       6942.4000         Year                  Y   Certified
## 6950      72974.5800         Year                  Y   Certified
## 6951      75617.3900         Year                  Y   Certified
## 6952     129704.9500         Year                  Y   Certified
## 6953      22684.1300         Year                  Y   Certified
## 6954      49829.9600         Year                  Y      Denied
## 6955      79679.2600         Year                  Y   Certified
## 6956      44919.8600         Year                  Y   Certified
## 6957        104.7700         Hour                  Y      Denied
## 6958      56574.4100         Year                  Y   Certified
## 6959      30424.6400         Year                  Y      Denied
## 6960      89820.6000         Year                  Y   Certified
## 6961      70223.3600         Year                  Y   Certified
## 6962        210.5073         Hour                  Y   Certified
## 6963      85910.3300         Year                  Y      Denied
## 6964      81611.8900         Year                  Y   Certified
## 6965      58322.0900         Year                  Y   Certified
## 6966      57231.0300         Year                  Y      Denied
## 6967      62878.7800         Year                  Y   Certified
## 6968      81573.3600         Year                  Y      Denied
## 6969      32576.4700         Year                  N   Certified
## 6970      60190.7300         Year                  Y   Certified
## 6971     122293.1900         Year                  Y   Certified
## 6972     106075.9600         Year                  Y   Certified
## 6973      86310.5700         Year                  Y      Denied
## 6974      51551.2200         Year                  Y      Denied
## 6975      44321.7600         Year                  N      Denied
## 6976     131322.0900         Year                  Y      Denied
## 6977       5163.6700         Year                  Y   Certified
## 6978      26851.3600         Year                  Y      Denied
## 6979      50132.3800         Year                  Y   Certified
## 6980        100.0100         Hour                  Y   Certified
## 6981      19194.7900         Year                  Y      Denied
## 6982       4502.9800         Year                  Y   Certified
## 6983     115047.0700         Year                  Y   Certified
## 6984     122239.8800         Week                  Y   Certified
## 6985      61055.7600         Year                  Y   Certified
## 6986     111075.9700         Year                  Y   Certified
## 6987      67475.6300         Year                  N      Denied
## 6988     249339.5200         Year                  Y   Certified
## 6989      80150.7800         Year                  Y   Certified
## 6990     238893.9100         Year                  Y   Certified
## 6991     100240.4200         Year                  N      Denied
## 6992     150218.4600         Year                  N   Certified
## 6993     104484.7500         Year                  Y   Certified
## 6994       4144.8200         Year                  Y   Certified
## 6995     127429.3200         Year                  Y   Certified
## 6996      54293.2900         Year                  Y   Certified
## 6997     113548.2100         Year                  Y   Certified
## 6998      33558.3900         Year                  Y   Certified
## 6999     121336.8800         Year                  Y   Certified
## 7000        386.1515         Hour                  Y      Denied
## 7001      43866.4000         Year                  Y      Denied
## 7002     149824.6800         Year                  Y   Certified
## 7003      81046.0700         Year                  Y      Denied
## 7004     113687.6100         Year                  Y   Certified
## 7005     114008.1300         Year                  Y      Denied
## 7006     147042.7500         Year                  Y   Certified
## 7007        499.2207         Hour                  Y      Denied
## 7008         30.6131         Hour                  Y      Denied
## 7009      60142.3000         Year                  N      Denied
## 7010      51142.1400         Year                  Y   Certified
## 7011      22804.7700         Year                  Y   Certified
## 7012      75313.7700         Year                  N      Denied
## 7013        807.5226         Hour                  Y   Certified
## 7014      79032.5900         Year                  Y   Certified
## 7015      12567.8500         Year                  Y      Denied
## 7016     234406.3600         Week                  Y   Certified
## 7017     133816.7600         Year                  N   Certified
## 7018      11877.3100         Year                  Y      Denied
## 7019      29538.1500         Year                  Y   Certified
## 7020        225.4865         Hour                  Y   Certified
## 7021      33650.1200         Year                  Y   Certified
## 7022     135983.5800         Year                  Y      Denied
## 7023      13148.4000         Year                  Y      Denied
## 7024      21545.3700         Year                  Y      Denied
## 7025      40732.5400         Year                  Y      Denied
## 7026      74315.4100         Year                  Y      Denied
## 7027     121474.9700         Year                  Y   Certified
## 7028     117783.7800         Year                  Y      Denied
## 7029     100702.8900         Year                  Y      Denied
## 7030     100173.9300         Year                  Y   Certified
## 7031        158.4000         Hour                  Y      Denied
## 7032      85739.8500         Year                  Y   Certified
## 7033      82929.5600         Year                  Y   Certified
## 7034        756.9234         Hour                  Y   Certified
## 7035      44688.3700         Year                  Y      Denied
## 7036      43586.5000         Year                  Y      Denied
## 7037      80035.6900         Year                  Y   Certified
## 7038      57331.3600         Year                  Y   Certified
## 7039     150580.2800         Year                  N   Certified
## 7040      16933.1000         Year                  Y   Certified
## 7041      27241.1800         Year                  Y      Denied
## 7042        145.7200         Hour                  Y   Certified
## 7043      12774.1400         Year                  Y      Denied
## 7044      33722.9400         Year                  Y      Denied
## 7045      75902.1000         Year                  Y   Certified
## 7046      80383.5500         Year                  Y      Denied
## 7047      18965.1200         Year                  Y   Certified
## 7048      81614.2500         Year                  Y   Certified
## 7049      58701.7600         Year                  N   Certified
## 7050     155538.8100         Year                  N   Certified
## 7051     115586.7400         Year                  N   Certified
## 7052        459.6712         Hour                  Y   Certified
## 7053      92949.7300         Year                  Y   Certified
## 7054     128404.6000         Year                  Y   Certified
## 7055      54159.4300         Year                  N   Certified
## 7056      53668.6500         Year                  Y   Certified
## 7057     154682.5300         Year                  N   Certified
## 7058      58657.3600         Year                  Y   Certified
## 7059     150178.1500         Year                  Y   Certified
## 7060      35949.4500         Year                  Y      Denied
## 7061      81971.3400         Year                  Y   Certified
## 7062      37316.4700         Year                  N   Certified
## 7063      86795.5300         Year                  Y   Certified
## 7064      56716.2900         Year                  Y   Certified
## 7065     115195.7600         Year                  Y   Certified
## 7066      89517.7100         Year                  Y   Certified
## 7067         11.8704         Hour                  Y      Denied
## 7068      81977.3000         Year                  Y   Certified
## 7069     101205.1600         Year                  Y      Denied
## 7070      95783.5800         Year                  Y   Certified
## 7071      65132.8500         Year                  Y   Certified
## 7072      73724.8000         Year                  Y      Denied
## 7073      51284.8400         Year                  Y      Denied
## 7074      25999.0000         Year                  Y   Certified
## 7075      78187.1800         Year                  Y   Certified
## 7076      81888.8100         Year                  N   Certified
## 7077        718.6797         Hour                  Y   Certified
## 7078      21099.2200         Year                  Y      Denied
## 7079     177596.1300         Year                  N      Denied
## 7080      12514.4600         Year                  Y   Certified
## 7081      13582.8800         Year                  Y   Certified
## 7082     104718.0900         Year                  Y   Certified
## 7083      32740.4300         Year                  Y   Certified
## 7084      77321.2200         Year                  Y      Denied
## 7085         95.7322         Hour                  Y   Certified
## 7086     199655.6300         Year                  Y   Certified
## 7087        147.2200         Hour                  Y      Denied
## 7088      83268.5100         Year                  Y   Certified
## 7089     124435.4700         Week                  Y   Certified
## 7090     253915.9600         Year                  N      Denied
## 7091     112107.8000         Year                  Y   Certified
## 7092       4291.2800         Year                  Y      Denied
## 7093      45823.7300         Year                  Y   Certified
## 7094      10277.3000         Year                  Y   Certified
## 7095      18433.2500         Year                  Y   Certified
## 7096      86267.3000         Year                  Y   Certified
## 7097      78014.3500         Year                  Y      Denied
## 7098     103929.2400         Year                  Y   Certified
## 7099      96445.5800         Year                  Y   Certified
## 7100     112592.5500         Year                  Y   Certified
## 7101     120298.6800         Year                  Y      Denied
## 7102      69148.4900         Year                  Y   Certified
## 7103     113675.8400         Year                  Y   Certified
## 7104      86205.7300         Year                  Y      Denied
## 7105     135252.3100         Year                  Y   Certified
## 7106        221.7840         Hour                  Y      Denied
## 7107      55895.4900         Year                  Y      Denied
## 7108        505.8025         Hour                  Y   Certified
## 7109      58313.5800         Year                  Y   Certified
## 7110        121.1100         Hour                  Y   Certified
## 7111      74811.3500         Year                  N   Certified
## 7112      77472.1400         Year                  Y   Certified
## 7113        305.6728         Hour                  Y      Denied
## 7114      52162.0000         Year                  N   Certified
## 7115       2216.3200         Year                  Y   Certified
## 7116      18887.2900         Year                  N   Certified
## 7117     174313.3900         Year                  N   Certified
## 7118      69426.0400         Year                  Y      Denied
## 7119     140202.0400         Year                  Y   Certified
## 7120      20169.9000         Year                  Y      Denied
## 7121     113658.6900         Year                  Y   Certified
## 7122      46047.5000         Year                  Y   Certified
## 7123     113469.0400         Year                  N   Certified
## 7124     105831.0500         Year                  N      Denied
## 7125      59194.8700         Year                  Y   Certified
## 7126      45368.8500         Year                  Y      Denied
## 7127     147083.7900         Year                  Y   Certified
## 7128         69.6449         Hour                  Y   Certified
## 7129     143793.9900         Year                  Y   Certified
## 7130      73095.1000         Year                  Y   Certified
## 7131     103819.7000         Year                  Y      Denied
## 7132      60708.2600         Year                  N   Certified
## 7133      84376.2000         Year                  Y   Certified
## 7134       6589.7200         Year                  N   Certified
## 7135      95424.1300         Year                  Y   Certified
## 7136     102284.9000         Year                  Y   Certified
## 7137        814.0594         Hour                  Y   Certified
## 7138     116583.5800         Year                  Y   Certified
## 7139     115205.0700         Year                  N   Certified
## 7140     118999.7800         Year                  Y      Denied
## 7141      86942.6700         Year                  Y   Certified
## 7142      59439.6500         Year                  Y   Certified
## 7143      67911.5900         Year                  Y      Denied
## 7144     100581.3400         Year                  Y      Denied
## 7145     112538.4300         Year                  N   Certified
## 7146         57.9863         Hour                  Y   Certified
## 7147     238078.8700         Year                  Y   Certified
## 7148     108691.9300         Year                  Y   Certified
## 7149     102680.8000         Year                  Y   Certified
## 7150     127288.2500         Year                  N   Certified
## 7151       2865.1900         Year                  Y      Denied
## 7152     143886.0200         Year                  Y   Certified
## 7153        615.3414         Hour                  Y      Denied
## 7154      16025.3600         Year                  Y   Certified
## 7155      57638.3600         Year                  Y   Certified
## 7156     132039.9800         Year                  Y   Certified
## 7157       8575.2300         Year                  Y   Certified
## 7158     108017.9900         Year                  Y   Certified
## 7159     119987.2800         Year                  Y   Certified
## 7160     139666.1500         Year                  Y      Denied
## 7161      95509.3400         Year                  Y   Certified
## 7162     153485.1200         Year                  Y      Denied
## 7163     128758.3900         Year                  Y   Certified
## 7164      78239.0300         Year                  Y      Denied
## 7165        463.3112         Hour                  Y   Certified
## 7166     145074.6700         Year                  Y   Certified
## 7167      90522.6200         Year                  Y   Certified
## 7168     104652.7500         Year                  Y      Denied
## 7169      76214.4800         Year                  Y   Certified
## 7170      92411.3500         Year                  Y   Certified
## 7171      44126.9100         Year                  Y      Denied
## 7172      72352.3400         Year                  Y   Certified
## 7173      93560.1200         Year                  Y   Certified
## 7174      54955.7200         Year                  Y   Certified
## 7175     152011.5500         Year                  Y   Certified
## 7176      65985.9000         Year                  Y   Certified
## 7177        523.6527         Hour                  Y      Denied
## 7178      24276.7700         Year                  Y   Certified
## 7179        399.4489         Hour                  Y   Certified
## 7180      24022.8700         Year                  Y   Certified
## 7181     231936.2900         Year                  Y   Certified
## 7182     131792.9900         Year                  Y      Denied
## 7183     117109.7500         Year                  Y   Certified
## 7184      87111.6100         Year                  Y   Certified
## 7185      99564.8300         Year                  Y   Certified
## 7186       8968.8100         Year                  Y      Denied
## 7187     118042.2000         Year                  Y   Certified
## 7188     144755.6000         Year                  Y   Certified
## 7189     159772.0200         Year                  Y   Certified
## 7190      42608.5000         Year                  Y   Certified
## 7191      63326.9900         Year                  Y   Certified
## 7192     115517.7200         Year                  N   Certified
## 7193      28813.9700        Month                  Y   Certified
## 7194      82130.0700         Year                  Y   Certified
## 7195      64897.0300         Year                  Y      Denied
## 7196      30705.8500         Year                  Y      Denied
## 7197      31145.4000         Year                  N   Certified
## 7198     111290.0700         Year                  Y   Certified
## 7199     139660.2600         Year                  Y   Certified
## 7200     128600.8700         Year                  Y      Denied
## 7201      55841.9800         Year                  Y      Denied
## 7202      27826.1300         Year                  Y   Certified
## 7203      57615.0900         Year                  Y      Denied
## 7204      74848.0200         Week                  Y      Denied
## 7205     167375.0900         Year                  N   Certified
## 7206     110675.5200         Year                  Y      Denied
## 7207      16027.5300         Year                  Y   Certified
## 7208     106409.8200         Year                  Y   Certified
## 7209     196282.0200         Year                  Y   Certified
## 7210     174657.0700         Year                  Y   Certified
## 7211      49817.2100         Year                  Y      Denied
## 7212      77171.7500         Year                  Y   Certified
## 7213     114194.4300         Year                  Y   Certified
## 7214      20136.5200         Year                  Y   Certified
## 7215      74957.1400         Year                  Y   Certified
## 7216        680.9274         Hour                  Y      Denied
## 7217      99514.5000         Year                  Y   Certified
## 7218      81180.7300         Year                  Y   Certified
## 7219      10200.7900         Year                  Y   Certified
## 7220     111985.4600         Week                  Y   Certified
## 7221      54033.4000         Year                  Y   Certified
## 7222     187808.2800         Year                  Y   Certified
## 7223      99942.7900         Year                  Y   Certified
## 7224      38907.1300         Year                  Y   Certified
## 7225     141435.9500         Year                  Y   Certified
## 7226      22217.7700         Year                  Y   Certified
## 7227      80838.1800         Year                  Y   Certified
## 7228      30564.5000         Year                  Y   Certified
## 7229      52726.4700         Year                  Y   Certified
## 7230      45205.1500         Year                  Y      Denied
## 7231     118802.0800         Year                  Y      Denied
## 7232     101734.3900         Year                  Y   Certified
## 7233      69739.0700         Year                  Y   Certified
## 7234     132996.8900         Year                  Y   Certified
## 7235        847.4413         Hour                  Y   Certified
## 7236     128008.3000         Year                  Y   Certified
## 7237      17039.4400         Year                  Y   Certified
## 7238      78524.3300         Year                  Y   Certified
## 7239     143129.1000         Year                  Y   Certified
## 7240     142934.1800         Year                  N   Certified
## 7241      51025.8900         Year                  Y   Certified
## 7242      90925.9200         Year                  Y   Certified
## 7243      95806.2200         Year                  N   Certified
## 7244        705.3218         Hour                  Y      Denied
## 7245      89894.4700         Year                  N   Certified
## 7246      72615.1700         Year                  Y      Denied
## 7247       7034.1400         Year                  Y      Denied
## 7248     138356.2700         Year                  N   Certified
## 7249        986.5337         Hour                  Y   Certified
## 7250     120461.9900         Year                  Y   Certified
## 7251      72873.8900         Year                  Y   Certified
## 7252      53961.4300         Year                  Y   Certified
## 7253     127892.9600         Year                  Y   Certified
## 7254      60764.8600         Year                  Y      Denied
## 7255     160556.2000         Year                  Y      Denied
## 7256     222457.5100         Year                  Y   Certified
## 7257      23565.4300         Year                  Y   Certified
## 7258     118126.0800         Year                  Y   Certified
## 7259     131309.0800         Year                  N      Denied
## 7260        233.7907         Hour                  Y      Denied
## 7261      81054.8500         Year                  N   Certified
## 7262      44899.2400         Year                  Y   Certified
## 7263      32125.1200         Year                  Y      Denied
## 7264     139413.4600         Year                  Y      Denied
## 7265     110763.3400         Year                  N   Certified
## 7266      60950.0700         Year                  Y      Denied
## 7267      70343.7100         Year                  Y      Denied
## 7268      51160.9300         Year                  N   Certified
## 7269      53770.0000         Year                  Y   Certified
## 7270        204.6484         Hour                  Y   Certified
## 7271      51003.3100         Year                  Y      Denied
## 7272       6287.7600         Year                  Y      Denied
## 7273      19470.2300         Year                  Y   Certified
## 7274      54306.3500         Year                  Y   Certified
## 7275      61119.4700         Year                  N   Certified
## 7276      16387.5900         Year                  Y   Certified
## 7277      88745.1600         Year                  N      Denied
## 7278      85842.6200         Year                  Y   Certified
## 7279        574.5500         Year                  Y   Certified
## 7280       5561.4100         Year                  N      Denied
## 7281     180066.4400         Year                  Y   Certified
## 7282      58488.5000         Year                  Y      Denied
## 7283      54808.9000         Year                  Y   Certified
## 7284      86475.8600         Year                  Y   Certified
## 7285        488.9859         Hour                  Y      Denied
## 7286     108401.6600         Year                  Y   Certified
## 7287      36504.7000         Year                  Y      Denied
## 7288      85015.6500         Year                  N   Certified
## 7289        228.6246         Hour                  Y      Denied
## 7290     149404.1800         Year                  N   Certified
## 7291        130.2900         Hour                  Y      Denied
## 7292     143572.6200         Year                  Y      Denied
## 7293      53318.5700         Year                  Y   Certified
## 7294     100353.5600         Year                  Y   Certified
## 7295     116908.8500         Year                  Y   Certified
## 7296     153115.7300         Year                  Y   Certified
## 7297      17132.7200         Year                  Y   Certified
## 7298        250.7276         Hour                  Y      Denied
## 7299      79905.3000         Year                  Y      Denied
## 7300      96764.9100         Year                  Y      Denied
## 7301      99542.2100         Year                  Y      Denied
## 7302      53718.4100         Year                  N   Certified
## 7303      47862.7600         Year                  Y   Certified
## 7304      23734.7500         Year                  Y   Certified
## 7305      72112.7400         Year                  Y   Certified
## 7306      64776.2300         Year                  Y      Denied
## 7307       1222.9100         Year                  Y   Certified
## 7308        424.5090         Hour                  Y   Certified
## 7309     123330.2000         Year                  Y   Certified
## 7310      37769.8700         Year                  Y   Certified
## 7311        352.4315         Hour                  Y   Certified
## 7312       6890.1800         Year                  Y   Certified
## 7313      90318.4600         Year                  Y   Certified
## 7314      20532.7000         Year                  Y   Certified
## 7315      91969.5600         Year                  Y      Denied
## 7316     109467.0900         Year                  Y   Certified
## 7317      96289.7200         Year                  Y   Certified
## 7318     140961.1300         Year                  Y   Certified
## 7319     115005.6100         Year                  Y   Certified
## 7320      85671.0400         Year                  Y      Denied
## 7321      42530.4200         Year                  Y   Certified
## 7322      28113.9400         Year                  Y   Certified
## 7323     105327.3900         Year                  Y   Certified
## 7324     122051.0400         Year                  Y   Certified
## 7325      47428.5800         Year                  Y   Certified
## 7326     107461.2100         Year                  Y   Certified
## 7327     157777.8900         Year                  Y   Certified
## 7328      28716.3500         Year                  Y   Certified
## 7329     117617.9500         Year                  Y      Denied
## 7330      99965.1800         Year                  Y   Certified
## 7331     100345.7200         Year                  N   Certified
## 7332     117316.6400         Year                  Y   Certified
## 7333      11641.4000         Year                  Y   Certified
## 7334     156366.1000         Year                  Y   Certified
## 7335     117117.2100         Year                  Y   Certified
## 7336     114774.5800         Year                  Y      Denied
## 7337      53884.0300         Year                  Y   Certified
## 7338      79713.9900         Year                  Y   Certified
## 7339     114646.6900         Year                  Y   Certified
## 7340      47102.6400         Year                  Y   Certified
## 7341     195534.1800         Year                  Y      Denied
## 7342      16800.9800         Year                  Y   Certified
## 7343     134595.2100         Year                  Y   Certified
## 7344     126744.9600         Year                  Y      Denied
## 7345      80917.1000         Year                  Y      Denied
## 7346       6143.6600         Year                  Y   Certified
## 7347      12786.1300         Year                  Y   Certified
## 7348      72311.4600         Year                  N   Certified
## 7349      50777.1400         Year                  Y   Certified
## 7350      14549.1200         Year                  Y   Certified
## 7351        452.0370         Hour                  Y      Denied
## 7352     100807.3800         Year                  Y   Certified
## 7353         38.4261         Hour                  Y      Denied
## 7354      91675.7500         Year                  Y      Denied
## 7355      74753.3300         Year                  Y   Certified
## 7356      34601.8800         Year                  Y   Certified
## 7357     164447.0200         Year                  Y      Denied
## 7358     110466.8500         Year                  N   Certified
## 7359     109531.2700         Year                  Y   Certified
## 7360      78476.8300         Year                  Y   Certified
## 7361      59087.2700         Year                  Y   Certified
## 7362     115472.0700         Year                  Y   Certified
## 7363      85850.9800         Year                  Y   Certified
## 7364      70194.2600         Year                  Y   Certified
## 7365      51212.0700         Year                  Y   Certified
## 7366     110450.4700         Year                  Y      Denied
## 7367     110364.0000         Year                  Y   Certified
## 7368     100154.3500         Year                  Y      Denied
## 7369      31168.4100         Year                  Y   Certified
## 7370      70191.5200         Year                  Y   Certified
## 7371       5050.0200         Year                  N      Denied
## 7372     113688.0700         Year                  Y   Certified
## 7373     140986.2800         Year                  Y   Certified
## 7374      58972.1800         Year                  Y   Certified
## 7375     255626.7200         Year                  N   Certified
## 7376     216445.8200         Year                  Y   Certified
## 7377      48597.7500         Year                  Y      Denied
## 7378     140561.5600         Year                  N   Certified
## 7379      37844.5900         Year                  Y      Denied
## 7380     247602.3600         Year                  Y   Certified
## 7381      68700.7400         Year                  Y   Certified
## 7382      33336.0300         Year                  Y   Certified
## 7383      72036.8000         Year                  Y   Certified
## 7384     215399.9900         Year                  N      Denied
## 7385     110665.9400         Year                  Y   Certified
## 7386      39935.8500         Year                  Y   Certified
## 7387      89536.0000         Year                  Y   Certified
## 7388      43406.7900         Year                  Y   Certified
## 7389     114270.3000         Year                  Y   Certified
## 7390      83706.5300         Year                  Y   Certified
## 7391      60746.1100         Year                  Y   Certified
## 7392      13308.9700         Year                  Y   Certified
## 7393      63253.4400         Year                  Y   Certified
## 7394     163013.5900         Year                  Y   Certified
## 7395     129585.9800         Year                  Y   Certified
## 7396      64533.8100         Year                  Y   Certified
## 7397      13274.3300         Year                  Y   Certified
## 7398       9659.5200         Year                  Y   Certified
## 7399        117.4200         Hour                  Y   Certified
## 7400      79657.8600         Year                  Y      Denied
## 7401      60662.2100         Year                  Y   Certified
## 7402      83502.6600         Year                  Y   Certified
## 7403     157430.6100         Year                  Y   Certified
## 7404      44077.4600         Year                  Y      Denied
## 7405      54889.5300         Year                  Y   Certified
## 7406      41589.6900         Year                  Y      Denied
## 7407      91225.1900         Year                  Y   Certified
## 7408      49711.3000         Year                  N   Certified
## 7409      89075.7500         Year                  Y   Certified
## 7410      32429.6700         Year                  Y   Certified
## 7411         68.5833         Hour                  Y      Denied
## 7412     140896.1000         Year                  Y      Denied
## 7413      18350.8100         Year                  N   Certified
## 7414      71363.0300         Year                  Y   Certified
## 7415     115802.8800         Year                  Y   Certified
## 7416      44022.4800         Year                  N   Certified
## 7417        401.5855         Hour                  Y      Denied
## 7418       6045.6600         Year                  Y   Certified
## 7419      35171.4800         Year                  Y      Denied
## 7420      83243.6500         Year                  Y   Certified
## 7421       3396.4100         Year                  Y      Denied
## 7422      58253.1100         Year                  Y   Certified
## 7423     131304.2900         Year                  Y      Denied
## 7424      88514.1300         Year                  Y      Denied
## 7425     153555.5300         Year                  N   Certified
## 7426     123597.5900         Year                  Y      Denied
## 7427     163587.9200         Year                  Y   Certified
## 7428     227360.2300         Year                  Y      Denied
## 7429      54538.9000         Year                  Y   Certified
## 7430     114417.9300         Year                  Y   Certified
## 7431     102492.0800         Year                  Y      Denied
## 7432      78726.1700         Year                  Y   Certified
## 7433      69851.5000         Year                  N      Denied
## 7434     146760.9800         Year                  Y   Certified
## 7435      51617.2500         Year                  Y   Certified
## 7436     100756.7200         Year                  Y      Denied
## 7437        328.9246         Hour                  Y      Denied
## 7438      22403.5700         Year                  Y   Certified
## 7439      41415.3600         Year                  Y      Denied
## 7440      35573.2700         Year                  Y   Certified
## 7441      47822.2200         Year                  Y   Certified
## 7442     133821.8700         Year                  N      Denied
## 7443      15284.2300         Year                  Y   Certified
## 7444        133.3300         Hour                  Y      Denied
## 7445      50246.6300         Year                  Y      Denied
## 7446       6579.3300         Year                  Y      Denied
## 7447     284328.9600         Year                  N   Certified
## 7448     131310.9600         Year                  N   Certified
## 7449      41743.9500         Year                  Y      Denied
## 7450      20844.0400         Year                  Y   Certified
## 7451     105562.3500         Year                  Y      Denied
## 7452     135104.5000         Year                  Y   Certified
## 7453      76269.2700         Year                  Y      Denied
## 7454     101797.5300         Year                  Y      Denied
## 7455     171819.5400         Year                  Y   Certified
## 7456      54095.2800         Year                  Y   Certified
## 7457      82887.7800         Year                  Y   Certified
## 7458     110855.6200         Year                  Y      Denied
## 7459      50485.1000         Year                  Y   Certified
## 7460      59260.3700         Year                  Y   Certified
## 7461      59639.5400         Year                  Y   Certified
## 7462      69222.4500         Year                  Y   Certified
## 7463      61562.8500         Year                  Y      Denied
## 7464      63208.7600         Year                  Y   Certified
## 7465      76638.7200         Year                  Y      Denied
## 7466      64640.1100         Year                  Y   Certified
## 7467      41063.2100         Year                  Y   Certified
## 7468      58332.4800         Year                  Y   Certified
## 7469      24353.4200         Year                  Y   Certified
## 7470      78137.7500         Year                  Y   Certified
## 7471       6897.9400         Year                  Y   Certified
## 7472      49865.1900         Year                  Y      Denied
## 7473     118355.0800         Year                  Y   Certified
## 7474        260.6671         Hour                  Y   Certified
## 7475      39280.1100         Year                  Y   Certified
## 7476     139144.0500         Year                  Y   Certified
## 7477     126622.4700         Year                  Y   Certified
## 7478      38550.6400         Year                  Y   Certified
## 7479      75843.6400         Year                  Y   Certified
## 7480     106782.9700         Year                  Y   Certified
## 7481      35641.8000         Year                  Y      Denied
## 7482      31374.8800         Year                  Y   Certified
## 7483      32300.1900         Year                  Y   Certified
## 7484      75476.8700         Year                  Y   Certified
## 7485     108522.2800         Year                  Y      Denied
## 7486     128852.6100         Year                  Y   Certified
## 7487     104060.5800         Year                  Y   Certified
## 7488     123417.8700         Year                  Y   Certified
## 7489      50758.4100         Year                  Y   Certified
## 7490      47479.6100         Year                  Y   Certified
## 7491     118009.2500         Year                  N   Certified
## 7492      40830.0500         Year                  Y   Certified
## 7493      98967.1600         Year                  Y   Certified
## 7494      75922.0800         Year                  N   Certified
## 7495     130318.3000         Year                  N   Certified
## 7496     219351.8900         Year                  Y   Certified
## 7497     115700.8000         Year                  Y      Denied
## 7498     248137.0500         Year                  Y   Certified
## 7499       5273.6300         Year                  N   Certified
## 7500       3025.5600         Year                  Y   Certified
## 7501      76814.4800         Year                  Y   Certified
## 7502        385.7960         Hour                  Y      Denied
## 7503        176.7600         Hour                  Y      Denied
## 7504        301.6979         Hour                  Y   Certified
## 7505      47190.9700         Year                  Y      Denied
## 7506       2183.2300         Week                  Y   Certified
## 7507      94152.5000         Year                  Y   Certified
## 7508      18551.0000         Year                  Y      Denied
## 7509      35968.5600         Year                  Y   Certified
## 7510     112156.3400         Year                  Y   Certified
## 7511      71734.6600         Year                  Y   Certified
## 7512      73964.5300         Year                  Y   Certified
## 7513       9113.9200         Year                  Y   Certified
## 7514      45382.2400         Year                  Y   Certified
## 7515      24198.9800         Year                  N   Certified
## 7516      23930.8000         Year                  Y      Denied
## 7517     109193.6300         Year                  Y   Certified
## 7518        656.3975         Hour                  Y   Certified
## 7519     141595.6800         Year                  Y   Certified
## 7520      71022.9600         Year                  Y   Certified
## 7521        323.7899         Hour                  Y   Certified
## 7522     146104.9300         Year                  Y      Denied
## 7523       9415.1200         Year                  Y      Denied
## 7524      63013.2800         Year                  Y      Denied
## 7525      55912.9500         Year                  Y   Certified
## 7526      83956.4000         Year                  Y   Certified
## 7527     124947.5100         Year                  Y      Denied
## 7528     137315.8600         Year                  N   Certified
## 7529      22472.0700         Year                  Y   Certified
## 7530     122963.1200         Year                  Y   Certified
## 7531         89.4706         Hour                  Y   Certified
## 7532      64357.5800         Year                  Y   Certified
## 7533        703.3133         Hour                  Y      Denied
## 7534      55548.0900         Year                  Y   Certified
## 7535      99324.1200         Year                  Y   Certified
## 7536      90722.0400         Year                  Y      Denied
## 7537      50740.8100         Year                  Y   Certified
## 7538      94382.7500         Year                  Y   Certified
## 7539        113.2300         Hour                  Y   Certified
## 7540      42727.5900         Year                  Y   Certified
## 7541      53523.8900         Year                  Y      Denied
## 7542      26449.7400         Year                  Y   Certified
## 7543      81057.9400         Year                  Y   Certified
## 7544     136671.1800         Year                  Y   Certified
## 7545      91884.6800         Week                  Y      Denied
## 7546     128925.2900         Year                  Y   Certified
## 7547      86541.1700         Year                  Y      Denied
## 7548     100454.7900         Year                  Y   Certified
## 7549     129240.6800         Year                  Y   Certified
## 7550     121327.4200         Year                  Y   Certified
## 7551      80394.5700         Year                  Y   Certified
## 7552      13018.2800         Year                  Y      Denied
## 7553      89982.2300         Year                  Y      Denied
## 7554     137988.0400         Year                  Y   Certified
## 7555        478.3670         Hour                  Y      Denied
## 7556        186.3233         Hour                  Y      Denied
## 7557     115704.9900         Year                  N      Denied
## 7558     205296.7800         Year                  Y      Denied
## 7559     138252.1900         Year                  N      Denied
## 7560      70693.5600         Year                  Y   Certified
## 7561      15453.2700         Year                  Y      Denied
## 7562      74278.1800         Year                  Y   Certified
## 7563      35170.7400         Year                  Y   Certified
## 7564      81391.4900         Year                  Y   Certified
## 7565       9690.9400         Year                  Y      Denied
## 7566        843.5481         Hour                  Y   Certified
## 7567      90466.0100         Year                  N      Denied
## 7568      27984.1700         Year                  Y   Certified
## 7569     103686.0300         Year                  Y   Certified
## 7570        282.1789         Hour                  Y      Denied
## 7571       7861.0900         Year                  Y   Certified
## 7572     118576.1800         Year                  N   Certified
## 7573      67685.0100         Year                  Y      Denied
## 7574        954.1248         Hour                  Y      Denied
## 7575     153798.5200         Year                  Y   Certified
## 7576     160582.3200         Year                  Y   Certified
## 7577      47664.7900         Year                  Y   Certified
## 7578      50190.4300         Year                  N   Certified
## 7579     151117.7900         Year                  Y      Denied
## 7580     126912.7100         Year                  Y   Certified
## 7581     273774.0500         Year                  Y   Certified
## 7582        138.7600         Hour                  Y   Certified
## 7583     141869.7500         Year                  Y   Certified
## 7584     246806.6500         Year                  N   Certified
## 7585      71919.1000         Year                  N   Certified
## 7586      72687.8700         Year                  N   Certified
## 7587     118490.7000         Year                  Y   Certified
## 7588     137914.9900         Year                  Y   Certified
## 7589     106033.4100         Year                  Y      Denied
## 7590      78216.9000         Year                  N      Denied
## 7591      30650.8600         Year                  Y   Certified
## 7592      91857.1600         Year                  Y   Certified
## 7593      12110.8100         Year                  Y   Certified
## 7594      35227.2200         Year                  Y      Denied
## 7595       3145.8300         Year                  N   Certified
## 7596     124511.8600         Year                  Y   Certified
## 7597      55344.7800         Year                  Y   Certified
## 7598      46751.8000         Year                  Y   Certified
## 7599     103135.7300         Year                  N   Certified
## 7600      48009.6600         Year                  Y   Certified
## 7601        109.4800         Hour                  Y   Certified
## 7602      35070.0400         Year                  Y   Certified
## 7603     225816.5600         Year                  Y   Certified
## 7604      27159.9400         Year                  Y   Certified
## 7605     111342.3100         Year                  Y   Certified
## 7606      97517.8800         Year                  N   Certified
## 7607      32165.4900         Year                  Y   Certified
## 7608      40453.0600         Year                  Y      Denied
## 7609     110923.6000         Year                  Y      Denied
## 7610        111.6400         Hour                  Y   Certified
## 7611      75598.1500         Year                  Y   Certified
## 7612      92234.7600         Year                  Y      Denied
## 7613      70358.5900         Year                  Y   Certified
## 7614        206.3000         Hour                  Y   Certified
## 7615      43248.2200         Year                  Y   Certified
## 7616     103029.7900         Year                  Y   Certified
## 7617      15327.1600         Year                  Y      Denied
## 7618     163256.4000         Year                  Y   Certified
## 7619        975.6228         Hour                  Y      Denied
## 7620      21408.5500         Year                  Y      Denied
## 7621      58036.3400         Year                  Y   Certified
## 7622     165626.0700         Year                  Y   Certified
## 7623     140511.7800         Year                  Y      Denied
## 7624      14207.7200         Year                  Y   Certified
## 7625      28099.4600         Year                  N   Certified
## 7626     133413.8100         Year                  N   Certified
## 7627     122284.8200         Year                  Y   Certified
## 7628      96637.0800         Year                  Y   Certified
## 7629     277357.7800         Year                  Y      Denied
## 7630      86080.8100         Year                  Y   Certified
## 7631        662.0821         Hour                  Y      Denied
## 7632     126727.4500         Year                  Y   Certified
## 7633     137297.2900         Year                  Y   Certified
## 7634        737.7518         Hour                  Y   Certified
## 7635      62238.0200         Year                  Y      Denied
## 7636      22484.4700         Year                  Y   Certified
## 7637      78615.4600         Year                  Y   Certified
## 7638     113326.4400         Year                  Y   Certified
## 7639      90318.6700         Year                  Y   Certified
## 7640     113839.7800         Year                  Y      Denied
## 7641      58025.3000         Year                  N   Certified
## 7642     238353.7000         Year                  Y   Certified
## 7643      23122.8400         Year                  Y   Certified
## 7644     118795.1000         Year                  N      Denied
## 7645         49.9985         Hour                  Y      Denied
## 7646      82484.0800         Year                  Y   Certified
## 7647      18705.3400         Year                  Y   Certified
## 7648      20239.6000         Year                  Y   Certified
## 7649     113079.7100         Year                  N   Certified
## 7650      50581.4100         Year                  Y      Denied
## 7651      51012.4200         Year                  Y      Denied
## 7652      85431.4300         Year                  Y   Certified
## 7653     130081.8400         Year                  Y      Denied
## 7654     110859.6000         Year                  Y      Denied
## 7655      71020.5000         Year                  Y   Certified
## 7656      57167.3100         Year                  Y   Certified
## 7657      20348.0500         Year                  Y   Certified
## 7658     142025.3200         Year                  Y      Denied
## 7659     254858.8600         Year                  Y      Denied
## 7660     135703.6900         Year                  Y   Certified
## 7661      48590.1700         Year                  Y   Certified
## 7662      20842.9000         Year                  Y   Certified
## 7663      69039.7700         Year                  Y   Certified
## 7664     145467.7800         Year                  N   Certified
## 7665      91553.5000         Year                  Y   Certified
## 7666     125489.9100         Year                  Y      Denied
## 7667      23290.8400         Year                  Y      Denied
## 7668     110201.4300         Year                  Y      Denied
## 7669      40368.7700         Year                  Y   Certified
## 7670      52545.9700         Year                  Y   Certified
## 7671      40435.2600         Year                  Y   Certified
## 7672     142048.9900         Year                  Y   Certified
## 7673      97188.8300         Year                  Y   Certified
## 7674        100.7597         Hour                  Y      Denied
## 7675     100538.0000         Year                  Y      Denied
## 7676      33696.4400         Year                  Y   Certified
## 7677     118953.4800         Year                  Y   Certified
## 7678      64710.1200         Year                  Y   Certified
## 7679      68791.2800         Year                  N   Certified
## 7680      95813.5200         Year                  Y      Denied
## 7681      99416.3100         Year                  Y      Denied
## 7682      50289.8800         Year                  Y   Certified
## 7683      89737.4400         Year                  Y   Certified
## 7684      95739.1500         Year                  Y      Denied
## 7685      85001.7300         Year                  Y      Denied
## 7686      27329.0000         Year                  Y   Certified
## 7687      12669.7100         Year                  Y   Certified
## 7688     158076.3000         Year                  Y      Denied
## 7689      63923.9500         Year                  Y   Certified
## 7690      84965.6100         Year                  Y      Denied
## 7691     211621.6800         Year                  N      Denied
## 7692      92202.2700         Year                  Y      Denied
## 7693     124628.1300         Year                  N   Certified
## 7694      66891.2700         Year                  Y   Certified
## 7695      50690.8100         Year                  Y   Certified
## 7696      74258.8600         Year                  Y      Denied
## 7697      45668.2700         Year                  Y      Denied
## 7698     202386.1700         Year                  Y      Denied
## 7699        195.1899         Hour                  Y   Certified
## 7700      31655.4100         Year                  Y   Certified
## 7701     110359.8700         Year                  Y      Denied
## 7702     127296.6600         Year                  Y      Denied
## 7703      47223.9200         Year                  Y      Denied
## 7704     127437.1200         Year                  N   Certified
## 7705      30637.1400         Year                  Y      Denied
## 7706      94046.0500         Year                  Y      Denied
## 7707     234856.3600         Year                  Y   Certified
## 7708      97817.7500         Year                  Y      Denied
## 7709       3298.4500         Year                  Y   Certified
## 7710      22476.6500         Year                  Y   Certified
## 7711     107636.5300         Year                  Y      Denied
## 7712      73581.4400         Year                  Y   Certified
## 7713      87243.3600         Year                  Y   Certified
## 7714     139459.1600         Year                  Y   Certified
## 7715      89821.1300         Year                  Y      Denied
## 7716     101209.9700         Year                  Y   Certified
## 7717      41351.1000         Year                  Y      Denied
## 7718      31865.2000         Year                  Y   Certified
## 7719        393.4729         Hour                  Y      Denied
## 7720      96065.2000         Year                  Y      Denied
## 7721      55503.1500         Year                  Y   Certified
## 7722      76898.7900         Year                  Y      Denied
## 7723      78943.5100         Year                  Y   Certified
## 7724     101492.7800         Year                  Y   Certified
## 7725      31641.2400         Year                  Y   Certified
## 7726      43416.4100         Year                  Y   Certified
## 7727     108619.0300         Year                  Y      Denied
## 7728       9072.3800         Year                  Y   Certified
## 7729     136534.1800         Year                  Y      Denied
## 7730      51468.5500         Year                  Y   Certified
## 7731        318.9640         Hour                  Y   Certified
## 7732      91970.9200         Year                  Y      Denied
## 7733      54989.0900         Year                  Y   Certified
## 7734       1820.2600         Year                  Y   Certified
## 7735      42808.7700         Year                  Y   Certified
## 7736      80560.8300         Year                  Y   Certified
## 7737        108.6640         Hour                  Y   Certified
## 7738     129533.4100         Week                  Y      Denied
## 7739      83102.3100         Year                  N   Certified
## 7740      36451.6500         Year                  Y   Certified
## 7741     103540.5100         Year                  Y      Denied
## 7742      37963.1500         Year                  Y      Denied
## 7743      98538.2000         Year                  Y   Certified
## 7744      85595.5000         Year                  N      Denied
## 7745      58597.2600         Year                  Y   Certified
## 7746      45607.8800         Year                  Y   Certified
## 7747      96236.2400         Year                  Y      Denied
## 7748      23798.0500         Year                  Y   Certified
## 7749      49900.2000         Year                  Y      Denied
## 7750      59241.4700         Year                  Y   Certified
## 7751     123711.0100         Year                  N   Certified
## 7752      48831.0600         Year                  Y   Certified
## 7753     110009.8000         Year                  Y      Denied
## 7754      68650.7900         Year                  Y   Certified
## 7755     172838.6800         Year                  Y      Denied
## 7756     204727.6300         Year                  Y   Certified
## 7757      58879.7100         Year                  Y      Denied
## 7758      42720.8900         Year                  Y   Certified
## 7759        741.0381         Hour                  Y   Certified
## 7760     119030.4500         Year                  Y   Certified
## 7761        735.9425         Hour                  Y      Denied
## 7762      38457.5100         Year                  Y   Certified
## 7763     110971.9000         Year                  Y   Certified
## 7764      16239.0300         Year                  Y      Denied
## 7765     145426.6700         Year                  N   Certified
## 7766      57282.4000         Year                  Y   Certified
## 7767      97810.8000         Year                  Y   Certified
## 7768     100425.2900         Year                  Y   Certified
## 7769     116879.6600         Year                  N   Certified
## 7770        868.8772         Hour                  Y   Certified
## 7771     136875.3300         Year                  Y      Denied
## 7772      41765.0200         Year                  Y   Certified
## 7773      94069.2800         Year                  Y      Denied
## 7774      93006.9900         Year                  Y   Certified
## 7775      42662.9000         Year                  Y   Certified
## 7776      57915.9000         Year                  Y   Certified
## 7777      81665.0600         Year                  Y   Certified
## 7778     106274.4100         Year                  N   Certified
## 7779      18257.9300         Year                  Y   Certified
## 7780     226588.6200         Year                  N   Certified
## 7781      10634.3900         Year                  Y   Certified
## 7782      81897.5300         Year                  N   Certified
## 7783      14937.6900         Year                  Y   Certified
## 7784     147001.8100         Year                  Y   Certified
## 7785      74972.6500         Year                  Y      Denied
## 7786      21571.6800         Year                  Y      Denied
## 7787      69952.0500         Year                  Y   Certified
## 7788      46459.9100         Year                  Y   Certified
## 7789        127.3100         Hour                  Y      Denied
## 7790     153377.1800         Year                  Y   Certified
## 7791      43354.4900         Year                  N   Certified
## 7792      99750.1500         Year                  Y      Denied
## 7793     247935.5000         Year                  N   Certified
## 7794      38627.3800         Year                  Y   Certified
## 7795     117472.4500         Year                  Y   Certified
## 7796      59916.0600         Year                  Y   Certified
## 7797      21711.6500         Year                  Y   Certified
## 7798      11697.3000         Year                  Y   Certified
## 7799      78599.2200         Week                  Y      Denied
## 7800     226927.9500         Year                  Y      Denied
## 7801     108817.5300         Year                  Y   Certified
## 7802     146846.5900         Year                  N   Certified
## 7803     114776.4900         Year                  Y   Certified
## 7804      18651.1500         Year                  Y      Denied
## 7805      60976.1800         Year                  Y   Certified
## 7806      87621.7400         Year                  Y      Denied
## 7807      42530.6700         Year                  Y   Certified
## 7808     115222.6900         Year                  Y   Certified
## 7809      56921.3000         Year                  Y      Denied
## 7810      36410.6000         Year                  N   Certified
## 7811     127475.6600         Year                  Y      Denied
## 7812      50633.2300         Year                  Y      Denied
## 7813      62953.3400         Year                  Y      Denied
## 7814      47237.1100         Year                  Y   Certified
## 7815     124573.6100         Year                  Y      Denied
## 7816        253.7458         Hour                  Y      Denied
## 7817     211159.9500         Year                  Y   Certified
## 7818     157633.9400         Year                  Y   Certified
## 7819     142550.3900         Year                  N   Certified
## 7820        155.7380         Hour                  Y      Denied
## 7821        572.6978         Hour                  Y   Certified
## 7822      80981.9300         Year                  N   Certified
## 7823      28035.8300         Year                  Y   Certified
## 7824      90630.1700         Year                  Y   Certified
## 7825         63.7364         Hour                  Y      Denied
## 7826     103190.4100         Year                  Y   Certified
## 7827       5648.2900         Year                  Y      Denied
## 7828     225181.8800         Year                  Y   Certified
## 7829        109.9600         Hour                  Y      Denied
## 7830      20500.3900         Year                  Y   Certified
## 7831      69343.2700         Year                  Y   Certified
## 7832      86152.5200         Year                  Y   Certified
## 7833     100910.3000         Year                  Y   Certified
## 7834      79091.0900         Year                  Y   Certified
## 7835      18482.7200         Year                  Y   Certified
## 7836      69939.9700         Year                  Y   Certified
## 7837      10167.8900         Year                  Y   Certified
## 7838      35151.4800         Year                  Y   Certified
## 7839      40965.8000         Year                  Y   Certified
## 7840       8799.4600         Year                  Y   Certified
## 7841     106383.8000         Year                  N   Certified
## 7842      69151.5400         Year                  Y      Denied
## 7843      37141.1500         Year                  Y   Certified
## 7844      23039.9500         Year                  Y   Certified
## 7845     207023.7600         Year                  Y   Certified
## 7846     103316.9400         Year                  Y   Certified
## 7847      43891.4400         Year                  Y   Certified
## 7848     161407.1900         Year                  Y   Certified
## 7849     152313.4500         Year                  Y   Certified
## 7850     106036.7700         Year                  N      Denied
## 7851     100862.3900         Year                  Y      Denied
## 7852     125612.2000         Year                  Y   Certified
## 7853      15030.3200         Year                  Y   Certified
## 7854      48108.5700         Week                  N      Denied
## 7855      78469.0900         Year                  Y   Certified
## 7856     116663.1200         Year                  Y      Denied
## 7857     114902.7700         Year                  Y   Certified
## 7858     148912.2900         Year                  Y      Denied
## 7859      94640.6600         Year                  Y      Denied
## 7860      45096.6400         Year                  Y   Certified
## 7861     155070.0100         Year                  Y   Certified
## 7862      86278.2800         Year                  Y      Denied
## 7863     162848.6100         Year                  N   Certified
## 7864      78428.3500         Year                  Y   Certified
## 7865      63243.0600         Year                  Y   Certified
## 7866     137704.4600         Year                  N   Certified
## 7867     126739.9600         Year                  Y   Certified
## 7868     149629.6300         Year                  Y   Certified
## 7869     100655.1600         Year                  Y      Denied
## 7870      68723.8800         Year                  N   Certified
## 7871      42337.6100         Year                  Y      Denied
## 7872      57757.5700         Year                  Y      Denied
## 7873      34304.1400         Year                  Y   Certified
## 7874     161902.3900         Year                  N   Certified
## 7875     133000.9500         Year                  Y   Certified
## 7876      60362.1300         Year                  Y   Certified
## 7877     142896.1200         Year                  Y      Denied
## 7878      38507.2500         Year                  Y      Denied
## 7879     144191.3900         Year                  Y   Certified
## 7880     108025.0900         Year                  Y      Denied
## 7881      64941.6700         Year                  Y   Certified
## 7882     114482.8000         Year                  Y      Denied
## 7883      70307.8900         Year                  Y   Certified
## 7884      15387.9100         Year                  Y   Certified
## 7885     143008.2700         Year                  Y   Certified
## 7886      21722.5900         Year                  Y   Certified
## 7887      10260.5300         Year                  Y   Certified
## 7888      18264.0900         Year                  Y   Certified
## 7889      30611.7400         Year                  Y   Certified
## 7890     104491.7900         Year                  Y   Certified
## 7891      34704.1700         Year                  Y      Denied
## 7892      65327.2500         Year                  Y   Certified
## 7893     159383.6800         Year                  Y   Certified
## 7894      61852.7800         Year                  N      Denied
## 7895      85565.8800         Year                  Y   Certified
## 7896     193514.8200         Year                  N   Certified
## 7897      85525.5200         Year                  Y   Certified
## 7898      92186.9400         Year                  Y   Certified
## 7899      84119.7500         Year                  Y   Certified
## 7900        334.4600         Year                  Y      Denied
## 7901      26380.6100         Year                  Y   Certified
## 7902     118723.8900         Year                  N   Certified
## 7903      98428.8800         Year                  Y      Denied
## 7904     148367.9600         Year                  Y      Denied
## 7905     124015.9400         Year                  N   Certified
## 7906      29872.7000         Year                  Y   Certified
## 7907      24258.7300         Year                  Y      Denied
## 7908     240846.6800         Year                  N      Denied
## 7909        139.1100         Hour                  Y      Denied
## 7910        228.3418         Hour                  Y   Certified
## 7911     132232.8800         Year                  Y      Denied
## 7912     143243.2500         Year                  N   Certified
## 7913     148197.3000         Year                  Y   Certified
## 7914      72697.1600         Year                  Y      Denied
## 7915      38140.4800         Year                  Y      Denied
## 7916      28049.3000         Year                  Y   Certified
## 7917     182813.7400         Year                  Y      Denied
## 7918      11845.3200         Year                  Y   Certified
## 7919      47177.1600         Year                  Y      Denied
## 7920      89862.1400         Year                  Y   Certified
## 7921      76516.0100         Year                  Y      Denied
## 7922      76096.0600         Year                  Y   Certified
## 7923      64695.7100         Year                  Y   Certified
## 7924      60690.2300         Year                  Y      Denied
## 7925      65124.6900         Year                  Y   Certified
## 7926         45.9551         Hour                  Y   Certified
## 7927      59987.7300         Year                  Y   Certified
## 7928      75673.2700         Year                  Y   Certified
## 7929        581.8550         Hour                  Y   Certified
## 7930     171335.0500         Year                  Y      Denied
## 7931      39185.3900         Year                  Y   Certified
## 7932      73815.0500         Year                  Y   Certified
## 7933      84008.0000         Year                  Y   Certified
## 7934      79393.3100         Year                  Y   Certified
## 7935      62210.5800         Year                  Y      Denied
## 7936      58082.2900         Year                  Y      Denied
## 7937      27135.8600         Year                  N   Certified
## 7938       4879.3400         Week                  Y   Certified
## 7939      49643.2500         Year                  Y      Denied
## 7940      59789.0500         Year                  Y   Certified
## 7941      38808.6400         Year                  Y   Certified
## 7942        168.0793         Hour                  Y   Certified
## 7943      81613.8100         Year                  Y      Denied
## 7944        128.6745         Hour                  Y      Denied
## 7945     147889.2300         Year                  Y   Certified
## 7946       7612.6200         Year                  Y   Certified
## 7947      56686.8800         Year                  Y   Certified
## 7948      84693.3100         Year                  Y   Certified
## 7949     150910.6600         Year                  N   Certified
## 7950      80960.9500         Year                  Y   Certified
## 7951     148945.1700         Year                  Y   Certified
## 7952     135734.6500         Year                  Y   Certified
## 7953      43701.8900         Year                  Y      Denied
## 7954     109430.4300         Year                  Y   Certified
## 7955       1114.4800         Year                  Y   Certified
## 7956     172331.5600         Year                  Y   Certified
## 7957      89153.9100         Year                  Y   Certified
## 7958     107626.7000         Year                  N   Certified
## 7959      38255.9700         Year                  Y   Certified
## 7960      37967.6300         Year                  Y      Denied
## 7961     141661.4300         Year                  Y   Certified
## 7962      55005.6500         Year                  N   Certified
## 7963       6193.7500         Year                  Y   Certified
## 7964      79726.7600         Year                  Y   Certified
## 7965     117109.1200         Year                  N   Certified
## 7966      95990.8300         Year                  Y      Denied
## 7967      28543.3200         Year                  Y   Certified
## 7968      74645.9200         Year                  Y   Certified
## 7969     116154.5500         Year                  Y      Denied
## 7970     153470.4800         Year                  Y   Certified
## 7971      80037.6300         Year                  Y      Denied
## 7972      26949.3100         Year                  Y      Denied
## 7973      61920.2300         Year                  Y      Denied
## 7974     123333.4200         Year                  Y      Denied
## 7975     114194.8800         Year                  Y   Certified
## 7976      95916.5900         Year                  Y   Certified
## 7977      28541.0500         Year                  Y      Denied
## 7978      23911.1800         Year                  Y   Certified
## 7979        234.4957         Hour                  Y   Certified
## 7980     141582.8700         Year                  N   Certified
## 7981     134814.1300         Year                  Y   Certified
## 7982     114438.6800         Year                  Y   Certified
## 7983     145739.7900         Year                  N   Certified
## 7984     121466.6500         Year                  Y   Certified
## 7985      44812.4900         Year                  Y      Denied
## 7986     117719.5700         Year                  Y   Certified
## 7987     108959.6600         Year                  Y   Certified
## 7988      74883.8000         Year                  Y   Certified
## 7989     154328.3500         Year                  Y      Denied
## 7990      75674.9600         Year                  Y   Certified
## 7991      56545.4800         Year                  Y   Certified
## 7992      71539.6300         Year                  Y      Denied
## 7993      39925.0000         Year                  Y   Certified
## 7994     101939.0100         Year                  Y   Certified
## 7995      64693.7300         Year                  N   Certified
## 7996      66792.4300         Year                  Y   Certified
## 7997        690.3663         Hour                  Y      Denied
## 7998     149476.7200         Year                  Y      Denied
## 7999      35645.8500         Year                  Y      Denied
## 8000      13860.8800         Year                  Y   Certified
## 8001        239.3237         Hour                  Y      Denied
## 8002     102602.6400         Year                  N   Certified
## 8003     184175.3900         Year                  Y   Certified
## 8004      57037.3300         Year                  Y   Certified
## 8005      27207.6700         Year                  Y      Denied
## 8006      19886.7700         Year                  Y   Certified
## 8007      31970.5300         Year                  Y   Certified
## 8008         36.0253         Hour                  Y      Denied
## 8009        317.7180         Hour                  Y      Denied
## 8010      44127.8600         Year                  Y      Denied
## 8011     119005.4500         Year                  Y   Certified
## 8012      36700.0000         Year                  Y   Certified
## 8013        128.2700         Hour                  Y      Denied
## 8014     157243.5500         Year                  Y   Certified
## 8015      69809.7000         Year                  Y   Certified
## 8016     117063.4200         Year                  Y   Certified
## 8017      79855.3800         Year                  Y   Certified
## 8018        546.2118         Hour                  Y      Denied
## 8019     103393.9300         Year                  N   Certified
## 8020      87896.1800         Year                  Y   Certified
## 8021     104574.8100         Year                  Y   Certified
## 8022      47060.9800         Year                  Y   Certified
## 8023      34802.0300         Year                  Y      Denied
## 8024     117706.3800         Year                  Y      Denied
## 8025      92686.3000         Year                  N   Certified
## 8026      30240.8200         Year                  Y   Certified
## 8027      38231.0200         Year                  Y   Certified
## 8028        277.9945         Hour                  Y   Certified
## 8029        702.3692         Hour                  Y   Certified
## 8030      69044.4000         Year                  Y   Certified
## 8031      71136.1200         Year                  Y   Certified
## 8032       9659.0100         Year                  Y   Certified
## 8033     102640.5000         Year                  Y   Certified
## 8034      73139.1600         Week                  Y      Denied
## 8035       7489.3400         Year                  Y   Certified
## 8036     204453.2700         Year                  Y   Certified
## 8037      82582.9300         Year                  Y   Certified
## 8038      42335.1100        Month                  Y   Certified
## 8039      53717.7400         Year                  N   Certified
## 8040      74387.2900         Year                  N   Certified
## 8041        336.9514         Hour                  Y   Certified
## 8042     105459.3700         Year                  Y   Certified
## 8043        155.0951         Hour                  Y      Denied
## 8044     161675.7900         Year                  Y   Certified
## 8045        594.6598         Hour                  Y      Denied
## 8046     125175.1600         Year                  Y   Certified
## 8047       4509.7500         Year                  Y   Certified
## 8048     118359.0600         Year                  N   Certified
## 8049      90170.3200         Year                  Y   Certified
## 8050        163.0700         Hour                  Y      Denied
## 8051      68036.1100         Year                  N      Denied
## 8052     145231.2900         Year                  Y   Certified
## 8053      46124.8000         Year                  Y   Certified
## 8054      22023.5600         Year                  Y   Certified
## 8055      36539.3600         Year                  N      Denied
## 8056     109759.6400         Year                  Y   Certified
## 8057      67865.7900         Year                  Y   Certified
## 8058     119184.9800         Year                  N   Certified
## 8059     240467.4700         Year                  N      Denied
## 8060     110840.7800         Year                  Y      Denied
## 8061     176480.8800         Year                  Y   Certified
## 8062     120932.2900         Year                  Y   Certified
## 8063      72210.9400         Year                  Y      Denied
## 8064     155087.7300         Year                  Y      Denied
## 8065      96116.2300         Year                  Y      Denied
## 8066      63123.7800         Year                  Y      Denied
## 8067      13686.4400         Year                  Y   Certified
## 8068     111827.1100         Year                  Y   Certified
## 8069     136104.4300         Year                  Y   Certified
## 8070      44452.1100         Year                  Y   Certified
## 8071     149355.7800         Year                  Y   Certified
## 8072      54113.1500         Year                  Y   Certified
## 8073     147080.4400         Year                  Y   Certified
## 8074     100280.8000         Year                  Y      Denied
## 8075      15895.7900         Year                  Y   Certified
## 8076      46377.1000         Year                  Y   Certified
## 8077     154170.9900         Year                  Y   Certified
## 8078     116228.3300         Year                  Y   Certified
## 8079      72445.3900         Year                  Y   Certified
## 8080      22143.2100         Year                  Y   Certified
## 8081      28970.6800         Year                  Y   Certified
## 8082      80968.5500         Year                  Y   Certified
## 8083      20923.1400         Year                  Y   Certified
## 8084      53247.0200         Year                  Y      Denied
## 8085      50656.1800         Year                  Y      Denied
## 8086      65680.5200         Year                  Y   Certified
## 8087      75017.9100         Year                  Y      Denied
## 8088     129904.8300         Year                  Y      Denied
## 8089     132778.0200         Year                  Y   Certified
## 8090        719.9582         Hour                  Y      Denied
## 8091      32542.2500         Week                  Y   Certified
## 8092     215498.0500         Year                  N   Certified
## 8093      43458.5900         Year                  Y   Certified
## 8094      43227.1300         Year                  Y   Certified
## 8095      84501.0400         Year                  Y   Certified
## 8096      78564.3400         Year                  Y      Denied
## 8097     107658.9300         Year                  Y   Certified
## 8098        624.0905         Hour                  Y      Denied
## 8099     126549.5200         Year                  N   Certified
## 8100      75895.9800         Year                  Y   Certified
## 8101     122771.5200         Year                  Y   Certified
## 8102     136969.3000         Year                  Y   Certified
## 8103      75897.8800         Year                  Y   Certified
## 8104      27952.3000         Year                  Y      Denied
## 8105     113151.5100         Year                  Y   Certified
## 8106      87873.3200         Year                  Y   Certified
## 8107      68995.3200         Year                  Y   Certified
## 8108        212.2408         Hour                  Y   Certified
## 8109     248608.0100         Year                  Y   Certified
## 8110     129261.9500         Year                  Y   Certified
## 8111      32577.1100         Year                  Y      Denied
## 8112     148413.5400         Year                  Y   Certified
## 8113     110521.8200         Year                  Y   Certified
## 8114     112146.8500         Year                  Y      Denied
## 8115     106906.5300         Year                  N   Certified
## 8116      60901.6400         Year                  N      Denied
## 8117      58560.8300         Year                  Y   Certified
## 8118      64230.0300         Year                  Y   Certified
## 8119        184.7400         Hour                  Y      Denied
## 8120     151988.8700         Year                  Y   Certified
## 8121      71987.4400         Year                  Y   Certified
## 8122      84233.2800         Year                  N   Certified
## 8123      48688.4500         Year                  Y   Certified
## 8124      53862.3200         Year                  Y      Denied
## 8125      88265.9200         Year                  Y      Denied
## 8126     131842.9100         Year                  Y   Certified
## 8127      11842.3000         Year                  Y   Certified
## 8128      74062.8300         Year                  Y   Certified
## 8129      76545.3600         Year                  Y   Certified
## 8130      59401.1800         Year                  Y      Denied
## 8131      13960.1600         Year                  Y   Certified
## 8132      96886.7100         Week                  Y   Certified
## 8133        141.7329         Hour                  Y      Denied
## 8134     127425.4300         Year                  N   Certified
## 8135      76366.6300         Year                  Y      Denied
## 8136      30892.1600         Year                  Y   Certified
## 8137      24701.9600         Year                  Y   Certified
## 8138        232.8080         Hour                  Y      Denied
## 8139       1369.1400         Year                  Y      Denied
## 8140      47246.9000         Year                  Y   Certified
## 8141      65187.3000         Year                  Y   Certified
## 8142      21226.8000         Year                  Y   Certified
## 8143     119911.6400         Year                  Y   Certified
## 8144     138276.3700         Year                  Y   Certified
## 8145     261729.6200         Year                  Y   Certified
## 8146       6334.8400         Year                  Y      Denied
## 8147      80955.8000         Year                  Y   Certified
## 8148      20122.3100         Year                  Y      Denied
## 8149     129235.7600         Year                  Y   Certified
## 8150      50514.3300         Year                  Y      Denied
## 8151     118051.3800         Year                  Y      Denied
## 8152     134507.5000         Year                  N   Certified
## 8153      52803.0000         Year                  Y      Denied
## 8154      52960.5600         Year                  N   Certified
## 8155      59670.3200         Year                  Y   Certified
## 8156      93007.7400         Year                  Y   Certified
## 8157      71392.6700         Year                  Y      Denied
## 8158        239.6427         Hour                  Y      Denied
## 8159     166144.9000         Year                  N      Denied
## 8160        381.7361         Hour                  Y      Denied
## 8161       8431.7700         Year                  Y   Certified
## 8162      27912.0200         Year                  Y   Certified
## 8163      25850.6600         Year                  Y   Certified
## 8164     155918.2400         Year                  N   Certified
## 8165        226.0000         Hour                  Y   Certified
## 8166      40090.0600         Year                  Y   Certified
## 8167     108336.7200         Year                  Y   Certified
## 8168      94904.7500         Year                  Y   Certified
## 8169      83329.4600         Year                  N   Certified
## 8170     104308.0700         Year                  N      Denied
## 8171     194535.6600         Year                  Y   Certified
## 8172      52541.6600         Year                  Y   Certified
## 8173      37418.8300         Year                  Y   Certified
## 8174      44503.6200         Week                  Y      Denied
## 8175      60624.7800         Year                  Y      Denied
## 8176      98998.5600         Year                  N   Certified
## 8177      32627.4900         Year                  Y   Certified
## 8178       7402.2100         Year                  Y   Certified
## 8179      33416.2500         Year                  N   Certified
## 8180      62872.8300         Year                  Y   Certified
## 8181        114.0440         Hour                  Y      Denied
## 8182      67676.5900         Year                  N   Certified
## 8183     142272.0800         Year                  Y   Certified
## 8184      41959.2900         Year                  Y   Certified
## 8185      98052.5900         Year                  Y      Denied
## 8186     104019.5400         Year                  Y   Certified
## 8187      49588.4000         Year                  Y      Denied
## 8188      97232.1600         Year                  Y   Certified
## 8189      38792.6500         Week                  Y   Certified
## 8190      62961.8000         Year                  Y   Certified
## 8191     227035.4900         Year                  Y   Certified
## 8192      99505.1700         Year                  Y   Certified
## 8193     107842.6300         Year                  Y   Certified
## 8194      87462.9900         Year                  Y   Certified
## 8195     100683.4300         Year                  Y   Certified
## 8196      57108.7200         Year                  Y   Certified
## 8197     101800.9500         Year                  Y   Certified
## 8198     133337.2800         Year                  N   Certified
## 8199      66173.6300         Year                  Y   Certified
## 8200      53334.2400         Year                  Y   Certified
## 8201      80413.7800         Year                  Y      Denied
## 8202      54871.5600         Year                  Y      Denied
## 8203      47568.6800         Year                  Y   Certified
## 8204     129897.0600         Year                  Y      Denied
## 8205       9836.7400         Year                  Y      Denied
## 8206     118060.5100         Year                  Y   Certified
## 8207     120070.0000         Year                  N   Certified
## 8208      40483.6800         Year                  Y   Certified
## 8209        536.0869         Hour                  Y      Denied
## 8210     121710.7500         Year                  Y      Denied
## 8211      51600.3600         Year                  Y   Certified
## 8212       9639.1400         Year                  Y   Certified
## 8213     104840.0700         Year                  Y      Denied
## 8214        867.5177         Hour                  Y   Certified
## 8215      56733.5900         Year                  Y      Denied
## 8216      89384.7600         Year                  Y      Denied
## 8217      48810.0400         Year                  Y   Certified
## 8218      70664.4700         Year                  Y   Certified
## 8219      99065.5000         Year                  Y   Certified
## 8220      28787.7200         Year                  Y   Certified
## 8221        890.1300         Year                  Y   Certified
## 8222     110822.3300         Year                  Y   Certified
## 8223      32309.2800         Year                  Y      Denied
## 8224        984.2796         Hour                  Y   Certified
## 8225        886.7405         Hour                  Y   Certified
## 8226     112715.6200         Year                  Y      Denied
## 8227      58594.9900         Year                  Y   Certified
## 8228      71578.3700         Year                  Y   Certified
## 8229      91536.2900         Year                  Y   Certified
## 8230      28105.1600         Year                  Y   Certified
## 8231        431.9545         Hour                  Y   Certified
## 8232     166164.2100         Year                  Y   Certified
## 8233      42594.4200         Year                  Y   Certified
## 8234         77.2403         Hour                  Y      Denied
## 8235        403.3340         Hour                  Y   Certified
## 8236        221.1209         Hour                  Y   Certified
## 8237      63100.2200         Year                  Y   Certified
## 8238      82065.7400         Year                  Y   Certified
## 8239      48075.7900         Year                  Y   Certified
## 8240      10421.7600         Year                  N   Certified
## 8241     107523.3600         Year                  Y   Certified
## 8242      76325.2900         Year                  Y   Certified
## 8243     163609.1300         Year                  Y   Certified
## 8244     166436.9700         Year                  Y      Denied
## 8245         79.1718         Hour                  Y      Denied
## 8246      19712.0200         Year                  Y   Certified
## 8247      44881.6400         Year                  Y   Certified
## 8248      38593.4600         Year                  Y   Certified
## 8249      68956.1000         Year                  Y   Certified
## 8250      69875.0500         Year                  Y   Certified
## 8251      13372.9300         Year                  Y   Certified
## 8252     133018.5100         Year                  Y      Denied
## 8253      29385.1100         Year                  Y   Certified
## 8254        322.8046         Hour                  Y      Denied
## 8255     138691.5300         Year                  N   Certified
## 8256     278629.2000         Year                  N   Certified
## 8257      88504.1600         Year                  Y   Certified
## 8258     124810.5300         Year                  N   Certified
## 8259        889.8213         Hour                  Y      Denied
## 8260     143840.0000         Year                  Y   Certified
## 8261      63374.0200         Year                  Y   Certified
## 8262     110976.7100         Year                  Y      Denied
## 8263     124586.6200         Year                  Y   Certified
## 8264        335.5486         Hour                  Y   Certified
## 8265     115404.1200         Year                  Y   Certified
## 8266        280.4605         Hour                  Y   Certified
## 8267     165963.2600         Year                  N   Certified
## 8268      55509.2400         Year                  Y   Certified
## 8269     112525.8700         Year                  Y   Certified
## 8270     236523.1200         Year                  Y   Certified
## 8271        338.2191         Hour                  Y      Denied
## 8272     125625.8700         Week                  Y      Denied
## 8273      33474.7200         Year                  Y      Denied
## 8274     126673.4100         Year                  Y      Denied
## 8275        304.0882         Hour                  Y      Denied
## 8276     120670.3800         Year                  Y   Certified
## 8277     113174.6600         Year                  Y      Denied
## 8278      64101.5100         Year                  Y   Certified
## 8279        865.0057         Hour                  Y   Certified
## 8280     153315.1600         Year                  Y      Denied
## 8281      32459.9800         Year                  Y   Certified
## 8282      83132.5300         Year                  Y   Certified
## 8283      39091.7000         Year                  Y   Certified
## 8284      88722.2800         Year                  Y   Certified
## 8285      51214.5500         Year                  Y   Certified
## 8286      56406.7000         Year                  N   Certified
## 8287      56164.5300         Year                  Y   Certified
## 8288      95111.1600         Year                  Y      Denied
## 8289      19948.0400         Year                  Y      Denied
## 8290      12599.5700         Year                  Y      Denied
## 8291      74259.6600         Year                  Y   Certified
## 8292     101002.4600         Year                  N   Certified
## 8293      39203.9900         Year                  Y      Denied
## 8294      70715.5900         Year                  Y   Certified
## 8295      53667.4600         Year                  Y   Certified
## 8296     171075.4900         Year                  N   Certified
## 8297        558.5524         Hour                  Y   Certified
## 8298      87753.7400         Year                  Y   Certified
## 8299      47797.7000         Year                  N   Certified
## 8300      23289.4600         Year                  Y   Certified
## 8301      69495.5500         Year                  Y   Certified
## 8302      51254.5200         Year                  Y   Certified
## 8303      70394.6900         Year                  Y      Denied
## 8304        855.9094         Hour                  Y   Certified
## 8305      65778.9600         Year                  Y   Certified
## 8306      14570.1700         Year                  Y   Certified
## 8307        583.7382         Hour                  Y      Denied
## 8308      80413.7600         Year                  Y   Certified
## 8309      53351.6200         Year                  Y   Certified
## 8310      42113.6800         Year                  Y   Certified
## 8311      88994.5800         Year                  Y   Certified
## 8312       5490.3100         Year                  Y   Certified
## 8313        168.6200         Hour                  Y   Certified
## 8314      28994.3300         Year                  Y      Denied
## 8315      36227.2100         Year                  Y   Certified
## 8316     121745.9900         Year                  Y   Certified
## 8317        330.9405         Hour                  N      Denied
## 8318     100308.3800         Year                  Y      Denied
## 8319      57708.2000         Year                  Y      Denied
## 8320       6049.4900         Year                  Y   Certified
## 8321     128239.7900         Year                  Y   Certified
## 8322     133137.6600         Year                  Y   Certified
## 8323      22614.8200         Year                  Y      Denied
## 8324        656.0788         Hour                  Y      Denied
## 8325      68917.5300         Year                  Y   Certified
## 8326      26497.0300         Year                  Y   Certified
## 8327     222416.4900         Year                  Y   Certified
## 8328     136024.6300         Year                  N   Certified
## 8329     240193.1100         Year                  Y   Certified
## 8330     165216.9300         Year                  Y   Certified
## 8331     115935.0500         Year                  N   Certified
## 8332      64263.7500         Year                  Y   Certified
## 8333     119004.8600         Year                  Y   Certified
## 8334     243086.9400         Year                  Y   Certified
## 8335      25514.2600         Year                  Y   Certified
## 8336      97950.0700         Year                  Y   Certified
## 8337     123475.4200         Year                  Y   Certified
## 8338      41821.5500         Year                  N      Denied
## 8339      72550.4300         Year                  Y   Certified
## 8340     124401.3700         Year                  Y   Certified
## 8341      34213.7900         Year                  Y      Denied
## 8342      81365.6300         Year                  Y   Certified
## 8343      92705.1100         Year                  Y   Certified
## 8344      87833.8100         Year                  Y   Certified
## 8345      20170.5900         Year                  Y   Certified
## 8346        138.8750         Hour                  Y   Certified
## 8347     139253.2200         Year                  N   Certified
## 8348     127765.0000         Year                  N      Denied
## 8349     112247.3600         Year                  Y      Denied
## 8350      41117.9100         Year                  Y   Certified
## 8351        131.1200         Hour                  Y   Certified
## 8352      85573.4200         Year                  Y   Certified
## 8353      96779.0700         Year                  Y   Certified
## 8354        629.7126         Hour                  Y      Denied
## 8355      79000.8600         Year                  Y   Certified
## 8356      55970.6200         Year                  N   Certified
## 8357       2760.8000         Year                  Y   Certified
## 8358      71485.1100         Year                  Y   Certified
## 8359      60749.3400         Year                  Y   Certified
## 8360     160831.0500         Year                  Y   Certified
## 8361      35551.7200         Year                  Y   Certified
## 8362     112267.0900         Year                  Y      Denied
## 8363      94912.6800         Year                  Y   Certified
## 8364      30390.0600         Year                  N   Certified
## 8365     194076.4600         Year                  Y      Denied
## 8366        906.9008         Hour                  Y   Certified
## 8367     124922.1500         Year                  N   Certified
## 8368      18040.8700         Year                  Y   Certified
## 8369     117488.8600         Year                  Y   Certified
## 8370      85201.7900         Year                  Y   Certified
## 8371     159428.7100         Year                  Y   Certified
## 8372     115078.6300         Year                  Y   Certified
## 8373      13501.0100         Year                  Y      Denied
## 8374      95478.5300         Week                  Y      Denied
## 8375     138121.4300         Year                  Y   Certified
## 8376      15853.5400         Year                  Y      Denied
## 8377     122349.5100         Year                  Y      Denied
## 8378     153524.1000         Year                  N   Certified
## 8379      78505.5600         Year                  Y   Certified
## 8380      83932.2400         Year                  Y      Denied
## 8381     145919.8100         Year                  Y   Certified
## 8382      49240.3600         Year                  Y      Denied
## 8383     144872.8700         Year                  N   Certified
## 8384      19038.0000         Year                  Y      Denied
## 8385      52901.0500         Year                  Y      Denied
## 8386       1600.0100         Year                  Y      Denied
## 8387     104596.3400         Year                  Y   Certified
## 8388       5509.4100         Year                  Y   Certified
## 8389       6341.3900         Year                  Y   Certified
## 8390     106925.5400         Year                  N      Denied
## 8391      69162.2900         Year                  Y   Certified
## 8392      32532.1300         Year                  Y   Certified
## 8393     136736.9800         Year                  Y   Certified
## 8394      91637.1300         Year                  Y      Denied
## 8395      15650.9400         Year                  Y   Certified
## 8396      97432.6200         Year                  Y      Denied
## 8397     130735.6700         Year                  Y   Certified
## 8398        429.5424         Hour                  Y      Denied
## 8399        106.2500         Hour                  Y   Certified
## 8400      84657.8400         Year                  Y   Certified
## 8401      57006.5600         Year                  Y      Denied
## 8402     111472.2400         Year                  Y   Certified
## 8403      71746.6800         Year                  Y      Denied
## 8404      98795.7300         Year                  Y   Certified
## 8405      38035.3300         Year                  N   Certified
## 8406       3057.8300         Year                  Y      Denied
## 8407      58380.4300         Year                  Y      Denied
## 8408     294258.8000         Year                  Y      Denied
## 8409      55012.3600         Year                  Y   Certified
## 8410      46082.6900         Year                  Y   Certified
## 8411        640.6397         Hour                  Y   Certified
## 8412      50509.2000         Year                  Y      Denied
## 8413         77.4716         Hour                  Y      Denied
## 8414      34908.0200         Year                  Y      Denied
## 8415     106315.4000         Year                  Y   Certified
## 8416      77725.1000         Year                  Y   Certified
## 8417      16029.7600         Year                  Y   Certified
## 8418       6445.5200         Year                  Y      Denied
## 8419      24143.2100         Year                  Y   Certified
## 8420     151276.8400         Year                  N   Certified
## 8421      91603.2000         Year                  Y   Certified
## 8422        543.5521         Hour                  Y   Certified
## 8423      90738.0400         Year                  Y   Certified
## 8424      52926.0000         Year                  Y   Certified
## 8425     168833.2200         Year                  N   Certified
## 8426      18195.9100         Year                  Y   Certified
## 8427      51294.7600         Year                  Y   Certified
## 8428     112678.2400         Year                  Y   Certified
## 8429      74601.5900         Year                  Y   Certified
## 8430      60174.3800         Year                  Y   Certified
## 8431        897.1580         Hour                  Y   Certified
## 8432      89442.1400         Year                  Y   Certified
## 8433     123130.9800         Year                  N      Denied
## 8434      81898.5400         Year                  Y   Certified
## 8435      21966.0800         Year                  Y   Certified
## 8436      60563.0800         Year                  Y      Denied
## 8437     137995.9200         Year                  N   Certified
## 8438      98414.1200         Year                  Y   Certified
## 8439      80867.3400         Year                  N      Denied
## 8440      65945.6000         Year                  Y   Certified
## 8441      74756.5400         Year                  Y      Denied
## 8442      11616.6400         Year                  Y   Certified
## 8443     112612.8600         Year                  Y   Certified
## 8444     154588.9300         Year                  N   Certified
## 8445      41220.0000         Year                  Y   Certified
## 8446     130099.3700         Year                  Y   Certified
## 8447      34091.0800         Week                  Y   Certified
## 8448      23080.2200         Year                  Y   Certified
## 8449      99047.9900         Year                  Y   Certified
## 8450      93942.6400         Year                  Y   Certified
## 8451      90413.5000         Year                  Y   Certified
## 8452     124252.6500         Year                  Y   Certified
## 8453      59506.3500         Year                  Y   Certified
## 8454      82586.4500         Year                  Y      Denied
## 8455     132128.6300         Year                  N   Certified
## 8456      86499.6000         Year                  Y   Certified
## 8457      95389.4100         Year                  Y   Certified
## 8458      87498.4600         Year                  Y   Certified
## 8459     154026.2300         Year                  Y      Denied
## 8460      58308.3900         Year                  Y   Certified
## 8461      44385.4700         Year                  Y   Certified
## 8462      30999.3200         Year                  Y   Certified
## 8463      84672.1100         Year                  Y   Certified
## 8464     122330.0000         Year                  Y      Denied
## 8465     108544.3700         Year                  Y   Certified
## 8466     188121.7700         Year                  Y   Certified
## 8467     104941.4600         Year                  Y      Denied
## 8468      46100.7200         Year                  Y   Certified
## 8469      92441.5200         Year                  Y      Denied
## 8470      57270.1200         Year                  Y   Certified
## 8471      86714.2000         Year                  Y      Denied
## 8472      34045.1700         Year                  Y   Certified
## 8473      19736.4800         Year                  Y   Certified
## 8474      64897.4100         Year                  Y      Denied
## 8475     115303.3000         Year                  Y   Certified
## 8476      41049.0600         Year                  Y   Certified
## 8477      38893.4600         Year                  Y   Certified
## 8478      11071.8900         Year                  Y   Certified
## 8479      42857.8300         Year                  Y   Certified
## 8480     123440.2400         Year                  Y   Certified
## 8481      15522.7800         Year                  Y   Certified
## 8482      61230.6700         Year                  Y   Certified
## 8483      21649.9000         Year                  Y   Certified
## 8484        923.0436         Hour                  Y   Certified
## 8485      38958.4000         Year                  Y   Certified
## 8486        153.9800         Year                  Y   Certified
## 8487      77174.1600         Year                  N      Denied
## 8488      38999.3400         Year                  Y      Denied
## 8489         50.8813         Hour                  Y      Denied
## 8490      65665.5500         Year                  N   Certified
## 8491     101656.6400         Year                  Y   Certified
## 8492      25713.9800         Year                  Y   Certified
## 8493     129554.2400         Year                  Y   Certified
## 8494      64871.5500         Year                  Y   Certified
## 8495      91601.3000         Year                  Y   Certified
## 8496      88593.5800         Year                  Y      Denied
## 8497      46989.5700         Year                  Y   Certified
## 8498      45860.2600         Year                  Y   Certified
## 8499      46471.1400         Year                  Y   Certified
## 8500      48616.6900         Year                  Y      Denied
## 8501     113991.6000         Year                  Y   Certified
## 8502      47406.9500         Year                  Y   Certified
## 8503        680.4970         Hour                  Y      Denied
## 8504     118191.5100        Month                  Y   Certified
## 8505      99622.5900         Year                  Y      Denied
## 8506      38544.4700         Year                  Y   Certified
## 8507      43967.6100         Year                  Y   Certified
## 8508       7546.3100         Year                  Y      Denied
## 8509      87432.8200         Year                  Y   Certified
## 8510      53719.8400         Year                  Y   Certified
## 8511      50090.4400         Year                  Y      Denied
## 8512      64910.1400         Year                  Y   Certified
## 8513      93973.1000         Year                  Y   Certified
## 8514     107395.5700         Year                  N   Certified
## 8515      68142.6300         Year                  N   Certified
## 8516      98781.2000         Year                  Y      Denied
## 8517     110337.5800         Year                  Y   Certified
## 8518     114777.6600         Year                  Y   Certified
## 8519      68602.4800         Year                  N   Certified
## 8520      49373.1100         Year                  Y      Denied
## 8521     101721.3700         Year                  Y      Denied
## 8522        828.4491         Hour                  Y      Denied
## 8523     135944.4400         Year                  Y      Denied
## 8524      88127.3100         Year                  N   Certified
## 8525        932.1547         Hour                  Y      Denied
## 8526     100023.9700         Year                  Y   Certified
## 8527      85028.3200         Year                  Y   Certified
## 8528      80494.3700         Year                  N      Denied
## 8529     116275.2400         Year                  Y   Certified
## 8530      70217.8600         Year                  Y   Certified
## 8531      32279.2200         Year                  Y   Certified
## 8532      13963.5500         Year                  Y   Certified
## 8533      58966.5800         Year                  Y      Denied
## 8534     125732.6400         Year                  Y      Denied
## 8535      30025.6100         Year                  Y   Certified
## 8536        428.7372         Hour                  Y      Denied
## 8537      81572.7600         Year                  Y      Denied
## 8538        118.4300         Hour                  Y   Certified
## 8539     112491.3600         Year                  Y      Denied
## 8540       7676.0700         Year                  Y   Certified
## 8541      46579.4500         Year                  Y   Certified
## 8542     125601.5800         Year                  Y   Certified
## 8543      97492.3900         Year                  Y   Certified
## 8544      52832.6500         Year                  Y   Certified
## 8545      11056.4100         Year                  Y      Denied
## 8546      87536.7800         Year                  Y      Denied
## 8547     134481.2800         Year                  N   Certified
## 8548     110549.2500         Year                  Y   Certified
## 8549      28759.3600         Year                  Y   Certified
## 8550      72161.0200         Year                  Y   Certified
## 8551      82750.1600         Year                  Y      Denied
## 8552      54801.1700         Year                  Y   Certified
## 8553      80550.8800         Year                  Y   Certified
## 8554      99571.4700         Year                  Y      Denied
## 8555      31621.0200         Year                  Y      Denied
## 8556      81428.8500         Year                  Y   Certified
## 8557     121968.7100         Year                  Y   Certified
## 8558      73699.0200         Year                  N   Certified
## 8559      99530.4000         Year                  Y   Certified
## 8560      68401.7800         Year                  Y   Certified
## 8561     138783.5200         Year                  Y   Certified
## 8562      93783.9500         Year                  N   Certified
## 8563      97857.6700         Year                  Y   Certified
## 8564     161389.2800         Year                  Y      Denied
## 8565      65071.4000         Year                  N   Certified
## 8566     107713.2900         Year                  Y   Certified
## 8567      83247.2000         Year                  Y   Certified
## 8568     142513.6500         Year                  N   Certified
## 8569      78687.9800         Year                  Y   Certified
## 8570      48903.8100         Year                  Y      Denied
## 8571      21159.4900         Year                  Y   Certified
## 8572      73476.3400         Year                  Y      Denied
## 8573        108.4700         Hour                  Y   Certified
## 8574      78109.5600         Year                  Y   Certified
## 8575        766.8536         Hour                  Y      Denied
## 8576      47636.1200         Year                  Y   Certified
## 8577      98329.2300         Year                  Y   Certified
## 8578     166173.8200         Year                  Y   Certified
## 8579      73479.6700         Year                  Y   Certified
## 8580      74403.3300         Year                  Y      Denied
## 8581      44960.7700         Year                  Y   Certified
## 8582      83208.1900         Year                  Y   Certified
## 8583      75288.3500        Month                  Y      Denied
## 8584        119.7900         Hour                  Y   Certified
## 8585     154627.3100         Year                  Y   Certified
## 8586      22336.4000         Year                  Y   Certified
## 8587      34729.0700         Year                  Y   Certified
## 8588      73801.9900         Year                  Y   Certified
## 8589      27426.0800         Year                  Y   Certified
## 8590     101447.9900         Year                  Y   Certified
## 8591      58297.2600         Year                  Y      Denied
## 8592     111523.0600         Year                  Y   Certified
## 8593      18929.6000         Year                  Y      Denied
## 8594     137493.5400         Year                  Y      Denied
## 8595     224366.0300         Year                  Y   Certified
## 8596      98247.6300         Year                  N      Denied
## 8597     108825.5500         Year                  Y      Denied
## 8598      78406.4100         Year                  Y   Certified
## 8599      95222.2700         Year                  Y   Certified
## 8600     131094.3100         Year                  Y   Certified
## 8601      63056.4400         Year                  Y   Certified
## 8602      41383.1400         Year                  Y      Denied
## 8603     184489.8900         Year                  Y   Certified
## 8604       8270.6600         Year                  Y   Certified
## 8605     114313.6000         Year                  N   Certified
## 8606      76256.8900         Year                  Y   Certified
## 8607      70705.6700         Year                  Y      Denied
## 8608      83787.2700         Year                  Y   Certified
## 8609      42301.8500         Year                  Y   Certified
## 8610      46682.1500         Year                  Y   Certified
## 8611      78268.2700         Year                  Y   Certified
## 8612      69831.1400         Year                  Y      Denied
## 8613      54915.9700         Year                  Y   Certified
## 8614      69372.2100         Year                  N   Certified
## 8615       6927.7600         Year                  N   Certified
## 8616      20875.3400         Year                  Y   Certified
## 8617      38093.4300         Year                  Y   Certified
## 8618     100419.8200         Year                  Y   Certified
## 8619     127063.5000         Year                  N      Denied
## 8620      97924.4500         Year                  Y   Certified
## 8621      43622.4100         Year                  Y      Denied
## 8622      41120.4800         Year                  N   Certified
## 8623      80952.3700         Year                  Y   Certified
## 8624     105011.1200         Year                  Y   Certified
## 8625         17.5508         Hour                  Y      Denied
## 8626        887.2921         Hour                  Y   Certified
## 8627      27597.3900         Year                  Y      Denied
## 8628      94513.1000         Year                  Y      Denied
## 8629      46143.6000         Year                  Y   Certified
## 8630      70193.6300         Year                  Y   Certified
## 8631      67462.4800         Year                  Y   Certified
## 8632        347.1310         Hour                  Y      Denied
## 8633        683.6176         Hour                  Y   Certified
## 8634      90022.5900         Year                  Y   Certified
## 8635     110838.6900         Year                  Y   Certified
## 8636      73543.3500         Year                  Y      Denied
## 8637     142403.8600         Year                  Y   Certified
## 8638      95782.7200         Year                  Y   Certified
## 8639      41788.1300         Year                  Y   Certified
## 8640        399.6297         Hour                  Y      Denied
## 8641     141040.9900         Year                  Y   Certified
## 8642      59477.6800         Year                  Y   Certified
## 8643      58977.1200         Year                  N   Certified
## 8644      43138.5200         Year                  Y   Certified
## 8645     139401.2100         Year                  N      Denied
## 8646     146123.4700         Year                  Y   Certified
## 8647     128711.5200         Year                  Y   Certified
## 8648      40462.5600         Year                  Y      Denied
## 8649      91740.2500         Year                  Y   Certified
## 8650      23613.5200         Year                  Y   Certified
## 8651        428.7641         Hour                  Y      Denied
## 8652      59263.0700         Year                  Y   Certified
## 8653     207809.7300         Year                  Y      Denied
## 8654      43188.2300         Year                  Y      Denied
## 8655     152496.3300         Year                  N   Certified
## 8656      81620.8400         Year                  Y   Certified
## 8657      84754.7800         Year                  N   Certified
## 8658       8933.5700         Year                  Y      Denied
## 8659      58472.8100         Year                  Y   Certified
## 8660      37975.9400         Year                  Y      Denied
## 8661      55439.0000         Year                  Y      Denied
## 8662      73793.9100         Year                  N   Certified
## 8663      98692.5800         Year                  Y   Certified
## 8664     213646.9100         Year                  Y   Certified
## 8665     136468.0200         Year                  Y      Denied
## 8666        891.8422         Hour                  Y   Certified
## 8667      85934.4100         Year                  Y   Certified
## 8668       4646.4100         Year                  Y   Certified
## 8669     136938.8400         Year                  Y   Certified
## 8670     144550.7700         Year                  N   Certified
## 8671        113.0900         Hour                  Y      Denied
## 8672      37424.3300         Year                  Y   Certified
## 8673     104693.3900         Year                  Y      Denied
## 8674     152346.8400         Year                  N   Certified
## 8675      97820.1400         Year                  Y   Certified
## 8676      37043.2300         Year                  Y   Certified
## 8677      37364.3500         Year                  Y   Certified
## 8678     121437.3900         Year                  Y   Certified
## 8679      68822.9500         Year                  Y   Certified
## 8680      76034.4700         Year                  Y   Certified
## 8681      44005.0600         Year                  Y   Certified
## 8682      66054.0800         Year                  N   Certified
## 8683        969.5751         Hour                  Y      Denied
## 8684      23753.7400         Year                  Y   Certified
## 8685      13268.9300         Year                  Y   Certified
## 8686     210625.5600         Year                  Y      Denied
## 8687     119720.7400         Year                  N   Certified
## 8688      71419.1100         Year                  Y   Certified
## 8689      45573.3500         Year                  Y      Denied
## 8690      12668.4900         Year                  Y   Certified
## 8691      54195.8600         Year                  Y   Certified
## 8692      30973.3200         Year                  Y   Certified
## 8693      91489.9600         Year                  Y      Denied
## 8694      55105.8600         Year                  Y   Certified
## 8695     254361.3900         Year                  Y   Certified
## 8696     153462.3900         Year                  Y      Denied
## 8697      52774.5800         Year                  Y   Certified
## 8698      40648.5100         Year                  Y   Certified
## 8699      77954.9300         Year                  Y   Certified
## 8700        781.7726         Hour                  Y   Certified
## 8701     106556.0600         Year                  Y   Certified
## 8702       4084.6300         Year                  Y   Certified
## 8703     247003.9500         Year                  Y      Denied
## 8704      98850.3800         Year                  Y   Certified
## 8705     123380.1400         Year                  Y      Denied
## 8706      78564.6700         Year                  Y   Certified
## 8707     244758.7300         Year                  Y   Certified
## 8708       8531.8500         Year                  Y   Certified
## 8709       4240.1500         Year                  Y   Certified
## 8710     284585.2000         Year                  Y   Certified
## 8711      17418.6100         Year                  Y      Denied
## 8712      94570.2500         Year                  N   Certified
## 8713      84555.7200         Year                  Y      Denied
## 8714     159643.5100         Year                  Y   Certified
## 8715      85594.8500         Year                  Y   Certified
## 8716      43278.8000         Year                  Y   Certified
## 8717      63450.5100         Year                  Y   Certified
## 8718       3741.9500         Year                  Y   Certified
## 8719      53807.6100         Year                  Y   Certified
## 8720      73177.8200         Year                  Y   Certified
## 8721     102856.2000         Year                  Y   Certified
## 8722      22910.8900         Year                  Y      Denied
## 8723     135666.5500         Year                  N   Certified
## 8724     168931.9000         Year                  Y   Certified
## 8725      38646.0300         Year                  Y   Certified
## 8726      20263.0200         Year                  Y   Certified
## 8727      77249.1300         Year                  Y   Certified
## 8728     124138.9000         Year                  Y   Certified
## 8729      73846.3000         Year                  Y   Certified
## 8730        527.0549         Hour                  Y      Denied
## 8731     136324.3200         Year                  Y      Denied
## 8732      97420.0500         Year                  Y   Certified
## 8733        123.0441         Hour                  Y      Denied
## 8734        147.1202         Hour                  Y      Denied
## 8735      97658.0900         Year                  Y   Certified
## 8736        318.4801         Hour                  Y      Denied
## 8737      88078.8100         Year                  Y   Certified
## 8738     141297.5200         Year                  Y   Certified
## 8739      26952.9800         Year                  Y   Certified
## 8740      58854.5700         Year                  Y   Certified
## 8741     122414.7700         Year                  N   Certified
## 8742      13451.4000         Year                  Y      Denied
## 8743      55479.2700         Year                  Y   Certified
## 8744      82190.3100         Year                  N   Certified
## 8745     163903.8000         Year                  Y   Certified
## 8746      77794.2900         Year                  N      Denied
## 8747      15925.9000         Year                  Y   Certified
## 8748      35785.0200         Year                  Y      Denied
## 8749      71772.5900         Year                  Y   Certified
## 8750      20871.4600         Year                  Y   Certified
## 8751        786.1880         Hour                  Y   Certified
## 8752      70027.6400         Year                  Y   Certified
## 8753     126861.4300         Year                  Y      Denied
## 8754      47212.8100         Year                  Y   Certified
## 8755      85095.7300         Year                  Y   Certified
## 8756       8731.8900         Year                  Y   Certified
## 8757      27490.3800         Year                  Y      Denied
## 8758     115183.3000         Year                  Y   Certified
## 8759      88240.1000         Year                  Y   Certified
## 8760      93065.5100         Year                  Y   Certified
## 8761     129462.0400         Year                  Y   Certified
## 8762      53866.6500         Year                  Y      Denied
## 8763     150446.7600         Year                  Y   Certified
## 8764     105771.6000         Year                  Y   Certified
## 8765      12160.4700         Year                  Y   Certified
## 8766        124.7300         Hour                  Y      Denied
## 8767      35013.2200         Year                  Y   Certified
## 8768      36376.8900         Year                  Y   Certified
## 8769      58547.3500         Year                  N   Certified
## 8770         44.8222         Hour                  Y      Denied
## 8771     100723.4100         Year                  Y      Denied
## 8772      79202.3600         Year                  Y   Certified
## 8773      93579.6400         Year                  N   Certified
## 8774      42492.2000         Year                  Y   Certified
## 8775      24647.0200         Year                  Y   Certified
## 8776      75906.4700         Year                  Y   Certified
## 8777      40469.5400         Year                  Y   Certified
## 8778        154.2600         Hour                  Y   Certified
## 8779     159633.3600         Year                  Y   Certified
## 8780      78071.3500         Year                  Y   Certified
## 8781      99122.4500         Year                  Y   Certified
## 8782     110952.9400         Year                  Y   Certified
## 8783     106795.8300         Year                  N   Certified
## 8784     260321.8600         Year                  N      Denied
## 8785      39367.3500         Year                  Y   Certified
## 8786      41785.8200         Year                  Y   Certified
## 8787      54954.8600         Year                  Y   Certified
## 8788     188931.5500         Year                  Y      Denied
## 8789      32694.8500         Year                  Y   Certified
## 8790      96635.7800         Year                  Y   Certified
## 8791     128568.9200         Year                  N   Certified
## 8792     106779.9300         Year                  Y   Certified
## 8793      93356.0300         Year                  Y   Certified
## 8794     115546.4900         Year                  Y   Certified
## 8795      95343.1800         Year                  Y   Certified
## 8796     133236.4000         Year                  Y   Certified
## 8797      90834.5100         Year                  Y   Certified
## 8798     113964.1900         Year                  N      Denied
## 8799      84577.9200         Year                  Y      Denied
## 8800     148801.7600         Year                  Y   Certified
## 8801      39266.1400         Year                  Y   Certified
## 8802     114191.8800         Year                  N   Certified
## 8803      63668.1800         Year                  N   Certified
## 8804     138714.8400         Year                  Y   Certified
## 8805      42771.4900         Year                  Y   Certified
## 8806       4453.9700         Year                  Y   Certified
## 8807      13331.4500         Year                  Y   Certified
## 8808        560.7972         Hour                  Y      Denied
## 8809      47730.6200         Year                  Y   Certified
## 8810     127279.9700         Year                  Y      Denied
## 8811       3702.5100         Year                  Y   Certified
## 8812       3461.5700         Year                  Y      Denied
## 8813        119.8200         Hour                  Y      Denied
## 8814      48539.7400         Year                  Y   Certified
## 8815      75820.2400         Year                  Y      Denied
## 8816        107.0800         Hour                  Y      Denied
## 8817      92941.0000         Year                  Y   Certified
## 8818     131241.2800         Year                  Y   Certified
## 8819      61037.5100         Year                  Y   Certified
## 8820        218.3542         Hour                  Y   Certified
## 8821      85041.9200         Year                  Y      Denied
## 8822      71914.2700         Year                  N   Certified
## 8823     102079.6400         Year                  Y   Certified
## 8824      36330.5400         Year                  Y   Certified
## 8825     131316.0100         Year                  Y   Certified
## 8826     117651.0900         Year                  Y   Certified
## 8827      33598.6800         Year                  Y   Certified
## 8828      79681.7600         Year                  Y      Denied
## 8829      29465.0400         Week                  Y   Certified
## 8830     205023.3400         Year                  Y   Certified
## 8831     156705.4800         Year                  N      Denied
## 8832       5358.1500         Year                  Y   Certified
## 8833      86050.8000         Year                  Y   Certified
## 8834     101258.7800         Year                  Y      Denied
## 8835      24099.2500         Year                  Y   Certified
## 8836      65971.0900         Year                  Y      Denied
## 8837     189852.1100         Year                  Y   Certified
## 8838      72945.7600         Year                  Y   Certified
## 8839     190371.6900         Year                  Y   Certified
## 8840      71618.2600         Year                  Y   Certified
## 8841     106027.6400         Year                  Y   Certified
## 8842     111350.3700         Year                  Y   Certified
## 8843      40513.8100         Year                  Y   Certified
## 8844      31291.3000         Year                  Y   Certified
## 8845     189361.4000         Year                  N   Certified
## 8846      92050.8600         Year                  Y   Certified
## 8847      38062.7000         Year                  Y      Denied
## 8848     111965.7700         Year                  Y   Certified
## 8849     239400.6300         Year                  Y   Certified
## 8850      30531.7100         Year                  Y   Certified
## 8851     159688.8500         Year                  N      Denied
## 8852      73699.5400         Year                  Y   Certified
## 8853      71242.7900         Year                  Y   Certified
## 8854      17938.1600         Year                  N   Certified
## 8855      60777.5700         Year                  Y   Certified
## 8856     114615.2300         Year                  N   Certified
## 8857     158883.4800         Year                  Y   Certified
## 8858      49389.9000         Year                  Y   Certified
## 8859     115499.5200         Year                  Y   Certified
## 8860      69310.2500         Year                  Y   Certified
## 8861      27557.0900         Year                  Y   Certified
## 8862     122648.1100         Year                  Y   Certified
## 8863     153101.4800         Year                  Y      Denied
## 8864      44441.8600         Year                  Y   Certified
## 8865      91934.8300         Year                  Y   Certified
## 8866     123699.4500         Year                  Y   Certified
## 8867      33989.5900         Year                  Y   Certified
## 8868      69306.2900         Year                  Y   Certified
## 8869      31524.7000         Year                  Y      Denied
## 8870     126721.7700         Year                  N   Certified
## 8871     134011.2200         Year                  Y      Denied
## 8872     112533.3200         Year                  Y      Denied
## 8873      84868.0500         Year                  Y   Certified
## 8874      82057.3800         Year                  Y   Certified
## 8875     184611.7600         Year                  N   Certified
## 8876     133888.3000         Year                  Y   Certified
## 8877     101118.4000         Year                  Y   Certified
## 8878      96751.2400         Year                  Y   Certified
## 8879      37774.7700         Year                  Y      Denied
## 8880      92507.5500         Year                  Y      Denied
## 8881      92542.3500         Year                  Y   Certified
## 8882         45.9315         Hour                  Y      Denied
## 8883     108900.5400         Year                  Y   Certified
## 8884      87728.5600         Year                  Y   Certified
## 8885      91520.3200         Year                  Y      Denied
## 8886      41807.5700         Year                  Y      Denied
## 8887      74921.8300         Year                  Y   Certified
## 8888      48293.2000         Year                  Y   Certified
## 8889     144234.8600         Week                  Y   Certified
## 8890       5822.7900         Year                  Y      Denied
## 8891      29859.7600         Year                  Y   Certified
## 8892      61037.7400         Year                  Y   Certified
## 8893        513.4421         Hour                  Y   Certified
## 8894     169681.1200         Year                  Y      Denied
## 8895      72158.2100         Year                  Y   Certified
## 8896     107352.9200         Year                  Y   Certified
## 8897     107533.8200         Year                  Y   Certified
## 8898     101182.9400         Year                  Y   Certified
## 8899       6525.9100         Year                  Y   Certified
## 8900       2190.8500         Year                  Y   Certified
## 8901      49440.9100         Year                  Y   Certified
## 8902      46503.4400         Year                  Y   Certified
## 8903     118187.3000         Year                  Y      Denied
## 8904     174882.9300         Year                  Y   Certified
## 8905      92531.9900         Year                  N   Certified
## 8906      44593.4100         Year                  Y   Certified
## 8907     229535.1400         Year                  N   Certified
## 8908      81389.8200         Year                  Y   Certified
## 8909      82714.5900         Year                  Y   Certified
## 8910        883.8150         Hour                  Y   Certified
## 8911     136932.0800         Year                  Y   Certified
## 8912      37340.0000         Year                  Y   Certified
## 8913     128544.2000         Year                  Y   Certified
## 8914      22324.1600         Year                  Y      Denied
## 8915          5.6396         Hour                  Y      Denied
## 8916     121460.6700         Year                  Y   Certified
## 8917     169382.4400         Year                  Y   Certified
## 8918      61122.4400         Year                  Y   Certified
## 8919      44137.6600         Year                  N   Certified
## 8920      60910.8600         Year                  Y   Certified
## 8921      44563.9200         Year                  Y   Certified
## 8922      64282.5900         Year                  Y      Denied
## 8923      54999.9600         Year                  Y      Denied
## 8924      90363.6900         Year                  Y   Certified
## 8925     115786.9800         Year                  Y   Certified
## 8926      62185.1000         Year                  Y   Certified
## 8927      15744.7400         Year                  Y      Denied
## 8928     142493.3300         Year                  Y   Certified
## 8929       8717.7200         Year                  Y   Certified
## 8930      75036.4100         Year                  Y   Certified
## 8931      90859.0600         Year                  Y   Certified
## 8932      83050.2000         Year                  Y      Denied
## 8933     128710.4700         Year                  N   Certified
## 8934     101532.8500         Year                  Y   Certified
## 8935      76853.5000         Year                  Y   Certified
## 8936       3249.7200         Year                  Y   Certified
## 8937      27208.4000         Year                  Y   Certified
## 8938       4747.5200         Year                  Y   Certified
## 8939     181850.9500         Year                  Y   Certified
## 8940      19214.4000         Year                  Y   Certified
## 8941      55406.2600         Year                  Y   Certified
## 8942      38044.9500         Year                  Y   Certified
## 8943      54798.4800         Year                  Y   Certified
## 8944      73779.0400         Year                  Y   Certified
## 8945      82569.5900         Year                  N   Certified
## 8946     246525.4700         Year                  N   Certified
## 8947        853.6152         Hour                  Y   Certified
## 8948       2582.8200         Year                  Y   Certified
## 8949     109356.3500         Year                  Y   Certified
## 8950       9475.4500         Year                  Y   Certified
## 8951       4832.7900         Year                  Y   Certified
## 8952      78233.4200         Year                  Y   Certified
## 8953      60900.9500         Year                  Y      Denied
## 8954      49578.6600         Year                  Y   Certified
## 8955      95510.3000         Year                  Y   Certified
## 8956      65441.9300         Year                  Y   Certified
## 8957      63100.6500         Year                  Y   Certified
## 8958      70335.1500         Year                  Y   Certified
## 8959     269645.3000         Year                  Y   Certified
## 8960      67116.2800         Year                  Y   Certified
## 8961     113910.5300         Year                  N   Certified
## 8962     105159.8000         Year                  N   Certified
## 8963       5364.3600         Year                  Y      Denied
## 8964      48990.0500         Year                  Y   Certified
## 8965      21956.9500         Year                  Y   Certified
## 8966      45243.0000         Year                  Y   Certified
## 8967      56825.4400         Year                  Y   Certified
## 8968      58703.5900         Year                  Y      Denied
## 8969      53250.9700         Year                  Y   Certified
## 8970      53543.7100         Year                  N   Certified
## 8971      14783.8200         Year                  Y   Certified
## 8972      60159.4500         Year                  Y   Certified
## 8973      97205.9300         Year                  Y      Denied
## 8974      55328.8800         Year                  Y   Certified
## 8975      46404.2700         Year                  Y   Certified
## 8976      87927.3700         Year                  Y   Certified
## 8977        343.3205         Hour                  Y   Certified
## 8978      81229.7300         Year                  Y   Certified
## 8979       2979.7100         Year                  Y   Certified
## 8980        821.4668         Hour                  Y   Certified
## 8981       3663.1200         Year                  Y   Certified
## 8982       6796.5200         Year                  N   Certified
## 8983     140986.6700         Year                  Y   Certified
## 8984      47393.5700         Year                  Y   Certified
## 8985        614.7183         Hour                  Y   Certified
## 8986      13440.3200         Year                  Y   Certified
## 8987      66366.1000         Year                  Y      Denied
## 8988      65172.5800         Year                  Y   Certified
## 8989      23788.9700         Year                  Y      Denied
## 8990      72555.4000         Year                  Y   Certified
## 8991      63324.3400         Year                  Y      Denied
## 8992      81554.6100         Year                  Y   Certified
## 8993      56269.8400         Year                  Y   Certified
## 8994     111258.4500         Year                  Y   Certified
## 8995     124092.0000         Year                  N   Certified
## 8996     132708.5000         Year                  Y   Certified
## 8997     121501.3200         Year                  N   Certified
## 8998      67492.0000         Year                  Y   Certified
## 8999      93610.5500         Year                  Y      Denied
## 9000        783.4324         Hour                  Y   Certified
## 9001        251.8984         Hour                  Y   Certified
## 9002      35249.1600         Year                  Y   Certified
## 9003     153897.1100         Year                  Y   Certified
## 9004      93553.0500         Year                  Y      Denied
## 9005      14092.3000         Year                  Y      Denied
## 9006      30244.6200         Year                  N   Certified
## 9007     128346.4800         Year                  N   Certified
## 9008     103119.6200         Year                  Y   Certified
## 9009     228937.4400         Year                  Y   Certified
## 9010      83574.1800         Year                  Y      Denied
## 9011        433.7437         Hour                  Y      Denied
## 9012      76156.3800         Year                  N   Certified
## 9013      50191.4400         Year                  Y      Denied
## 9014      44791.4400         Year                  Y      Denied
## 9015      31337.3400         Year                  N   Certified
## 9016      49425.5600         Year                  Y   Certified
## 9017     112159.6100         Year                  Y   Certified
## 9018      20742.9600         Year                  Y   Certified
## 9019     131757.5300         Year                  N   Certified
## 9020     161743.7700         Year                  Y   Certified
## 9021     171642.6800         Year                  Y      Denied
## 9022      40465.2400         Year                  Y   Certified
## 9023     105840.4000         Year                  Y      Denied
## 9024     171485.0800         Year                  Y   Certified
## 9025      85737.5000         Year                  N   Certified
## 9026      20855.4800         Year                  Y   Certified
## 9027     135431.2100         Year                  N   Certified
## 9028      14033.0100         Year                  Y   Certified
## 9029      82432.2400         Year                  Y      Denied
## 9030      18321.2200         Year                  Y   Certified
## 9031      28856.3200         Year                  Y   Certified
## 9032      15073.3700         Year                  Y   Certified
## 9033      72391.2200         Year                  N      Denied
## 9034      87588.5000         Year                  Y   Certified
## 9035     113577.8400         Year                  Y   Certified
## 9036       6697.2400         Year                  Y   Certified
## 9037        577.8283         Hour                  Y   Certified
## 9038      34996.2000         Year                  Y   Certified
## 9039      46663.3500         Year                  Y   Certified
## 9040      85384.8800         Week                  Y   Certified
## 9041      31536.3000         Year                  Y   Certified
## 9042     129390.6900         Year                  Y   Certified
## 9043      96316.9800         Year                  Y      Denied
## 9044      31126.3300         Year                  Y   Certified
## 9045     118290.5400         Year                  Y   Certified
## 9046        181.8700         Year                  Y      Denied
## 9047     210465.5000         Year                  Y   Certified
## 9048       6938.4900         Year                  Y      Denied
## 9049      75478.8900         Year                  Y   Certified
## 9050     108556.0800         Year                  Y   Certified
## 9051      84213.5600         Year                  Y   Certified
## 9052        640.8977         Hour                  Y      Denied
## 9053     102651.4800         Year                  Y   Certified
## 9054      11314.6800         Year                  Y   Certified
## 9055      25922.1000         Year                  Y   Certified
## 9056     129901.4500         Year                  Y   Certified
## 9057     141986.0400         Year                  Y   Certified
## 9058      81502.5900         Year                  Y      Denied
## 9059      83104.9500         Year                  Y   Certified
## 9060      40645.1400         Year                  Y   Certified
## 9061      24341.1500         Year                  Y   Certified
## 9062      95539.8800         Year                  Y   Certified
## 9063      60458.9000         Year                  Y   Certified
## 9064      90193.3600         Year                  Y   Certified
## 9065      29398.8500         Year                  Y   Certified
## 9066     107987.2700         Year                  Y      Denied
## 9067     128133.3600         Year                  Y   Certified
## 9068      17831.2200         Year                  Y   Certified
## 9069      70771.7000         Year                  N   Certified
## 9070      53295.7600         Year                  Y   Certified
## 9071     169063.7500         Year                  Y   Certified
## 9072      68701.3400         Year                  Y   Certified
## 9073      62314.8700         Year                  Y   Certified
## 9074       8838.3300         Year                  Y   Certified
## 9075      17194.4600         Year                  Y   Certified
## 9076      73223.7700         Year                  Y   Certified
## 9077      59193.4300         Year                  Y      Denied
## 9078      78592.4000         Year                  Y   Certified
## 9079     124148.0000         Year                  Y      Denied
## 9080     103859.4300         Year                  Y   Certified
## 9081        691.1057         Hour                  Y      Denied
## 9082     158537.9300         Year                  Y   Certified
## 9083      75887.8300         Year                  Y      Denied
## 9084      50532.2800         Year                  Y   Certified
## 9085      53592.8600         Year                  Y   Certified
## 9086      25612.5200         Year                  Y   Certified
## 9087     103573.9600         Year                  Y      Denied
## 9088        138.7658         Hour                  Y   Certified
## 9089        929.2098         Hour                  Y   Certified
## 9090     116484.1500         Year                  Y   Certified
##  [ reached 'max' / getOption("max.print") -- omitted 16390 rows ]
visa3 <- mutate(visa3,continent_Asia = ifelse(continent=="Asia",1,0))
visa3 <- mutate(visa3,continent_Europe= ifelse(continent=="Europe",1,0))
visa3 <- mutate(visa3,continent_Africa= ifelse(continent=="Africa",1,0))
visa3 <- mutate(visa3,continent_South_America = ifelse(continent=="South America",1,0))
visa3 <- mutate(visa3,continent_North_America = ifelse(continent=="North America",1,0))
visa3 <- mutate(visa3,continent_Oceania = ifelse(continent=="Oceania",1,0))

visa3 <- mutate(visa3,unit_of_wage_Year = ifelse(unit_of_wage=="Year",1,0))
visa3 <- mutate(visa3,unit_of_wage_Week = ifelse(unit_of_wage=="Week",1,0))
visa3 <- mutate(visa3,unit_of_wage_Month = ifelse(unit_of_wage=="Month",1,0))
visa3 <- mutate(visa3,unit_of_wage_Hour = ifelse(unit_of_wage=="Hour",1,0))

visa3 <- mutate(visa3,region_of_employment_Island = ifelse(region_of_employment=="Island",1,0))
visa3 <- mutate(visa3,region_of_employment_West = ifelse(region_of_employment=="West",1,0))
visa3 <- mutate(visa3,region_of_employment_Northeast = ifelse(region_of_employment=="Northeast",1,0))
visa3 <- mutate(visa3,region_of_employment_Midwest = ifelse(region_of_employment=="Midwest",1,0))
visa3 <- mutate(visa3,region_of_employment_South = ifelse(region_of_employment=="South",1,0))

visa3 <- mutate(visa3,education_of_employee_High_School = ifelse(education_of_employee=="High School",1,0))
visa3 <- mutate(visa3,education_of_employee_Doctorate = ifelse(education_of_employee=="Doctorate",1,0))
visa3 <- mutate(visa3,education_of_employee_Bachelor_s = ifelse(education_of_employee=="Bachelor's",1,0))
visa3 <- mutate(visa3,education_of_employee_Master_s = ifelse(education_of_employee=="Master's",1,0))
set.seed(123)
visa2 <- sample(c(TRUE, FALSE), nrow(visa3), replace=TRUE, prob=c(0.7,0.3))
train <- visa3[visa2, ]
test <- visa3[!visa2, ]

FIRST CHECK IF WE HAVE IMBALANCE DATA

table(train$case_status)
## 
## Certified    Denied 
##     11904      5954

as you can see we have imbalanced data . I use over sampling to solve this problem after split the data to test and train

ovun.sample: Over-sampling, under-sampling, combination of over- and under-sampling.

train <- ovun.sample(case_status ~ ., data = train, method = "over")$data
table(train$case_status)
## 
## Certified    Denied 
##     11904     11795

now I can run the model

Model evaluation criterion

Model can make wrong predictions as:

  1. Model predicts that the visa application will get certified but in reality, the visa application should get denied.
  2. Model predicts that the visa application will not get certified but in reality, the visa application should get certified.

Which case is more important?

  • Both the cases are important as:

  • If a visa is certified when it had to be denied a wrong employee will get the job position while US citizens will miss the opportunity to work on that position.

  • If a visa is denied when it had to be certified the U.S. will lose a suitable human resource that can contribute to the economy.

How to reduce the losses?

  • F1 Score can be used a the metric for evaluation of the model, greater the F1 score higher are the chances of minimizing False Negatives and False Positives.
  • We will use balanced class weights so that model focuses equally on both classes.

Decision Tree Model

formula = case_status ~ has_job_experience  + requires_job_training +no_of_employees  +yr_of_estab+prevailing_wage+full_time_position  +continent_Asia+continent_Europe+          continent_Africa+continent_South_America+continent_North_America+continent_Oceania+unit_of_wage_Year+unit_of_wage_Week+                unit_of_wage_Month+unit_of_wage_Hour+region_of_employment_Island+region_of_employment_West+region_of_employment_Northeast+region_of_employment_Midwest+region_of_employment_South+education_of_employee_High_School+education_of_employee_Doctorate+education_of_employee_Bachelor_s+education_of_employee_Master_s
train<-subset(train,select=-c(unit_of_wage,region_of_employment,education_of_employee,continent))
library(tree)
## Warning: package 'tree' was built under R version 4.1.3
library(caret)
tree.model= tree(formula, data=train , method='class')
summary(tree.model)
## 
## Classification tree:
## tree(formula = formula, data = train, method = "class")
## Variables actually used in tree construction:
## [1] "education_of_employee_High_School" "has_job_experience"               
## [3] "unit_of_wage_Hour"                 "continent_Europe"                 
## [5] "education_of_employee_Bachelor_s" 
## Number of terminal nodes:  6 
## Residual mean deviance:  1.19 = 28200 / 23690 
## Misclassification error rate: 0.3243 = 7686 / 23699
plot(tree.model)
text(tree.model,pretty = 0,cex=0.6)

I don’t think that we need tuning this tree…

test <- test[,!names(test) %in% 'case_id']

prediction

pred.tree=predict(tree.model,test, type = 'class')
print(length(test$case_status))
## [1] 7622
print(length(pred.tree))
## [1] 7622
plot(pred.tree, test$case_status)

caret::confusionMatrix(as.factor(test$case_status),(pred.tree))
## Confusion Matrix and Statistics
## 
##            Reference
## Prediction  Certified Denied
##   Certified      3400   1714
##   Denied          773   1735
##                                           
##                Accuracy : 0.6737          
##                  95% CI : (0.6631, 0.6842)
##     No Information Rate : 0.5475          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.3255          
##                                           
##  Mcnemar's Test P-Value : < 2.2e-16       
##                                           
##             Sensitivity : 0.8148          
##             Specificity : 0.5030          
##          Pos Pred Value : 0.6648          
##          Neg Pred Value : 0.6918          
##              Prevalence : 0.5475          
##          Detection Rate : 0.4461          
##    Detection Prevalence : 0.6710          
##       Balanced Accuracy : 0.6589          
##                                           
##        'Positive' Class : Certified       
## 

The model has predicted Denied as Denied (True negative),1492 times and Denied as Certified (False negative), 1778 time. The model has predicted Certified as Denied (False positive),539 times and Certified as Certified , (True positive)2252 times. The accuracy of the model is 61% which is not very high. # F1 SCORE

library(MLmetrics)
F1_Score(pred.tree,test$case_status)
## [1] 0.7322063

The F-score, also called the F1-score, is a measure of a model’s accuracy on a data set. I am getting an F1 score of 0.66 which is not very good. so lets try simple logistic regression. # logistic regression

Log_reg <- glm(formula , data = train, family = binomial())
summary(Log_reg)
## 
## Call:
## glm(formula = formula, family = binomial(), data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -2.8048  -0.9362  -0.3603   0.9535   2.3691  
## 
## Coefficients: (4 not defined because of singularities)
##                                     Estimate Std. Error z value Pr(>|z|)    
## (Intercept)                        1.257e+00  7.159e-01   1.756   0.0791 .  
## has_job_experienceY               -9.293e-01  3.040e-02 -30.574  < 2e-16 ***
## requires_job_trainingY            -4.205e-02  4.765e-02  -0.883   0.3775    
## no_of_employees                   -1.646e-07  6.589e-07  -0.250   0.8027    
## yr_of_estab                       -2.129e-05  3.509e-04  -0.061   0.9516    
## prevailing_wage                    2.915e-08  3.182e-07   0.092   0.9270    
## full_time_positionY               -2.563e-01  4.929e-02  -5.201 1.98e-07 ***
## continent_Asia                    -7.312e-02  1.733e-01  -0.422   0.6731    
## continent_Europe                  -8.060e-01  1.777e-01  -4.537 5.71e-06 ***
## continent_Africa                  -2.042e-01  1.996e-01  -1.023   0.3062    
## continent_South_America            1.250e-01  1.906e-01   0.656   0.5119    
## continent_North_America            9.380e-02  1.770e-01   0.530   0.5961    
## continent_Oceania                         NA         NA      NA       NA    
## unit_of_wage_Year                 -1.352e+00  6.150e-02 -21.979  < 2e-16 ***
## unit_of_wage_Week                 -9.862e-01  1.496e-01  -6.592 4.34e-11 ***
## unit_of_wage_Month                -1.281e+00  2.698e-01  -4.748 2.05e-06 ***
## unit_of_wage_Hour                         NA         NA      NA       NA    
## region_of_employment_Island        5.796e-01  1.211e-01   4.787 1.69e-06 ***
## region_of_employment_West          5.497e-01  4.046e-02  13.587  < 2e-16 ***
## region_of_employment_Northeast     3.745e-01  3.938e-02   9.508  < 2e-16 ***
## region_of_employment_Midwest      -3.352e-01  4.798e-02  -6.985 2.85e-12 ***
## region_of_employment_South                NA         NA      NA       NA    
## education_of_employee_High_School  2.282e+00  4.979e-02  45.829  < 2e-16 ***
## education_of_employee_Doctorate   -5.738e-01  6.735e-02  -8.520  < 2e-16 ***
## education_of_employee_Bachelor_s   8.455e-01  3.356e-02  25.197  < 2e-16 ***
## education_of_employee_Master_s            NA         NA      NA       NA    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 32853  on 23698  degrees of freedom
## Residual deviance: 27273  on 23677  degrees of freedom
## AIC: 27317
## 
## Number of Fisher Scoring iterations: 4

First notice that this coefficient is statistically significant (associated with a p-value < 0.05), so these predictors influence on case status: continentEurope / education_of_employee / has_job_experienceY / region_of_employment /unit_of_wage / full_time_positionY

pscl::pR2(Log_reg)["McFadden"]
## fitting null model for pseudo-r2
##  McFadden 
## 0.1698581

A value of 0.17 is quite low for McFadden’s R2, which indicates that our model does not fits the data very well and has low predictive power.

PREDICTION glm

test$Pred = predict.glm(Log_reg, newdata = test, type ="response")
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
test$case_status  <- factor(test$case_status  )
test$Prediction = ifelse(test$Pred >=0.5,"Certified","Denied")
test$Prediction  <- factor(test$Prediction )
table(test$Prediction)
## 
## Certified    Denied 
##      3334      4288
caret::confusionMatrix((test$case_status),as.factor(test$Prediction))
## Confusion Matrix and Statistics
## 
##            Reference
## Prediction  Certified Denied
##   Certified      1573   3541
##   Denied         1761    747
##                                           
##                Accuracy : 0.3044          
##                  95% CI : (0.2941, 0.3149)
##     No Information Rate : 0.5626          
##     P-Value [Acc > NIR] : 1               
##                                           
##                   Kappa : -0.3341         
##                                           
##  Mcnemar's Test P-Value : <2e-16          
##                                           
##             Sensitivity : 0.4718          
##             Specificity : 0.1742          
##          Pos Pred Value : 0.3076          
##          Neg Pred Value : 0.2978          
##              Prevalence : 0.4374          
##          Detection Rate : 0.2064          
##    Detection Prevalence : 0.6710          
##       Balanced Accuracy : 0.3230          
##                                           
##        'Positive' Class : Certified       
## 

Accuracy of glm is 28% and it is very low

F1_Score(test$Prediction,test$case_status)
## [1] 0.3723958

F1 score is also very low. so we can say this model is not good at all

randomForest model

library(randomForest)
## Warning: package 'randomForest' was built under R version 4.1.3
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
## 
## Attaching package: 'randomForest'
## The following object is masked from 'package:dplyr':
## 
##     combine
## The following object is masked from 'package:ggplot2':
## 
##     margin
random_Forest <- randomForest(formula, data= train) 
p1 <- predict(random_Forest, test)
confusionMatrix(p1, test$case_status)
## Confusion Matrix and Statistics
## 
##            Reference
## Prediction  Certified Denied
##   Certified      3896    873
##   Denied         1218   1635
##                                           
##                Accuracy : 0.7257          
##                  95% CI : (0.7155, 0.7357)
##     No Information Rate : 0.671           
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.3997          
##                                           
##  Mcnemar's Test P-Value : 5.36e-14        
##                                           
##             Sensitivity : 0.7618          
##             Specificity : 0.6519          
##          Pos Pred Value : 0.8169          
##          Neg Pred Value : 0.5731          
##              Prevalence : 0.6710          
##          Detection Rate : 0.5112          
##    Detection Prevalence : 0.6257          
##       Balanced Accuracy : 0.7069          
##                                           
##        'Positive' Class : Certified       
## 

Accuracy of this model is 0.73. this result is better than others

F1_Score(p1,test$case_status)
## [1] 0.7884246

also its F1 score is good

random_Forest$importance
##                                   MeanDecreaseGini
## has_job_experience                       508.02877
## requires_job_training                     95.55940
## no_of_employees                          788.90035
## yr_of_estab                              668.56718
## prevailing_wage                          975.44133
## full_time_position                       107.61427
## continent_Asia                            91.01700
## continent_Europe                         174.01549
## continent_Africa                          32.54413
## continent_South_America                   47.69378
## continent_North_America                   83.57143
## continent_Oceania                         20.75219
## unit_of_wage_Year                        143.96393
## unit_of_wage_Week                         17.88403
## unit_of_wage_Month                        10.14192
## unit_of_wage_Hour                        188.68970
## region_of_employment_Island               24.58804
## region_of_employment_West                 96.70048
## region_of_employment_Northeast            86.32686
## region_of_employment_Midwest             118.86554
## region_of_employment_South                93.33084
## education_of_employee_High_School        660.43030
## education_of_employee_Doctorate          197.75575
## education_of_employee_Bachelor_s         218.86783
## education_of_employee_Master_s           328.92708

tuning RandomForest

prediction

predicted_tunedrf <- predict(rf.forest1,test)

print(predicted_tunedrf)
##   Sample size of test (predict) data: 7622
##                 Number of grow trees: 1000
##   Average no. of grow terminal nodes: 3248.309
##          Total no. of grow variables: 25
##        Resampling used to grow trees: swor
##     Resample size used to grow trees: 14978
##                             Analysis: RF-C
##                               Family: class
##                     Imbalanced ratio: 2.0391
##                          Brier score: 0.18618597
##               Normalized Brier score: 0.74474386
##                                  AUC: 0.75496647
##                               PR-AUC: 0.59012777
##                               G-mean: 0.64787282
##          Requested performance error: 0.28640777, 0.19084865, 0.48125997
## 
## Confusion matrix:
## 
##            predicted
##   observed  Certified Denied class.error
##   Certified      4138    976      0.1908
##   Denied         1207   1301      0.4813
## 
##            Misclassification error: 0.2864078
  • Misclassification Rate: It tells you what fraction of predictions were incorrect; its formula is : (1-Accuracy) so we can say that the accuracy is about %72 which is pretty close to simple random forest model, but with comparison between their confusion metrics it seems that tuned random model is better

  • Tuned Random Forest model has given a good and generalized performance. We will use it as our final model.

Compute variable importance to detect interactions and optimize hyper- parameters for acquired customers.

rf.forest1$importance
##                                          all    Certified     Denied
## has_job_experience                0.21829791  0.243823304 0.93409566
## requires_job_training             0.09140630  0.059453281 0.43416227
## no_of_employees                   0.22097591  0.313072812 0.87869065
## yr_of_estab                       0.19467971  0.134119258 0.91712916
## prevailing_wage                   0.22539417  0.153417141 1.06370436
## full_time_position                0.08254451  0.127376074 0.31770135
## continent_Asia                    0.07019661  0.034104116 0.34508467
## continent_Europe                  0.11915161 -0.099008118 0.74408557
## continent_Africa                  0.02048238 -0.001205690 0.11194850
## continent_South_America           0.04227247  0.079945436 0.14785195
## continent_North_America           0.06342398  0.056112516 0.28625040
## continent_Oceania                 0.02480653  0.057366159 0.07621560
## unit_of_wage_Year                 0.06502365  0.105653111 0.24490348
## unit_of_wage_Week                 0.01548001  0.023118183 0.06035761
## unit_of_wage_Month                0.01769547  0.028066534 0.06734056
## unit_of_wage_Hour                 0.07548035  0.162859425 0.24369817
## region_of_employment_Island       0.02113388  0.050348955 0.06343887
## region_of_employment_West         0.07714173  0.076896959 0.33942456
## region_of_employment_Northeast    0.05414363  0.028952533 0.26348551
## region_of_employment_Midwest      0.09955921 -0.062022222 0.60085436
## region_of_employment_South        0.05587366 -0.014858753 0.31707450
## education_of_employee_High_School 0.22936801  0.779425755 0.45339189
## education_of_employee_Doctorate   0.09114816 -0.184689713 0.67917407
## education_of_employee_Bachelor_s  0.08293896  0.020357428 0.42783843
## education_of_employee_Master_s    0.12653061 -0.006795705 0.69091603
  • Looking at the feature importance of the Random Forest model, the top three important features to look for while certifying a visa are Education of the employee, Job experience , no_of_employees and prevailing_wage.

Recommendations

The profile of the applicants for whom the visa status can be approved:

Primary information to look at: - Education level - At least has a Bachelor’s degree - Master’s and doctorate are preferred. - Job Experience - Should have some job experience. - Prevailing wage - The median prevailing wage for the certified applications is slightly higher as compared to denied applications.

Secondary information to look at:

  • Unit of Wage- Applicants having a yearly unit of wage.
  • Continent - Ideally the nationality and ethnicity of an applicant shouldn’t matter to work in a country but previously it has been observed that applicants from Europe, and Asia have higher chances of visa certification.
  • Region of employment - the analysis suggests that the applications to work in the Mid-West region have more chances of visa approval. The approvals can also be made based on requirement of talent, from our analysis we see that:
    • The requirement for the applicants who have passed high school is most in the South region, followed by Northeast region.
    • The requirement for Bachelor’s is mostly in South region, followed by West region.
    • The requirement for Master’s is most in Northeast region, followed by South region.
    • The requirement for Doctorate’s is mostly in West region, followed by Northeast region.

The profile of the applicants for whom the visa status can be denied:

Primary information to look at: - Education level - Doesn’t have any degree - Job Experience - Doesn’t have any job experience. - Prevailing wage - The median prevailing wage of the employees for whom the visa got certified is around 65k.

Secondary information to look at:

  • ‘Unit of Wage’ - Applicants having an hourly unit of wage.
  • ‘Continent’ - Ideally the nationality and ethnicity of an applicant shouldn’t matter to work in a country but previously it has been observed that applicants from South America, North America, and Oceania have higher chances of visa applications getting denied.